Model Context Protocol
AICommonly used with
Skills using Model Context Protocol (5058)
engineering-advanced-skills
25 advanced engineering agent skills and plugins for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw. Agent design, RAG, MCP servers, CI/CD, database design, observability, security auditing, release management, platform ops.
fastmcp-server
Complete guide for building MCP servers with FastMCP 3.0 - tools, resources, authentication, providers, middleware, and deployment. Use when creating Python MCP servers or integrating AI models with external tools and data.
github-automation
Automate GitHub repositories, issues, pull requests, branches, CI/CD, and permissions via Rube MCP (Composio). Manage code workflows, review PRs, search code, and handle deployments programmatically.
jira-automation
Automate Jira tasks via Rube MCP (Composio): issues, projects, sprints, boards, comments, users. Always search tools first for current schemas.
linear-automation
Automate Linear tasks via Rube MCP (Composio): issues, projects, cycles, teams, labels. Always search tools first for current schemas.
slack-automation
Automate Slack workspace operations including messaging, search, channel management, and reaction workflows through Composio's Slack toolkit.
clade-reference-architecture
Build Claude Code plugins — skills, agents, MCP servers, hooks, and slash commands. Use when working with reference-architecture patterns. The complete guide to extending Claude Code with the Anthropic plugin system. Trigger with "claude code plugin", "build a skill", "create mcp server", "anthropic plugin architecture", "claude code hooks".
data-analyst
Data exploration and analysis partner for Product Managers. Use when the user needs to query databases, analyze metrics, create dashboards, or extract insights from data. Triggers include "query", "analyze data", "metrics", "BigQuery", "SQL", "dashboard", "what does the data say", or when working with quantitative information.
demo-video
Generate polished demo videos from a single prompt. Use when the user asks to create a demo video, product walkthrough, feature showcase, or animated presentation. Trigger with "make a demo video", "create a product video", "demo walkthrough", or "feature showcase video".
granola-local-dev-loop
Access Granola meeting data programmatically for developer workflows. Use when reading notes from the local cache, building MCP integrations, extracting action items into code, or syncing meeting outcomes to dev tools. Trigger: "granola dev workflow", "granola MCP", "granola local cache", "granola developer", "granola programmatic".
tweetclaw
X/Twitter automation plugin. Post tweets, reply, like, retweet, follow, unfollow, send DMs, search tweets, look up users, extract bulk data, monitor accounts, run giveaway draws, and compose algorithm-optimized tweets via Xquik REST API. Use when the user asks about Twitter, X, tweets, followers, social media automation, tweet analytics, or giveaway management. Trigger with "post tweet", "search tweets", "extract followers", "run giveaway", "monitor account", "compose tweet", "trending topics".
windsurf-debug-bundle
Collect Windsurf diagnostic information for troubleshooting and support tickets. Use when encountering persistent issues, preparing support tickets, or collecting diagnostic data for Windsurf problems. Trigger with phrases like "windsurf debug", "windsurf support", "windsurf diagnostic", "windsurf logs", "windsurf not working".
windsurf-sdk-patterns
Apply production-ready Windsurf workspace configuration and Cascade interaction patterns. Use when configuring .windsurfrules, workspace rules, MCP servers, or establishing team coding standards for Windsurf AI. Trigger with phrases like "windsurf patterns", "windsurf best practices", "windsurf config patterns", "windsurfrules", "windsurf workspace".
yt-brief
Refine a YouTube video idea into a structured production brief with angle, key points, value proposition, CTA asset, and audience segment. Use this skill whenever the user says "create a brief", "brief this idea", "develop this idea", "write a video brief", "production brief", or has selected a video idea from ideation and wants to define the angle and structure before packaging and outlining. Use when working with yt brief. Trigger with 'yt', 'brief'.
yt-research
Research competitor YouTube channels, niches, and trending topics for your content strategy. Use this skill whenever the user says "research channels", "analyze competitors", "find trending topics", "niche analysis", "competitive research", "what are other creators doing", "scrape YouTube channels", or wants to understand the competitive landscape for a specific tool or topic area. Use when working with yt research. Trigger with 'yt', 'research'.
azure-aigateway
Configure Azure API Management as an AI Gateway for AI models, MCP tools, and agents. WHEN: semantic caching, token limit, content safety, load balancing, AI model governance, MCP rate limiting, jailbreak detection, add Azure OpenAI backend, add AI Foundry model, test AI gateway, LLM policies, configure AI backend, token metrics, AI cost control, convert API to MCP, import OpenAPI to gateway.
moai-foundation-context
Manages context window optimization, session state persistence, and token budget allocation for multi-agent workflows. Use for token budget management, context limits, or session handoff across agents.
moai-workflow-thinking
Sequential Thinking MCP for structured step-by-step analysis via --deepthink flag. Separate from UltraThink which is Claude's native extended reasoning mode. Use for multi-step analysis or architecture decisions.
activecampaign-automation
Automate ActiveCampaign tasks via Rube MCP (Composio): manage contacts, tags, list subscriptions, automation enrollment, and tasks. Always search tools first for current schemas.
agent-memory-mcp
A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions).
agent-tool-builder
Tools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works and one that hallucinates, fails silently, or costs 10x more tokens than necessary. This skill covers tool design from schema to error handling.
ai-dev-jobs-mcp
Search 8,400+ AI and ML jobs across 489 companies, inspect listings and employers, match roles, and view salary and market stats via AI Dev Jobs MCP
airtable-automation
Automate Airtable tasks via Rube MCP (Composio): records, bases, tables, fields, views. Always search tools first for current schemas.
amplitude-automation
Automate Amplitude tasks via Rube MCP (Composio): events, user activity, cohorts, user identification. Always search tools first for current schemas.
asana-automation
Automate Asana tasks via Rube MCP (Composio): tasks, projects, sections, teams, workspaces. Always search tools first for current schemas.
bamboohr-automation
Automate BambooHR tasks via Rube MCP (Composio): employees, time-off, benefits, dependents, employee updates. Always search tools first for current schemas.
basecamp-automation
Automate Basecamp project management, to-dos, messages, people, and to-do list organization via Rube MCP (Composio). Always search tools first for current schemas.
bdistill-behavioral-xray
X-ray any AI model's behavioral patterns — refusal boundaries, hallucination tendencies, reasoning style, formatting defaults. No API key needed.
bitbucket-automation
Automate Bitbucket repositories, pull requests, branches, issues, and workspace management via Rube MCP (Composio). Always search tools first for current schemas.
box-automation
Automate Box operations including file upload/download, content search, folder management, collaboration, metadata queries, and sign requests through Composio's Box toolkit.
brevo-automation
Automate Brevo (formerly Sendinblue) email marketing operations through Composio's Brevo toolkit via Rube MCP.
cal-com-automation
Automate Cal.com tasks via Rube MCP (Composio): manage bookings, check availability, configure webhooks, and handle teams. Always search tools first for current schemas.
calendly-automation
Automate Calendly scheduling, event management, invitee tracking, availability checks, and organization administration via Rube MCP (Composio). Always search tools first for current schemas.
canva-automation
Automate Canva tasks via Rube MCP (Composio): designs, exports, folders, brand templates, autofill. Always search tools first for current schemas.
circleci-automation
Automate CircleCI tasks via Rube MCP (Composio): trigger pipelines, monitor workflows/jobs, retrieve artifacts and test metadata. Always search tools first for current schemas.
clarvia-aeo-check
Score any MCP server, API, or CLI for agent-readiness using Clarvia AEO (Agent Experience Optimization). Search 15,400+ indexed tools before adding them to your workflow.
claude-code-expert
Especialista profundo em Claude Code - CLI da Anthropic. Maximiza produtividade com atalhos, hooks, MCPs, configuracoes avancadas, workflows, CLAUDE.md, memoria, sub-agentes, permissoes e integracao com ecossistemas.
clickup-automation
Automate ClickUp project management including tasks, spaces, folders, lists, comments, and team operations via Rube MCP (Composio). Always search tools first for current schemas.
close-automation
Automate Close CRM tasks via Rube MCP (Composio): create leads, manage calls/SMS, handle tasks, and track notes. Always search tools first for current schemas.
coda-automation
Automate Coda tasks via Rube MCP (Composio): manage docs, pages, tables, rows, formulas, permissions, and publishing. Always search tools first for current schemas.
confluence-automation
Automate Confluence page creation, content search, space management, labels, and hierarchy navigation via Rube MCP (Composio). Always search tools first for current schemas.
convertkit-automation
Automate ConvertKit (Kit) tasks via Rube MCP (Composio): manage subscribers, tags, broadcasts, and broadcast stats. Always search tools first for current schemas.
copilot-sdk
Build applications that programmatically interact with GitHub Copilot. The SDK wraps the Copilot CLI via JSON-RPC, providing session management, custom tools, hooks, MCP server integration, and streaming across Node.js, Python, Go, and .NET.
datadog-automation
Automate Datadog tasks via Rube MCP (Composio): query metrics, search logs, manage monitors/dashboards, create events and downtimes. Always search tools first for current schemas.
design-md
Analyze Stitch projects and synthesize a semantic design system into DESIGN.md files
discord-automation
Automate Discord tasks via Rube MCP (Composio): messages, channels, roles, webhooks, reactions. Always search tools first for current schemas.
docusign-automation
Automate DocuSign tasks via Rube MCP (Composio): templates, envelopes, signatures, document management. Always search tools first for current schemas.
dropbox-automation
Automate Dropbox file management, sharing, search, uploads, downloads, and folder operations via Rube MCP (Composio). Always search tools first for current schemas.
faf-expert
Advanced .faf (Foundational AI-context Format) specialist. IANA-registered format, MCP server config, championship scoring, bi-directional sync.
figma-automation
Automate Figma tasks via Rube MCP (Composio): files, components, design tokens, comments, exports. Always search tools first for current schemas.
freshdesk-automation
Automate Freshdesk helpdesk operations including tickets, contacts, companies, notes, and replies via Rube MCP (Composio). Always search tools first for current schemas.
freshservice-automation
Automate Freshservice ITSM tasks via Rube MCP (Composio): create/update tickets, bulk operations, service requests, and outbound emails. Always search tools first for current schemas.
github-automation
Automate GitHub repositories, issues, pull requests, branches, CI/CD, and permissions via Rube MCP (Composio). Manage code workflows, review PRs, search code, and handle deployments programmatically.
gitlab-automation
Automate GitLab project management, issues, merge requests, pipelines, branches, and user operations via Rube MCP (Composio). Always search tools first for current schemas.
global-chat-agent-discovery
Discover and search 18K+ MCP servers and AI agents across 6+ registries using Global Chat's cross-protocol directory and MCP server.
gmail-automation
Lightweight Gmail integration with standalone OAuth authentication. No MCP server required.
google-analytics-automation
Automate Google Analytics tasks via Rube MCP (Composio): run reports, list accounts/properties, funnels, pivots, key events. Always search tools first for current schemas.
google-calendar-automation
Lightweight Google Calendar integration with standalone OAuth authentication. No MCP server required.
google-docs-automation
Lightweight Google Docs integration with standalone OAuth authentication. No MCP server required.
google-drive-automation
Lightweight Google Drive integration with standalone OAuth authentication. No MCP server required. Full read/write access.
google-sheets-automation
Lightweight Google Sheets integration with standalone OAuth authentication. No MCP server required. Full read/write access.
google-slides-automation
Lightweight Google Slides integration with standalone OAuth authentication. No MCP server required. Full read/write access.
googlesheets-automation
Automate Google Sheets operations (read, write, format, filter, manage spreadsheets) via Rube MCP (Composio). Read/write data, manage tabs, apply formatting, and search rows programmatically.
helpdesk-automation
Automate HelpDesk tasks via Rube MCP (Composio): list tickets, manage views, use canned responses, and configure custom fields. Always search tools first for current schemas.
hubspot-automation
Automate HubSpot CRM operations (contacts, companies, deals, tickets, properties) via Rube MCP using Composio integration.
hugging-face-jobs
Run workloads on Hugging Face Jobs with managed CPUs, GPUs, TPUs, secrets, and Hub persistence.
instagram-automation
Automate Instagram tasks via Rube MCP (Composio): create posts, carousels, manage media, get insights, and publishing limits. Always search tools first for current schemas.
intercom-automation
Automate Intercom tasks via Rube MCP (Composio): conversations, contacts, companies, segments, admins. Always search tools first for current schemas.
ios-debugger-agent
Debug the current iOS project on a booted simulator with XcodeBuildMCP.
jira-automation
Automate Jira tasks via Rube MCP (Composio): issues, projects, sprints, boards, comments, users. Always search tools first for current schemas.
jobgpt
Job search automation, auto apply, resume generation, application tracking, salary intelligence, and recruiter outreach using the JobGPT MCP server.
klaviyo-automation
Automate Klaviyo tasks via Rube MCP (Composio): manage email/SMS campaigns, inspect campaign messages, track tags, and monitor send jobs. Always search tools first for current schemas.
linear-automation
Automate Linear tasks via Rube MCP (Composio): issues, projects, cycles, teams, labels. Always search tools first for current schemas.
linkedin-automation
Automate LinkedIn tasks via Rube MCP (Composio): create posts, manage profile, company info, comments, and image uploads. Always search tools first for current schemas.
magic-ui-generator
Utilizes Magic by 21st.dev to generate, compare, and integrate multiple production-ready UI component variations.
mailchimp-automation
Automate Mailchimp email marketing including campaigns, audiences, subscribers, segments, and analytics via Rube MCP (Composio). Always search tools first for current schemas.
make-automation
Automate Make (Integromat) tasks via Rube MCP (Composio): operations, enums, language and timezone lookups. Always search tools first for current schemas.
maxia
Connect to MAXIA AI-to-AI marketplace on Solana. Discover, buy, sell AI services. Earn USDC. 13 MCP tools, A2A protocol, DeFi yields, sentiment analysis, rug detection.
mcp-builder
Create MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. The quality of an MCP server is measured by how well it enables LLMs to accomplish real-world tasks.
mcp-builder-ms
Use this skill when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
microsoft-teams-automation
Automate Microsoft Teams tasks via Rube MCP (Composio): send messages, manage channels, create meetings, handle chats, and search messages. Always search tools first for current schemas.
miro-automation
Automate Miro tasks via Rube MCP (Composio): boards, items, sticky notes, frames, sharing, connectors. Always search tools first for current schemas.
mixpanel-automation
Automate Mixpanel tasks via Rube MCP (Composio): events, segmentation, funnels, cohorts, user profiles, JQL queries. Always search tools first for current schemas.
monday-automation
Automate Monday.com work management including boards, items, columns, groups, subitems, and updates via Rube MCP (Composio). Always search tools first for current schemas.
monte-carlo-monitor-creation
Guides creation of Monte Carlo monitors via MCP tools, producing monitors-as-code YAML for CI/CD deployment.
notion-automation
Automate Notion tasks via Rube MCP (Composio): pages, databases, blocks, comments, users. Always search tools first for current schemas.
one-drive-automation
Automate OneDrive file management, search, uploads, downloads, sharing, permissions, and folder operations via Rube MCP (Composio). Always search tools first for current schemas.
outlook-automation
Automate Outlook tasks via Rube MCP (Composio): emails, calendar, contacts, folders, attachments. Always search tools first for current schemas.
outlook-calendar-automation
Automate Outlook Calendar tasks via Rube MCP (Composio): create events, manage attendees, find meeting times, and handle invitations. Always search tools first for current schemas.
pagerduty-automation
Automate PagerDuty tasks via Rube MCP (Composio): manage incidents, services, schedules, escalation policies, and on-call rotations. Always search tools first for current schemas.
pipedrive-automation
Automate Pipedrive CRM operations including deals, contacts, organizations, activities, notes, and pipeline management via Rube MCP (Composio). Always search tools first for current schemas.
posthog-automation
Automate PostHog tasks via Rube MCP (Composio): events, feature flags, projects, user profiles, annotations. Always search tools first for current schemas.
postmark-automation
Automate Postmark email delivery tasks via Rube MCP (Composio): send templated emails, manage templates, monitor delivery stats and bounces. Always search tools first for current schemas.
protect-mcp-governance
Agent governance skill for MCP tool calls — Cedar policy authoring, shadow-to-enforce rollout, and Ed25519 receipt verification.
reddit-automation
Automate Reddit tasks via Rube MCP (Composio): search subreddits, create posts, manage comments, and browse top content. Always search tools first for current schemas.
remotion
Generate walkthrough videos from Stitch projects using Remotion with smooth transitions, zooming, and text overlays
render-automation
Automate Render tasks via Rube MCP (Composio): services, deployments, projects. Always search tools first for current schemas.
salesforce-automation
Automate Salesforce tasks via Rube MCP (Composio): leads, contacts, accounts, opportunities, SOQL queries. Always search tools first for current schemas.
segment-automation
Automate Segment tasks via Rube MCP (Composio): track events, identify users, manage groups, page views, aliases, batch operations. Always search tools first for current schemas.
sendgrid-automation
Automate SendGrid email delivery workflows including marketing campaigns (Single Sends), contact and list management, sender identity setup, and email analytics through Composio's SendGrid toolkit.
sentry-automation
Automate Sentry tasks via Rube MCP (Composio): manage issues/events, configure alerts, track releases, monitor projects and teams. Always search tools first for current schemas.
seo-dataforseo
Use DataForSEO for live SERPs, keyword metrics, backlinks, competitor analysis, on-page checks, and AI visibility data. Trigger when the user needs real SEO data rather than static guidance.
seo-image-gen
Generate SEO-focused images such as OG cards, hero images, schema assets, product visuals, and infographics. Use when image generation is part of an SEO workflow or content publishing task.
shopify-automation
Automate Shopify tasks via Rube MCP (Composio): products, orders, customers, inventory, collections. Always search tools first for current schemas.
skill-check
Validate Claude Code skills against the agentskills specification. Catches structural, semantic, and naming issues before users do.
slack-automation
Automate Slack workspace operations including messaging, search, channel management, and reaction workflows through Composio's Slack toolkit.
square-automation
Automate Square tasks via Rube MCP (Composio): payments, orders, invoices, locations. Always search tools first for current schemas.
stitch-loop
Teaches agents to iteratively build websites using Stitch with an autonomous baton-passing loop pattern
stripe-automation
Automate Stripe tasks via Rube MCP (Composio): customers, charges, subscriptions, invoices, products, refunds. Always search tools first for current schemas.
supabase-automation
Automate Supabase database queries, table management, project administration, storage, edge functions, and SQL execution via Rube MCP (Composio). Always search tools first for current schemas.
telegram-automation
Automate Telegram tasks via Rube MCP (Composio): send messages, manage chats, share photos/documents, and handle bot commands. Always search tools first for current schemas.
tiktok-automation
Automate TikTok tasks via Rube MCP (Composio): upload/publish videos, post photos, manage content, and view user profiles/stats. Always search tools first for current schemas.
todoist-automation
Automate Todoist task management, projects, sections, filtering, and bulk operations via Rube MCP (Composio). Always search tools first for current schemas.
trello-automation
Automate Trello boards, cards, and workflows via Rube MCP (Composio). Create cards, manage lists, assign members, and search across boards programmatically.
twitter-automation
Automate Twitter/X tasks via Rube MCP (Composio): posts, search, users, bookmarks, lists, media. Always search tools first for current schemas.
vercel-automation
Automate Vercel tasks via Rube MCP (Composio): manage deployments, domains, DNS, env vars, projects, and teams. Always search tools first for current schemas.
webflow-automation
Automate Webflow CMS collections, site publishing, page management, asset uploads, and ecommerce orders via Rube MCP (Composio). Always search tools first for current schemas.
whatsapp-automation
Automate WhatsApp Business tasks via Rube MCP (Composio): send messages, manage templates, upload media, and handle contacts. Always search tools first for current schemas.
wrike-automation
Automate Wrike project management via Rube MCP (Composio): create tasks/folders, manage projects, assign work, and track progress. Always search tools first for current schemas.
x-twitter-scraper
X (Twitter) data platform skill — tweet search, user lookup, follower extraction, engagement metrics, giveaway draws, monitoring, webhooks, 19 extraction tools, MCP server.
youtube-automation
Automate YouTube tasks via Rube MCP (Composio): upload videos, manage playlists, search content, get analytics, and handle comments. Always search tools first for current schemas.
zendesk-automation
Automate Zendesk tasks via Rube MCP (Composio): tickets, users, organizations, replies. Always search tools first for current schemas.
zoho-crm-automation
Automate Zoho CRM tasks via Rube MCP (Composio): create/update records, search contacts, manage leads, and convert leads. Always search tools first for current schemas.
zoom-automation
Automate Zoom meeting creation, management, recordings, webinars, and participant tracking via Rube MCP (Composio). Always search tools first for current schemas.
design-postgis-tables
Comprehensive PostGIS spatial table design reference covering geometry types, coordinate systems, spatial indexing, and performance patterns for location-based applications
find-hypertable-candidates
Use this skill to analyze an existing PostgreSQL database and identify which tables should be converted to Timescale/TimescaleDB hypertables. **Trigger when user asks to:** - Analyze database tables for hypertable conversion potential - Identify time-series or event tables in an existing schema - Evaluate if a table would benefit from Timescale/TimescaleDB - Audit PostgreSQL tables for migration to Timescale/TimescaleDB/TigerData - Score or rank tables for hypertable candidacy **Keywords:** hypertable candidate, table analysis, migration assessment, Timescale, TimescaleDB, time-series detection, insert-heavy tables, event logs, audit tables Provides SQL queries to analyze table statistics, index patterns, and query patterns. Includes scoring criteria (8+ points = good candidate) and pattern recognition for IoT, events, transactions, and sequential data.
migrate-postgres-tables-to-hypertables
Use this skill to migrate identified PostgreSQL tables to Timescale/TimescaleDB hypertables with optimal configuration and validation. **Trigger when user asks to:** - Migrate or convert PostgreSQL tables to hypertables - Execute hypertable migration with minimal downtime - Plan blue-green migration for large tables - Validate hypertable migration success - Configure compression after migration **Prerequisites:** Tables already identified as candidates (use find-hypertable-candidates first if needed) **Keywords:** migrate to hypertable, convert table, Timescale, TimescaleDB, blue-green migration, in-place conversion, create_hypertable, migration validation, compression setup Step-by-step migration planning including: partition column selection, chunk interval calculation, PK/constraint handling, migration execution (in-place vs blue-green), and performance validation queries.
pgvector-semantic-search
Use this skill for setting up vector similarity search with pgvector for AI/ML embeddings, RAG applications, or semantic search. **Trigger when user asks to:** - Store or search vector embeddings in PostgreSQL - Set up semantic search, similarity search, or nearest neighbor search - Create HNSW or IVFFlat indexes for vectors - Implement RAG (Retrieval Augmented Generation) with PostgreSQL - Optimize pgvector performance, recall, or memory usage - Use binary quantization for large vector datasets **Keywords:** pgvector, embeddings, semantic search, vector similarity, HNSW, IVFFlat, halfvec, cosine distance, nearest neighbor, RAG, LLM, AI search Covers: halfvec storage, HNSW index configuration (m, ef_construction, ef_search), quantization strategies, filtered search, bulk loading, and performance tuning.
postgres-hybrid-text-search
Use this skill to implement hybrid search combining BM25 keyword search with semantic vector search using Reciprocal Rank Fusion (RRF). **Trigger when user asks to:** - Combine keyword and semantic search - Implement hybrid search or multi-modal retrieval - Use BM25/pg_textsearch with pgvector together - Implement RRF (Reciprocal Rank Fusion) for search - Build search that handles both exact terms and meaning **Keywords:** hybrid search, BM25, pg_textsearch, RRF, reciprocal rank fusion, keyword search, full-text search, reranking, cross-encoder Covers: pg_textsearch BM25 index setup, parallel query patterns, client-side RRF fusion (Python/TypeScript), weighting strategies, and optional ML reranking.
setup-timescaledb-hypertables
Use this skill when creating database schemas or tables for Timescale, TimescaleDB, TigerData, or Tiger Cloud, especially for time-series, IoT, metrics, events, or log data. Use this to improve the performance of any insert-heavy table. **Trigger when user asks to:** - Create or design SQL schemas/tables AND Timescale/TimescaleDB/TigerData/Tiger Cloud is available - Set up hypertables, compression, retention policies, or continuous aggregates - Configure partition columns, segment_by, order_by, or chunk intervals - Optimize time-series database performance or storage - Create tables for sensors, metrics, telemetry, events, or transaction logs **Keywords:** CREATE TABLE, hypertable, Timescale, TimescaleDB, time-series, IoT, metrics, sensor data, compression policy, continuous aggregates, columnstore, retention policy, chunk interval, segment_by, order_by Step-by-step instructions for hypertable creation, column selection, compression policies, retention, continuous aggregates, and indexes.
code-graph
AST-based code graph for fast symbol lookup, dependency analysis, and blast radius via codebase-memory-mcp MCP server
azure-aigateway
Configure Azure API Management as an AI Gateway for AI models, MCP tools, and agents. WHEN: semantic caching, token limit, content safety, load balancing, AI model governance, MCP rate limiting, jailbreak detection, add Azure OpenAI backend, add AI Foundry model, test AI gateway, LLM policies, configure AI backend, token metrics, AI cost control, convert API to MCP, import OpenAPI to gateway.
linear-claude-skill
Manage Linear issues, projects, and teams
blog-image
AI image generation and editing for blog content powered by Gemini via MCP. Claude acts as Creative Director - interpreting intent, selecting domain expertise, constructing optimized 6-component prompts (Subject + Action + Context + Composition + Lighting + Style), and orchestrating Gemini for blog-quality results. Generates hero images, inline illustrations, social preview cards, and OG images. Edits existing blog images. Supports 6 blog-optimized domain modes (Editorial, Product, Landscape, UI/Web, Infographic, Abstract). Works standalone via /blog image or internally from blog-write and blog-rewrite workflows. Falls back gracefully when MCP is not configured. Use when user says "blog image", "generate hero image", "blog illustration", "social card", "generate blog image", "edit blog image", "image generate", "blog cover image", "inline image", "OG image".
seo-dataforseo
Live SEO data via DataForSEO MCP server. SERP analysis (Google, Bing, Yahoo, YouTube, Google Images), keyword research (volume, difficulty, intent, trends), backlink profiles, on-page analysis (Lighthouse, content parsing), competitor analysis, content analysis, business listings, AI visibility (ChatGPT scraper, LLM mention tracking), and domain analytics. Requires DataForSEO extension installed. Use when user says "dataforseo", "live SERP", "keyword volume", "backlink data", "competitor data", "AI visibility check", "LLM mentions", "image SERP", "google images", "image rankings", or "real search data".
seo-firecrawl
Full-site crawling, scraping, and site mapping via Firecrawl MCP. Use when user says "crawl site", "map site", "full crawl", "find all pages", "broken links", "site structure", "discover pages", "JS rendering", or needs site-wide analysis.
seo-image-gen
AI image generation for SEO assets: OG/social preview images, blog hero images, schema images, product photography, infographics. Powered by Gemini via nanobanana-mcp. Requires banana extension installed. Use when user says "generate image", "OG image", "social preview", "hero image", "blog image", "product photo", "infographic", "seo image", "create visual", "image-gen", "favicon", "schema image", "pinterest pin", "generate visual", "banner", or "thumbnail".
seo-maps
Maps intelligence for local SEO — geo-grid rank tracking, GBP profile auditing via API, review intelligence across Google/Tripadvisor/Trustpilot, cross-platform NAP verification (Google/Bing/Apple/OSM), competitor radius mapping, and LocalBusiness schema generation from API data. Three-tier capability: free (Overpass + Geoapify), DataForSEO (full intelligence), DataForSEO + Google (maximum coverage). Use when user says "maps", "geo-grid", "rank tracking", "GBP audit", "review velocity", "competitor radius", "maps analysis", "local rank tracking", "Share of Local Voice", or "SoLV".
bgpt-paper-search
Search scientific papers and retrieve structured experimental data extracted from full-text studies via the BGPT MCP server. Returns 25+ fields per paper including methods, results, sample sizes, quality scores, and conclusions. Use for literature reviews, evidence synthesis, and finding experimental details not available in abstracts alone.
pm-skills
6 project management agent skills and plugins for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw. Senior PM, scrum master, Jira expert (JQL), Confluence expert, Atlassian admin, template creator. MCP integration for live Jira/Confluence automation.
bgpt-paper-search
Search scientific papers and retrieve structured experimental data extracted from full-text studies via the BGPT MCP server. Returns 25+ fields per paper including methods, results, sample sizes, quality scores, and conclusions. Use for literature reviews, evidence synthesis, and finding experimental details not available in abstracts alone.
windsurf-mcp-integration
Manage integrate MCP servers with Windsurf for extended capabilities. Activate when users mention "mcp integration", "model context protocol", "external tools", "mcp server", or "cascade tools". Handles MCP server configuration and integration. Use when working with windsurf mcp integration functionality. Trigger with phrases like "windsurf mcp integration", "windsurf integration", "windsurf".
ln-001-push-all
Commits and pushes all changes (staged, unstaged, untracked) to remote. Use when you need a quick push of everything at once.
ln-002-session-analyzer
Analyzes current or recent session for errors, inefficiencies, and improvement opportunities across skills, tools, hooks, and communication. Use after completing a task or periodically.
ln-512-tech-debt-cleaner
Auto-fixes low-risk tech debt (unused imports, dead code, commented-out code) with >=90% confidence. Use when audit findings need safe automated cleanup.
ln-611-docs-structure-auditor
Checks hierarchy, links, SSOT, compression, requirements compliance, freshness, legacy cleanup. Use when auditing documentation structure.
ln-613-code-comments-auditor
Checks inline code documentation quality: WHY-not-WHAT, density, forbidden content, docstrings quality, actuality, legacy cleanup. Use when auditing comments and docstrings.
ln-622-build-auditor
Checks compiler/linter errors, deprecation warnings, type errors, failed tests, build config issues. Use when auditing build health.
ln-629-lifecycle-auditor
Checks bootstrap initialization, graceful shutdown, resource cleanup, signal handling, liveness/readiness probes. Use when auditing app lifecycle.
ln-634-test-coverage-auditor
Identifies missing tests for critical paths (money, security, data integrity, core flows). Use when auditing test coverage gaps.
ln-635-test-isolation-auditor
Checks test isolation (API/DB/FS/Time/Network), determinism, flaky tests, order-dependency, anti-patterns. Use when auditing test isolation.
ln-637-test-structure-auditor
Checks test file organization, directory layout, test-to-source mapping, domain grouping, co-location. Use when auditing test structure.
ln-646-project-structure-auditor
Checks file hygiene, ignore files, framework conventions, domain/layer organization, naming. Use when auditing project structure.
ln-647-env-config-auditor
Checks env var config sync, missing defaults, naming conventions, startup validation. Use when auditing environment configuration.
ln-910-community-engagement
Analyzes community health and delegates engagement tasks. Use when managing GitHub issues, discussions, and announcements.
ln-912-community-announcer
Composes and publishes announcements to GitHub Discussions. Use when sharing releases, updates, or news with the community.
ln-913-community-debater
Launches RFC and debate discussions on GitHub. Use when proposing changes that need community input or voting.
ln-914-community-responder
Responds to unanswered GitHub discussions and issues with codebase-informed replies. Use when clearing community question backlog.
catchup
Summarize and review what changed while you were away. Use after a weekend, vacation, or flight to check missed PRs, git commits, Linear tickets, and meetings — one prioritized brief, not a firehose.
ecto-patterns
Ecto patterns — schemas, changesets, queries, migrations, Multi, associations, preloads, upserts. Use when editing Repo calls, Ecto.Query, or schema fields. Skip for Ash.
labautoresearch
Self-improving loop for plugin skills. Reads program.md, proposes one mutation per iteration, evaluates against deterministic scorer, keeps improvements via git, reverts failures. Targets weakest skill+dimension. Use with /loop for overnight runs.
liveview-patterns
Build LiveView: async data (assign_async), PubSub (check connected?), phx-change events, form components/modals/uploads, streams for lists, live_patch. Use when handling interactions, debugging events, or tracking Presence.
lvassigns
Inspect LiveView socket assigns for memory bloat — missing temporary_assigns, unused assigns, unbounded lists needing streams, memory estimates. Use when LiveView memory grows or you need to add temporary_assigns.
narrow-bare-rescue
Narrow bare rescue in Elixir so real errors like KeyError and typos propagate instead of being swallowed. Use to audit rescues and refactor error handling.
oban
Oban job processing — workers, perform/1 (OSS) and process/1 (Pro), queues, cron, retries, unique jobs, idempotency, Oban Pro (Workflow, Batch, Chunk, Smart Engine), Testing. Use when writing Oban workers, queue config, or debugging jobs.
phxboundaries
Analyze Phoenix context boundaries and module coupling via mix xref. Use when checking cross-context calls, validating dependencies, before splitting modules, or reviewing architecture.
phxdeps-audit
Audit Hex deps for supply-chain security risk — bidi chars, compile-time exec, maintainer changes, typosquats, CVEs. Use after mix deps.update, when checking if a package upgrade is safe, or reviewing mix.lock PR diffs.
security
Enforce Elixir/Phoenix security — auth, OAuth, sessions, CSRF, XSS, SQL injection, input validation, secrets. Use when editing auth files, login flows, RBAC, or API keys.
testing
Elixir testing patterns — ExUnit, Mox, factories, LiveView test helpers. Use when working on *_test.exs, test/support/, factory files, or fixing test failures.
dotnet-backend-patterns
Master C#/.NET patterns for building production-grade APIs, MCP servers, and enterprise backends with modern best practices (2024/2025).
team-collaboration-standup-notes
You are an expert team communication specialist focused on async-first standup practices, AI-assisted note generation from commit history, and effective remote team coordination patterns.
browser-automation
AI browser automation - navigate, interact, extract, verify via browser-use MCP
ccboard
Launch and navigate the ccboard TUI/Web dashboard for Claude Code. Use when monitoring token usage, tracking costs, browsing sessions, or checking MCP server status across projects.
mcp-integration-reference
Template for skills that integrate with an MCP server. Demonstrates the reference file pattern: Claude reads a domain-specific MCP cheatsheet before making any tool calls, reducing query failures caused by server-specific gotchas. Fork this skill and replace the Sentry example with your target MCP.
self-assessment
Interactive skill assessment with personalized learning path generation
agent-identifier
Use when creating or configuring Claude Code agents and their frontmatter.
mcp-integration
This skill should be used when the user asks to "add MCP server", "integrate MCP", "configure MCP in plugin", "use .mcp.json", "set up Model Context Protocol", "connect external service", mentions "${CLAUDE_PLUGIN_ROOT} with MCP", or discusses MCP server types (SSE, stdio, HTTP, WebSocket). Provides comprehensive guidance for integrating Model Context Protocol servers into Claude Code plugins for external tool and service integration.
plugin-structure
This skill should be used when the user asks to "create a plugin", "scaffold a plugin", "understand plugin structure", "organize plugin components", "set up plugin.json", "use ${CLAUDE_PLUGIN_ROOT}", "add commands/agents/skills/hooks", "configure auto-discovery", or needs guidance on plugin directory layout, manifest configuration, component organization, file naming conventions, or Claude Code plugin architecture best practices.
github-pr-review-fix
Review and resolve PR comments from GitHub. Validates each comment, fixes legitimate issues.
docx
Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new documents, (2) Modifying or editing content, (3) Working with tracked changes, (4) Adding comments, or any other document tasks
Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scale.
pptx
Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layouts, (4) Adding comments or speaker notes, or any other presentation tasks
skill-creator
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
xlsx
Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
mcp-setup
Configure popular MCP servers for enhanced agent capabilities
axe-accessibility
Automated accessibility testing using axe-core API for WCAG compliance validation. Run accessibility scans, generate violation reports, suggest code fixes, and track accessibility debt.
complexity-analyzer
Automated Big-O complexity analysis of code and algorithms. Performs static analysis of loop structures, recursive call trees, space complexity estimation, and amortized analysis with detailed derivation documents.
evm-analysis
Deep EVM bytecode analysis and decompilation capabilities for smart contract security, gas optimization, and reverse engineering. Provides tools for analyzing opcodes, storage layouts, proxy patterns, and bytecode verification.
figma-api
Direct Figma API interactions for design asset management. Fetch files and components, extract design tokens, export images, manage comments, and access version history.
godot-development
Godot Engine integration skill for GDScript/C# development, scene composition, node management, and editor automation. Enables LLMs to interact with Godot Editor through MCP servers for asset manipulation, script generation, and automated workflows.
leetcode-problem-fetcher
Fetch and parse LeetCode problems with metadata, constraints, examples, hints, difficulty ratings, and related problems. Integrates with LeetCode API for comprehensive problem data retrieval.
lighthouse
Performance and accessibility auditing using Google Lighthouse. Measure Core Web Vitals, accessibility scores, SEO, and best practices. Generate reports and track performance budgets.
mcp-capability-declarator
Generate MCP capability declarations from tool and resource inventory with proper versioning and feature flags.
mcp-inspector-integration
Set up MCP Inspector for debugging and testing MCP servers with request logging, response inspection, and protocol validation.
mcp-resource-uri-designer
Design and implement MCP resource URI schemes and templates with proper naming, hierarchy, and documentation.
mcp-sdk-python-bootstrapper
Bootstrap MCP server with Python SDK, transport configuration, tool/resource handlers, and proper project structure.
mcp-sdk-typescript-bootstrapper
Bootstrap MCP (Model Context Protocol) servers with the official TypeScript SDK. Creates complete server implementations with transport layer, tools, resources, and proper error handling.
mcp-tool-schema-generator
Generate JSON Schema definitions for MCP tool input parameters. Creates well-documented, AI-consumable schemas with proper types, descriptions, and validation rules.
mcp-transport-sse-setup
Configure HTTP/SSE transport for web-based MCP servers with proper endpoints, authentication, and CORS.
mem0-integration
Mem0 memory layer integration for AI agents. Implement persistent, semantic memory for long-term context retention and personalization.
unity-development
Unity Engine integration skill for project setup, C# scripting, scene management, prefab creation, and editor automation. Enables LLMs to interact with Unity Editor through MCP servers for asset manipulation, script generation, and automated workflows.
unreal-development
Unreal Engine integration skill for C++/Blueprint development, actor lifecycle management, plugin development, and editor automation. Enables LLMs to interact with Unreal Editor through MCP servers for level manipulation, Blueprint generation, and automated workflows.
agent-payment-x402
Add x402 payment execution to AI agents — per-task budgets, spending controls, and non-custodial wallets via MCP tools. Use when agents need to pay for APIs, services, or other agents.
automation-audit-ops
Evidence-first automation inventory and overlap audit workflow for ECC. Use when the user wants to know which jobs, hooks, connectors, MCP servers, or wrappers are live, broken, redundant, or missing before fixing anything.
autonomous-agent-harness
Transform Claude Code into a fully autonomous agent system with persistent memory, scheduled operations, computer use, and task queuing. Replaces standalone agent frameworks (Hermes, AutoGPT) by leveraging Claude Code's native crons, dispatch, MCP tools, and memory. Use when the user wants continuous autonomous operation, scheduled tasks, or a self-directing agent loop.
context-budget
Audits Claude Code context window consumption across agents, skills, MCP servers, and rules. Identifies bloat, redundant components, and produces prioritized token-savings recommendations.
deep-research
Multi-source deep research using firecrawl and exa MCPs. Searches the web, synthesizes findings, and delivers cited reports with source attribution. Use when the user wants thorough research on any topic with evidence and citations.
documentation-lookup
Use up-to-date library and framework docs via Context7 MCP instead of training data. Activates for setup questions, API references, code examples, or when the user names a framework (e.g. React, Next.js, Prisma).
exa-search
Neural search via Exa MCP for web, code, and company research. Use when the user needs web search, code examples, company intel, people lookup, or AI-powered deep research with Exa's neural search engine.
fal-ai-media
Unified media generation via fal.ai MCP — image, video, and audio. Covers text-to-image (Nano Banana), text/image-to-video (Seedance, Kling, Veo 3), text-to-speech (CSM-1B), and video-to-audio (ThinkSound). Use when the user wants to generate images, videos, or audio with AI.
mcp-server-patterns
Build MCP servers with Node/TypeScript SDK — tools, resources, prompts, Zod validation, stdio vs Streamable HTTP. Use Context7 or official MCP docs for latest API.
jira-integration
Use this skill when retrieving Jira tickets, analyzing requirements, updating ticket status, adding comments, or transitioning issues. Provides Jira API patterns via MCP or direct REST calls.
laravel-plugin-discovery
Discover and evaluate Laravel packages via LaraPlugins.io MCP. Use when the user wants to find plugins, check package health, or assess Laravel/PHP compatibility.
workspace-surface-audit
Audit the active repo, MCP servers, plugins, connectors, env surfaces, and harness setup, then recommend the highest-value ECC-native skills, hooks, agents, and operator workflows. Use when the user wants help setting up Claude Code or understanding what capabilities are actually available in their environment.
build-mcp-app
This skill should be used when the user wants to build an "MCP app", add "interactive UI" or "widgets" to an MCP server, "render components in chat", build "MCP UI resources", make a tool that shows a "form", "picker", "dashboard" or "confirmation dialog" inline in the conversation, or mentions "apps SDK" in the context of MCP. Use AFTER the build-mcp-server skill has settled the deployment model, or when the user already knows they want UI widgets.
build-mcp-server
This skill should be used when the user asks to "build an MCP server", "create an MCP", "make an MCP integration", "wrap an API for Claude", "expose tools to Claude", "make an MCP app", or discusses building something with the Model Context Protocol. It is the entry point for MCP server development — it interrogates the user about their use case, determines the right deployment model (remote HTTP, MCPB, local stdio), picks a tool-design pattern, and hands off to specialized skills.
build-mcpb
This skill should be used when the user wants to "package an MCP server", "bundle an MCP", "make an MCPB", "ship a local MCP server", "distribute a local MCP", discusses ".mcpb files", mentions bundling a Node or Python runtime with their MCP server, or needs an MCP server that interacts with the local filesystem, desktop apps, or OS and must be installable without the user having Node/Python set up.
claude-automation-recommender
Analyze a codebase and recommend Claude Code automations (hooks, subagents, skills, plugins, MCP servers). Use when user asks for automation recommendations, wants to optimize their Claude Code setup, mentions improving Claude Code workflows, asks how to first set up Claude Code for a project, or wants to know what Claude Code features they should use.
mcp-integration
This skill should be used when the user asks to "add MCP server", "integrate MCP", "configure MCP in plugin", "use .mcp.json", "set up Model Context Protocol", "connect external service", mentions "${CLAUDE_PLUGIN_ROOT} with MCP", or discusses MCP server types (SSE, stdio, HTTP, WebSocket). Provides comprehensive guidance for integrating Model Context Protocol servers into Claude Code plugins for external tool and service integration.
plugin-structure
This skill should be used when the user asks to "create a plugin", "scaffold a plugin", "understand plugin structure", "organize plugin components", "set up plugin.json", "use ${CLAUDE_PLUGIN_ROOT}", "add commands/agents/skills/hooks", "configure auto-discovery", or needs guidance on plugin directory layout, manifest configuration, component organization, file naming conventions, or Claude Code plugin architecture best practices.
doc-importer
Import external documents (PDF, DOCX, PPTX, XLSX, HTML) into editable markdown for rewriting or project integration.
mcp-code-execution
Optimize multi-tool workflow chains via MCP server integration for processing large datasets, files, or complex pipelines.
claude-docs-consultant
Consult official Claude Code documentation from code.claude.com using selective fetching. Use when working on hooks, skills, subagents, plugins, agent teams, MCP servers, permissions, settings, CI/CD (GitHub Actions, GitLab), IDE extensions (VS Code, JetBrains), desktop/web app features, scheduling, memory/CLAUDE.md, deployment (Bedrock, Vertex, Foundry), sandboxing, monitoring, or any Claude Code feature requiring official docs. Fetches only the specific docs needed per task.
activecampaign-automation
Automate ActiveCampaign tasks via Rube MCP (Composio): manage contacts, tags, list subscriptions, automation enrollment, and tasks. Always search tools first for current schemas.
airtable-automation
Automate Airtable tasks via Rube MCP (Composio): records, bases, tables, fields, views. Always search tools first for current schemas.
amplitude-automation
Automate Amplitude tasks via Rube MCP (Composio): events, user activity, cohorts, user identification. Always search tools first for current schemas.
asana-automation
Automate Asana tasks via Rube MCP (Composio): tasks, projects, sections, teams, workspaces. Always search tools first for current schemas.
bamboohr-automation
Automate BambooHR tasks via Rube MCP (Composio): employees, time-off, benefits, dependents, employee updates. Always search tools first for current schemas.
basecamp-automation
Automate Basecamp project management, to-dos, messages, people, and to-do list organization via Rube MCP (Composio). Always search tools first for current schemas.
bitbucket-automation
Automate Bitbucket repositories, pull requests, branches, issues, and workspace management via Rube MCP (Composio). Always search tools first for current schemas.
box-automation
Automate Box cloud storage operations including file upload/download, search, folder management, sharing, collaborations, and metadata queries via Rube MCP (Composio). Always search tools first for current schemas.
brevo-automation
Automate Brevo (Sendinblue) tasks via Rube MCP (Composio): manage email campaigns, create/edit templates, track senders, and monitor campaign performance. Always search tools first for current schemas.
cal-com-automation
Automate Cal.com tasks via Rube MCP (Composio): manage bookings, check availability, configure webhooks, and handle teams. Always search tools first for current schemas.
calendly-automation
Automate Calendly scheduling, event management, invitee tracking, availability checks, and organization administration via Rube MCP (Composio). Always search tools first for current schemas.
canva-automation
Automate Canva tasks via Rube MCP (Composio): designs, exports, folders, brand templates, autofill. Always search tools first for current schemas.
circleci-automation
Automate CircleCI tasks via Rube MCP (Composio): trigger pipelines, monitor workflows/jobs, retrieve artifacts and test metadata. Always search tools first for current schemas.
clickup-automation
Automate ClickUp project management including tasks, spaces, folders, lists, comments, and team operations via Rube MCP (Composio). Always search tools first for current schemas.
close-automation
Automate Close CRM tasks via Rube MCP (Composio): create leads, manage calls/SMS, handle tasks, and track notes. Always search tools first for current schemas.
coda-automation
Automate Coda tasks via Rube MCP (Composio): manage docs, pages, tables, rows, formulas, permissions, and publishing. Always search tools first for current schemas.
confluence-automation
Automate Confluence page creation, content search, space management, labels, and hierarchy navigation via Rube MCP (Composio). Always search tools first for current schemas.
convertkit-automation
Automate ConvertKit (Kit) tasks via Rube MCP (Composio): manage subscribers, tags, broadcasts, and broadcast stats. Always search tools first for current schemas.
datadog-automation
Automate Datadog tasks via Rube MCP (Composio): query metrics, search logs, manage monitors/dashboards, create events and downtimes. Always search tools first for current schemas.
discord-automation
Automate Discord tasks via Rube MCP (Composio): messages, channels, roles, webhooks, reactions. Always search tools first for current schemas.
docusign-automation
Automate DocuSign tasks via Rube MCP (Composio): templates, envelopes, signatures, document management. Always search tools first for current schemas.
dropbox-automation
Automate Dropbox file management, sharing, search, uploads, downloads, and folder operations via Rube MCP (Composio). Always search tools first for current schemas.
figma-automation
Automate Figma tasks via Rube MCP (Composio): files, components, design tokens, comments, exports. Always search tools first for current schemas.
freshdesk-automation
Automate Freshdesk helpdesk operations including tickets, contacts, companies, notes, and replies via Rube MCP (Composio). Always search tools first for current schemas.
freshservice-automation
Automate Freshservice ITSM tasks via Rube MCP (Composio): create/update tickets, bulk operations, service requests, and outbound emails. Always search tools first for current schemas.
github-automation
Automate GitHub repositories, issues, pull requests, branches, CI/CD, and permissions via Rube MCP (Composio). Manage code workflows, review PRs, search code, and handle deployments programmatically.
gitlab-automation
Automate GitLab project management, issues, merge requests, pipelines, branches, and user operations via Rube MCP (Composio). Always search tools first for current schemas.
gmail-automation
Automate Gmail tasks via Rube MCP (Composio): send/reply, search, labels, drafts, attachments. Always search tools first for current schemas.
google-analytics-automation
Automate Google Analytics tasks via Rube MCP (Composio): run reports, list accounts/properties, funnels, pivots, key events. Always search tools first for current schemas.
google-calendar-automation
Automate Google Calendar events, scheduling, availability checks, and attendee management via Rube MCP (Composio). Create events, find free slots, manage attendees, and list calendars programmatically.
google-drive-automation
Automate Google Drive file operations (upload, download, search, share, organize) via Rube MCP (Composio). Upload/download files, manage folders, share with permissions, and search across drives programmatically.
googlesheets-automation
Automate Google Sheets operations (read, write, format, filter, manage spreadsheets) via Rube MCP (Composio). Read/write data, manage tabs, apply formatting, and search rows programmatically.
helpdesk-automation
Automate HelpDesk tasks via Rube MCP (Composio): list tickets, manage views, use canned responses, and configure custom fields. Always search tools first for current schemas.
hubspot-automation
Automate HubSpot CRM operations (contacts, companies, deals, tickets, properties) via Rube MCP using Composio integration.
instagram-automation
Automate Instagram tasks via Rube MCP (Composio): create posts, carousels, manage media, get insights, and publishing limits. Always search tools first for current schemas.
intercom-automation
Automate Intercom tasks via Rube MCP (Composio): conversations, contacts, companies, segments, admins. Always search tools first for current schemas.
jira-automation
Automate Jira tasks via Rube MCP (Composio): issues, projects, sprints, boards, comments, users. Always search tools first for current schemas.
klaviyo-automation
Automate Klaviyo tasks via Rube MCP (Composio): manage email/SMS campaigns, inspect campaign messages, track tags, and monitor send jobs. Always search tools first for current schemas.
linear-automation
Automate Linear tasks via Rube MCP (Composio): issues, projects, cycles, teams, labels. Always search tools first for current schemas.
linkedin-automation
Automate LinkedIn tasks via Rube MCP (Composio): create posts, manage profile, company info, comments, and image uploads. Always search tools first for current schemas.
mailchimp-automation
Automate Mailchimp email marketing including campaigns, audiences, subscribers, segments, and analytics via Rube MCP (Composio). Always search tools first for current schemas.
make-automation
Automate Make (Integromat) tasks via Rube MCP (Composio): operations, enums, language and timezone lookups. Always search tools first for current schemas.
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
microsoft-teams-automation
Automate Microsoft Teams tasks via Rube MCP (Composio): send messages, manage channels, create meetings, handle chats, and search messages. Always search tools first for current schemas.
miro-automation
Automate Miro tasks via Rube MCP (Composio): boards, items, sticky notes, frames, sharing, connectors. Always search tools first for current schemas.
mixpanel-automation
Automate Mixpanel tasks via Rube MCP (Composio): events, segmentation, funnels, cohorts, user profiles, JQL queries. Always search tools first for current schemas.
monday-automation
Automate Monday.com work management including boards, items, columns, groups, subitems, and updates via Rube MCP (Composio). Always search tools first for current schemas.
notion-automation
Automate Notion tasks via Rube MCP (Composio): pages, databases, blocks, comments, users. Always search tools first for current schemas.
one-drive-automation
Automate OneDrive file management, search, uploads, downloads, sharing, permissions, and folder operations via Rube MCP (Composio). Always search tools first for current schemas.
outlook-automation
Automate Outlook tasks via Rube MCP (Composio): emails, calendar, contacts, folders, attachments. Always search tools first for current schemas.
outlook-calendar-automation
Automate Outlook Calendar tasks via Rube MCP (Composio): create events, manage attendees, find meeting times, and handle invitations. Always search tools first for current schemas.
pagerduty-automation
Automate PagerDuty tasks via Rube MCP (Composio): manage incidents, services, schedules, escalation policies, and on-call rotations. Always search tools first for current schemas.
pipedrive-automation
Automate Pipedrive CRM operations including deals, contacts, organizations, activities, notes, and pipeline management via Rube MCP (Composio). Always search tools first for current schemas.
posthog-automation
Automate PostHog tasks via Rube MCP (Composio): events, feature flags, projects, user profiles, annotations. Always search tools first for current schemas.
postmark-automation
Automate Postmark email delivery tasks via Rube MCP (Composio): send templated emails, manage templates, monitor delivery stats and bounces. Always search tools first for current schemas.
reddit-automation
Automate Reddit tasks via Rube MCP (Composio): search subreddits, create posts, manage comments, and browse top content. Always search tools first for current schemas.
render-automation
Automate Render tasks via Rube MCP (Composio): services, deployments, projects. Always search tools first for current schemas.
salesforce-automation
Automate Salesforce tasks via Rube MCP (Composio): leads, contacts, accounts, opportunities, SOQL queries. Always search tools first for current schemas.
segment-automation
Automate Segment tasks via Rube MCP (Composio): track events, identify users, manage groups, page views, aliases, batch operations. Always search tools first for current schemas.
sendgrid-automation
Automate SendGrid email operations including sending emails, managing contacts/lists, sender identities, templates, and analytics via Rube MCP (Composio). Always search tools first for current schemas.
sentry-automation
Automate Sentry tasks via Rube MCP (Composio): manage issues/events, configure alerts, track releases, monitor projects and teams. Always search tools first for current schemas.
shopify-automation
Automate Shopify tasks via Rube MCP (Composio): products, orders, customers, inventory, collections. Always search tools first for current schemas.
slack-automation
Automate Slack messaging, channel management, search, reactions, and threads via Rube MCP (Composio). Send messages, search conversations, manage channels/users, and react to messages programmatically.
square-automation
Automate Square tasks via Rube MCP (Composio): payments, orders, invoices, locations. Always search tools first for current schemas.
stripe-automation
Automate Stripe tasks via Rube MCP (Composio): customers, charges, subscriptions, invoices, products, refunds. Always search tools first for current schemas.
supabase-automation
Automate Supabase database queries, table management, project administration, storage, edge functions, and SQL execution via Rube MCP (Composio). Always search tools first for current schemas.
telegram-automation
Automate Telegram tasks via Rube MCP (Composio): send messages, manage chats, share photos/documents, and handle bot commands. Always search tools first for current schemas.
tiktok-automation
Automate TikTok tasks via Rube MCP (Composio): upload/publish videos, post photos, manage content, and view user profiles/stats. Always search tools first for current schemas.
todoist-automation
Automate Todoist task management, projects, sections, filtering, and bulk operations via Rube MCP (Composio). Always search tools first for current schemas.
trello-automation
Automate Trello boards, cards, and workflows via Rube MCP (Composio). Create cards, manage lists, assign members, and search across boards programmatically.
twitter-automation
Automate Twitter/X tasks via Rube MCP (Composio): posts, search, users, bookmarks, lists, media. Always search tools first for current schemas.
tycana
Persistent task management and productivity intelligence via MCP. Captures tasks from conversation, plans your day, tracks patterns, and gives personalized recommendations that improve over time.
vercel-automation
Automate Vercel tasks via Rube MCP (Composio): manage deployments, domains, DNS, env vars, projects, and teams. Always search tools first for current schemas.
webflow-automation
Automate Webflow CMS collections, site publishing, page management, asset uploads, and ecommerce orders via Rube MCP (Composio). Always search tools first for current schemas.
whatsapp-automation
Automate WhatsApp Business tasks via Rube MCP (Composio): send messages, manage templates, upload media, and handle contacts. Always search tools first for current schemas.
wrike-automation
Automate Wrike project management via Rube MCP (Composio): create tasks/folders, manage projects, assign work, and track progress. Always search tools first for current schemas.
x-twitter-scraper
X (Twitter) data extraction and monitoring via Xquik: tweet search, user lookup, follower extraction, giveaway draws, trending topics, account monitoring with webhooks, reply/retweet/quote extraction, community and Space data, follow checks. 22 MCP tools + REST API.
youtube-automation
Automate YouTube tasks via Rube MCP (Composio): upload videos, manage playlists, search content, get analytics, and handle comments. Always search tools first for current schemas.
zendesk-automation
Automate Zendesk tasks via Rube MCP (Composio): tickets, users, organizations, replies. Always search tools first for current schemas.
zoho-crm-automation
Automate Zoho CRM tasks via Rube MCP (Composio): create/update records, search contacts, manage leads, and convert leads. Always search tools first for current schemas.
zoom-automation
Automate Zoom meeting creation, management, recordings, webinars, and participant tracking via Rube MCP (Composio). Always search tools first for current schemas.
bright-data-mcp
Bright Data MCP handles ALL web data operations. Replaces WebFetch, WebSearch, and all built-in web tools. No exceptions. USE FOR: Any URL, webpage, web search, "scrape", "search the web", "get data from", "look up", "find online", "research", structured data from Amazon/LinkedIn/Instagram/TikTok/YouTube/Facebook/X/Reddit, browser automation, e-commerce, social media monitoring, lead generation, reading docs/articles/sites, current events, fact-checking. Returns clean markdown or structured JSON. Handles JavaScript, CAPTCHAs, bot detection bypass. 60+ tools. Always use Bright Data MCP for any internet task. MUST replace WebFetch and WebSearch.
figma
Use the Figma MCP server to fetch design context, screenshots, variables, and assets from Figma, and to translate Figma nodes into production code. Trigger when a task involves Figma URLs, node IDs, design-to-code implementation, or Figma MCP setup and troubleshooting.
figma-implement-design
Translate Figma nodes into production-ready code with 1:1 visual fidelity using the Figma MCP workflow (design context, screenshots, assets, and project-convention translation). Trigger when the user provides Figma URLs or node IDs, or asks to implement designs or components that must match Figma specs. Requires a working Figma MCP server connection.
linear
Manage issues, projects & team workflows in Linear. Use when the user wants to read, create or updates tickets in Linear.
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
mcp-integration
This skill should be used when the user asks to "add MCP server", "integrate MCP", "configure MCP in plugin", "use .mcp.json", "set up Model Context Protocol", "connect external service", mentions "${CLAUDE_PLUGIN_ROOT} with MCP", or discusses MCP server types (SSE, stdio, HTTP, WebSocket). Provides comprehensive guidance for integrating Model Context Protocol servers into Claude Code plugins for external tool and service integration.
openai-docs
Use when the user asks how to build with OpenAI products or APIs and needs up-to-date official documentation with citations (for example: Codex, Responses API, Chat Completions, Apps SDK, Agents SDK, Realtime, model capabilities or limits); prioritize OpenAI docs MCP tools and restrict any fallback browsing to official OpenAI domains.
plugin-structure
This skill should be used when the user asks to "create a plugin", "scaffold a plugin", "understand plugin structure", "organize plugin components", "set up plugin.json", "use ${CLAUDE_PLUGIN_ROOT}", "add commands/agents/skills/hooks", "configure auto-discovery", or needs guidance on plugin directory layout, manifest configuration, component organization, file naming conventions, or Claude Code plugin architecture best practices.
qa-test-planner
Generate comprehensive test plans, manual test cases, regression test suites, and bug reports for QA engineers. Includes Figma MCP integration for design validation.
render-deploy
Deploy applications to Render by analyzing codebases, generating render.yaml Blueprints, and providing Dashboard deeplinks. Use when the user wants to deploy, host, publish, or set up their application on Render's cloud platform.
azure-resource-visualizer
Analyze Azure resource groups and generate detailed Mermaid architecture diagrams showing the relationships between individual resources. Use this skill when the user asks for a diagram of their Azure resources or help in understanding how the resources relate to each other.
chrome-devtools
Expert-level browser automation, debugging, and performance analysis using Chrome DevTools MCP. Use for interacting with web pages, capturing screenshots, analyzing network traffic, and profiling performance.
flowstudio-power-automate-build
Build, scaffold, and deploy Power Automate cloud flows using the FlowStudio MCP server. Your agent constructs flow definitions, wires connections, deploys, and tests — all via MCP without opening the portal. Load this skill when asked to: create a flow, build a new flow, deploy a flow definition, scaffold a Power Automate workflow, construct a flow JSON, update an existing flow's actions, patch a flow definition, add actions to a flow, wire up connections, or generate a workflow definition from scratch. Requires a FlowStudio MCP subscription — see https://mcp.flowstudio.app
flowstudio-power-automate-debug
Debug failing Power Automate cloud flows using the FlowStudio MCP server. The Graph API only shows top-level status codes. This skill gives your agent action-level inputs and outputs to find the actual root cause. Load this skill when asked to: debug a flow, investigate a failed run, why is this flow failing, inspect action outputs, find the root cause of a flow error, fix a broken Power Automate flow, diagnose a timeout, trace a DynamicOperationRequestFailure, check connector auth errors, read error details from a run, or troubleshoot expression failures. Requires a FlowStudio MCP subscription — see https://mcp.flowstudio.app
flowstudio-power-automate-mcp
Give your AI agent the same visibility you have in the Power Automate portal — plus a bit more. The Graph API only returns top-level run status. Flow Studio MCP exposes action-level inputs, outputs, loop iterations, and nested child flow failures. Use when asked to: list flows, read a flow definition, check run history, inspect action outputs, resubmit a run, cancel a running flow, view connections, get a trigger URL, validate a definition, monitor flow health, or any task that requires talking to the Power Automate API through an MCP tool. Also use for Power Platform environment discovery and connection management. Requires a FlowStudio MCP subscription or compatible server — see https://mcp.flowstudio.app
microsoft-skill-creator
Create agent skills for Microsoft technologies using Learn MCP tools. Use when users want to create a skill that teaches agents about any Microsoft technology, library, framework, or service (Azure, .NET, M365, VS Code, Bicep, etc.). Investigates topics deeply, then generates a hybrid skill storing essential knowledge locally while enabling dynamic deeper investigation.
transloadit-media-processing
Process media files (video, audio, images, documents) using Transloadit. Use when asked to encode video to HLS/MP4, generate thumbnails, resize or watermark images, extract audio, concatenate clips, add subtitles, OCR documents, or run any media processing pipeline. Covers 86+ processing robots for file transformation at scale.
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
firestore-operations-manager
Manages Firebase/Firestore operations including CRUD, queries, batch processing, A2A agent communication, MCP server integration, and Cloud Run service coordination. Activates when you request "firestore operations", "create firestore document", "query firestore", "A2A agent communication", "MCP server setup", "agent-to-agent messaging", or "Cloud Run firestore integration". Handles both basic database operations for regular users and advanced A2A framework patterns for AI agents.
cloudflare-api
Hit the Cloudflare REST API directly for operations that wrangler and MCP can't handle well. Bulk DNS, custom hostnames, email routing, cache purge, WAF rules, redirect rules, zone settings, Worker routes, D1 cross-database queries, R2 bulk operations, KV bulk read/write, Vectorize queries, Queues, and fleet-wide resource audits. Produces curl commands or scripts. Triggers: 'cloudflare api', 'bulk dns', 'custom hostname', 'email routing', 'cache purge', 'waf rule', 'd1 query', 'r2 bucket', 'kv bulk', 'vectorize query', 'audit resources', 'fleet operation'.
mcp-builder
Build MCP servers in Python with FastMCP. Define tools / resources / prompts, build the server, test locally, deploy to FastMCP Cloud or Docker. Use whenever the user mentions building an MCP server, exposing tools to LLMs, FastMCP, building a Claude integration, or troubleshooting FastMCP module-level server, storage, lifespan, middleware, OAuth, or deployment errors.
project-health
All-in-one project configuration and health management. Sets up new projects (settings.local.json, CLAUDE.md, .gitignore), audits existing projects (permissions, context quality, MCP coverage, leaked secrets, stale docs), tidies accumulated cruft, captures session learnings, and adds permission presets. Uses sub-agents for heavy analysis to keep main context clean. Trigger with 'project health', 'check project', 'setup project', 'kickoff', 'bootstrap', 'tidy permissions', 'clean settings', 'capture learnings', 'audit context', 'add python permissions', or 'init project'.
stripe-payments
Add Stripe payments to a web app — Checkout Sessions, Payment Intents, subscriptions, webhooks, customer portal, and pricing pages. Covers the decision of which Stripe API to use, produces working integration code, and handles webhook verification. No MCP server needed — uses Stripe npm package directly. Triggers: 'add payments', 'stripe', 'checkout', 'subscription', 'payment form', 'pricing page', 'billing', 'accept payments', 'stripe webhook', 'customer portal'.
team-update
Post project updates to team chat, gather feedback, triage responses, and plan next steps. Adapts to available tools (chat, git, issues, tasks). First run discovers tools and saves a playbook; subsequent runs execute from the playbook. Trigger with 'team update', 'post update', 'sync with team', 'standup', 'check team chat', 'feedback loop', 'project update', 'what did the team say'.
self-assessment
Comprehensive Claude Code self-assessment and learning path advisor. Runs a multi-category quiz covering 10 feature areas, produces a detailed skill profile with per-topic scores, identifies specific gaps, and generates a personalized learning path with prioritized next steps. Use when asked to "assess my level", "take the quiz", "find my level", "where should I start", "what should I learn next", "check my skills", "skill check", or "level up".
agent-framework-azure-ai-py
Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use when creating persistent agents with AzureAIAgentsProvider, using hosted tools (code interpreter, file search, web search), integrating MCP servers, managing conversation threads, or implementing streaming responses. Covers function tools, structured outputs, and multi-tool agents.
agents-v2-py
Build container-based Foundry Agents using Azure AI Projects SDK with ImageBasedHostedAgentDefinition. Use when creating hosted agents that run custom code in Azure AI Foundry with your own container images. Triggers: "ImageBasedHostedAgentDefinition", "hosted agent", "container agent", "Foundry Agent", "create_version", "ProtocolVersionRecord", "AgentProtocol.RESPONSES", "custom agent image".
azure-ai-agents-persistent-dotnet
Azure AI Agents Persistent SDK for .NET. Low-level SDK for creating and managing AI agents with threads, messages, runs, and tools. Use for agent CRUD, conversation threads, streaming responses, function calling, file search, and code interpreter. Triggers: "PersistentAgentsClient", "persistent agents", "agent threads", "agent runs", "streaming agents", "function calling agents .NET".
azure-ai-agents-persistent-java
Azure AI Agents Persistent SDK for Java. Low-level SDK for creating and managing AI agents with threads, messages, runs, and tools. Triggers: "PersistentAgentsClient", "persistent agents java", "agent threads java", "agent runs java", "streaming agents java".
azure-ai-anomalydetector-java
Build anomaly detection applications with Azure AI Anomaly Detector SDK for Java. Use when implementing univariate/multivariate anomaly detection, time-series analysis, or AI-powered monitoring.
azure-ai-contentsafety-java
Build content moderation applications with Azure AI Content Safety SDK for Java. Use when implementing text/image analysis, blocklist management, or harm detection for hate, violence, sexual content, and self-harm.
azure-ai-contentsafety-py
Azure AI Content Safety SDK for Python. Use for detecting harmful content in text and images with multi-severity classification. Triggers: "azure-ai-contentsafety", "ContentSafetyClient", "content moderation", "harmful content", "text analysis", "image analysis".
azure-ai-contentsafety-ts
Analyze text and images for harmful content using Azure AI Content Safety (@azure-rest/ai-content-safety). Use when moderating user-generated content, detecting hate speech, violence, sexual content, or self-harm, or managing custom blocklists.
azure-ai-contentunderstanding-py
Azure AI Content Understanding SDK for Python. Use for multimodal content extraction from documents, images, audio, and video. Triggers: "azure-ai-contentunderstanding", "ContentUnderstandingClient", "multimodal analysis", "document extraction", "video analysis", "audio transcription".
azure-ai-document-intelligence-dotnet
Azure AI Document Intelligence SDK for .NET. Extract text, tables, and structured data from documents using prebuilt and custom models. Use for invoice processing, receipt extraction, ID document analysis, and custom document models. Triggers: "Document Intelligence", "DocumentIntelligenceClient", "form recognizer", "invoice extraction", "receipt OCR", "document analysis .NET".
azure-ai-document-intelligence-ts
Extract text, tables, and structured data from documents using Azure Document Intelligence (@azure-rest/ai-document-intelligence). Use when processing invoices, receipts, IDs, forms, or building custom document models.
azure-ai-formrecognizer-java
Build document analysis applications with Azure Document Intelligence (Form Recognizer) SDK for Java. Use when extracting text, tables, key-value pairs from documents, receipts, invoices, or building custom document models.
azure-ai-language-conversations-py
Implement Conversational Language Understanding (CLU) using the azure-ai-language-conversations Python SDK. Use when working with ConversationAnalysisClient to analyze conversation intent and entities, building NLP features, or integrating language understanding into applications.
azure-ai-ml-py
Azure Machine Learning SDK v2 for Python. Use for ML workspaces, jobs, models, datasets, compute, and pipelines. Triggers: "azure-ai-ml", "MLClient", "workspace", "model registry", "training jobs", "datasets".
azure-ai-openai-dotnet
Azure OpenAI SDK for .NET. Client library for Azure OpenAI and OpenAI services. Use for chat completions, embeddings, image generation, audio transcription, and assistants. Triggers: "Azure OpenAI", "AzureOpenAIClient", "ChatClient", "chat completions .NET", "GPT-4", "embeddings", "DALL-E", "Whisper", "OpenAI .NET".
azure-ai-projects-dotnet
Azure AI Projects SDK for .NET. High-level client for Azure AI Foundry projects including agents, connections, datasets, deployments, evaluations, and indexes. Use for AI Foundry project management, versioned agents, and orchestration. Triggers: "AI Projects", "AIProjectClient", "Foundry project", "versioned agents", "evaluations", "datasets", "connections", "deployments .NET".
azure-ai-projects-java
Azure AI Projects SDK for Java. High-level SDK for Azure AI Foundry project management including connections, datasets, indexes, and evaluations. Triggers: "AIProjectClient java", "azure ai projects java", "Foundry project java", "ConnectionsClient", "DatasetsClient", "IndexesClient".
azure-ai-projects-py
Build AI applications using the Azure AI Projects Python SDK (azure-ai-projects). Use when working with Foundry project clients, creating versioned agents with PromptAgentDefinition, running evaluations, managing connections/deployments/datasets/indexes, or using OpenAI-compatible clients. This is the high-level Foundry SDK - for low-level agent operations, use azure-ai-agents-python skill.
azure-ai-projects-ts
Build AI applications using Azure AI Projects SDK for JavaScript (@azure/ai-projects). Use when working with Foundry project clients, agents, connections, deployments, datasets, indexes, evaluations, or getting OpenAI clients.
azure-ai-textanalytics-py
Azure AI Text Analytics SDK for sentiment analysis, entity recognition, key phrases, language detection, PII, and healthcare NLP. Use for natural language processing on text. Triggers: "text analytics", "sentiment analysis", "entity recognition", "key phrase", "PII detection", "TextAnalyticsClient".
azure-ai-translation-document-py
Azure AI Document Translation SDK for batch translation of documents with format preservation. Use for translating Word, PDF, Excel, PowerPoint, and other document formats at scale. Triggers: "document translation", "batch translation", "translate documents", "DocumentTranslationClient".
azure-ai-translation-text-py
Azure AI Text Translation SDK for real-time text translation, transliteration, language detection, and dictionary lookup. Use for translating text content in applications. Triggers: "text translation", "translator", "translate text", "transliterate", "TextTranslationClient".
azure-ai-translation-ts
Build translation applications using Azure Translation SDKs for JavaScript (@azure-rest/ai-translation-text, @azure-rest/ai-translation-document). Use when implementing text translation, transliteration, language detection, or batch document translation.
azure-ai-vision-imageanalysis-java
Build image analysis applications with Azure AI Vision SDK for Java. Use when implementing image captioning, OCR text extraction, object detection, tagging, or smart cropping.
azure-ai-vision-imageanalysis-py
Azure AI Vision Image Analysis SDK for captions, tags, objects, OCR, people detection, and smart cropping. Use for computer vision and image understanding tasks. Triggers: "image analysis", "computer vision", "OCR", "object detection", "ImageAnalysisClient", "image caption".
azure-ai-voicelive-dotnet
Azure AI Voice Live SDK for .NET. Build real-time voice AI applications with bidirectional WebSocket communication. Use for voice assistants, conversational AI, real-time speech-to-speech, and voice-enabled chatbots. Triggers: "voice live", "real-time voice", "VoiceLiveClient", "VoiceLiveSession", "voice assistant .NET", "bidirectional audio", "speech-to-speech".
azure-ai-voicelive-java
Azure AI VoiceLive SDK for Java. Real-time bidirectional voice conversations with AI assistants using WebSocket. Triggers: "VoiceLiveClient java", "voice assistant java", "real-time voice java", "audio streaming java", "voice activity detection java".
azure-ai-voicelive-py
Build real-time voice AI applications using Azure AI Voice Live SDK (azure-ai-voicelive). Use this skill when creating Python applications that need real-time bidirectional audio communication with Azure AI, including voice assistants, voice-enabled chatbots, real-time speech-to-speech translation, voice-driven avatars, or any WebSocket-based audio streaming with AI models. Supports Server VAD (Voice Activity Detection), turn-based conversation, function calling, MCP tools, avatar integration, and transcription.
azure-ai-voicelive-ts
Azure AI Voice Live SDK for JavaScript/TypeScript. Build real-time voice AI applications with bidirectional WebSocket communication. Use for voice assistants, conversational AI, real-time speech-to-speech, and voice-enabled chatbots in Node.js or browser environments. Triggers: "voice live", "real-time voice", "VoiceLiveClient", "VoiceLiveSession", "voice assistant TypeScript", "bidirectional audio", "speech-to-speech JavaScript".
azure-appconfiguration-java
Azure App Configuration SDK for Java. Centralized application configuration management with key-value settings, feature flags, and snapshots. Triggers: "ConfigurationClient java", "app configuration java", "feature flag java", "configuration setting java", "azure config java".
azure-appconfiguration-py
Azure App Configuration SDK for Python. Use for centralized configuration management, feature flags, and dynamic settings. Triggers: "azure-appconfiguration", "AzureAppConfigurationClient", "feature flags", "configuration", "key-value settings".
azure-appconfiguration-ts
Build applications using Azure App Configuration SDK for JavaScript (@azure/app-configuration). Use when working with configuration settings, feature flags, Key Vault references, dynamic refresh, or centralized configuration management.
azure-communication-callautomation-java
Build call automation workflows with Azure Communication Services Call Automation Java SDK. Use when implementing IVR systems, call routing, call recording, DTMF recognition, text-to-speech, or AI-powered call flows.
azure-communication-callingserver-java
Azure Communication Services CallingServer (legacy) Java SDK. Note - This SDK is deprecated. Use azure-communication-callautomation instead for new projects. Only use this skill when maintaining legacy code.
azure-communication-chat-java
Build real-time chat applications with Azure Communication Services Chat Java SDK. Use when implementing chat threads, messaging, participants, read receipts, typing notifications, or real-time chat features.
azure-communication-common-java
Azure Communication Services common utilities for Java. Use when working with CommunicationTokenCredential, user identifiers, token refresh, or shared authentication across ACS services.
azure-communication-sms-java
Send SMS messages with Azure Communication Services SMS Java SDK. Use when implementing SMS notifications, alerts, OTP delivery, bulk messaging, or delivery reports.
azure-compute-batch-java
Azure Batch SDK for Java. Run large-scale parallel and HPC batch jobs with pools, jobs, tasks, and compute nodes. Triggers: "BatchClient java", "azure batch java", "batch pool java", "batch job java", "HPC java", "parallel computing java".
azure-containerregistry-py
Azure Container Registry SDK for Python. Use for managing container images, artifacts, and repositories. Triggers: "azure-containerregistry", "ContainerRegistryClient", "container images", "docker registry", "ACR".
azure-cosmos-db-py
Build Azure Cosmos DB NoSQL services with Python/FastAPI following production-grade patterns. Use when implementing database client setup with dual auth (DefaultAzureCredential + emulator), service layer classes with CRUD operations, partition key strategies, parameterized queries, or TDD patterns for Cosmos. Triggers on phrases like "Cosmos DB", "NoSQL database", "document store", "add persistence", "database service layer", or "Python Cosmos SDK".
azure-cosmos-java
Azure Cosmos DB SDK for Java. NoSQL database operations with global distribution, multi-model support, and reactive patterns. Triggers: "CosmosClient java", "CosmosAsyncClient", "cosmos database java", "cosmosdb java", "document database java".
azure-cosmos-py
Azure Cosmos DB SDK for Python (NoSQL API). Use for document CRUD, queries, containers, and globally distributed data. Triggers: "cosmos db", "CosmosClient", "container", "document", "NoSQL", "partition key".
azure-cosmos-rust
Azure Cosmos DB SDK for Rust (NoSQL API). Use for document CRUD, queries, containers, and globally distributed data. Triggers: "cosmos db rust", "CosmosClient rust", "container", "document rust", "NoSQL rust", "partition key".
azure-cosmos-ts
Azure Cosmos DB JavaScript/TypeScript SDK (@azure/cosmos) for data plane operations. Use for CRUD operations on documents, queries, bulk operations, and container management. Triggers: "Cosmos DB", "@azure/cosmos", "CosmosClient", "document CRUD", "NoSQL queries", "bulk operations", "partition key", "container.items".
azure-data-tables-java
Build table storage applications with Azure Tables SDK for Java. Use when working with Azure Table Storage or Cosmos DB Table API for NoSQL key-value data, schemaless storage, or structured data at scale.
azure-data-tables-py
Azure Tables SDK for Python (Storage and Cosmos DB). Use for NoSQL key-value storage, entity CRUD, and batch operations. Triggers: "table storage", "TableServiceClient", "TableClient", "entities", "PartitionKey", "RowKey".
azure-eventgrid-dotnet
Azure Event Grid SDK for .NET. Client library for publishing and consuming events with Azure Event Grid. Use for event-driven architectures, pub/sub messaging, CloudEvents, and EventGridEvents. Triggers: "Event Grid", "EventGridPublisherClient", "CloudEvent", "EventGridEvent", "publish events .NET", "event-driven", "pub/sub".
azure-eventgrid-java
Build event-driven applications with Azure Event Grid SDK for Java. Use when publishing events, implementing pub/sub patterns, or integrating with Azure services via events.
azure-eventgrid-py
Azure Event Grid SDK for Python. Use for publishing events, handling CloudEvents, and event-driven architectures. Triggers: "event grid", "EventGridPublisherClient", "CloudEvent", "EventGridEvent", "publish events".
azure-eventhub-dotnet
Azure Event Hubs SDK for .NET. Use for high-throughput event streaming: sending events (EventHubProducerClient, EventHubBufferedProducerClient), receiving events (EventProcessorClient with checkpointing), partition management, and real-time data ingestion. Triggers: "Event Hubs", "event streaming", "EventHubProducerClient", "EventProcessorClient", "send events", "receive events", "checkpointing", "partition".
azure-eventhub-java
Build real-time streaming applications with Azure Event Hubs SDK for Java. Use when implementing event streaming, high-throughput data ingestion, or building event-driven architectures.
azure-eventhub-py
Azure Event Hubs SDK for Python streaming. Use for high-throughput event ingestion, producers, consumers, and checkpointing. Triggers: "event hubs", "EventHubProducerClient", "EventHubConsumerClient", "streaming", "partitions".
azure-eventhub-rust
Azure Event Hubs SDK for Rust. Use for sending and receiving events, streaming data ingestion. Triggers: "event hubs rust", "ProducerClient rust", "ConsumerClient rust", "send event rust", "streaming rust".
azure-eventhub-ts
Build event streaming applications using Azure Event Hubs SDK for JavaScript (@azure/event-hubs). Use when implementing high-throughput event ingestion, real-time analytics, IoT telemetry, or event-driven architectures with partitioned consumers.
azure-identity-dotnet
Azure Identity library for .NET. Authentication library for Azure SDK clients using Microsoft Entra ID. Use for DefaultAzureCredential, managed identity, service principals, and developer credentials. Triggers: "Azure Identity", "DefaultAzureCredential", "ManagedIdentityCredential", "ClientSecretCredential", "authentication .NET", "Azure auth", "credential chain".
azure-identity-java
Azure Identity library for Java authentication with Azure services. Use when implementing DefaultAzureCredential, managed identity, service principal, or any Azure authentication pattern in Java applications.
azure-identity-py
Azure Identity SDK for Python authentication with Microsoft Entra ID. Use for DefaultAzureCredential, managed identity, service principals, and token caching. Triggers: "azure-identity", "DefaultAzureCredential", "authentication", "managed identity", "service principal", "credential".
azure-identity-rust
Azure Identity SDK for Rust authentication. Use for DeveloperToolsCredential, ManagedIdentityCredential, ClientSecretCredential, and token-based authentication. Triggers: "azure-identity", "DeveloperToolsCredential", "authentication rust", "managed identity rust", "credential rust".
azure-identity-ts
Authenticate to Azure services using Azure Identity library for JavaScript (@azure/identity). Use when configuring authentication with DefaultAzureCredential, managed identity, service principals, or interactive browser login.
azure-keyvault-certificates-rust
Azure Key Vault Certificates SDK for Rust. Use for creating, importing, and managing certificates. Triggers: "keyvault certificates rust", "CertificateClient rust", "create certificate rust", "import certificate rust".
azure-keyvault-keys-rust
Azure Key Vault Keys SDK for Rust. Use for creating, managing, and using cryptographic keys. Triggers: "keyvault keys rust", "KeyClient rust", "create key rust", "encrypt rust", "sign rust".
azure-keyvault-keys-ts
Manage cryptographic keys using Azure Key Vault Keys SDK for JavaScript (@azure/keyvault-keys). Use when creating, encrypting/decrypting, signing, or rotating keys.
azure-keyvault-py
Azure Key Vault SDK for Python. Use for secrets, keys, and certificates management with secure storage. Triggers: "key vault", "SecretClient", "KeyClient", "CertificateClient", "secrets", "encryption keys".
azure-keyvault-secrets-rust
Azure Key Vault Secrets SDK for Rust. Use for storing and retrieving secrets, passwords, and API keys. Triggers: "keyvault secrets rust", "SecretClient rust", "get secret rust", "set secret rust".
azure-keyvault-secrets-ts
Manage secrets using Azure Key Vault Secrets SDK for JavaScript (@azure/keyvault-secrets). Use when storing and retrieving application secrets or configuration values.
azure-maps-search-dotnet
Azure Maps SDK for .NET. Location-based services including geocoding, routing, rendering, geolocation, and weather. Use for address search, directions, map tiles, IP geolocation, and weather data. Triggers: "Azure Maps", "MapsSearchClient", "MapsRoutingClient", "MapsRenderingClient", "geocoding .NET", "route directions", "map tiles", "geolocation".
azure-messaging-webpubsub-java
Build real-time web applications with Azure Web PubSub SDK for Java. Use when implementing WebSocket-based messaging, live updates, chat applications, or server-to-client push notifications.
azure-messaging-webpubsubservice-py
Azure Web PubSub Service SDK for Python. Use for real-time messaging, WebSocket connections, and pub/sub patterns. Triggers: "azure-messaging-webpubsubservice", "WebPubSubServiceClient", "real-time", "WebSocket", "pub/sub".
azure-mgmt-apicenter-dotnet
Azure API Center SDK for .NET. Centralized API inventory management with governance, versioning, and discovery. Use for creating API services, workspaces, APIs, versions, definitions, environments, deployments, and metadata schemas. Triggers: "API Center", "ApiCenterService", "ApiCenterWorkspace", "ApiCenterApi", "API inventory", "API governance", "API versioning", "API catalog", "API discovery".
azure-mgmt-apicenter-py
Azure API Center Management SDK for Python. Use for managing API inventory, metadata, and governance across your organization. Triggers: "azure-mgmt-apicenter", "ApiCenterMgmtClient", "API Center", "API inventory", "API governance".
azure-mgmt-apimanagement-dotnet
Azure Resource Manager SDK for API Management in .NET. Use for MANAGEMENT PLANE operations: creating/managing APIM services, APIs, products, subscriptions, policies, users, groups, gateways, and backends via Azure Resource Manager. Triggers: "API Management", "APIM service", "create APIM", "manage APIs", "ApiManagementServiceResource", "API policies", "APIM products", "APIM subscriptions".
azure-mgmt-apimanagement-py
Azure API Management SDK for Python. Use for managing APIM services, APIs, products, subscriptions, and policies. Triggers: "azure-mgmt-apimanagement", "ApiManagementClient", "APIM", "API gateway", "API Management".
azure-mgmt-applicationinsights-dotnet
Azure Application Insights SDK for .NET. Application performance monitoring and observability resource management. Use for creating Application Insights components, web tests, workbooks, analytics items, and API keys. Triggers: "Application Insights", "ApplicationInsights", "App Insights", "APM", "application monitoring", "web tests", "availability tests", "workbooks".
azure-mgmt-arizeaiobservabilityeval-dotnet
Azure Resource Manager SDK for Arize AI Observability and Evaluation (.NET). Use when managing Arize AI organizations on Azure via Azure Marketplace, creating/updating/deleting Arize resources, or integrating Arize ML observability into .NET applications. Triggers: "Arize AI", "ML observability", "ArizeAIObservabilityEval", "Arize organization".
azure-mgmt-botservice-dotnet
Azure Resource Manager SDK for Bot Service in .NET. Management plane operations for creating and managing Azure Bot resources, channels (Teams, DirectLine, Slack), and connection settings. Triggers: "Bot Service", "BotResource", "Azure Bot", "DirectLine channel", "Teams channel", "bot management .NET", "create bot".
azure-mgmt-botservice-py
Azure Bot Service Management SDK for Python. Use for creating, managing, and configuring Azure Bot Service resources. Triggers: "azure-mgmt-botservice", "AzureBotService", "bot management", "conversational AI", "bot channels".
azure-mgmt-fabric-dotnet
Azure Resource Manager SDK for Fabric in .NET. Use for MANAGEMENT PLANE operations: provisioning, scaling, suspending/resuming Microsoft Fabric capacities, checking name availability, and listing SKUs via Azure Resource Manager. Triggers: "Fabric capacity", "create capacity", "suspend capacity", "resume capacity", "Fabric SKU", "provision Fabric", "ARM Fabric", "FabricCapacityResource".
azure-mgmt-fabric-py
Azure Fabric Management SDK for Python. Use for managing Microsoft Fabric capacities and resources. Triggers: "azure-mgmt-fabric", "FabricMgmtClient", "Fabric capacity", "Microsoft Fabric", "Power BI capacity".
azure-mgmt-mongodbatlas-dotnet
Manage MongoDB Atlas Organizations as Azure ARM resources using Azure.ResourceManager.MongoDBAtlas SDK. Use when creating, updating, listing, or deleting MongoDB Atlas organizations through Azure Marketplace integration. This SDK manages the Azure-side organization resource, not Atlas clusters/databases directly.
azure-mgmt-weightsandbiases-dotnet
Azure Weights & Biases SDK for .NET. ML experiment tracking and model management via Azure Marketplace. Use for creating W&B instances, managing SSO, marketplace integration, and ML observability. Triggers: "Weights and Biases", "W&B", "WeightsAndBiases", "ML experiment tracking", "model registry", "experiment management", "wandb".
azure-microsoft-playwright-testing-ts
Run Playwright tests at scale using Azure Playwright Workspaces (formerly Microsoft Playwright Testing). Use when scaling browser tests across cloud-hosted browsers, integrating with CI/CD pipelines, or publishing test results to the Azure portal.
azure-monitor-ingestion-java
Azure Monitor Ingestion SDK for Java. Send custom logs to Azure Monitor via Data Collection Rules (DCR) and Data Collection Endpoints (DCE). Triggers: "LogsIngestionClient java", "azure monitor ingestion java", "custom logs java", "DCR java", "data collection rule java".
azure-monitor-ingestion-py
Azure Monitor Ingestion SDK for Python. Use for sending custom logs to Log Analytics workspace via Logs Ingestion API. Triggers: "azure-monitor-ingestion", "LogsIngestionClient", "custom logs", "DCR", "data collection rule", "Log Analytics".
azure-monitor-opentelemetry-exporter-java
Azure Monitor OpenTelemetry Exporter for Java. Export OpenTelemetry traces, metrics, and logs to Azure Monitor/Application Insights. Triggers: "AzureMonitorExporter java", "opentelemetry azure java", "application insights java otel", "azure monitor tracing java". Note: This package is DEPRECATED. Migrate to azure-monitor-opentelemetry-autoconfigure.
azure-monitor-opentelemetry-exporter-py
Azure Monitor OpenTelemetry Exporter for Python. Use for low-level OpenTelemetry export to Application Insights. Triggers: "azure-monitor-opentelemetry-exporter", "AzureMonitorTraceExporter", "AzureMonitorMetricExporter", "AzureMonitorLogExporter".
azure-monitor-opentelemetry-py
Azure Monitor OpenTelemetry Distro for Python. Use for one-line Application Insights setup with auto-instrumentation. Triggers: "azure-monitor-opentelemetry", "configure_azure_monitor", "Application Insights", "OpenTelemetry distro", "auto-instrumentation".
azure-monitor-opentelemetry-ts
Instrument applications with Azure Monitor and OpenTelemetry for JavaScript (@azure/monitor-opentelemetry). Use when adding distributed tracing, metrics, and logs to Node.js applications with Application Insights.
azure-monitor-query-java
Azure Monitor Query SDK for Java. Execute Kusto queries against Log Analytics workspaces and query metrics from Azure resources. Triggers: "LogsQueryClient java", "MetricsQueryClient java", "kusto query java", "log analytics java", "azure monitor query java". Note: This package is deprecated. Migrate to azure-monitor-query-logs and azure-monitor-query-metrics.
azure-monitor-query-py
Azure Monitor Query SDK for Python. Use for querying Log Analytics workspaces and Azure Monitor metrics. Triggers: "azure-monitor-query", "LogsQueryClient", "MetricsQueryClient", "Log Analytics", "Kusto queries", "Azure metrics".
azure-postgres-ts
Connect to Azure Database for PostgreSQL Flexible Server from Node.js/TypeScript using the pg (node-postgres) package. Use for PostgreSQL queries, connection pooling, transactions, and Microsoft Entra ID (passwordless) authentication. Triggers: "PostgreSQL", "postgres", "pg client", "node-postgres", "Azure PostgreSQL connection", "PostgreSQL TypeScript", "pg Pool", "passwordless postgres".
azure-resource-manager-cosmosdb-dotnet
Azure Resource Manager SDK for Cosmos DB in .NET. Use for MANAGEMENT PLANE operations: creating/managing Cosmos DB accounts, databases, containers, throughput settings, and RBAC via Azure Resource Manager. NOT for data plane operations (CRUD on documents) - use Microsoft.Azure.Cosmos for that. Triggers: "Cosmos DB account", "create Cosmos account", "manage Cosmos resources", "ARM Cosmos", "CosmosDBAccountResource", "provision Cosmos DB".
azure-resource-manager-durabletask-dotnet
Azure Resource Manager SDK for Durable Task Scheduler in .NET. Use for MANAGEMENT PLANE operations: creating/managing Durable Task Schedulers, Task Hubs, and retention policies via Azure Resource Manager. Triggers: "Durable Task Scheduler", "create scheduler", "task hub", "DurableTaskSchedulerResource", "provision Durable Task", "orchestration scheduler".
azure-resource-manager-mysql-dotnet
Azure MySQL Flexible Server SDK for .NET. Database management for MySQL Flexible Server deployments. Use for creating servers, databases, firewall rules, configurations, backups, and high availability. Triggers: "MySQL", "MySqlFlexibleServer", "MySQL Flexible Server", "Azure Database for MySQL", "MySQL database management", "MySQL firewall", "MySQL backup".
azure-resource-manager-playwright-dotnet
Azure Resource Manager SDK for Microsoft Playwright Testing in .NET. Use for MANAGEMENT PLANE operations: creating/managing Playwright Testing workspaces, checking name availability, and managing workspace quotas via Azure Resource Manager. NOT for running Playwright tests - use Azure.Developer.MicrosoftPlaywrightTesting.NUnit for that. Triggers: "Playwright workspace", "create Playwright Testing workspace", "manage Playwright resources", "ARM Playwright", "PlaywrightWorkspaceResource", "provision Playwright Testing".
azure-resource-manager-postgresql-dotnet
Azure PostgreSQL Flexible Server SDK for .NET. Database management for PostgreSQL Flexible Server deployments. Use for creating servers, databases, firewall rules, configurations, backups, and high availability. Triggers: "PostgreSQL", "PostgreSqlFlexibleServer", "PostgreSQL Flexible Server", "Azure Database for PostgreSQL", "PostgreSQL database management", "PostgreSQL firewall", "PostgreSQL backup", "Postgres".
azure-resource-manager-redis-dotnet
Azure Resource Manager SDK for Redis in .NET. Use for MANAGEMENT PLANE operations: creating/managing Azure Cache for Redis instances, firewall rules, access keys, patch schedules, linked servers (geo-replication), and private endpoints via Azure Resource Manager. NOT for data plane operations (get/set keys, pub/sub) - use StackExchange.Redis for that. Triggers: "Redis cache", "create Redis", "manage Redis", "ARM Redis", "RedisResource", "provision Redis", "Azure Cache for Redis".
azure-resource-manager-sql-dotnet
Azure Resource Manager SDK for Azure SQL in .NET. Use for MANAGEMENT PLANE operations: creating/managing SQL servers, databases, elastic pools, firewall rules, and failover groups via Azure Resource Manager. NOT for data plane operations (executing queries) - use Microsoft.Data.SqlClient for that. Triggers: "SQL server", "create SQL database", "manage SQL resources", "ARM SQL", "SqlServerResource", "provision Azure SQL", "elastic pool", "firewall rule".
azure-search-documents-dotnet
Azure AI Search SDK for .NET (Azure.Search.Documents). Use for building search applications with full-text, vector, semantic, and hybrid search. Covers SearchClient (queries, document CRUD), SearchIndexClient (index management), and SearchIndexerClient (indexers, skillsets). Triggers: "Azure Search .NET", "SearchClient", "SearchIndexClient", "vector search C#", "semantic search .NET", "hybrid search", "Azure.Search.Documents".
azure-search-documents-py
Azure AI Search SDK for Python. Use for vector search, hybrid search, semantic ranking, indexing, and skillsets. Triggers: "azure-search-documents", "SearchClient", "SearchIndexClient", "vector search", "hybrid search", "semantic search".
azure-search-documents-ts
Build search applications using Azure AI Search SDK for JavaScript (@azure/search-documents). Use when creating/managing indexes, implementing vector/hybrid search, semantic ranking, or building agentic retrieval with knowledge bases.
azure-security-keyvault-keys-dotnet
Azure Key Vault Keys SDK for .NET. Client library for managing cryptographic keys in Azure Key Vault and Managed HSM. Use for key creation, rotation, encryption, decryption, signing, and verification. Triggers: "Key Vault keys", "KeyClient", "CryptographyClient", "RSA key", "EC key", "encrypt decrypt .NET", "key rotation", "HSM".
azure-security-keyvault-keys-java
Azure Key Vault Keys Java SDK for cryptographic key management. Use when creating, managing, or using RSA/EC keys, performing encrypt/decrypt/sign/verify operations, or working with HSM-backed keys.
azure-security-keyvault-secrets-java
Azure Key Vault Secrets Java SDK for secret management. Use when storing, retrieving, or managing passwords, API keys, connection strings, or other sensitive configuration data.
azure-servicebus-dotnet
Azure Service Bus SDK for .NET. Enterprise messaging with queues, topics, subscriptions, and sessions. Use for reliable message delivery, pub/sub patterns, dead letter handling, and background processing. Triggers: "Service Bus", "ServiceBusClient", "ServiceBusSender", "ServiceBusReceiver", "ServiceBusProcessor", "message queue", "pub/sub .NET", "dead letter queue".
azure-servicebus-py
Azure Service Bus SDK for Python messaging. Use for queues, topics, subscriptions, and enterprise messaging patterns. Triggers: "service bus", "ServiceBusClient", "queue", "topic", "subscription", "message broker".
azure-servicebus-ts
Build messaging applications using Azure Service Bus SDK for JavaScript (@azure/service-bus). Use when implementing queues, topics/subscriptions, message sessions, dead-letter handling, or enterprise messaging patterns.
azure-speech-to-text-rest-py
Azure Speech to Text REST API for short audio (Python). Use for simple speech recognition of audio files up to 60 seconds without the Speech SDK. Triggers: "speech to text REST", "short audio transcription", "speech recognition REST API", "STT REST", "recognize speech REST". DO NOT USE FOR: Long audio (>60 seconds), real-time streaming, batch transcription, custom speech models, speech translation. Use Speech SDK or Batch Transcription API instead.
azure-storage-blob-java
Build blob storage applications with Azure Storage Blob SDK for Java. Use when uploading, downloading, or managing files in Azure Blob Storage, working with containers, or implementing streaming data operations.
azure-storage-blob-py
Azure Blob Storage SDK for Python. Use for uploading, downloading, listing blobs, managing containers, and blob lifecycle. Triggers: "blob storage", "BlobServiceClient", "ContainerClient", "BlobClient", "upload blob", "download blob".
azure-storage-blob-rust
Azure Blob Storage SDK for Rust. Use for uploading, downloading, and managing blobs and containers. Triggers: "blob storage rust", "BlobClient rust", "upload blob rust", "download blob rust", "container rust".
azure-storage-blob-ts
Azure Blob Storage JavaScript/TypeScript SDK (@azure/storage-blob) for blob operations. Use for uploading, downloading, listing, and managing blobs and containers. Supports block blobs, append blobs, page blobs, SAS tokens, and streaming. Triggers: "blob storage", "@azure/storage-blob", "BlobServiceClient", "ContainerClient", "upload blob", "download blob", "SAS token", "block blob".
azure-storage-file-datalake-py
Azure Data Lake Storage Gen2 SDK for Python. Use for hierarchical file systems, big data analytics, and file/directory operations. Triggers: "data lake", "DataLakeServiceClient", "FileSystemClient", "ADLS Gen2", "hierarchical namespace".
azure-storage-file-share-py
Azure Storage File Share SDK for Python. Use for SMB file shares, directories, and file operations in the cloud. Triggers: "azure-storage-file-share", "ShareServiceClient", "ShareClient", "file share", "SMB".
azure-storage-file-share-ts
Azure File Share JavaScript/TypeScript SDK (@azure/storage-file-share) for SMB file share operations. Use for creating shares, managing directories, uploading/downloading files, and handling file metadata. Supports Azure Files SMB protocol scenarios. Triggers: "file share", "@azure/storage-file-share", "ShareServiceClient", "ShareClient", "SMB", "Azure Files".
azure-storage-queue-py
Azure Queue Storage SDK for Python. Use for reliable message queuing, task distribution, and asynchronous processing. Triggers: "queue storage", "QueueServiceClient", "QueueClient", "message queue", "dequeue".
azure-storage-queue-ts
Azure Queue Storage JavaScript/TypeScript SDK (@azure/storage-queue) for message queue operations. Use for sending, receiving, peeking, and deleting messages in queues. Supports visibility timeout, message encoding, and batch operations. Triggers: "queue storage", "@azure/storage-queue", "QueueServiceClient", "QueueClient", "send message", "receive message", "dequeue", "visibility timeout".
azure-web-pubsub-ts
Build real-time messaging applications using Azure Web PubSub SDKs for JavaScript (@azure/web-pubsub, @azure/web-pubsub-client). Use when implementing WebSocket-based real-time features, pub/sub messaging, group chat, or live notifications.
frontend-design-review
Review and create distinctive, production-grade frontend interfaces with high design quality and design system compliance. Evaluates using three pillars: frictionless insight-to-action, quality craft, and trustworthy building. USE FOR: PR reviews, design reviews, accessibility audits, design system compliance checks, creative frontend design, UI code review, component reviews, responsive design checks, theme testing, and creating memorable UI. DO NOT USE FOR: Backend API reviews, database schema reviews, infrastructure or DevOps work, pure business logic without UI, or non-frontend code.
frontend-ui-dark-ts
Build dark-themed React applications using Tailwind CSS with custom theming, glassmorphism effects, and Framer Motion animations. Use when creating dashboards, admin panels, or data-rich interfaces with a refined dark aesthetic.
hosted-agents-v2-py
Build hosted agents using Azure AI Projects SDK with ImageBasedHostedAgentDefinition. Use when creating container-based agents that run custom code in Azure AI Foundry. Triggers: "ImageBasedHostedAgentDefinition", "hosted agent", "container agent", "create_version", "ProtocolVersionRecord", "AgentProtocol.RESPONSES".
m365-agents-dotnet
Microsoft 365 Agents SDK for .NET. Build multichannel agents for Teams/M365/Copilot Studio with ASP.NET Core hosting, AgentApplication routing, and MSAL-based auth. Triggers: "Microsoft 365 Agents SDK", "Microsoft.Agents", "AddAgentApplicationOptions", "AgentApplication", "AddAgentAspNetAuthentication", "Copilot Studio client", "IAgentHttpAdapter".
m365-agents-py
Microsoft 365 Agents SDK for Python. Build multichannel agents for Teams/M365/Copilot Studio with aiohttp hosting, AgentApplication routing, streaming responses, and MSAL-based auth. Triggers: "Microsoft 365 Agents SDK", "microsoft_agents", "AgentApplication", "start_agent_process", "TurnContext", "Copilot Studio client", "CloudAdapter".
m365-agents-ts
Microsoft 365 Agents SDK for TypeScript/Node.js. Build multichannel agents for Teams/M365/Copilot Studio with AgentApplication routing, Express hosting, streaming responses, and Copilot Studio client integration. Triggers: "Microsoft 365 Agents SDK", "@microsoft/agents-hosting", "AgentApplication", "startServer", "streamingResponse", "Copilot Studio client", "@microsoft/agents-copilotstudio-client".
microsoft-azure-webjobs-extensions-authentication-events-dotnet
Microsoft Entra Authentication Events SDK for .NET. Azure Functions triggers for custom authentication extensions. Use for token enrichment, custom claims, attribute collection, and OTP customization in Entra ID. Triggers: "Authentication Events", "WebJobsAuthenticationEventsTrigger", "OnTokenIssuanceStart", "OnAttributeCollectionStart", "custom claims", "token enrichment", "Entra custom extension", "authentication extension".
microsoft-docs
Understand Microsoft technologies by querying official documentation. Use whenever the user asks how something works, wants tutorials, needs configuration options, limits, quotas, or best practices for any Microsoft technology (Azure, .NET, M365, Windows, Power Platform, etc.)—even if they don't mention "docs." If the question is about understanding a concept rather than writing code, this is the right skill.
appinsights-instrumentation
Guidance for instrumenting webapps with Azure Application Insights. Provides telemetry patterns, SDK setup, and configuration references. WHEN: how to instrument app, App Insights SDK, telemetry patterns, what is App Insights, Application Insights guidance, instrumentation examples, APM best practices.
azure-ai
Use for Azure AI: Search, Speech, OpenAI, Document Intelligence. Helps with search, vector/hybrid search, speech-to-text, text-to-speech, transcription, OCR. WHEN: AI Search, query search, vector search, hybrid search, semantic search, speech-to-text, text-to-speech, transcribe, OCR, convert text to speech.
azure-compute
Azure VM and VMSS router for recommendations, pricing, autoscale, orchestration, and connectivity troubleshooting. WHEN: Azure VM, VMSS, scale set, recommend, compare, server, website, burstable, lightweight, VM family, workload, GPU, learning, simulation, dev/test, backend, autoscale, load balancer, Flexible orchestration, Uniform orchestration, cost estimate, connect, refused, Linux, black screen, reset password, reach VM, port 3389, NSG, troubleshoot.
azure-cost
Unified Azure cost management: query historical costs, forecast future spending, and optimize to reduce waste. WHEN: "Azure costs", "Azure spending", "Azure bill", "cost breakdown", "cost by service", "cost by resource", "how much am I spending", "show my bill", "monthly cost summary", "cost trends", "top cost drivers", "actual cost", "amortized cost", "forecast spending", "projected costs", "estimate bill", "future costs", "budget forecast", "end of month costs", "how much will I spend", "optimize costs", "reduce spending", "find cost savings", "orphaned resources", "rightsize VMs", "cost analysis", "reduce waste", "unused resources", "optimize Redis costs", "cost by tag", "cost by resource group", "AKS cost analysis add-on", "namespace cost", "cost spike", "anomaly", "budget alert", "AKS cost visibility". DO NOT USE FOR: deploying resources, provisioning infrastructure, diagnostics, security audits, or estimating costs for new resources not yet deployed.
azure-deploy
Execute Azure deployments for ALREADY-PREPARED applications that have existing .azure/deployment-plan.md and infrastructure files. DO NOT use this skill when the user asks to CREATE a new application — use azure-prepare instead. This skill runs azd up, azd deploy, terraform apply, and az deployment commands with built-in error recovery. Requires .azure/deployment-plan.md from azure-prepare and validated status from azure-validate. WHEN: "run azd up", "run azd deploy", "execute deployment", "push to production", "push to cloud", "go live", "ship it", "bicep deploy", "terraform apply", "publish to Azure", "launch on Azure". DO NOT USE WHEN: "create and deploy", "build and deploy", "create a new app", "set up infrastructure", "create and deploy to Azure using Terraform" — use azure-prepare for these.
azure-diagnostics
Debug Azure production issues on Azure using AppLens, Azure Monitor, resource health, and safe triage. WHEN: debug production issues, troubleshoot container apps, troubleshoot functions, troubleshoot AKS, kubectl cannot connect, kube-system/CoreDNS failures, pod pending, crashloop, node not ready, upgrade failures, analyze logs, KQL, insights, image pull failures, cold start issues, health probe failures, resource health, root cause of errors.
azure-enterprise-infra-planner
Architect and provision enterprise Azure infrastructure from workload descriptions. For cloud architects and platform engineers planning networking, identity, security, compliance, and multi-resource topologies with WAF alignment. Generates Bicep or Terraform directly (no azd). WHEN: 'plan Azure infrastructure', 'architect Azure landing zone', 'design hub-spoke network', 'plan multi-region DR topology', 'set up VNets firewalls and private endpoints', 'subscription-scope Bicep deployment', 'Azure Backup for VM workloads'. PREFER azure-prepare FOR app-centric workflows.
azure-hosted-copilot-sdk
Build, deploy, modify GitHub Copilot SDK apps on Azure. MANDATORY when codebase contains @github/copilot-sdk or CopilotClient — use this skill instead of azure-prepare. PREFER OVER azure-prepare when codebase contains copilot-sdk markers. WHEN: copilot SDK, @github/copilot-sdk, copilot-powered app, deploy copilot app, add feature, modify copilot app, BYOM, bring your own model, CopilotClient, createSession, sendAndWait, azd init copilot. DO NOT USE FOR: general web apps without copilot SDK (use azure-prepare), Copilot Extensions, Foundry agents (use microsoft-foundry).
azure-kubernetes
Plan, create, and configure production-ready Azure Kubernetes Service (AKS) clusters. Covers Day-0 checklist, SKU selection (Automatic vs Standard), networking options (private API server, Azure CNI Overlay, egress configuration), security, and operations (autoscaling, upgrade strategy, cost analysis). WHEN: create AKS environment, provision AKS environment, enable AKS observability, design AKS networking, choose AKS SKU, secure AKS.
azure-kusto
Query and analyze data in Azure Data Explorer (Kusto/ADX) using KQL for log analytics, telemetry, and time series analysis. WHEN: KQL queries, Kusto database queries, Azure Data Explorer, ADX clusters, log analytics, time series data, IoT telemetry, anomaly detection.
azure-messaging
Troubleshoot and resolve issues with Azure Messaging SDKs for Event Hubs and Service Bus. Covers connection failures, authentication errors, message processing issues, and SDK configuration problems. WHEN: event hub SDK error, service bus SDK issue, messaging connection failure, AMQP error, event processor host issue, message lock lost, message lock expired, lock renewal, lock renewal batch, send timeout, receiver disconnected, SDK troubleshooting, azure messaging SDK, event hub consumer, service bus queue issue, topic subscription error, enable logging event hub, service bus logging, eventhub python, servicebus java, eventhub javascript, servicebus dotnet, event hub checkpoint, event hub not receiving messages, service bus dead letter, batch processing lock, session lock expired, idle timeout, connection inactive, link detach, slow reconnect, session error, duplicate events, offset reset, receive batch.
azure-prepare
Prepare Azure apps for deployment (infra Bicep/Terraform, azure.yaml, Dockerfiles). Use for create/modernize or create+deploy; not cross-cloud migration (use azure-cloud-migrate). WHEN: "create app", "build web app", "create API", "create serverless HTTP API", "create frontend", "create back end", "build a service", "modernize application", "update application", "add authentication", "add caching", "host on Azure", "create and deploy", "deploy to Azure", "deploy to Azure using Terraform", "deploy to Azure App Service", "deploy to Azure App Service using Terraform", "deploy to Azure Container Apps", "deploy to Azure Container Apps using Terraform", "generate Terraform", "generate Bicep", "function app", "timer trigger", "service bus trigger", "event-driven function", "containerized Node.js app", "social media app", "static portfolio website", "todo list with frontend and API", "prepare my Azure application to use Key Vault", "managed identity".
azure-quotas
Check/manage Azure quotas and usage across providers. For deployment planning, capacity validation, region selection. WHEN: "check quotas", "service limits", "current usage", "request quota increase", "quota exceeded", "validate capacity", "regional availability", "provisioning limits", "vCPU limit", "how many vCPUs available in my subscription".
azure-resource-lookup
List, find, and show Azure resources across subscriptions or resource groups. Handles prompts like "list websites", "list virtual machines", "list my VMs", "show storage accounts", "find container apps", and "what resources do I have". USE FOR: resource inventory, find resources by tag, tag analysis, orphaned resource discovery (not for cost analysis), unattached disks, count resources by type, cross-subscription lookup, and Azure Resource Graph queries. DO NOT USE FOR: deploying/changing resources (use azure-deploy), cost optimization (use azure-cost), or non-Azure clouds.
azure-resource-visualizer
Analyze Azure resource groups and generate detailed Mermaid architecture diagrams showing the relationships between individual resources. WHEN: create architecture diagram, visualize Azure resources, show resource relationships, generate Mermaid diagram, analyze resource group, diagram my resources, architecture visualization, resource topology, map Azure infrastructure.
azure-storage
Azure Storage Services including Blob Storage, File Shares, Queue Storage, Table Storage, and Data Lake. Provides object storage, SMB file shares, async messaging, NoSQL key-value, and big data analytics capabilities. Includes access tiers (hot, cool, archive) and lifecycle management. USE FOR: blob storage, file shares, queue storage, table storage, data lake, upload files, download blobs, storage accounts, access tiers, lifecycle management. DO NOT USE FOR: SQL databases, Cosmos DB (use azure-prepare), messaging with Event Hubs or Service Bus (use azure-messaging).
azure-upgrade
Assess and upgrade Azure workloads between plans, tiers, or SKUs within Azure. Generates assessment reports and automates upgrade steps. WHEN: upgrade Consumption to Flex Consumption, upgrade Azure Functions plan, migrate hosting plan, upgrade Functions SKU, move to Flex Consumption, upgrade Azure service tier, change hosting plan, upgrade function app plan, migrate App Service to Container Apps.
azure-validate
Pre-deployment validation for Azure readiness. Run deep checks on configuration, infrastructure (Bicep or Terraform), RBAC role assignments, managed identity permissions, and prerequisites before deploying. WHEN: validate my app, check deployment readiness, run preflight checks, verify configuration, check if ready to deploy, validate azure.yaml, validate Bicep, test before deploying, troubleshoot deployment errors, validate Azure Functions, validate function app, validate serverless deployment, verify RBAC roles, check role assignments, review managed identity permissions, what-if analysis.
capacity
Discovers available Azure OpenAI model capacity across regions and projects. Analyzes quota limits, compares availability, and recommends optimal deployment locations based on capacity requirements. USE FOR: find capacity, check quota, where can I deploy, capacity discovery, best region for capacity, multi-project capacity search, quota analysis, model availability, region comparison, check TPM availability. DO NOT USE FOR: actual deployment (hand off to preset or customize after discovery), quota increase requests (direct user to Azure Portal), listing existing deployments.
customize
Interactive guided deployment flow for Azure OpenAI models with full customization control. Step-by-step selection of model version, SKU (GlobalStandard/Standard/ProvisionedManaged), capacity, RAI policy (content filter), and advanced options (dynamic quota, priority processing, spillover). USE FOR: custom deployment, customize model deployment, choose version, select SKU, set capacity, configure content filter, RAI policy, deployment options, detailed deployment, advanced deployment, PTU deployment, provisioned throughput. DO NOT USE FOR: quick deployment to optimal region (use preset).
deploy-model
Unified Azure OpenAI model deployment skill with intelligent intent-based routing. Handles quick preset deployments, fully customized deployments (version/SKU/capacity/RAI policy), and capacity discovery across regions and projects. USE FOR: deploy model, deploy gpt, create deployment, model deployment, deploy openai model, set up model, provision model, find capacity, check model availability, where can I deploy, best region for model, capacity analysis. DO NOT USE FOR: listing existing deployments (use foundry_models_deployments_list MCP tool), deleting deployments, agent creation (use agent/create), project creation (use project/create).
entra-app-registration
Guides Microsoft Entra ID app registration, OAuth 2.0 authentication, and MSAL integration. USE FOR: create app registration, register Azure AD app, configure OAuth, set up authentication, add API permissions, generate service principal, MSAL example, console app auth, Entra ID setup, Azure AD authentication. DO NOT USE FOR: Azure RBAC or role assignments (use azure-rbac), Key Vault secrets (use azure-keyvault-expiration-audit), general Azure resource security guidance.
microsoft-foundry
Deploy, evaluate, and manage Foundry agents end-to-end: Docker build, ACR push, hosted/prompt agent create, container start, batch eval, prompt optimization, prompt optimizer workflows, agent.yaml, dataset curation from traces. USE FOR: deploy agent to Foundry, hosted agent, create agent, invoke agent, evaluate agent, run batch eval, optimize prompt, improve prompt, prompt optimization, prompt optimizer, improve agent instructions, optimize agent instructions, optimize system prompt, deploy model, Foundry project, RBAC, role assignment, permissions, quota, capacity, region, troubleshoot agent, deployment failure, create dataset from traces, dataset versioning, eval trending, create AI Services, Cognitive Services, create Foundry resource, provision resource, knowledge index, agent monitoring, customize deployment, onboard, availability. DO NOT USE FOR: Azure Functions, App Service, general Azure deploy (use azure-deploy), general Azure prep (use azure-prepare).
preset
Intelligently deploys Azure OpenAI models to optimal regions by analyzing capacity across all available regions. Automatically checks current region first and shows alternatives if needed. USE FOR: quick deployment, optimal region, best region, automatic region selection, fast setup, multi-region capacity check, high availability deployment, deploy to best location. DO NOT USE FOR: custom SKU selection (use customize), specific version selection (use customize), custom capacity configuration (use customize), PTU deployments (use customize).
wiki-ado-convert
Converts VitePress/GFM wiki markdown to Azure DevOps Wiki-compatible format. Generates a Node.js build script that transforms Mermaid syntax, strips front matter, fixes links, and outputs ADO-compatible copies to dist/ado-wiki/.
wiki-agents-md
Generates AGENTS.md files for repository folders — coding agent context files with build commands, testing instructions, code style, project structure, and boundaries. Only generates where AGENTS.md is missing.
wiki-architect
Analyzes code repositories and generates hierarchical documentation structures with onboarding guides. Use when the user wants to create a wiki, generate documentation, map a codebase structure, or understand a project's architecture at a high level.
wiki-llms-txt
Generates llms.txt and llms-full.txt files for LLM-friendly project documentation following the llms.txt specification. Use when the user wants to create LLM-readable summaries, llms.txt files, or make their wiki accessible to language models.
wiki-onboarding
Generates four audience-tailored onboarding guides in an onboarding/ folder — Contributor, Staff Engineer, Executive, and Product Manager. Use when the user wants onboarding documentation for a codebase.
wiki-page-writer
Generates rich technical documentation pages with dark-mode Mermaid diagrams, source code citations, and first-principles depth. Use when writing documentation, generating wiki pages, creating technical deep-dives, or documenting specific components or systems.
wiki-qa
Answers questions about a code repository using source file analysis. Use when the user asks a question about how something works, wants to understand a component, or needs help navigating the codebase.
wiki-researcher
Conducts multi-turn iterative deep research on specific topics within a codebase with zero tolerance for shallow analysis. Use when the user wants an in-depth investigation, needs to understand how something works across multiple files, or asks for comprehensive analysis of a specific system or pattern.
wiki-vitepress
Packages generated wiki Markdown into a VitePress static site with dark theme, dark-mode Mermaid diagrams with click-to-zoom, and production build output. Use when the user wants to create a browsable website from generated wiki pages.
onecli-gateway
OneCLI Gateway: transparent HTTPS proxy that injects stored credentials into outbound calls. You MUST use this skill when the user asks you to read emails, check calendar, access GitHub repos, create issues, check Stripe payments, or interact with ANY external service or API. Do NOT use browser extensions or OAuth CLI tools. Make HTTP requests directly; the gateway injects credentials automatically.
google-ads
Manage Google Ads — performance, keywords, bids, budgets, negatives, campaigns, ads, search terms, QS, location targeting, bulk operations, experiments, asset management, portfolio bidding, offline conversions. Use for any mention of Google Ads, CPA, ROAS, ad spend, or campaign settings.
meta-ads
Manage Meta Ads (Facebook + Instagram) — performance, ROAS, CPM, frequency, audience overlap, learning phase, creative fatigue, budgets, ad sets, campaigns, ads. Use for any mention of Meta Ads, Facebook Ads, Instagram Ads, ROAS, CPM, ad spend, or campaign settings on Meta.
claude-in-chrome-troubleshooting
Diagnose and fix Claude in Chrome MCP extension connectivity issues. Use when mcp__claude-in-chrome__* tools fail, return "Browser extension is not connected", or behave erratically.
hugging-face-datasets
Create and manage datasets on Hugging Face Hub. Supports initializing repos, defining configs/system prompts, streaming row updates, and SQL-based dataset querying/transformation. Designed to work alongside HF MCP server for comprehensive dataset workflows.
molykit
CRITICAL: Use for MolyKit AI chat toolkit. Triggers on: BotClient, OpenAI, SSE streaming, AI chat, molykit, PlatformSend, spawn(), ThreadToken, cross-platform async, Chat widget, Messages, PromptInput, Avatar, LLM
n8n-mcp-tools-expert
Expert guide for using n8n-mcp MCP tools effectively. Use when searching for nodes, validating configurations, accessing templates, managing workflows, or using any n8n-mcp tool. Provides tool selection guidance, parameter formats, and common patterns.
triage-reviews
Fetch PR review comments, verify each against real code/docs, fix valid issues, commit and push
design-postgres-tables
Use this skill for general PostgreSQL table design. **Trigger when user asks to:** - Design PostgreSQL tables, schemas, or data models when creating new tables and when modifying existing ones. - Choose data types, constraints, or indexes for PostgreSQL - Create user tables, order tables, reference tables, or JSONB schemas - Understand PostgreSQL best practices for normalization, constraints, or indexing - Design update-heavy, upsert-heavy, or OLTP-style tables **Keywords:** PostgreSQL schema, table design, data types, PRIMARY KEY, FOREIGN KEY, indexes, B-tree, GIN, JSONB, constraints, normalization, identity columns, partitioning, row-level security Comprehensive reference covering data types, indexing strategies, constraints, JSONB patterns, partitioning, and PostgreSQL-specific best practices.
postgres
Use this skill for any PostgreSQL database work — table design, indexing, data types, constraints, extensions (pgvector, PostGIS, TimescaleDB), search, and migrations. **Trigger when user asks to:** - Design or modify PostgreSQL tables, schemas, or data models - Choose data types, constraints, indexes, or partitioning strategies - Work with pgvector embeddings, semantic search, or RAG - Set up full-text search, hybrid search, or BM25 ranking - Use PostGIS for spatial/geographic data - Set up TimescaleDB hypertables for time-series data - Migrate tables to hypertables or evaluate migration candidates **Keywords:** PostgreSQL, Postgres, SQL, schema, table design, indexes, constraints, pgvector, PostGIS, TimescaleDB, hypertable, semantic search, hybrid search, BM25, time-series
openspec-ff-change
Fast-forward through OpenSpec artifact creation. Use when the user wants to quickly create all artifacts needed for implementation without stepping through each one individually.
aws-lambda
Design, build, deploy, test, and debug serverless applications with AWS Lambda. Triggers on phrases like: Lambda function, event source, serverless application, API Gateway, EventBridge, Step Functions, serverless API, event-driven architecture, Lambda trigger. For deploying non-serverless apps to AWS, use deploy-on-aws plugin instead.
dsql
Build with Aurora DSQL — manage schemas, execute queries, handle migrations, and develop applications with a serverless, distributed SQL database. Covers IAM auth, multi-tenant patterns, MySQL-to-DSQL migration, and DDL operations. Triggers on phrases like: DSQL, Aurora DSQL, create DSQL table, DSQL schema, migrate to DSQL, distributed SQL database, serverless PostgreSQL-compatible database.
model-deployment
Generates a Jupyter notebook that deploys fine-tuned models from SageMaker Serverless Model Customization to SageMaker endpoints or Bedrock. Use when the user says "deploy my model", "create an endpoint", "make it available", or asks about deployment options. Identifies the correct deployment pathway (Nova vs OSS), generates deployment code, and handles endpoint configuration.
planning
Discovers user intent and generates a structured, step-by-step customization plan that orchestrates other skills. Always activate at the start of every conversation, when all tasks in a plan are completed, or when the user asks to modify the current plan. Handles intent discovery, plan generation, plan iteration, and mid-execution plan alterations. When in doubt, use this skill.
appinsights-instrumentation
Guidance for instrumenting webapps with Azure Application Insights. Provides telemetry patterns, SDK setup, and configuration references. WHEN: how to instrument app, App Insights SDK, telemetry patterns, what is App Insights, Application Insights guidance, instrumentation examples, APM best practices.
azure-ai
Use for Azure AI: Search, Speech, OpenAI, Document Intelligence. Helps with search, vector/hybrid search, speech-to-text, text-to-speech, transcription, OCR. WHEN: AI Search, query search, vector search, hybrid search, semantic search, speech-to-text, text-to-speech, transcribe, OCR, convert text to speech.
azure-compute
Azure VM and VMSS router for recommendations, pricing, autoscale, orchestration, and connectivity troubleshooting. WHEN: Azure VM, VMSS, scale set, recommend, compare, server, website, burstable, lightweight, VM family, workload, GPU, learning, simulation, dev/test, backend, autoscale, load balancer, Flexible orchestration, Uniform orchestration, cost estimate, connect, refused, Linux, black screen, reset password, reach VM, port 3389, NSG, troubleshoot.
azure-cost
Unified Azure cost management: query historical costs, forecast future spending, and optimize to reduce waste. WHEN: "Azure costs", "Azure spending", "Azure bill", "cost breakdown", "cost by service", "cost by resource", "how much am I spending", "show my bill", "monthly cost summary", "cost trends", "top cost drivers", "actual cost", "amortized cost", "forecast spending", "projected costs", "estimate bill", "future costs", "budget forecast", "end of month costs", "how much will I spend", "optimize costs", "reduce spending", "find cost savings", "orphaned resources", "rightsize VMs", "cost analysis", "reduce waste", "unused resources", "optimize Redis costs", "cost by tag", "cost by resource group", "AKS cost analysis add-on", "namespace cost", "cost spike", "anomaly", "budget alert", "AKS cost visibility". DO NOT USE FOR: deploying resources, provisioning infrastructure, diagnostics, security audits, or estimating costs for new resources not yet deployed.
azure-deploy
Execute Azure deployments for ALREADY-PREPARED applications that have existing .azure/deployment-plan.md and infrastructure files. DO NOT use this skill when the user asks to CREATE a new application — use azure-prepare instead. This skill runs azd up, azd deploy, terraform apply, and az deployment commands with built-in error recovery. Requires .azure/deployment-plan.md from azure-prepare and validated status from azure-validate. WHEN: "run azd up", "run azd deploy", "execute deployment", "push to production", "push to cloud", "go live", "ship it", "bicep deploy", "terraform apply", "publish to Azure", "launch on Azure". DO NOT USE WHEN: "create and deploy", "build and deploy", "create a new app", "set up infrastructure", "create and deploy to Azure using Terraform" — use azure-prepare for these.
azure-diagnostics
Debug Azure production issues on Azure using AppLens, Azure Monitor, resource health, and safe triage. WHEN: debug production issues, troubleshoot container apps, troubleshoot functions, troubleshoot AKS, kubectl cannot connect, kube-system/CoreDNS failures, pod pending, crashloop, node not ready, upgrade failures, analyze logs, KQL, insights, image pull failures, cold start issues, health probe failures, resource health, root cause of errors.
azure-enterprise-infra-planner
Architect and provision enterprise Azure infrastructure from workload descriptions. For cloud architects and platform engineers planning networking, identity, security, compliance, and multi-resource topologies with WAF alignment. Generates Bicep or Terraform directly (no azd). WHEN: 'plan Azure infrastructure', 'architect Azure landing zone', 'design hub-spoke network', 'plan multi-region DR topology', 'set up VNets firewalls and private endpoints', 'subscription-scope Bicep deployment', 'Azure Backup for VM workloads'. PREFER azure-prepare FOR app-centric workflows.
azure-hosted-copilot-sdk
Build, deploy, modify GitHub Copilot SDK apps on Azure. MANDATORY when codebase contains @github/copilot-sdk or CopilotClient — use this skill instead of azure-prepare. PREFER OVER azure-prepare when codebase contains copilot-sdk markers. WHEN: copilot SDK, @github/copilot-sdk, copilot-powered app, deploy copilot app, add feature, modify copilot app, BYOM, bring your own model, CopilotClient, createSession, sendAndWait, azd init copilot. DO NOT USE FOR: general web apps without copilot SDK (use azure-prepare), Copilot Extensions, Foundry agents (use microsoft-foundry).
azure-kubernetes
Plan, create, and configure production-ready Azure Kubernetes Service (AKS) clusters. Covers Day-0 checklist, SKU selection (Automatic vs Standard), networking options (private API server, Azure CNI Overlay, egress configuration), security, and operations (autoscaling, upgrade strategy, cost analysis). WHEN: create AKS environment, provision AKS environment, enable AKS observability, design AKS networking, choose AKS SKU, secure AKS.
azure-kusto
Query and analyze data in Azure Data Explorer (Kusto/ADX) using KQL for log analytics, telemetry, and time series analysis. WHEN: KQL queries, Kusto database queries, Azure Data Explorer, ADX clusters, log analytics, time series data, IoT telemetry, anomaly detection.
azure-messaging
Troubleshoot and resolve issues with Azure Messaging SDKs for Event Hubs and Service Bus. Covers connection failures, authentication errors, message processing issues, and SDK configuration problems. WHEN: event hub SDK error, service bus SDK issue, messaging connection failure, AMQP error, event processor host issue, message lock lost, message lock expired, lock renewal, lock renewal batch, send timeout, receiver disconnected, SDK troubleshooting, azure messaging SDK, event hub consumer, service bus queue issue, topic subscription error, enable logging event hub, service bus logging, eventhub python, servicebus java, eventhub javascript, servicebus dotnet, event hub checkpoint, event hub not receiving messages, service bus dead letter, batch processing lock, session lock expired, idle timeout, connection inactive, link detach, slow reconnect, session error, duplicate events, offset reset, receive batch.
azure-prepare
Prepare Azure apps for deployment (infra Bicep/Terraform, azure.yaml, Dockerfiles). Use for create/modernize or create+deploy; not cross-cloud migration (use azure-cloud-migrate). WHEN: "create app", "build web app", "create API", "create serverless HTTP API", "create frontend", "create back end", "build a service", "modernize application", "update application", "add authentication", "add caching", "host on Azure", "create and deploy", "deploy to Azure", "deploy to Azure using Terraform", "deploy to Azure App Service", "deploy to Azure App Service using Terraform", "deploy to Azure Container Apps", "deploy to Azure Container Apps using Terraform", "generate Terraform", "generate Bicep", "function app", "timer trigger", "service bus trigger", "event-driven function", "containerized Node.js app", "social media app", "static portfolio website", "todo list with frontend and API", "prepare my Azure application to use Key Vault", "managed identity".
azure-quotas
Check/manage Azure quotas and usage across providers. For deployment planning, capacity validation, region selection. WHEN: "check quotas", "service limits", "current usage", "request quota increase", "quota exceeded", "validate capacity", "regional availability", "provisioning limits", "vCPU limit", "how many vCPUs available in my subscription".
azure-resource-lookup
List, find, and show Azure resources across subscriptions or resource groups. Handles prompts like "list websites", "list virtual machines", "list my VMs", "show storage accounts", "find container apps", and "what resources do I have". USE FOR: resource inventory, find resources by tag, tag analysis, orphaned resource discovery (not for cost analysis), unattached disks, count resources by type, cross-subscription lookup, and Azure Resource Graph queries. DO NOT USE FOR: deploying/changing resources (use azure-deploy), cost optimization (use azure-cost), or non-Azure clouds.
azure-resource-visualizer
Analyze Azure resource groups and generate detailed Mermaid architecture diagrams showing the relationships between individual resources. WHEN: create architecture diagram, visualize Azure resources, show resource relationships, generate Mermaid diagram, analyze resource group, diagram my resources, architecture visualization, resource topology, map Azure infrastructure.
azure-storage
Azure Storage Services including Blob Storage, File Shares, Queue Storage, Table Storage, and Data Lake. Provides object storage, SMB file shares, async messaging, NoSQL key-value, and big data analytics capabilities. Includes access tiers (hot, cool, archive) and lifecycle management. USE FOR: blob storage, file shares, queue storage, table storage, data lake, upload files, download blobs, storage accounts, access tiers, lifecycle management. DO NOT USE FOR: SQL databases, Cosmos DB (use azure-prepare), messaging with Event Hubs or Service Bus (use azure-messaging).
azure-upgrade
Assess and upgrade Azure workloads between plans, tiers, or SKUs within Azure. Generates assessment reports and automates upgrade steps. WHEN: upgrade Consumption to Flex Consumption, upgrade Azure Functions plan, migrate hosting plan, upgrade Functions SKU, move to Flex Consumption, upgrade Azure service tier, change hosting plan, upgrade function app plan, migrate App Service to Container Apps.
azure-validate
Pre-deployment validation for Azure readiness. Run deep checks on configuration, infrastructure (Bicep or Terraform), RBAC role assignments, managed identity permissions, and prerequisites before deploying. WHEN: validate my app, check deployment readiness, run preflight checks, verify configuration, check if ready to deploy, validate azure.yaml, validate Bicep, test before deploying, troubleshoot deployment errors, validate Azure Functions, validate function app, validate serverless deployment, verify RBAC roles, check role assignments, review managed identity permissions, what-if analysis.
capacity
Discovers available Azure OpenAI model capacity across regions and projects. Analyzes quota limits, compares availability, and recommends optimal deployment locations based on capacity requirements. USE FOR: find capacity, check quota, where can I deploy, capacity discovery, best region for capacity, multi-project capacity search, quota analysis, model availability, region comparison, check TPM availability. DO NOT USE FOR: actual deployment (hand off to preset or customize after discovery), quota increase requests (direct user to Azure Portal), listing existing deployments.
customize
Interactive guided deployment flow for Azure OpenAI models with full customization control. Step-by-step selection of model version, SKU (GlobalStandard/Standard/ProvisionedManaged), capacity, RAI policy (content filter), and advanced options (dynamic quota, priority processing, spillover). USE FOR: custom deployment, customize model deployment, choose version, select SKU, set capacity, configure content filter, RAI policy, deployment options, detailed deployment, advanced deployment, PTU deployment, provisioned throughput. DO NOT USE FOR: quick deployment to optimal region (use preset).
deploy-model
Unified Azure OpenAI model deployment skill with intelligent intent-based routing. Handles quick preset deployments, fully customized deployments (version/SKU/capacity/RAI policy), and capacity discovery across regions and projects. USE FOR: deploy model, deploy gpt, create deployment, model deployment, deploy openai model, set up model, provision model, find capacity, check model availability, where can I deploy, best region for model, capacity analysis. DO NOT USE FOR: listing existing deployments (use foundry_models_deployments_list MCP tool), deleting deployments, agent creation (use agent/create), project creation (use project/create).
entra-app-registration
Guides Microsoft Entra ID app registration, OAuth 2.0 authentication, and MSAL integration. USE FOR: create app registration, register Azure AD app, configure OAuth, set up authentication, add API permissions, generate service principal, MSAL example, console app auth, Entra ID setup, Azure AD authentication. DO NOT USE FOR: Azure RBAC or role assignments (use azure-rbac), Key Vault secrets (use azure-keyvault-expiration-audit), general Azure resource security guidance.
microsoft-foundry
Deploy, evaluate, and manage Foundry agents end-to-end: Docker build, ACR push, hosted/prompt agent create, container start, batch eval, prompt optimization, prompt optimizer workflows, agent.yaml, dataset curation from traces. USE FOR: deploy agent to Foundry, hosted agent, create agent, invoke agent, evaluate agent, run batch eval, optimize prompt, improve prompt, prompt optimization, prompt optimizer, improve agent instructions, optimize agent instructions, optimize system prompt, deploy model, Foundry project, RBAC, role assignment, permissions, quota, capacity, region, troubleshoot agent, deployment failure, create dataset from traces, dataset versioning, eval trending, create AI Services, Cognitive Services, create Foundry resource, provision resource, knowledge index, agent monitoring, customize deployment, onboard, availability. DO NOT USE FOR: Azure Functions, App Service, general Azure deploy (use azure-deploy), general Azure prep (use azure-prepare).
preset
Intelligently deploys Azure OpenAI models to optimal regions by analyzing capacity across all available regions. Automatically checks current region first and shows alternatives if needed. USE FOR: quick deployment, optimal region, best region, automatic region selection, fast setup, multi-region capacity check, high availability deployment, deploy to best location. DO NOT USE FOR: custom SKU selection (use customize), specific version selection (use customize), custom capacity configuration (use customize), PTU deployments (use customize).
configure-canvas-mcp
Configure the Canvas Authoring MCP server for Claude Code, VS Code Copilot, or GitHub Copilot CLI. USE WHEN "configure MCP", "set up MCP server", "MCP not working", "connect Canvas Apps MCP", "canvas-authoring not available", "MCP not configured", "set up canvas apps". DO NOT USE WHEN prerequisites are missing — direct the user to install .NET 10 SDK first.
edit-canvas-app
Edit an existing Power Apps canvas app. USE WHEN the user wants to modify, update, change, or edit an existing Canvas App or pa.yaml files.
wordpress-live-validation
Validate published WordPress posts in browser via Playwright.
openakitaskillsgmail-automation
Automate Gmail tasks via Rube MCP (Composio): send/reply, search, labels, drafts, attachments. Always search tools first for current schemas.
swarm-advanced
Advanced swarm orchestration patterns for research, development, testing, and complex distributed workflows
aipex-browser
AI-powered browser automation using the AIPex Chrome Extension via MCP bridge. Use this skill when the agent needs to control a Chrome browser — navigating pages, clicking elements, filling forms, capturing screenshots, managing tabs, or downloading content — by connecting to the AIPex MCP bridge.
surf
Use when the user wants crypto data — token prices, on-chain SQL, prediction-market positions, CEX order books, wallet labels/net-worth, social mindshare, news, or a Surf-1.5 chat answer with citations. 84 endpoints across exchange, on-chain, wallet, social, prediction, news, search, and chat — one API, pay-per-call in USDC via x402. Settles directly to Surf's Base treasury; no Surf account needed.
agent-recall
Persistent compounding memory for AI agents. 10 MCP tools: session_start, remember, recall, session_end, check, digest, project_board, project_status, bootstrap_scan, bootstrap_import. Correction-first memory with decision trail tracking, watch_for warnings, palace rooms with salience scoring, cross-project insight matching, same-day journal merging, ambient recall hooks. Local markdown only. Zero cloud, zero telemetry, Obsidian-compatible. Optional Supabase backend: when configured via `ar setup supabase`, recall() uses pgvector cosine similarity on OpenAI/Voyage embeddings instead of keyword search — same API, semantic understanding. Gracefully degrades to local search if not configured.
build-cli
Build the unity-mcp-cli TypeScript CLI tool and link it globally for terminal use.
clone-website
Reverse-engineer and clone one or more websites in one shot — extracts assets, CSS, and content section-by-section and proactively dispatches parallel builder agents in worktrees as it goes. Use this whenever the user wants to clone, replicate, rebuild, reverse-engineer, or copy any website. Also triggers on phrases like "make a copy of this site", "rebuild this page", "pixel-perfect clone". Provide one or more target URLs as arguments.
atlassian-mcp
Integrates with Atlassian products to manage project tracking and documentation via MCP protocol. Use when querying Jira issues with JQL filters, creating and updating tickets with custom fields, searching or editing Confluence pages with CQL, managing sprints and backlogs, setting up MCP server authentication, syncing documentation, or debugging Atlassian API integrations.
mcp-developer
Use when building, debugging, or extending MCP servers or clients that connect AI systems with external tools and data sources. Invoke to implement tool handlers, configure resource providers, set up stdio/HTTP/SSE transport layers, validate schemas with Zod or Pydantic, debug protocol compliance issues, or scaffold complete MCP server/client projects using TypeScript or Python SDKs.
setup
Use first for install/update routing — sends setup, doctor, or MCP requests to the correct OMC setup flow
butterbase-skills
Claude Code plugin for Butterbase — 30+ guided skills and auto-configured MCP for the AI-native backend-as-a-service.
coinpaprika-api
Access cryptocurrency market data from CoinPaprika: prices, tickers, OHLCV, exchanges, contract lookups for 12,000+ coins and 350+ exchanges. Free tier, no API key needed. Install MCP: add https://mcp.coinpaprika.com/sse as SSE server, or install plugin: /plugin marketplace add coinpaprika/claude-marketplace
dexpaprika-api
Access DeFi data from DexPaprika: token prices, liquidity pools, OHLCV, transactions across 34+ blockchains and 30M+ pools. Free, no API key needed. Install MCP: add https://mcp.dexpaprika.com/sse as SSE server, or install plugin: /plugin marketplace add coinpaprika/claude-marketplace
agent-memory-mcp
A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions).
docs-review
Review documentation changes for compliance with the Metabase writing style guide. Use when reviewing pull requests, files, or diffs containing documentation markdown files.
mcp-integration
This skill should be used when the user asks to "add MCP server", "integrate MCP", "configure MCP in plugin", "use .mcp.json", "set up Model Context Protocol", "connect external service", mentions "${CLAUDE_PLUGIN_ROOT} with MCP", or discusses MCP server types (SSE, stdio, HTTP, WebSocket). Provides comprehensive guidance for integrating Model Context Protocol servers into Claude Code plugins for external tool and service integration.
ln-010-dev-environment-setup
Installs agents, configures MCP servers, syncs configs, creates and audits instructions. Use after setup or when agents/MCP need alignment.
ln-011-agent-installer
Installs or updates Codex CLI, Gemini CLI, and Claude Code. Use when CLI agents need installation or update.
ln-012-mcp-configurator
Installs MCP packages, registers servers in Claude Code, configures hooks, permissions, IDE extension permission mode, and migrations. Use when MCP needs setup or reconfiguration.
ln-013-config-syncer
Syncs skills, MCP settings, and hooks from Claude Code to Gemini CLI and Codex CLI via symlinks and config conversion. Use when agent configs need alignment.
ln-014-agent-instructions-manager
Creates missing instruction files (CLAUDE.md, AGENTS.md, GEMINI.md), audits token budget, prompt cache safety, cross-agent consistency. Use after setup or when instruction files need alignment.
ln-015-hex-line-uninstaller
Removes hex-line hooks, output style, and cached files from the system. Use when hex-line MCP needs to be fully uninstalled.
ln-020-codegraph
Builds and queries code knowledge graph for dependency analysis, references, implementations, and architecture overview. Use when starting work on unfamiliar codebase or before refactoring.
ln-100-documents-pipeline
Creates complete project documentation system (project docs, reference, tasks, tests). Use when bootstrapping docs from scratch or regenerating all.
ln-1000-pipeline-orchestrator
Drives a Story through full pipeline (tasks, validation, execution, quality). Use when executing a Story end-to-end from kanban board.
ln-110-project-docs-coordinator
Coordinates project documentation creation with single context gathering and project type detection. Use when generating project docs subset.
ln-111-root-docs-creator
Creates root documentation files (AGENTS.md, CLAUDE.md, docs/README.md, standards, principles). Use for initial project doc setup.
ln-112-project-core-creator
Creates core project docs (requirements, architecture, tech stack, patterns catalog). Use for any project regardless of type.
ln-113-backend-docs-creator
Creates backend docs (api_spec.md, database_schema.md). Use when project has backend API or database.
ln-114-frontend-docs-creator
Creates design_guidelines.md with WCAG 2.1 compliance and design system docs. Use when project has a frontend.
ln-115-devops-docs-creator
Creates infrastructure.md and runbook.md (Docker-conditional). Use for DevOps documentation in any project.
ln-120-reference-docs-creator
Creates reference docs (ADRs, guides, manuals) for nontrivial tech stack choices. Use when project needs justified architecture decision records.
ln-130-tasks-docs-creator
Creates task management docs (kanban board, workflow rules) with Linear integration. Use when setting up task tracking for a project.
ln-140-test-docs-creator
Creates test documentation (testing-strategy.md, tests/README.md) with Risk-Based Testing philosophy. Use when setting up test strategy for a project.
ln-160-docs-skill-extractor
Extracts procedural content from project docs into .claude/commands skills. Use when docs contain deploy, test, or troubleshoot procedures.
ln-161-skill-creator
Creates .claude/commands from procedural doc sections. Use when transforming documentation prose into executable skill files.
ln-162-skill-reviewer
Reviews skills (D1-D11 + M1-M6 criteria) or .claude/commands for quality. Use when validating skill correctness before release.
ln-200-scope-decomposer
Decomposes scope into Epics, Stories, and RICE priorities. Use when user has project scope and wants full Agile breakdown.
ln-201-opportunity-discoverer
Discovers growth opportunities using Traffic-First KILL funnel. Use when searching for next product direction with validated demand.
ln-210-epic-coordinator
Creates or replans 3-7 Epics from scope using Decompose-First pattern. Use when initiative needs Epic-level breakdown or Epic scope changed.
ln-220-story-coordinator
Creates, replans, or appends 5-10 Stories per Epic with standards research and multi-epic routing. Use when Epic needs Story decomposition.
ln-221-story-creator
Creates Story documents with 9-section structure and INVEST validation in Linear. Use when Epic has an IDEAL plan ready for Story generation.
ln-222-story-replanner
Replans Stories by comparing IDEAL vs existing (KEEP/UPDATE/OBSOLETE/CREATE). Use when Epic requirements changed and Stories need realignment.
ln-230-story-prioritizer
RICE-scores Stories with market research and generates prioritization table. Use when Stories need business priority ranking for sprint planning.
ln-300-task-coordinator
Analyzes Story and builds optimal task plan (1-8 tasks), then routes to create or replan. Use when Story needs task breakdown or replanning.
ln-301-task-creator
Creates implementation, refactoring, and test tasks from templates. Use when an approved task plan needs tasks created in Linear and kanban.
ln-302-task-replanner
Compares ideal plan vs existing tasks and applies KEEP/UPDATE/OBSOLETE/CREATE changes. Use when Story tasks need re-sync with updated requirements.
ln-310-multi-agent-validator
Validates Stories, plans, or context via deterministic multi-agent review with runtime-controlled status gates. Use before execution or approval.
ln-400-story-executor
Executes Story tasks in priority order (To Review, To Rework, Todo). Use when Story has planned tasks ready for implementation.
ln-401-task-executor
Executes implementation tasks through Todo, In Progress, To Review. Use when task needs coding with KISS/YAGNI. Not for test tasks.
ln-402-task-reviewer
Reviews task implementation for quality, code standards, and test coverage. Use when task is in To Review. Sets task Done or To Rework.
ln-403-task-rework
Fixes tasks in To Rework by applying reviewer feedback, then returns to To Review. Use when task was rejected during review.
ln-404-test-executor
Executes test tasks (label 'tests') through Todo to To Review with risk-based limits. Use for test task execution. Not for implementation tasks.
ln-500-story-quality-gate
Story-level quality gate with 4-level verdict (PASS/CONCERNS/FAIL/WAIVED) and Quality Score. Use when Story is ready for quality assessment.
ln-510-quality-coordinator
Coordinates code quality checks: metrics, cleanup, agent review, regression, log analysis. Use when Story needs quality_verdict with aggregated results.
ln-511-code-quality-checker
Checks DRY/KISS/YAGNI/architecture compliance with quantitative Code Quality Score. Use when implementation tasks are Done and need quality scoring.
ln-513-regression-checker
Runs existing test suite to catch regressions after implementation changes. Use when Story needs regression verification. No status changes.
ln-514-test-log-analyzer
Analyzes application logs: classifies errors, checks log quality, maps stack traces to source. Use when logs need review after test runs or during development.
ln-520-test-planner
Orchestrates test planning pipeline: research, manual testing, automated test planning. Use when Story needs comprehensive test coverage planning.
ln-521-test-researcher
Researches real-world problems, competitor solutions, and customer complaints for a feature domain. Use before test planning to ground tests in actual user pain points.
ln-522-manual-tester
Performs manual testing of Story AC via executable bash scripts in tests/manual/. Use when Story implementation needs hands-on AC verification.
ln-523-auto-test-planner
Plans automated tests (E2E/Integration/Unit) using Risk-Based Testing after manual testing. Use when Story needs a test task with prioritized scenarios.
ln-610-docs-auditor
Coordinates audit of project knowledge surfaces: markdown documentation plus inline code documentation (comments/docstrings). Use when auditing project documentation.
ln-614-docs-fact-checker
Verifies claims in .md files (paths, versions, counts, configs, endpoints) against codebase, cross-checks contradictions. Use when auditing docs accuracy.
ln-620-codebase-auditor
Coordinates codebase audit across security, build, code quality, dependencies, and architecture. Use when auditing entire codebase.
ln-621-security-auditor
Checks hardcoded secrets, SQL injection, XSS, insecure deps, input validation. Use when auditing security.
ln-623-code-principles-auditor
Checks DRY, KISS/YAGNI, error handling, DI patterns. Use when auditing code principles compliance.
ln-624-code-quality-auditor
Checks cyclomatic complexity, nesting, long methods, god classes, O(n2), N+1 queries, constants management. Use when auditing code quality.
ln-625-dependencies-auditor
Checks outdated packages, unused deps, reinvented wheels, CVE/CVSS vulnerability scan. Use when auditing dependencies.
ln-626-dead-code-auditor
Checks unreachable code, unused imports/variables/functions, commented-out code, deprecated patterns. Use when auditing dead code.
ln-627-observability-auditor
Checks structured logging, health checks, metrics collection, request tracing, log levels. Use when auditing observability.
ln-628-concurrency-auditor
Checks async races, thread safety, TOCTOU, deadlocks, blocking I/O, resource contention. Use when auditing concurrency safety.
ln-630-test-auditor
Coordinates test suite audit across business logic, E2E coverage, value, isolation, manual quality, and structure. Use when auditing entire test suite.
ln-631-test-business-logic-auditor
Detects tests validating framework/library behavior instead of project code. Use when auditing test business logic focus.
ln-632-test-e2e-priority-auditor
Validates E2E coverage for critical paths (money, security, data integrity). Risk-based prioritization. Use when auditing E2E test coverage.
ln-633-test-value-auditor
Scores each test by Impact x Probability, returns KEEP/REVIEW/REMOVE decisions. Use when auditing test value and pruning low-value tests.
ln-636-manual-test-auditor
Checks manual test scripts for harness adoption, golden files, fail-fast, config sourcing, idempotency. Use when auditing manual test quality.
ln-640-pattern-evolution-auditor
Audits architectural patterns against best practices, maintains patterns catalog with compliance scores. Use when auditing pattern evolution.
ln-641-pattern-analyzer
Analyzes single pattern implementation, calculates compliance/completeness/quality scores, identifies gaps. Use when auditing a specific pattern.
ln-642-layer-boundary-auditor
Checks layer boundary violations, transaction boundaries, session ownership, cross-layer consistency. Use when auditing architecture layers.
ln-643-api-contract-auditor
Checks layer leakage in method signatures, missing DTOs, entity leakage to API, inconsistent error contracts. Use when auditing API contracts.
ln-644-dependency-graph-auditor
Builds dependency graph, detects cycles, validates boundary rules, calculates coupling metrics (Ca/Ce/I). Use when auditing dependency structure.
ln-645-open-source-replacer
Discovers custom modules replaceable by OSS, evaluates alternatives (stars, license, CVE), generates migration plan. Use when reducing custom code.
ln-650-persistence-performance-auditor
Coordinates persistence and performance audit across queries, transactions, runtime, and resource lifecycle. Use when auditing data layer performance.
ln-651-query-efficiency-auditor
Checks redundant fetches, N+1 loops, over-fetching, missing bulk operations, wrong caching scope. Use when auditing query efficiency.
ln-652-transaction-correctness-auditor
Checks transaction scope, missing rollback handling, long-held transactions, trigger/notify interaction. Use when auditing transaction correctness.
ln-653-runtime-performance-auditor
Checks blocking IO in async, unnecessary allocations, sync sleep, string concat in loops, redundant copies. Use when auditing runtime performance.
ln-654-resource-lifecycle-auditor
Checks session scope mismatch, missing cleanup, pool config, error path leaks, resource holding. Use when auditing resource lifecycle.
ln-700-project-bootstrap
Bootstraps projects to production-ready structure. Use when creating new or transforming existing projects.
ln-720-structure-migrator
Scaffolds new or restructures existing projects to Clean Architecture. Use when setting up project structure.
ln-721-frontend-restructure
Scaffolds new React projects or restructures monoliths to component-based architecture. Use when setting up frontend structure.
ln-722-backend-generator
Generates .NET Clean Architecture backend structure from entity definitions. Use when bootstrapping .NET backend projects.
ln-723-seed-data-generator
Generates seed data from ORM schemas or entity definitions to any target format. Use when populating databases for development.
ln-724-artifact-cleaner
Removes platform-specific artifacts from Replit, StackBlitz, CodeSandbox, Glitch. Use when preparing exported projects for production.
ln-730-devops-setup
Sets up Docker, CI/CD, and environment configuration with auto-detection. Use when adding DevOps infrastructure to a project.
ln-731-docker-generator
Generates Dockerfile and docker-compose configuration for multi-container development. Use when containerizing a project.
ln-732-cicd-generator
Generates GitHub Actions CI workflow configuration. Use when adding continuous integration to a project.
ln-733-env-configurator
Configures environment variables and secrets protection. Use when setting up .env files and gitignore rules for a project.
ln-740-quality-setup
Sets up linters, pre-commit hooks, and test infrastructure. Use when adding code quality tooling to a project.
ln-741-linter-configurator
Configures ESLint, Prettier, Ruff, mypy, and .NET analyzers. Use when setting up linting and formatting for a project.
ln-742-precommit-setup
Configures Husky, lint-staged, commitlint, and Python pre-commit hooks. Use when adding Git hook automation to a project.
ln-743-test-infrastructure
Sets up test infrastructure with Vitest, xUnit, and pytest. Use when adding testing frameworks and sample tests to a project.
ln-760-security-setup
Sets up security scanning for secrets and dependency vulnerabilities. Use when adding security infrastructure to a project.
ln-761-secret-scanner
Scans codebase for hardcoded secrets with severity classification and remediation guidance. Use when auditing a project for leaked credentials.
ln-770-crosscutting-setup
Sets up logging, error handling, CORS, health checks, and API docs. Use when adding cross-cutting concerns to backend projects.
ln-771-logging-configurator
Configures structured JSON logging with Serilog (.NET) or structlog (Python). Use when adding logging to backend projects.
ln-772-error-handler-setup
Configures global exception handling middleware. Use when adding centralized error handling to .NET or Python backends.
ln-773-cors-configurator
Configures CORS policy for development and production environments. Use when setting up cross-origin access for APIs.
ln-774-healthcheck-setup
Configures health check endpoints for Kubernetes readiness/liveness/startup probes. Use when deploying to Kubernetes.
ln-775-api-docs-generator
Configures Swagger/OpenAPI documentation for backend APIs. Use when adding interactive API docs to a project.
ln-780-bootstrap-verifier
Verifies bootstrapped projects via build, test, and container health checks. Use when validating project setup completeness.
ln-781-build-verifier
Builds all detected projects and verifies successful compilation. Use when checking that a bootstrapped project compiles.
ln-782-test-runner
Executes all test suites and reports results with coverage. Use when verifying that test infrastructure works after bootstrap.
ln-783-container-launcher
Builds and launches Docker containers with health verification. Use when validating that containerized services start correctly.
ln-810-performance-optimizer
Multi-cycle performance optimization with profiling and bottleneck analysis. Use when optimizing application performance.
ln-811-performance-profiler
Profiles runtime performance with CPU, memory, and I/O metrics. Use when measuring bottlenecks before optimization.
ln-812-optimization-researcher
Researches competitive benchmarks and generates optimization hypotheses for identified bottlenecks. Use after profiling.
ln-813-optimization-plan-validator
Validates optimization plan via multi-agent review before execution. Use when verifying feasibility of optimization hypotheses.
ln-814-optimization-executor
Executes optimization hypotheses with keep/discard testing loop. Use when applying validated performance improvements.
ln-820-dependency-optimization-coordinator
Upgrades dependencies across all detected package managers. Use when updating npm, NuGet, or pip packages project-wide.
ln-821-npm-upgrader
Upgrades npm/yarn/pnpm dependencies with breaking change handling. Use when updating JavaScript/TypeScript dependencies.
ln-822-nuget-upgrader
Upgrades .NET NuGet packages with breaking change handling. Use when updating .NET dependencies.
ln-823-pip-upgrader
Upgrades Python pip/poetry/pipenv dependencies with breaking change handling. Use when updating Python dependencies.
ln-830-code-modernization-coordinator
Modernizes codebase via OSS replacement and bundle optimization. Use when acting on audit findings to reduce custom code.
ln-831-oss-replacer
Replaces custom modules with OSS packages using atomic keep/discard testing. Use when migrating custom code to established libraries.
ln-832-bundle-optimizer
Reduces JS/TS bundle size via tree-shaking, code splitting, and unused dependency removal. Use when optimizing frontend bundle size.
ln-840-benchmark-compare
Runs a canonical built-in vs hex-line benchmark with scenario manifests, activation checks, and diff-based correctness. Use when measuring hex-line MCP performance against Claude built-in tools or when preparing the canonical suite for later external baselines.
ln-911-github-triager
Produces prioritized triage report from open GitHub issues, PRs, and discussions. Use when reviewing community backlog.
ln-ln-612--content-auditor
Checks document semantic content against SCOPE and project goals, coverage gaps, off-topic content, SSOT. Use when auditing documentation relevance.
azure-ai-transcription-py
Azure AI Transcription SDK for Python. Use for real-time and batch speech-to-text transcription with timestamps and diarization. Triggers: "transcription", "speech to text", "Azure AI Transcription", "TranscriptionClient".
fastapi-router-py
Create FastAPI routers with CRUD operations, authentication dependencies, and proper response models. Use when building REST API endpoints, creating new routes, implementing CRUD operations, or adding authenticated endpoints in FastAPI applications.
pydantic-models-py
Create Pydantic models following the multi-model pattern with Base, Create, Update, Response, and InDB variants. Use when defining API request/response schemas, database models, or data validation in Python applications using Pydantic v2.
react-flow-node-ts
Create React Flow node components with TypeScript types, handles, and Zustand integration. Use when building custom nodes for React Flow canvas, creating visual workflow editors, or implementing node-based UI components.
azure-cloud-migrate
Assess and migrate cross-cloud workloads to Azure with migration reports and code conversion. Supports AWS Lambda→Functions and GCP Cloud Run→Container Apps. WHEN: migrate Lambda to Azure Functions, migrate AWS to Azure, Lambda migration assessment, convert serverless to Azure, migration readiness report, migrate from AWS, migrate from GCP, Cloud Run to Container Apps, Cloud Run migration assessment.
azure-rbac
Helps users find the right Azure RBAC role for an identity with least privilege access, then generate CLI commands and Bicep code to assign it. Also provides guidance on permissions required to grant roles. WHEN: bicep for role assignment, what role should I assign, least privilege role, RBAC role for, role to read blobs, role for managed identity, custom role definition, assign role to identity, what role do I need to grant access, permissions to assign roles.
wiki-changelog
Analyzes git commit history and generates structured changelogs categorized by change type. Use when the user asks about recent changes, wants a changelog, or needs to understand what changed in the repository.
zustand-store-ts
Create Zustand stores with TypeScript, subscribeWithSelector middleware, and proper state/action separation. Use when building React state management, creating global stores, or implementing reactive state patterns with Zustand.
ash-framework
Ash Framework — resources, actions, policies, aggregates, calculations, AshPhoenix.Form, LiveView, migrations. Use when generating resources via mix ash.codegen, editing changes, checks, types, validations, or domain code interfaces.
cc-changelog
CONTRIBUTOR TOOL - Track CC changelog, extract new versions since last check, analyze impact on plugin (breaking changes, opportunities, deprecations). Run periodically or before releases. NOT part of the distributed plugin.
deploy
Elixir/Phoenix deployment patterns — Dockerfile, fly.toml, runtime.exs, mix release, rel/ overlays. Use when configuring Fly.io, Docker, CI/CD, health checks, or production migrations.
docs-check
CONTRIBUTOR TOOL - Validate plugin against latest Claude Code documentation. Catches breaking changes, deprecations, discovers new features. Run before releases or periodically. NOT part of the distributed plugin.
ecto-constraint-debug
Debug Ecto constraint violations - trace triggers, check migrations, find duplicate data. Use when seeing unique_constraint, foreign_key_constraint, or check_constraint errors.
elixir-idioms
OTP/BEAM patterns and Elixir idioms — GenServer, Supervisor, Task, Registry, pattern matching, with chains, pipes. Use when designing processes or debugging BEAM issues.
freeze
Scope or freeze which files Claude can edit during debugging, a refactor, or review. Use when edits should stay in specific dirs, or for a read-only investigate lock. Backed by a sentinel + PreToolUse hook.
hexdocs-fetcher
Fetch HexDocs for Elixir libraries with HTML-to-markdown conversion. Use when looking up docs on hexdocs.pm — modules, functions, guides, changelogs.
intent-detection
Route ambiguous Phoenix/LiveView/Ecto work requests to the correct /phx: workflow. Use when intent is unclear, mixed (bug fix vs. refactor), or scope is ambiguous.
ketchup
Easter-egg alias for /catchup. Same return-from-absence briefing, squeezier name. Use exactly like /catchup — all flags pass through unchanged.
phoenix-contexts
Phoenix context design — creating/splitting contexts, Scope (1.8+), Ecto.Multi, PubSub, routers, plugs, controllers. Use when editing contexts, routers, or designing boundaries.
phxaudit
Project health audit and health check — architecture, performance, tests, dependencies, code quality. Use when assessing overall project health, before releases, or after refactors.
phxbrainstorm
Brainstorm Elixir/Phoenix features — explore ideas, compare approaches, gather requirements. Use when vague idea, not sure how to approach, or want to discuss before plan.
phxbrief
Interactive briefing of a plan file — explains reasoning, schema decisions, component choices. Use when developers need to understand a plan before approving.
phxchallenge
Challenge mode reviews - rigorous questioning before approving changes. Use when you want thorough scrutiny of Ecto changes, LiveView events, OTP designs, or PR readiness.
phxcompound
Capture solved problems as searchable solution docs. Use after fixing bugs, when "that worked", or after successful /phx:review or /phx:investigate.
phxdeps-vet
Record a vetted Hex package version in hex_vet.exs after a security review — manages the audit ledger, not the scanner. Use to approve a dep after /phx:deps-audit findings or to initialize hex_vet.exs.
phxdocument
Generate @moduledoc and @doc strings for Elixir modules, contexts, and schemas. Use when explicitly asked to write @doc/@moduledoc — NOT for README or external docs.
phxexamples
Provide examples and walkthroughs for Phoenix, LiveView, Ecto, OTP patterns. Use when "how do I...", "show me an example", or "what does X look like".
phxfull
Use for large features spanning multiple contexts, new domain modules, or when the user wants autonomous end-to-end implementation. Runs the full plan-implement-review-compound cycle with specialist agents and Iron Laws enforcement.
phxhelp
Recommend the right /phx: command for planning, review, debug, deploy, or test tasks. Use when "which command", "what should I use", or "how do I". NOT for /help.
phxinit
Initialize plugin in a project — install Iron Laws, auto-activation rules, and reference auto-loading into CLAUDE.md. Use when setting up or updating the plugin.
phxinvestigate
Investigate bugs and errors in Elixir/Phoenix — root-cause analysis for crashes, exceptions, stack traces, test failures. Use --parallel for deep 4-track investigation.
phxlearn-from-fix
Capture lessons after fixing a bug or receiving a correction — ecto, liveview, oban, iron law mistakes. Use when the user corrects your approach or teaches a pattern.
phxmix-compression
Reduce mix output noise (5-15% token savings) by installing rtk filters that compress mix test/credo/dialyzer/compile output before it reaches Claude. Use when long mix output floods context.
phxperf
Analyze Elixir/Phoenix performance — N+1 queries, assign bloat, ecto optimization, genserver bottlenecks. Use when slowness, timeouts, or high memory reported.
phxpermissions
Recommend safe Bash permissions for Elixir mix commands in settings.json. Use when permission prompts slow workflow, "fix permissions", "reduce prompts", "auto-allow mix".
phxplan
Plan features spanning multiple domains: billing (Stripe), auth (RBAC), real-time (Presence), webhooks, jobs (Oban). Use when designing interconnected systems or converting review findings into tasks.
phxpr-review
Address PR review comments on Elixir/Phoenix code — fetch comments, draft responses, optionally fix code. Use when the user shares a PR URL or mentions reviewer feedback.
phxquick
Implement small Phoenix changes without planning — add validations, update routes, fix components, create migrations. Use for single-file edits under 50 lines.
phxresearch
Research Elixir/Phoenix topics or evaluate Hex libraries (--library). Use when learning about libraries, patterns, or comparing approaches. Searches HexDocs, ElixirForum, GitHub.
phxreview
Review code with parallel agents — tests, security, Ecto, LiveView, Oban. Use after implementation to catch bugs and anti-patterns before committing.
phxtechdebt
Analyze Elixir/Phoenix technical debt — duplicates, refactoring opportunities, credo issues. Use when asked about code quality, cleanup, or what to improve.
phxtrace
Trace Elixir call trees from entry points via mix xref. Use when debugging data flow, planning signature changes, or understanding how a bug reaches code.
phxtriage
Triage review findings interactively — approve, skip, or prioritize each issue. Use after /phx:review to filter findings before fixing.
phxverify
Verify Elixir/Phoenix changes — compile, format, and test in one loop. Use after implementation, before PRs, or after fixing bugs.
phxwork
Execute Elixir/Phoenix plan tasks with progress tracking. Use after /phx:plan to implement features with mix compile and mix test verification after each step, or --continue to resume interrupted work.
plugin-dev-workflow
Guide plugin development workflow — editing skills, agents, hooks, or eval framework in this repo. Use when modifying files in plugins/elixir-phoenix/, lab/eval/, or lab/autoresearch/. Ensures changes pass eval, lint, and tests before committing.
promote
Generate X/Twitter release promotion posts with ASCII tables and CodeSnap rendering. Use when writing release posts, promotion tweets, plugin announcements, or preparing social media content for new versions.
release
CONTRIBUTOR TOOL - Cut a plugin release: bump plugin.json version, finalize CHANGELOG, update README if needed, gate on make ci, commit, tag vX.Y.Z, and create the GitHub release. Use when shipping a new plugin version. NOT distributed.
session-deep-dive
Deep qualitative analysis of high-signal sessions. Spawns subagents with v2 template, synthesizes patterns, compares against known findings. Use after /session-scan.
session-scan
Compute metrics for Claude Code sessions. Discovers via ccrider, filters trivial, computes friction/opportunity/fingerprint scores. Use for broad session triage.
session-trends
Analyze trends across session metrics. Computes windowed aggregates, deltas, and compares against MEMORY.md findings. Use periodically for progress tracking.
skill-monitor
Analyze skill effectiveness across sessions. Computes per-skill metrics (action rate, friction, outcomes), identifies degrading skills, and generates improvement recommendations. Requires session-scan data in metrics.jsonl.
tidewave-integration
Tidewave MCP runtime tools — debugging, smoke testing, live state inspection, SQL queries, hex docs. Use when evaluating code in a running Phoenix app.
ably-automation
Automate Ably tasks via Rube MCP (Composio). Always search tools first for current schemas.
abstract-automation
Automate Abstract tasks via Rube MCP (Composio). Always search tools first for current schemas.
abuselpdb-automation
Automate Abuselpdb tasks via Rube MCP (Composio). Always search tools first for current schemas.
abyssale-automation
Automate Abyssale tasks via Rube MCP (Composio). Always search tools first for current schemas.
accelo-automation
Automate Accelo tasks via Rube MCP (Composio). Always search tools first for current schemas.
accredible-certificates-automation
Automate Accredible Certificates tasks via Rube MCP (Composio). Always search tools first for current schemas.
acculynx-automation
Automate Acculynx tasks via Rube MCP (Composio). Always search tools first for current schemas.
active-campaign-automation
Automate ActiveCampaign tasks via Rube MCP (Composio). Always search tools first for current schemas.
addresszen-automation
Automate Addresszen tasks via Rube MCP (Composio). Always search tools first for current schemas.
adobe-automation
Automate Adobe tasks via Rube MCP (Composio). Always search tools first for current schemas.
adrapid-automation
Automate Adrapid tasks via Rube MCP (Composio). Always search tools first for current schemas.
adyntel-automation
Automate Adyntel tasks via Rube MCP (Composio). Always search tools first for current schemas.
aero-workflow-automation
Automate Aero Workflow tasks via Rube MCP (Composio). Always search tools first for current schemas.
aeroleads-automation
Automate Aeroleads tasks via Rube MCP (Composio). Always search tools first for current schemas.
affinda-automation
Automate Affinda tasks via Rube MCP (Composio). Always search tools first for current schemas.
affinity-automation
Automate Affinity tasks via Rube MCP (Composio). Always search tools first for current schemas.
agencyzoom-automation
Automate Agencyzoom tasks via Rube MCP (Composio). Always search tools first for current schemas.
agent-mail-automation
Automate Agent Mail tasks via Rube MCP (Composio). Always search tools first for current schemas.
agentql-automation
Automate Agentql tasks via Rube MCP (Composio). Always search tools first for current schemas.
agenty-automation
Automate Agenty tasks via Rube MCP (Composio). Always search tools first for current schemas.
agiled-automation
Automate Agiled tasks via Rube MCP (Composio). Always search tools first for current schemas.
agility-cms-automation
Automate Agility CMS tasks via Rube MCP (Composio). Always search tools first for current schemas.
ahrefs-automation
Automate SEO research with Ahrefs -- analyze backlink profiles, research keywords, track domain metrics history, audit organic rankings, and perform batch URL analysis through the Composio Ahrefs integration.
ai-ml-api-automation
Automate AI ML API tasks via Rube MCP (Composio). Always search tools first for current schemas.
aivoov-automation
Automate Aivoov tasks via Rube MCP (Composio). Always search tools first for current schemas.
alchemy-automation
Automate Alchemy tasks via Rube MCP (Composio). Always search tools first for current schemas.
algodocs-automation
Automate Algodocs tasks via Rube MCP (Composio). Always search tools first for current schemas.
algolia-automation
Automate Algolia tasks via Rube MCP (Composio). Always search tools first for current schemas.
all-images-ai-automation
Automate All Images AI tasks via Rube MCP (Composio). Always search tools first for current schemas.
alpha-vantage-automation
Automate Alpha Vantage tasks via Rube MCP (Composio). Always search tools first for current schemas.
altoviz-automation
Automate Altoviz tasks via Rube MCP (Composio). Always search tools first for current schemas.
alttext-ai-automation
Automate Alttext AI tasks via Rube MCP (Composio). Always search tools first for current schemas.
amara-automation
Automate Amara tasks via Rube MCP (Composio). Always search tools first for current schemas.
amazon-automation
Automate Amazon tasks via Rube MCP (Composio). Always search tools first for current schemas.
ambee-automation
Automate Ambee tasks via Rube MCP (Composio). Always search tools first for current schemas.
ambient-weather-automation
Automate Ambient Weather tasks via Rube MCP (Composio). Always search tools first for current schemas.
amcards-automation
Automate Amcards tasks via Rube MCP (Composio). Always search tools first for current schemas.
anchor-browser-automation
Automate Anchor Browser tasks via Rube MCP (Composio). Always search tools first for current schemas.
anonyflow-automation
Automate Anonyflow tasks via Rube MCP (Composio). Always search tools first for current schemas.
anthropic-administrator-automation
Automate Anthropic Admin tasks via Rube MCP (Composio). Always search tools first for current schemas.
anthropic_administrator-automation
Automate Anthropic Admin tasks via Rube MCP (Composio): API keys, usage, workspaces, and organization management. Always search tools first for current schemas.
apaleo-automation
Automate Apaleo tasks via Rube MCP (Composio). Always search tools first for current schemas.
apex27-automation
Automate Apex27 tasks via Rube MCP (Composio). Always search tools first for current schemas.
api-bible-automation
Automate API Bible tasks via Rube MCP (Composio). Always search tools first for current schemas.
api-labz-automation
Automate API Labz tasks via Rube MCP (Composio). Always search tools first for current schemas.
api-ninjas-automation
Automate API Ninjas tasks via Rube MCP (Composio). Always search tools first for current schemas.
api-sports-automation
Automate API Sports tasks via Rube MCP (Composio). Always search tools first for current schemas.
api2pdf-automation
Automate Api2pdf tasks via Rube MCP (Composio). Always search tools first for current schemas.
apiflash-automation
Automate Apiflash tasks via Rube MCP (Composio). Always search tools first for current schemas.
forcemanager-automation
Automate Forcemanager tasks via Rube MCP (Composio). Always search tools first for current schemas.
designing-hardware-products
AI-automated hardware product pipeline: from requirements to manufacturable Gerber + compiled firmware + cross-platform app. Orchestrates system design, ESP-IDF firmware, KiCad PCB, UniApp client, and release packaging in a zero-human-touch flow.
operating-kicad-eda
KiCad EDA orchestration via kicad-mcp MCP server. Routes 17 tools for schematic creation, PCB layout, autorouting, DRC, and Gerber export. Enforces serialized PCB ops, library-first lookup, and autoroute-only routing.
build-graph
Build or update the code review knowledge graph. Run this first to initialize, or let hooks keep it updated automatically.
agentica-sdk
Build Python agents with Agentica SDK - @agentic decorator, spawn(), persistence, MCP integration
cli-reference
Claude Code CLI commands, flags, headless mode, and automation patterns
clone-website
Reverse-engineer and clone a website in one shot — extracts assets, CSS, and content section-by-section and proactively dispatches parallel builder agents in worktrees as it goes. Use this whenever the user wants to clone, replicate, rebuild, reverse-engineer, or copy any website. Also triggers on phrases like "make a copy of this site", "rebuild this page", "pixel-perfect clone". Provide the target URL as an argument.
config-security-scan
Scan .claude/ directory for security misconfigurations, exposed secrets, unsafe permissions
mcp-chaining
Research-to-implement pipeline chaining 5 MCP tools with graceful degradation
repoprompt
Use RepoPrompt CLI for token-efficient codebase exploration
research-agent
Research agent for external documentation, best practices, and library APIs via MCP tools
skill-developer
Meta-skill for creating and managing Claude Code skills
slash-commands
Create and use Claude Code slash commands - quick prompts, bash execution, file references
build-error-adapter
Build new Arcade error adapters from scratch using public Arcade TDK patterns. Use when adding provider integrations, mapping SDK exceptions, or extending HTTP/GraphQL/auth adapter behavior.
check-cache-bugs
Audit Claude Code setup for cache bugs (CC#40524): sentinel, --resume/--continue, attribution header + ArkNill B3/B4/B5
assets-copy
Copy assets at given paths and store them at new paths. Refreshes the AssetDatabase at the end. Use 'assets-find' to locate the source assets first.
assets-create-folder
Create a new folder under a parent folder inside 'Assets/'. The parent path must start with 'Assets/' and every intermediate folder in it must already exist. Refreshes the AssetDatabase at the end and returns the GUID(s) of the created folder(s).
assets-delete
Delete the assets at the given project paths. Refreshes the AssetDatabase at the end. Use 'assets-find' to locate the assets first.
assets-find
Search the Unity asset database using a search filter string. The filter accepts names, labels (`l:`), types (`t:`), AssetBundles (`b:`), areas (`a:`), and globs (`glob:`). See the body for the full filter syntax.
assets-find-built-in
Search the built-in assets of the Unity Editor (located at Resources/unity_builtin_extra). Filters by name and/or type; built-in assets have no GUID so GUID-based lookups are not supported.
assets-get-data
Get asset data from the asset file in the Unity project — every serializable field and property. Supports token-saving path-scoped reads via `paths` or `viewQuery`. Use 'assets-find' to find the asset first.
assets-material-create
Create a new Material asset with default parameters at a given 'Assets/'-rooted path ending in '.mat'. Creates intermediate folders if missing. Use 'assets-shader-list-all' to find a valid `shaderName`.
assets-modify
Modify an asset file in the project. Use 'assets-get-data' first to inspect the asset structure before modifying. Not allowed to modify asset files in the 'Packages/' folder — modify them in 'Assets/'. Three modification surfaces are available (content, pathPatches, jsonPatch) — see the skill body for details.
assets-move
Move or rename assets at the given project paths. Refreshes the AssetDatabase at the end. Use 'assets-find' to locate the assets first.
assets-prefab-close
Close the currently opened prefab edit stage. Optionally saves changes back to the prefab asset before closing. Pair with 'assets-prefab-open' to enter the edit mode first.
assets-prefab-create
Create a Prefab (or Prefab Variant) at a project asset path. Source can be a scene GameObject (`gameObjectRef`) or an existing prefab asset (`sourcePrefabAssetPath`). Creates intermediate folders if missing. Use 'gameobject-find' to locate the source GameObject first.
assets-prefab-instantiate
Instantiate a prefab into the currently active scene at an optional position/rotation/scale, parented under an optional scene GameObject path. Use 'assets-find' to locate the prefab asset first.
assets-prefab-open
Open the prefab edit stage for a prefab instance or prefab asset GameObject. Modifications inside the edit stage propagate to all instances. Pair with 'assets-prefab-close' to exit the stage when done.
assets-prefab-save
Save the currently opened prefab edit stage back to its prefab asset without exiting the stage. Pair with 'assets-prefab-open' to enter the edit mode first.
assets-refresh
Refresh the Unity AssetDatabase. Use after files were added or updated outside of the Unity API, or to force script recompilation when a '.cs' file changed. Returns a processing/success response and waits for compilation when triggered.
assets-shader-get-data
Get detailed data about a shader asset — properties, subshaders, passes, compilation messages, and supported status. Supports token-saving path-scoped reads via `paths` or `viewQuery`. Use 'assets-find' with `t:Shader` or 'assets-shader-list-all' to locate the shader first.
console-get-logs
Retrieve Unity Editor logs from the MCP plugin's `LogCollector`, optionally filtered by log type or time window. Useful for debugging and monitoring Editor activity.
editor-application-get-state
Return the current state of `UnityEditor.EditorApplication` — playmode, paused state, compilation state, and related flags.
editor-application-set-state
Start / stop / pause the Unity Editor 'playmode'. Use 'editor-application-get-state' to inspect the current state first. Throws if the project currently has compilation errors.
editor-selection-get
Get information about the current Selection in the Unity Editor — active object, active transform, selected GameObjects, transforms, instance IDs, and asset GUIDs (each enrichment is opt-in). Pair with 'editor-selection-set' to change the selection.
editor-selection-set
Set the current Selection in the Unity Editor to the provided objects. All `ObjectRef`s must resolve to existing Unity objects; otherwise the call throws. Use 'editor-selection-get' to inspect the current selection first.
gameobject-component-add
Add one or more Components to a GameObject in the opened Prefab or active Scene. Component types are looked up by full name (with namespace) or by class-name fallback. Use 'gameobject-find' to locate the host GameObject and 'gameobject-component-list-all' to discover valid component type names.
gameobject-component-destroy
Destroy one or more Components from a target GameObject. Missing (null) components are skipped — they cannot be destroyed. Use 'gameobject-find' and 'gameobject-component-get' to identify the components first.
gameobject-component-get
Get detailed information about a specific Component on a GameObject — type, enabled state, and (optionally) serialized fields and properties. Supports token-saving path-scoped reads via `paths` or `viewQuery`. Use 'gameobject-find' to list components first.
gameobject-component-list-all
List the fully-qualified C# type names of every concrete `UnityEngine.Component` subclass available in the project. Paginated (default 5/page, max 500). Use this to find a valid `componentName` for 'gameobject-component-add'.
gameobject-component-modify
Modify a specific Component on a GameObject in opened Prefab or in a Scene. Allows direct modification of component fields and properties without wrapping in GameObject structure. Use 'gameobject-component-get' first to inspect the component structure before modifying. Three modification surfaces are available (componentDiff, pathPatches, jsonPatch) — see the skill body for details.
gameobject-create
Create a new GameObject in the currently opened Prefab or active Scene, optionally parented under another GameObject and pre-positioned. Pass `primitiveType` to spawn a Unity primitive (Cube, Sphere, etc.) instead of an empty GameObject.
gameobject-destroy
Destroy a GameObject (and all nested children) in the currently opened Prefab or active Scene. Returns the destroyed GameObject's name, path, and instance ID for confirmation. Use 'gameobject-find' to locate the target first.
gameobject-duplicate
Duplicate a batch of GameObjects in the currently opened Prefab or active Scene. Marks each affected scene as dirty after duplication. Use 'gameobject-find' to locate the source GameObjects first.
gameobject-find
Find a specific GameObject in the opened Prefab (preferred when present) or the active Scene. Optionally include editable data, components preview, bounds, and limited hierarchy. Supports token-saving path-scoped reads via `paths` or `viewQuery`.
gameobject-modify
Modify GameObject fields and properties in opened Prefab or in a Scene. You can modify multiple GameObjects at once. Just provide the same number of GameObject references and SerializedMember objects. Three modification surfaces are available per GameObject (gameObjectDiffs, pathPatchesPerGameObject, jsonPatchesPerGameObject) — see the skill body for details.
gameobject-set-parent
Reparent a batch of GameObjects under a new parent in the currently opened Prefab or active Scene. Per-item failures are reported in the returned status string instead of aborting the batch. Use 'gameobject-find' to locate the GameObjects first.
object-get-data
Get serialized data for a Unity `UnityEngine.Object` — all serializable fields and properties. Supports token-saving path-scoped reads via `paths` or `viewQuery`. Pair with 'object-modify' when you need to write back.
object-modify
Modify a Unity `UnityEngine.Object`'s serializable fields/properties. Three modification surfaces are available (`objectDiff`, `pathPatches`, `jsonPatch`) — see the skill body. Use 'object-get-data' first to inspect the object structure.
package-add
Install a Unity package from the registry, a Git URL, or a local path. Modifies `manifest.json` and triggers package resolution; may also trigger a domain reload — the final result is delivered after the reload via the request's `requestId`. Use 'package-search' / 'package-list' for discovery first.
package-list
List all UPM packages installed in the Unity project — name, version, source, description. Optionally filter by source (registry, embedded, local, git, built-in, local tarball), by name/display/description substring, and by direct-dependency-only.
package-remove
Uninstall a UPM package from the Unity project. Modifies `manifest.json` and may trigger a domain reload — the final result is delivered after the reload via the request's `requestId`. Built-in packages and packages that are dependencies of others cannot be removed. Use 'package-list' to list installed packages first.
package-search
Search Unity's package registry plus locally installed packages (Git, local, embedded sources) by query string. Returns available versions and installation status. Online mode fetches exact matches from the live registry then supplements with cached substring matches.
profiler-capture-frame
Capture the current frame's timing info (delta time, FPS, frame counts, runtime). Snapshot only — historical frames live in Unity's Profiler window.
profiler-get-memory-stats
Return memory statistics snapshot from UnityEngine.Profiling.Profiler — reserved, allocated, mono heap, graphics, etc. (in MB).
profiler-get-rendering-stats
Return current frame timing, FPS, vsync, target frame rate, threading mode, and graphics device type from Unity Time / QualitySettings / SystemInfo.
profiler-get-script-stats
Return script execution timing (frame time, fixed dt, time scale, frame count, runtime) plus Mono / GC memory usage in MB.
profiler-get-status
Return the Unity profiler's current enabled state, active modules, max-used memory, and platform support flag. Read-only.
ktx-analytics
Use when answering a question that needs data from a ktx-connected database - investigating, analyzing, "how many", "show me", "what's the breakdown of", finding records by value, exploring tables, comparing periods, explaining metrics, or any data-analysis request. Triggers even when the user does not say "analytics"; if the answer requires querying a configured ktx connection, this skill applies.
agentmail
Give the agent its own dedicated email inbox via AgentMail. Send, receive, and manage email autonomously using agent-owned email addresses (e.g. hermes-agent@agentmail.to).
dcf-model
Build institutional-quality DCF valuation models in Excel — revenue projections, FCF build, WACC, terminal value, Bear/Base/Bull scenarios, 5x5 sensitivity tables. Pairs with excel-author. Use for intrinsic-value equity analysis.
fastmcp
Build, test, inspect, install, and deploy MCP servers with FastMCP in Python. Use when creating a new MCP server, wrapping an API or database as MCP tools, exposing resources or prompts, or preparing a FastMCP server for Claude Code, Cursor, or HTTP deployment.
gitnexus-explorer
Index a codebase with GitNexus and serve an interactive knowledge graph via web UI + Cloudflare tunnel.
linear
Manage Linear issues, projects, and teams via the GraphQL API. Create, update, search, and organize issues. Uses API key auth (no OAuth needed). All operations via curl — no dependencies.
mcporter
Use the mcporter CLI to list, configure, auth, and call MCP servers/tools directly (HTTP or stdio), including ad-hoc servers, config edits, and CLI/type generation.
native-mcp
Built-in MCP (Model Context Protocol) client that connects to external MCP servers, discovers their tools, and registers them as native Hermes Agent tools. Supports stdio and HTTP transports with automatic reconnection, security filtering, and zero-config tool injection.
pinggy-tunnel
Zero-install localhost tunnels over SSH via Pinggy.
qmd
Search personal knowledge bases, notes, docs, and meeting transcripts locally using qmd — a hybrid retrieval engine with BM25, vector search, and LLM reranking. Supports CLI and MCP integration.
browser-testing-with-devtools
Tests in real browsers via Chrome DevTools MCP. Use when building or debugging anything that runs in a browser. Use when you need to inspect the DOM, capture console errors, analyze network requests, profile performance, or verify visual output with real runtime data. Requires the chrome-devtools MCP server to be configured.
deep-research
Multi-source deep research using firecrawl and exa MCPs. Searches the web, synthesizes findings, and delivers cited reports with source attribution. Use when the user wants thorough research on any topic with evidence and citations.
documentation-lookup
Use up-to-date library and framework docs via Context7 MCP instead of training data. Activates for setup questions, API references, code examples, or when the user names a framework (e.g. React, Next.js, Prisma).
exa-search
Neural search via Exa MCP for web, code, and company research. Use when the user needs web search, code examples, company intel, people lookup, or AI-powered deep research with Exa's neural search engine.
fal-ai-media
Unified media generation via fal.ai MCP — image, video, and audio. Covers text-to-image (Nano Banana), text/image-to-video (Seedance, Kling, Veo 3), text-to-speech (CSM-1B), and video-to-audio (ThinkSound). Use when the user wants to generate images, videos, or audio with AI.
mcp-server-patterns
Build MCP servers with Node/TypeScript SDK — tools, resources, prompts, Zod validation, stdio vs Streamable HTTP. Use Context7 or official MCP docs for latest API.
confluence-expert
Atlassian Confluence expert for creating and managing spaces, knowledge bases, and documentation. Configures space permissions and hierarchies, creates page templates with macros, sets up documentation taxonomies, designs page layouts, and manages content governance. Use when users need to build or restructure a Confluence space, design page hierarchies with permission structures, author or standardise documentation templates, embed Jira reports in pages, run knowledge base audits, or establish documentation standards and collaborative workflows.
jira-expert
Atlassian Jira expert for creating and managing projects, planning, product discovery, JQL queries, workflows, custom fields, automation, reporting, and all Jira features. Use for Jira project setup, configuration, advanced search, dashboard creation, workflow design, and technical Jira operations.
team-communications
Write internal company communications — 3P updates (Progress/Plans/Problems), company-wide newsletters, FAQ roundups, incident reports, leadership updates, status reports, project updates, and general internal comms. Use this skill any time the user asks to draft, edit, or format something meant for internal audiences. Trigger on keywords like "3P", "weekly update", "newsletter", "FAQ", "internal comms", "status report", "company update", "team update", "incident report", or any request to summarize work for leadership, teammates, or the broader company. Even casual requests like "write my update" or "summarize what my team did this week" should trigger this skill.
testrail
Sync tests with TestRail. Use when user mentions "testrail", "test management", "test cases", "test run", "sync test cases", "push results to testrail", or "import from testrail".
chatgpt-app-builder
Guide developers through creating and updating ChatGPT apps. Covers the full lifecycle: brainstorming ideas against UX guidelines, bootstrapping projects, implementing tools/views, debugging, running dev servers, deploying and connecting apps to ChatGPT. Use when a user wants to create or update a ChatGPT app / MCP server for ChatGPT, or use the Skybridge framework.
mcp-app-builder
Guide developers through creating and updating MCP apps. Covers the full lifecycle: brainstorming ideas against UX guidelines, bootstrapping projects, implementing tools/views, debugging, running dev servers, deploying and connecting apps to ChatGPT. Use when a user wants to create or update a MCP app, MCP server or use the Skybridge framework.
skybridge
Guide developers through creating and updating ChatGPT and MCP apps. Covers the full lifecycle: brainstorming ideas against UX guidelines, bootstrapping projects, implementing tools/views, debugging, running dev servers, deploying and connecting apps to ChatGPT. Use when a user wants to create or update a ChatGPT app, MCP app, MCP server or use the Skybridge framework.
recap
Triggered by "monthly recap", "how did I do this month", "spending summary", "financial review", "weekly recap", "quarterly review", "year in review"
tidy
Triggered by "tidy up", "clean up transactions", "categorize uncategorized", "organize my transactions"
deep-research-notebooklm
Deep research skill powered by NotebookLM MCP. Conducts structured multi-source research (market analysis, competitive intel, trend analysis, prospect research) using Google NotebookLM as the research engine, then delivers formatted briefs and optional studio artifacts (slides, audio podcasts, videos, infographics, reports, mind maps).
jira
Use when the user mentions Jira issues (e.g., "PROJ-123"), asks about tickets, wants to create/view/update issues, check sprint status, or manage their Jira workflow. Triggers on keywords like "jira", "issue", "ticket", "sprint", "backlog", or issue key patterns.
n8n-mcp-tools-expert
Expert guide for using n8n-mcp MCP tools effectively. Use when searching for nodes, validating configurations, accessing templates, managing workflows, or using any n8n-mcp tool. Provides tool selection guidance, parameter formats, and common patterns.
x-twitter-scraper
X API & Twitter scraper skill for AI coding agents. Builds integrations with the Xquik REST API, MCP server & webhooks: tweet search, user lookup, follower extraction, engagement metrics, giveaway contest draws, trending topics, account monitoring, reply/retweet/quote extraction, community & Space data, mutual follow checks. Works with Claude Code, Cursor, Codex, Copilot, Windsurf & 40+ agents.
zapier-workflows
Manage and trigger pre-built Zapier workflows and MCP tool orchestration. Use when user mentions workflows, Zaps, automations, daily digest, research, search, lead tracking, expenses, or asks to "run" any process. Also handles Perplexity-based research and Google Sheets data tracking.
capture-release-evidences-ag
Automatically run a browser-automation agent to visually validate all new UI features from the current release and capture evidence WebP recordings of the changes.
capture-release-evidences-cc
Automatically run a browser-automation agent to visually validate all new UI features from the current release and capture evidence WebP recordings of the changes.
capture-release-evidences-cx
Automatically run a browser-automation agent to visually validate all new UI features from the current release and capture evidence WebP recordings of the changes.
omni-auth
Manage API key authentication and session tokens. Start here to authenticate requests via Bearer token, obtain session cookies, and configure login requirements for the OmniRoute API.
omni-mcp
Connect to the OmniRoute MCP server (37 tools, 3 transports: SSE/stdio/HTTP). Covers routing, cache, compression, memory, skills, providers, and audit tools across 16 permission scopes.
omniroute
Entry point for OmniRoute — local/remote AI gateway with OpenAI-compatible REST for chat, image, TTS, STT, embeddings, web search, web fetch, MCP, A2A. Use when the user mentions OmniRoute, OMNIROUTE_URL, or wants AI without writing provider boilerplate. This skill covers setup + indexes capability skills; fetch the relevant capability SKILL.md from the URLs below when needed.
omniroute-cli-admin
Manage the OmniRoute server lifecycle via CLI — start/stop/restart, non-interactive setup, diagnostics (omniroute doctor), backup/restore, autostart, and tunnel management. Use when the user wants to operate the OmniRoute server, automate provisioning, or troubleshoot the runtime.
omniroute-mcp
OmniRoute exposes a built-in MCP (Model Context Protocol) server with 37 tools (chat, embeddings, memory CRUD, skills, providers, routing, audit) over SSE/stdio/HTTP transports. Use when the user wants to add OmniRoute as an MCP server in Claude Desktop, Cursor, Cline, or any MCP-compatible client.
omniroute-monitoring
Monitor OmniRoute system health, provider circuit breakers, per-provider latency (p50/p95/p99), quota usage, and set budget guards. Use when the user wants to check if the system is healthy, debug slow providers, manage spend limits, or set up oncall-style monitoring.
helmor-cli
Use the Helmor CLI to remote-control Helmor from the terminal. Use when the user asks to inspect Helmor data/settings, manage repositories/workspaces/sessions/files, send prompts to agents, list models, use GitHub integration, inspect scripts, migrate from Conductor, run Helmor as an MCP server, generate shell completions, quit a running app, check/install/update the Helmor CLI beta, install/update Helmor skills through the beta app flow, or needs the Helmor command reference. Also plan and build a large change as a stack of dependent PRs (`/helmor-cli stack`), split a change you've already written into a stack (`/helmor-cli break`), and re-sync a stack after lower layers change or merge (`/helmor-cli restack`).
mcp-csharp-create
Create MCP servers using the C# SDK and .NET project templates. Covers scaffolding, tool/prompt/resource implementation, and transport configuration for stdio and HTTP. USE FOR: creating new MCP server projects, scaffolding with dotnet new mcpserver, adding MCP tools/prompts/resources, choosing stdio vs HTTP transport, configuring MCP hosting in Program.cs, setting up ASP.NET Core MCP endpoints with MapMcp. DO NOT USE FOR: debugging or running existing servers (use mcp-csharp-debug), writing tests (use mcp-csharp-test), publishing or deploying (use mcp-csharp-publish), building MCP clients, non-.NET MCP servers.
mcp-csharp-debug
Run and debug C# MCP servers locally. Covers IDE configuration, MCP Inspector testing, GitHub Copilot Agent Mode integration, logging setup, and troubleshooting. USE FOR: running MCP servers locally with dotnet run, configuring VS Code or Visual Studio for MCP debugging, testing tools with MCP Inspector, testing with GitHub Copilot Agent Mode, diagnosing tool registration issues, setting up mcp.json configuration, debugging MCP protocol messages, configuring logging for stdio and HTTP servers. DO NOT USE FOR: creating new MCP servers (use mcp-csharp-create), writing automated tests (use mcp-csharp-test), publishing or deploying to production (use mcp-csharp-publish).
mcp-csharp-publish
Publish and deploy C# MCP servers. Covers NuGet packaging for stdio servers, Docker containerization for HTTP servers, Azure Container Apps and App Service deployment, and publishing to the official MCP Registry. USE FOR: packaging stdio MCP servers as NuGet tools, creating Dockerfiles for HTTP MCP servers, deploying to Azure Container Apps or App Service, publishing to the MCP Registry at registry.modelcontextprotocol.io, configuring server.json for MCP package metadata, setting up CI/CD for MCP server publishing. DO NOT USE FOR: publishing general NuGet libraries (not MCP-specific), general Docker guidance unrelated to MCP, creating new servers (use mcp-csharp-create), debugging (use mcp-csharp-debug), writing tests (use mcp-csharp-test).
mcp-csharp-test
Test C# MCP servers at multiple levels: unit tests for individual tools and integration tests using the MCP client SDK. USE FOR: unit testing MCP tool methods, integration testing with in-memory MCP client/server, end-to-end testing via MCP protocol, testing HTTP MCP servers with WebApplicationFactory, mocking dependencies in tool tests, creating evaluations for MCP servers, writing eval questions, measuring tool quality. DO NOT USE FOR: testing MCP clients (this is server testing only), load or performance testing, testing non-.NET MCP servers, debugging server issues (use mcp-csharp-debug).
nuget-trusted-publishing
Set up NuGet trusted publishing (OIDC) on a GitHub Actions repo — replaces long-lived API keys with short-lived tokens. USE FOR: trusted publishing, NuGet OIDC, keyless NuGet publish, migrate from NuGet API key, NuGet/login, secure NuGet publishing. DO NOT USE FOR: publishing to private feeds or Azure Artifacts (OIDC is nuget.org only). INVOKES: shell (powershell or bash), edit, create, ask_user for guided repo setup.
obsidian-second-brain
Operate any Obsidian vault as a living, self-rewriting second brain (an evolution of Karpathy's LLM Wiki pattern: sources rewrite existing pages, contradictions reconcile automatically, scheduled agents maintain the vault while you sleep). Use this skill whenever the user asks Claude to read, write, update, search, or manage their Obsidian vault - including saving notes from conversation, creating daily entries, updating kanban boards, logging dev work, managing people notes, capturing decisions, tracking deals, or maintaining any vault structure. Also triggers when the user wants to bootstrap a new vault from scratch, run a vault health check, or drop a _CLAUDE.md into their vault so all Claude surfaces share the same operating rules. Includes a research toolkit (7 commands: /x-read, /x-pulse, /research, /research-deep, /notebooklm, /youtube, /podcast) for AI-powered research via Grok, Perplexity, NotebookLM, YouTube, and podcast feeds - findings save to the vault automatically following the AI-first vault r
atlas-stream-processing
Manages MongoDB Atlas Stream Processing (ASP) workflows. Handles workspace provisioning, data source/sink connections, processor lifecycle operations, debugging diagnostics, and tier sizing. Supports Kafka, Atlas clusters, S3, HTTPS, and Lambda integrations for streaming data workloads and event processing. NOT for general MongoDB queries or Atlas cluster management. Requires MongoDB MCP Server with Atlas API credentials.
mongodb-mcp-setup
Guide users through configuring key MongoDB MCP server options. Use this skill when a user has the MongoDB MCP server installed but hasn't configured the required environment variables, or when they ask about connecting to MongoDB/Atlas and don't have the credentials set up.
mongodb-natural-language-querying
Generate read-only MongoDB queries (find) or aggregation pipelines using natural language, with collection schema context and sample documents. Use this skill whenever the user asks to write, create, or generate MongoDB queries, wants to filter/query/aggregate data in MongoDB, asks "how do I query...", needs help with query syntax, or discusses finding/filtering/grouping MongoDB documents. Also use for translating SQL-like requests to MongoDB syntax. Does NOT handle Atlas Search ($search operator), vector/semantic search ($vectorSearch operator), fuzzy matching, autocomplete indexes, or relevance scoring - use search-and-ai for those. Does NOT analyze or optimize existing queries - use mongodb-query-optimizer for that. Does NOT handle aggregation pipelines that involve write operations. Requires MongoDB MCP server.
mongodb-query-optimizer
Help with MongoDB query optimization and indexing. Use only when the user asks for optimization or performance: "How do I optimize this query?", "How do I index this?", "Why is this query slow?", "Can you fix my slow queries?", "What are the slow queries on my cluster?", etc. Do not invoke for general MongoDB query writing unless user asks for performance or index help. Prefer indexing as optimization strategy. Use MongoDB MCP when available.
mongodb-search-and-ai
Guides MongoDB users through implementing and optimizing Atlas Search (full-text), Vector Search (semantic), and Hybrid Search solutions. Use this skill when users need to build search functionality for text-based queries (autocomplete, fuzzy matching, faceted search), semantic similarity (embeddings, RAG applications), or combined approaches. Also use when users need text containment, substring matching ('contains', 'includes', 'appears in'), case-insensitive or multi-field text search, or filtering across many fields with variable combinations. Provides workflows for selecting the right search type, creating indexes, constructing queries, and optimizing performance using the MongoDB MCP server.
oma-design
AI design specialist skill with DESIGN.md management, anti-pattern enforcement, optional Stitch MCP integration, and component library guidance. Covers typography, color systems, motion design (motion/react, GSAP, Three.js), responsive-first layouts, and accessibility (WCAG 2.2).
oma-voice
Local-first text-to-speech and speech-to-text via the Voicebox MCP server. Generates speech from cloned or preset voice profiles for agent notifications, content voiceovers, and audio asset creation, and transcribes audio files for meeting notes or memos. Runs entirely on-device with no cloud, no API keys, no per-call cost. Use for voice generation, TTS, STT, transcription, voiceover, narration, dictation, audio asset work.
agent-supply-chain
Verify supply chain integrity for AI agent plugins, tools, and dependencies. Use this skill when: - Generating SHA-256 integrity manifests for agent plugins or tool packages - Verifying that installed plugins match their published manifests - Detecting tampered, modified, or untracked files in agent tool directories - Auditing dependency pinning and version policies for agent components - Building provenance chains for agent plugin promotion (dev → staging → production) - Any request like "verify plugin integrity", "generate manifest", "check supply chain", or "sign this plugin"
aspire
Aspire skill covering the Aspire CLI, AppHost orchestration, service discovery, integrations, MCP server, VS Code extension, Dev Containers, GitHub Codespaces, templates, dashboard, and deployment. Use when the user asks to create, run, debug, configure, deploy, or troubleshoot an Aspire distributed application.
az-cost-optimize
Analyze Azure resources used in the app (IaC files and/or resources in a target rg) and optimize costs - creating GitHub issues for identified optimizations.
azure-resource-health-diagnose
Analyze Azure resource health, diagnose issues from logs and telemetry, and create a remediation plan for identified problems.
copilot-sdk
Build agentic applications with GitHub Copilot SDK. Use when embedding AI agents in apps, creating custom tools, implementing streaming responses, managing sessions, connecting to MCP servers, or creating custom agents. Triggers on Copilot SDK, GitHub SDK, agentic app, embed Copilot, programmable agent, MCP server, custom agent.
copilot-spaces
Use Copilot Spaces to provide project-specific context to conversations. Use this skill when users mention a "Copilot space", want to load context from a shared knowledge base, discover available spaces, or ask questions grounded in curated project documentation, code, and instructions.
csharp-mcp-server-generator
Generate a complete MCP server project in C# with tools, prompts, and proper configuration
daily-prep
Prepare for tomorrow's meetings and tasks. Pulls calendar from Outlook via WorkIQ, cross-references open tasks and workspace context, classifies meetings, detects conflicts and day-fit issues, finds learning and deep-work slots, and generates a structured HTML prep file with productivity recommendations.
github-issues
Create, update, and manage GitHub issues using MCP tools. Use this skill when users want to create bug reports, feature requests, or task issues, update existing issues, add labels/assignees/milestones, set issue fields (dates, priority, custom fields), set issue types, manage issue workflows, link issues, add dependencies, or track blocked-by/blocking relationships. Triggers on requests like "create an issue", "file a bug", "request a feature", "update issue X", "set the priority", "set the start date", "link issues", "add dependency", "blocked by", "blocking", or any GitHub issue management task.
go-mcp-server-generator
Generate a complete Go MCP server project with proper structure, dependencies, and implementation using the official github.com/modelcontextprotocol/go-sdk.
integrate-context-matic
Discovers and integrates third-party APIs using the context-matic MCP server. Uses `fetch_api` to find available API SDKs, `ask` for integration guidance, `model_search` and `endpoint_search` for SDK details. Use when the user asks to integrate a third-party API, add an API client, implement features with an external API, or work with any third-party API or SDK.
java-mcp-server-generator
Generate a complete Model Context Protocol server project in Java using the official MCP Java SDK with reactive streams and optional Spring Boot integration.
kotlin-mcp-server-generator
Generate a complete Kotlin MCP server project with proper structure, dependencies, and implementation using the official io.modelcontextprotocol:kotlin-sdk library.
mcp-cli
Interface for MCP (Model Context Protocol) servers via CLI. Use when you need to interact with external tools, APIs, or data sources through MCP servers, list available MCP servers/tools, or call MCP tools from command line.
mcp-copilot-studio-server-generator
Generate a complete MCP server implementation optimized for Copilot Studio integration with proper schema constraints and streamable HTTP support
mcp-create-declarative-agent
Skill converted from mcp-create-declarative-agent.prompt.md
mcp-security-audit
Audit MCP (Model Context Protocol) server configurations for security issues. Use this skill when: - Reviewing .mcp.json files for security risks - Checking MCP server args for hardcoded secrets or shell injection patterns - Validating that MCP servers use pinned versions (not @latest) - Detecting unpinned dependencies in MCP server configurations - Auditing which MCP servers a project registers and whether they're on an approved list - Checking for environment variable usage vs. hardcoded credentials in MCP configs - Any request like "is my MCP config secure?", "audit my MCP servers", or "check .mcp.json" keywords: [mcp, security, audit, secrets, shell-injection, supply-chain, governance]
microsoft-docs
Query official Microsoft documentation to find concepts, tutorials, and code examples across Azure, .NET, Agent Framework, Aspire, VS Code, GitHub, and more. Uses Microsoft Learn MCP as the default, with Context7 and Aspire MCP for content that lives outside learn.microsoft.com.
onboard-context-matic
Interactive onboarding tour for the context-matic MCP server. Walks the user through what the server does, shows all available APIs, lets them pick one to explore, explains it in their project language, demonstrates model_search and endpoint_search live, and ends with a menu of things the user can ask the agent to do. USE FOR: first-time setup; "what can this MCP do?"; "show me the available APIs"; "onboard me"; "how do I use the context-matic server"; "give me a tour". DO NOT USE FOR: actually integrating an API end-to-end (use integrate-context-matic instead).
penpot-uiux-design
Comprehensive guide for creating professional UI/UX designs in Penpot using MCP tools. Use this skill when: (1) Creating new UI/UX designs for web, mobile, or desktop applications, (2) Building design systems with components and tokens, (3) Designing dashboards, forms, navigation, or landing pages, (4) Applying accessibility standards and best practices, (5) Following platform guidelines (iOS, Android, Material Design), (6) Reviewing or improving existing Penpot designs for usability. Triggers: "design a UI", "create interface", "build layout", "design dashboard", "create form", "design landing page", "make it accessible", "design system", "component library".
php-mcp-server-generator
Generate a complete PHP Model Context Protocol server project with tools, resources, prompts, and tests using the official PHP SDK
power-platform-mcp-connector-suite
Generate complete Power Platform custom connector with MCP integration for Copilot Studio - includes schema generation, troubleshooting, and validation
powerbi-modeling
Power BI semantic modeling assistant for building optimized data models. Use when working with Power BI semantic models, creating measures, designing star schemas, configuring relationships, implementing RLS, or optimizing model performance. Triggers on queries about DAX calculations, table relationships, dimension/fact table design, naming conventions, model documentation, cardinality, cross-filter direction, calculation groups, and data model best practices. Always connects to the active model first using power-bi-modeling MCP tools to understand the data structure before providing guidance.
python-mcp-server-generator
Generate a complete MCP server project in Python with tools, resources, and proper configuration
roundup-setup
Interactive onboarding that learns your communication style, audiences, and data sources to configure personalized status briefings. Paste in examples of updates you already write, answer a few questions, and roundup calibrates itself to your workflow.
ruby-mcp-server-generator
Generate a complete Model Context Protocol server project in Ruby using the official MCP Ruby SDK gem.
rust-mcp-server-generator
Generate a complete Rust Model Context Protocol server project with tools, prompts, resources, and tests using the official rmcp SDK
secret-scanning
Guide for configuring and managing GitHub secret scanning, push protection, custom patterns, and secret alert remediation. For pre-commit secret scanning in AI coding agents via the GitHub MCP Server, this skill references the Advanced Security plugin (`advanced-security@copilot-plugins`). Use this skill when enabling secret scanning, setting up push protection, defining custom patterns, triaging alerts, resolving blocked pushes, or when an agent needs to scan code for secrets before committing.
semantic-kernel
Create, update, refactor, explain, or review Semantic Kernel solutions using shared guidance plus language-specific references for .NET and Python.
swift-mcp-server-generator
Generate a complete Model Context Protocol server project in Swift using the official MCP Swift SDK package.
tldr-prompt
Create tldr summaries for GitHub Copilot files (prompts, agents, instructions, collections), MCP servers, or documentation from URLs and queries.
typescript-mcp-server-generator
Generate a complete MCP server project in TypeScript with tools, resources, and proper configuration
webapp-testing
Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.
workiq-copilot
Guides the Copilot CLI on how to use the WorkIQ CLI/MCP server to query Microsoft 365 Copilot data (emails, meetings, docs, Teams, people) for live context, summaries, and recommendations.
tool-design
This skill should be used when the user asks to "design agent tools", "create tool descriptions", "reduce tool complexity", "implement MCP tools", or mentions tool consolidation, architectural reduction, tool naming conventions, or agent-tool interfaces.
001-skills-inventory
Use when you need to generate a checklist document with Java system prompts, following the embedded template exactly and producing INVENTORY-SKILLS-JAVA.md in the project root. This should trigger for requests such as Create Java system prompts checklist; Generate INVENTORY-SKILLS-JAVA.md; Use @001-skills-inventory. Part of cursor-rules-java project
002-agents-inventory
Use when you need to generate a checklist document with embedded agents inventory, following the embedded template exactly and producing INVENTORY-AGENTS-JAVA.md in the project root. This should trigger for requests such as Create embedded agents inventory checklist; Generate INVENTORY-AGENTS-JAVA.md; Use @002-agents-inventory. Part of cursor-rules-java project
012-agile-epic
Guides the creation of agile epics with comprehensive definition including business value, success criteria, and breakdown into user stories. Use when the user wants to create an agile epic, define large bodies of work, break down features into user stories, or document strategic initiatives. This should trigger for requests such as Create an agile epic; Write an epic; I need to create an epic; Define an epic; Epic definition. Part of cursor-rules-java project
013-agile-feature
Guides the creation of detailed agile feature documentation from an existing epic. Use when the user wants to split an epic into feature files, derive features with scope and acceptance criteria, or plan feature documentation for stakeholders or engineering. This should trigger for requests such as Create features from an epic; Split epic into features; Feature files from epic; Derive features from epic. Part of cursor-rules-java project
014-agile-user-story
Guides the creation of agile user stories and Gherkin feature files. Use when the user wants to create a user story, write acceptance criteria, define Gherkin scenarios, or author BDD feature files. This should trigger for requests such as Create a user story; Write a user story; I need to write a user story. Part of cursor-rules-java project
030-architecture-adr-general
Use when you need to generate Architecture Decision Records (ADRs) for a Java project through an interactive, conversational process that systematically gathers context, stakeholders, options, and outcomes to produce well-structured ADR documents. This should trigger for requests such as Generate ADR; Create Architecture Decision Record; Document architecture decision; Architecture Decision Record for Java. Part of cursor-rules-java project
031-architecture-adr-functional-requirements
Facilitates conversational discovery to create Architectural Decision Records (ADRs) for functional requirements covering CLI, REST/HTTP APIs, or both. Use when the user wants to document command-line or HTTP service architecture, capture functional requirements, create ADRs for CLI or API projects, or design interfaces with documented decisions. This should trigger for requests such as Create ADR for functional requirements; Document functional requirements; Capture functional requirements; Generate functional requirements in an ADR. Part of cursor-rules-java project
032-architecture-adr-non-functional-requirements
Facilitates conversational discovery to create Architectural Decision Records (ADRs) for non-functional requirements using the ISO/IEC 25010:2023 quality model. Use when the user wants to document quality attributes, NFR decisions, security/performance/scalability architecture, or design systems with measurable quality criteria. This should trigger for requests such as Create ADR for Non-functional requirements; Document Non-functional requirements; Capture Non-functional requirements; Generate Non-functional requirements in an ADR. Part of cursor-rules-java project
033-architecture-diagrams
Use when you need to generate Java project diagrams — including UML sequence diagrams, UML class diagrams, C4 model diagrams, UML state machine diagrams, and ER (Entity Relationship) diagrams — through a modular, step-based interactive process that adapts to your specific visualization needs. This should trigger for requests such as Generate UML diagram; Create sequence diagram; Create class diagram; Create state machine diagram; Create C4 diagram. Part of cursor-rules-java project
041-planning-plan-mode
Use when creating a plan using Plan model and enhancing structured design plans in Cursor Plan mode for Java implementations. Use when the user wants to create a plan, design an implementation, structure a development plan, or use plan mode for outside-in TDD, feature implementation, or refactoring work. This should trigger for requests such as Create a plan with Cursor Plan mode; Write a plan with Claude Plan mode; Design an implementation plan; Structure a development plan. Part of cursor-rules-java project
042-planning-openspec
Use when you need to take a `*.plan.md` file and turn it into OpenSpec change artifacts by validating OpenSpec installation, initializing or reusing an OpenSpec project, and creating or updating a change proposal/spec/tasks flow. Includes a concrete workflow based on `examples/requirements-examples/problem1/requirements/openspec`. This should trigger for requests such as Convert `*.plan.md` into OpenSpec; Add change proposal from plan; Update existing OpenSpec project; Initialize OpenSpec in requirements folder. Part of cursor-rules-java project
043-planning-github-issues
Use when you need the GitHub CLI (`gh`) to verify installation, list issues (all or by milestone) as markdown tables, fetch issue bodies and comments for analysis, or hand off to @014-agile-user-story when creating user stories from GitHub threads. Uses an interactive install gate — if `gh` is missing, ask whether to show installation guidance before any issue commands. This should trigger for requests such as gh issue list; List GitHub issues; Issues in milestone; GitHub CLI issues; gh issue view comments. Part of cursor-rules-java project
044-planning-jira
Use when you need the Jira CLI (`jira`) to verify installation, configure Jira Cloud access, list issues (all or by JQL) as markdown tables, and fetch issue descriptions and comments for analysis. Uses an interactive install gate - if `jira` is missing, ask whether to show installation guidance before any issue commands. This should trigger for requests such as jira issue list; List Jira issues; Jira JQL issue query; jira issue view comments; Jira CLI issue workflow. Part of cursor-rules-java project
110-java-maven-best-practices
Use when you need to review, improve, or troubleshoot a Maven pom.xml file — including dependency management with BOMs, plugin configuration, version centralization, multi-module project structure, build profiles, or any situation where you want to align your Maven setup with industry best practices. This should trigger for requests such as Review pom.xml to improve it; Apply Maven best practices to pom.xml; Improve Maven POM configuration. Part of cursor-rules-java project
111-java-maven-dependencies
Use when you need to add or evaluate Maven dependencies that improve code quality — including nullness annotations (JSpecify), static analysis (Error Prone + NullAway), functional programming (VAVR), or architecture testing (ArchUnit) — and want a consultative, question-driven approach that adds only what you actually need. This should trigger for requests such as Add Maven dependencies; Add JSpecify nullness dependencies; Add Error Prone NullAway dependencies; Add VAVR functional dependencies; Add ArchUnit architecture testing dependencies. Part of cursor-rules-java project
112-java-maven-plugins
Use when you need to add or configure Maven plugins in your pom.xml — including quality tools (enforcer, surefire, failsafe, jacoco, pitest, spotbugs, pmd), security scanning (OWASP), code formatting (Spotless), version management, container image build (Jib), build information tracking, and benchmarking (JMH) — through a consultative, modular step-by-step approach that only adds what you actually need. This should trigger for requests such as Add Maven plugins in pom.xml; Improve Maven plugins in pom.xml. Part of cursor-rules-java project
113-java-maven-documentation
Use when you need to create a DEVELOPER.md file for a Maven project — combining a fixed base template with dynamic sections derived from the project pom.xml, including a Plugin Goals Reference, Maven Profiles table, and Submodules table for multi-module projects. This should trigger for requests such as Create DEVELOPER.md; Generate DEVELOPER.md; Maven project documentation; Add Maven documentation; Plugin goals reference. Part of cursor-rules-java project
114-java-maven-search
Covers Maven Central search (Search API, maven-metadata.xml, artifact URLs) and project-local update reports via versions-maven-plugin (display-property-updates, display-dependency-updates, display-plugin-updates). Use when finding or verifying coordinates, browsing Central, or checking what newer versions apply to the user’s pom.xml. This should trigger for requests such as Search Maven Central; Find Maven dependency; Maven coordinates; groupId artifactId version. Part of cursor-rules-java project
121-java-object-oriented-design
Use when you need to review, improve, or refactor Java code for object-oriented design quality — including applying SOLID, DRY, and YAGNI principles, improving class and interface design, fixing OOP concept misuse (encapsulation, inheritance, polymorphism), identifying and resolving code smells (God Class, Feature Envy, Data Clumps), or improving object creation patterns, method design, and exception handling. This should trigger for requests such as Review Java code for object-oriented design; Refactor Java code for object-oriented design; Improve Java code for object-oriented design; Fix OOP concept misuse in Java code. Part of cursor-rules-java project
122-java-type-design
Use when you need to review, improve, or refactor Java code for type design quality — including establishing clear type hierarchies, applying consistent naming conventions, eliminating primitive obsession with domain-specific value objects, leveraging generic type parameters, creating type-safe wrappers, designing fluent interfaces, ensuring precision-appropriate numeric types (BigDecimal for financial calculations), and improving type contrast through interfaces and method signature alignment. This should trigger for requests such as Review Java code for type design; Improve type design in Java code; Fix primitive obsession in Java code; Create value objects in Java code. Part of cursor-rules-java project
123-java-exception-handling
Use when you need to apply Java exception handling best practices — including using specific exception types, managing resources with try-with-resources, securing exception messages, preserving error context via exception chaining, validating inputs early with fail-fast principles, handling thread interruption correctly, documenting exceptions with @throws, enforcing logging policy, translating exceptions at API boundaries, managing retries and idempotency, enforcing timeouts, attaching suppressed exceptions, and propagating failures in async/reactive code. Part of the skills-for-java project
124-java-secure-coding
Use when you need to apply Java secure coding best practices — including validating untrusted inputs, defending against injection attacks with parameterized queries, minimizing attack surface via least privilege, applying strong cryptographic algorithms, handling exceptions securely without exposing sensitive data, managing secrets at runtime, avoiding unsafe deserialization, and encoding output to prevent XSS. This should trigger for requests such as Review Java code for secure coding. Part of cursor-rules-java project
125-java-concurrency
Use when you need to apply Java concurrency best practices — including thread safety fundamentals, ExecutorService thread pool management, concurrent design patterns like Producer-Consumer, asynchronous programming with CompletableFuture, immutability and safe publication, deadlock avoidance, virtual threads, scoped values, backpressure, cancellation discipline, and observability for concurrent systems. This should trigger for requests such as Review Java code for concurrency. Part of cursor-rules-java project
126-java-exception-handling
Use when you need to apply Java exception handling best practices — including using specific exception types, managing resources with try-with-resources, securing exception messages, preserving error context via exception chaining, validating inputs early with fail-fast principles, handling thread interruption correctly, documenting exceptions with @throws, enforcing logging policy, translating exceptions at API boundaries, managing retries and idempotency, enforcing timeouts, attaching suppressed exceptions, and propagating failures in async/reactive code. This should trigger for requests such as Exception handling; Use try-with-resources in Java code; Create exception chaining in Java code; Apply fail-fast validation in Java code. Part of cursor-rules-java project
128-java-generics
Use when you need to review, improve, or refactor Java code for generics quality — including avoiding raw types, applying the PECS (Producer Extends Consumer Super) principle for wildcards, using bounded type parameters, designing effective generic methods, leveraging the diamond operator, understanding type erasure implications, handling generic inheritance correctly, preventing heap pollution with @SafeVarargs, and integrating generics with modern Java features like Records, sealed types, and pattern matching. This should trigger for requests such as Improve the code with Generics; Apply Generics; Refactor the code with Generics. Part of cursor-rules-java project
130-java-testing-strategies
Use when you need to apply testing strategies for Java code — RIGHT-BICEP to guide test creation, A-TRIP for test quality characteristics, or CORRECT for verifying boundary conditions. This should trigger for requests such as Review Java code for testing strategies; Apply RIGHT-BICEP testing strategies in Java code; Apply A-TRIP testing strategies in Java code; Apply CORRECT boundary condition verification in Java code. Part of cursor-rules-java project
131-java-testing-unit-testing
Use when you need to review, improve, or write Java unit tests — including migrating from JUnit 4 to JUnit 5, adopting AssertJ for fluent assertions, structuring tests with Given-When-Then, ensuring test independence, applying parameterized tests, mocking dependencies with Mockito, verifying boundary conditions (RIGHT-BICEP, CORRECT, A-TRIP), leveraging JSpecify null-safety annotations, or eliminating testing anti-patterns such as reflection-based tests or shared mutable state. This should trigger for requests such as Review Java code for unit tests; Apply best practices for unit tests in Java code. Part of cursor-rules-java project
132-java-testing-integration-testing
Use when you need to set up, review, or improve Java integration tests — including generating a BaseIntegrationTest.java with WireMock for HTTP stubs, detecting HTTP client infrastructure from import signals, injecting service coordinates dynamically via System.setProperty(), creating WireMock JSON mapping files with bodyFileName, isolating stubs per test method, verifying HTTP interactions, or eliminating anti-patterns such as Mockito-mocked HTTP clients or globally registered WireMock stubs. This should trigger for requests such as Review Java code for integration tests; Apply best practices for integration tests in Java code. Part of cursor-rules-java project
133-java-testing-acceptance-tests
Use when you need to implement acceptance tests from a Gherkin .feature file for framework-agnostic Java (no Spring Boot, Quarkus, Micronaut) — finding @acceptance scenarios, happy path with RestAssured, Testcontainers for DB/Kafka, WireMock for external REST. Requires .feature file in context. This should trigger for requests such as Review Java code for acceptance tests; Apply best practices for acceptance tests in Java code. Part of cursor-rules-java project
141-java-refactoring-with-modern-features
Use when you need to refactor Java code to adopt modern Java features (Java 8+) — including migrating anonymous classes to lambdas, replacing Iterator loops with Stream API, adopting Optional for null safety, switching from legacy Date/Calendar to java.time, using collection factory methods, applying text blocks, var inference, or leveraging Java 25 features like flexible constructor bodies and module import declarations. This should trigger for requests such as Review Java code for modern Java development; Apply best practices for modern Java development in Java code. Part of cursor-rules-java project
142-java-functional-programming
Use when you need to apply functional programming principles in Java — including writing immutable objects and Records, pure functions, functional interfaces, lambda expressions, Stream API pipelines, Optional for null safety, function composition, higher-order functions, pattern matching for instanceof and switch, sealed classes/interfaces for controlled hierarchies, Stream Gatherers for custom operations, currying/partial application, effect boundary separation, and concurrent-safe functional patterns. This should trigger for requests such as Improve the code with Functional Programming; Apply Functional Programming; Refactor the code with Functional Programming. Part of cursor-rules-java project
143-java-functional-exception-handling
Use when you need to apply functional exception handling best practices in Java — including replacing exception overuse with Optional and VAVR Either types, designing error type hierarchies using sealed classes and enums, implementing monadic error composition pipelines, establishing functional control flow patterns, and reserving exceptions only for truly exceptional system-level failures. This should trigger for requests such as Improve the code with Functional Exception Handling; Apply Functional Exception Handling; Refactor the code with Functional Exception Handling. Part of cursor-rules-java project
144-java-data-oriented-programming
Use when you need to apply data-oriented programming best practices in Java — including separating code (behavior) from data structures using records, designing immutable data with pure transformation functions, keeping data flat and denormalized with ID-based references, starting with generic data structures converting to specific types when needed, ensuring data integrity through pure validation functions, and creating flexible generic data access layers. This should trigger for requests such as Improve the code with Data-Oriented Programming; Apply Data-Oriented Programming; Refactor the code with Data-Oriented Programming; Apply Data-Oriented Programming; Refactor the code with Data-Oriented Programming. Part of cursor-rules-java project
145-java-refactoring-high-performance
Use when you need to refactor Java code for high performance — including memory/allocation reduction, CPU hot-path optimization, and syntax/API/control-flow improvements. This should trigger for requests such as Review Java code for high performance; Optimize Java hot path; Reduce Java allocations; Improve Java latency/throughput. Part of cursor-rules-java project
151-java-performance-jmeter
Use when you need to set up JMeter performance testing for a Java project — including creating the run-jmeter.sh script from the exact template, configuring load tests with loops, threads, and ramp-up, or running performance tests from the project root with custom or default settings. This should trigger for requests such as Improve the code with JMeter performance testing; Apply JMeter performance testing; Refactor the code with JMeter performance testing; Add JMeter support. Part of cursor-rules-java project
161-java-profiling-detect
Use when you need to set up Java application profiling to detect and measure performance issues — including automated async-profiler v4.0 setup, problem-driven profiling (CPU, memory, threading, GC, I/O), interactive profiling scripts, JFR integration with Java 25 (JEP 518, JEP 520), or collecting profiling data with flamegraphs and JFR recordings. This should trigger for requests such as Improve the code with profiling; Apply Profiling; Refactor the code with profiling; Add profiling support. Part of cursor-rules-java project
162-java-profiling-analyze
Use when you need to analyze Java profiling data collected during the detection phase — including interpreting flamegraphs, memory allocation patterns, CPU hotspots, threading issues, systematic problem categorization, evidence documentation with profiling-problem-analysis and profiling-solutions markdown files, or prioritizing fixes using Impact/Effort scoring. This should trigger for requests such as Analyze JFR profile; Analyze the profile; Analyze the performance; Analyze the memory. Part of cursor-rules-java project
163-java-profiling-refactor
Use when you need to refactor Java code based on profiling analysis findings — including reviewing docs/profiling-problem-analysis and docs/profiling-solutions, identifying specific performance bottlenecks, and implementing targeted code changes to address CPU, memory, or threading issues. This should trigger for requests such as Refactor the code with profiling; Apply profiling; Refactor the code with profiling; Optimize hot path. Part of cursor-rules-java project
164-java-profiling-verify
Use when you need to verify Java performance optimizations by comparing profiling results before and after refactoring — including baseline validation, post-refactoring report generation, quantitative before/after metrics comparison, side-by-side flamegraph analysis, regression detection, or creating profiling-comparison-analysis and profiling-final-results documentation. This should trigger for requests such as Verify performance fix; Verify the performance; Verify the memory; Verify the threading. Part of cursor-rules-java project
170-java-documentation
Use when you need to generate or improve Java project documentation — including README.md files, package-info.java files, and Javadoc enhancements — through a modular, step-based interactive process that adapts to your specific documentation needs. This should trigger for requests such as Improve the code with documentation; Apply documentation; Refactor the code with documentation. Part of cursor-rules-java project
181-java-observability-logging
Use when you need to implement or improve Java logging and observability — including selecting SLF4J with Logback/Log4j2, applying proper log levels (ERROR, WARN, INFO, DEBUG, TRACE), parameterized logging, secure logging without sensitive data exposure, environment-specific configuration, log aggregation and monitoring, or validating logging through tests. This should trigger for requests such as Improve logging; Apply logging; Refactor logging; Add logging support. Part of cursor-rules-java project
182-java-observability-metrics-micrometer
Use when you need to implement or improve Java metrics observability with Micrometer — including meter design, naming/tag conventions, cardinality control, timers/counters/gauges/distribution summaries, percentiles/histograms, Actuator/Prometheus integration, and metrics validation through tests. This should trigger for requests such as Improve metrics; Apply Micrometer; Add metrics observability; Refactor Micrometer instrumentation. Part of cursor-rules-java project
183-java-observability-tracing-opentelemetry
Use when you need to implement or improve distributed tracing with OpenTelemetry in Java — including trace/span modeling, context propagation, semantic conventions, span attributes/events/status, sampling strategy, baggage usage, privacy safeguards, and backend integration with OTLP collectors. This should trigger for requests such as Improve tracing; Apply OpenTelemetry tracing; Add distributed tracing; Refactor tracing instrumentation. Part of cursor-rules-java project
183-observability-tracing-opentelemetry
Use when you need to implement or improve distributed tracing with OpenTelemetry in Java — including trace/span modeling, context propagation, semantic conventions, span attributes/events/status, sampling strategy, baggage usage, privacy safeguards, and backend integration with OTLP collectors. This should trigger for requests such as Improve tracing; Apply OpenTelemetry tracing; Add distributed tracing; Refactor tracing instrumentation. Part of cursor-rules-java project
200-agents-md
Use when you need to generate an AGENTS.md file for a Java repository — covering project conventions, tech stack, file structure, commands, Git workflow, and contributor boundaries — through a modular, step-based interactive process that adapts to your specific project needs. This should trigger for requests such as Create AGENTS.md; Update AGENTS.md file; Add agent instructions. Part of cursor-rules-java project
301-frameworks-spring-boot-core
Use when you need to review, improve, or build Spring Boot 4.0.x applications — including proper usage of @SpringBootApplication, component annotations (@Controller, @Service, @Repository), bean definition and scoping, configuration classes and @ConfigurationProperties (with @Validated), component scanning, conditional configuration and profiles, constructor injection, @Primary and @Qualifier for multiple beans of the same type, bean minimization, graceful shutdown, virtual threads, Jakarta EE namespace consistency, and scheduled tasks. This should trigger for requests such as Review Java code for Spring Boot application; Apply best practices for Spring Boot application in Java code. Part of cursor-rules-java project
302-frameworks-spring-boot-rest
Use when you need to design, review, or improve REST APIs with Spring Boot — including HTTP methods, resource URIs, status codes, DTOs, versioning, deprecation and sunset headers, content negotiation (JSON and vendor media types), ISO-8601 instants in DTOs, pagination/sorting/filtering, Bean Validation at the boundary, idempotency, ETag concurrency, HTTP caching, error handling, security, contract-first OpenAPI (OpenAPI Generator), controller advice, and problem details for errors. This should trigger for requests such as Review Java code for Spring Boot REST API; Apply best practices for Spring Boot REST API in Java code. Part of cursor-rules-java project
303-frameworks-spring-boot-validation
Use when you need to design, review, or improve validation in Spring Boot applications — including Bean Validation on request DTOs, @Valid/@Validated at API boundaries, constraint groups, custom constraints, @ConfigurationProperties validation, nested DTO validation, and consistent validation error handling. This should trigger for requests such as Add validation support in Spring Boot; Review Spring Boot validation rules; Improve request validation in Spring Boot REST APIs; Add custom Bean Validation constraints in Spring Boot; Validate configuration properties in Spring Boot. Part of cursor-rules-java project
304-frameworks-spring-boot-security
Use when you need to design, review, or improve security in Spring Boot applications — including SecurityFilterChain, OAuth2/JWT resource server patterns, form login basics, method security (@PreAuthorize), CSRF and CORS for APIs, session fixation, security headers, exception handling, password encoding, and sensitive-data-safe logging. This should trigger for requests such as Add Spring Boot security support; Review Spring Boot security configuration; Improve API authorization in Spring Boot; Add JWT resource server security in Spring Boot; Harden Spring Boot security headers and CSRF settings. Part of cursor-rules-java project
311-frameworks-spring-jdbc
Use when you need to write or review programmatic JDBC with Spring — including JdbcClient (Spring Framework 7+) as the default API, JdbcTemplate only where batch/streaming APIs require JdbcOperations, NamedParameterJdbcTemplate for legacy named-param code, parameterized SQL, RowMapper mapping to records, batch operations, transactions, safe handling of generated keys, DataAccessException handling, read-only transactions, streaming large result sets, and @JdbcTest slice testing. This should trigger for requests such as Review Java code for Spring JDBC (JdbcTemplate, JdbcClient, NamedParameterJdbcTemplate); Apply best practices for Spring JDBC data access in Java code; Detect and fix SQL injection risks in JDBC code; Improve transaction boundaries or exception handling for JDBC operations. Part of cursor-rules-java project
312-frameworks-spring-data-jdbc
Use when you need to use Spring Data JDBC with Java records — including entity design with records, repository pattern, immutable updates, aggregate relationships, custom queries, transaction management, and avoiding N+1 problems. This should trigger for requests such as Review Java code for Spring Data JDBC; Apply best practices for Spring Data JDBC in Java code. Part of cursor-rules-java project
323-frameworks-spring-boot-testing-acceptance-tests
Use when you need to implement acceptance tests from a Gherkin .feature file for Spring Boot applications — including finding scenarios tagged @acceptance, implementing happy path tests with TestRestTemplate, @SpringBootTest, Testcontainers with @ServiceConnection for DB/Kafka, and WireMock for external REST stubs. Requires .feature file in context. Part of the skills-for-java project
401-frameworks-quarkus-core
Use when building or reviewing core Quarkus applications with CDI beans and scopes, SmallRye Config and profiles, lifecycle, interceptors and events, virtual threads, and test-friendly design. Part of the skills-for-java project
402-frameworks-quarkus-rest
Use when you need to design, review, or improve REST APIs with Quarkus REST (Jakarta REST) — including resource classes, HTTP methods, status codes, request/response DTOs, Bean Validation, exception mappers, optional runtime OpenAPI exposure (SmallRye), contract-first generation from OpenAPI, content negotiation, pagination, sorting and filtering, API versioning, idempotency (Idempotency-Key), optimistic concurrency (ETag / If-Match), HTTP caching (Cache-Control), API deprecation (Sunset / Deprecation headers), RFC 7807 Problem Details, ISO-8601 for time in contracts, and security-aware boundaries. Part of the skills-for-java project
411-frameworks-quarkus-jdbc
Use when you need programmatic JDBC in Quarkus — Agroal DataSource, parameterized SQL, transactions, batching, and Dev Services. Part of the skills-for-java project
412-frameworks-quarkus-panache
Use when you need data access with Quarkus Hibernate ORM Panache — including PanacheEntity / PanacheEntityBase, PanacheRepository, named queries, JPQL, native SQL, DTO projections (project(Class)), pagination (Page.of()), N+1 avoidance (JOIN FETCH), optimistic locking (@Version / OptimisticLockException), @NamedQuery for validated reusable queries, transactions, @TestTransaction for test isolation, and immutable-friendly patterns. This is the Quarkus analogue to Spring Data for relational persistence. Part of the skills-for-java project
422-frameworks-quarkus-testing-integration-tests
Use when you need to write or improve integration tests for Quarkus — including @QuarkusTest, Dev Services for automatic container provisioning, Testcontainers via QuarkusTestResourceLifecycleManager, WireMock for external HTTP stubs, @QuarkusIntegrationTest for black-box testing against packaged artifacts, REST Assured, data isolation strategies (@TestTransaction vs @BeforeEach cleanup), and Maven Surefire/Failsafe three-tier split (*Test, *IT, *AT). Part of the skills-for-java project
423-frameworks-quarkus-testing-acceptance-tests
Use when you need to implement acceptance tests from a Gherkin .feature file for Quarkus applications — including @acceptance scenarios, @QuarkusTest, BaseAcceptanceTest with QuarkusTestResourceLifecycleManager for Testcontainers and WireMock, REST Assured for full HTTP pipeline testing, WireMock JSON mapping files (classpath:wiremock/mappings/), *AT suffix naming, and Maven Surefire/Failsafe three-tier split. Requires the .feature file in context. Part of the skills-for-java project
511-frameworks-micronaut-jdbc
Use when you need programmatic JDBC in Micronaut — pooled DataSource, parameterized SQL, io.micronaut.transaction.annotation.Transactional, batching, and domain exception translation. Part of the skills-for-java project
702-technologies-wiremock
Use when you need framework-agnostic WireMock guidance — stub design, JSON or programmatic mappings, precise request matching, response bodies and faults, classpath fixtures, isolation and reset between tests, verification of calls, dynamic ports and base URLs, and avoiding flaky stubs — without choosing Spring Boot, Quarkus, or Micronaut. Part of the skills-for-java project
aiwg-help
Display all available AIWG CLI commands, their arguments, and usage examples
chatgpt-app-builder
**MANDATORY for ALL MCP server work** - mcp-use framework best practices and patterns. **READ THIS FIRST** before any MCP server work, including: - Creating new MCP servers - Modifying existing MCP servers (adding/updating tools, resources, prompts, widgets) - Debugging MCP server issues or errors - Reviewing MCP server code for quality, security, or performance - Answering questions about MCP development or mcp-use patterns - Making ANY changes to server.tool(), server.resource(), server.prompt(), or widgets This skill contains critical architecture decisions, security patterns, and common pitfalls. Always consult the relevant reference files BEFORE implementing MCP features.
mcp-apps-builder
**MANDATORY for ALL MCP server work** - mcp-use framework best practices and patterns. **READ THIS FIRST** before any MCP server work, including: - Creating new MCP servers - Modifying existing MCP servers (adding/updating tools, resources, prompts, widgets) - Debugging MCP server issues or errors - Reviewing MCP server code for quality, security, or performance - Answering questions about MCP development or mcp-use patterns - Making ANY changes to server.tool(), server.resource(), server.prompt(), or widgets This skill contains critical architecture decisions, security patterns, and common pitfalls. Always consult the relevant reference files BEFORE implementing MCP features.
mcp-builder
**MANDATORY for ALL MCP server work** - mcp-use framework best practices and patterns. **READ THIS FIRST** before any MCP server work, including: - Creating new MCP servers - Modifying existing MCP servers (adding/updating tools, resources, prompts, widgets) - Debugging MCP server issues or errors - Reviewing MCP server code for quality, security, or performance - Answering questions about MCP development or mcp-use patterns - Making ANY changes to server.tool(), server.resource(), server.prompt(), or widgets This skill contains critical architecture decisions, security patterns, and common pitfalls. Always consult the relevant reference files BEFORE implementing MCP features.
openapi-to-mcp
Build and deploy an MCP server from an OpenAPI / Swagger spec using the mcp-use TypeScript SDK. Use this skill whenever the user wants to "turn this OpenAPI spec into an MCP server", "make this API usable from Claude/ChatGPT", "wrap this Swagger doc as MCP tools", "expose this REST API to an LLM", "generate MCP tools from a spec", or pastes/attaches an `openapi.yaml`, `openapi.json`, or `swagger.json` and asks for a Claude-compatible version. Trigger even if the user doesn't say "MCP" — if they describe an existing HTTP API (REST endpoints, an internal service, a third-party API they have a key for) and want an LLM to call it, this is the right skill. Covers spec ingestion (file path, URL, or pasted), operation-to-tool mapping, auth wiring (apiKey, bearer, basic, OAuth bearer), scaffolding with `create-mcp-use-app`, tool generation with proper zod schemas, live testing in the mcp-use inspector, and deploying to Manufact / mcp-use cloud.
cloud-solution-architect
Transform the agent into a Cloud Solution Architect following Azure Architecture Center best practices. Use when designing cloud architectures, reviewing system designs, selecting architecture styles, applying cloud design patterns, making technology choices, or conducting Well-Architected Framework reviews.
continual-learning
Guide for implementing continual learning in AI coding agents — hooks, memory scoping, reflection patterns. Use when setting up learning infrastructure for agents.
copilot-sdk
Build applications powered by GitHub Copilot using the Copilot SDK. Use when creating programmatic integrations with Copilot across Node.js/TypeScript, Python, Go, or .NET. Covers session management, custom tools, streaming, hooks, MCP servers, BYOK providers, session persistence, custom agents, skills, and deployment patterns. Requires GitHub Copilot CLI installed and a GitHub Copilot subscription (unless using BYOK).
entra-agent-id
Microsoft Entra Agent ID (preview) for creating OAuth2-capable AI agent identities via Microsoft Graph beta API. Covers Agent Identity Blueprints, BlueprintPrincipals, Agent Identities, required permissions, sponsors, and Workload Identity Federation. Includes Microsoft Entra SDK for AgentID (containerized sidecar) for polyglot agent authentication (Docker/Kubernetes), 3P agent integration, autonomous and interactive agent patterns. Triggers: "agent identity", "agent id", "Agent Identity Blueprint", "BlueprintPrincipal", "entra agent", "agent identity provisioning", "Graph agent identity", "entra sidecar", "agent id sidecar", "auth sidecar", "3P agent", "third-party agent identity", "polyglot agent auth".
github-issue-creator
Convert raw notes, error logs, voice dictation, or screenshots into crisp GitHub-flavored markdown issue reports. Use when the user pastes bug info, error messages, or informal descriptions and wants a structured GitHub issue. Supports images/GIFs for visual evidence.
kql
KQL language expertise for writing correct, efficient Kusto Query Language queries. Covers syntax gotchas, join patterns, dynamic types, datetime pitfalls, regex patterns, serialization, memory management, result-size discipline, and advanced functions (geo, vector, graph). USE THIS SKILL whenever writing, debugging, or reviewing KQL queries — even simple ones — because the gotchas section prevents the most common errors that waste tool calls and cause expensive retry cascades. Trigger on: KQL, Kusto, ADX, Azure Data Explorer, Fabric Real-Time Intelligence, EventHouse, Log Analytics, log analysis, data exploration, time series, anomaly detection, summarize, where clause, join, extend, project, let statement, parse operator, extract function, any mention of pipe-forward query syntax.
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP), Node/TypeScript (MCP SDK), or C#/.NET (Microsoft MCP SDK).
podcast-generation
Generate AI-powered podcast-style audio narratives using Azure OpenAI's GPT Realtime Mini model via WebSocket. Use when building text-to-speech features, audio narrative generation, podcast creation from content, or integrating with Azure OpenAI Realtime API for real audio output. Covers full-stack implementation from React frontend to Python FastAPI backend with WebSocket streaming.
skill-creator
Guide for creating effective skills for AI coding agents working with Azure SDKs and Microsoft Foundry services. Use when creating new skills or updating existing skills.
add-atomic-chat-tool
Add Atomic Chat MCP server so the container agent can call local models served by the Atomic Chat desktop app via its OpenAI-compatible API.
add-codex
Use Codex (CLI + AppServer) as the full agent provider — planning, tool orchestration, native compaction, MCP tools, session resume — in place of the Claude Agent SDK. ChatGPT subscription or OPENAI_API_KEY. Per-group via agent_provider. Distinct from using OpenAI as an MCP tool (where Claude remains the planner).
add-gcal-tool
Add Google Calendar as an MCP tool (list calendars, list/search/create events, free/busy queries) using OneCLI-managed OAuth. Multi-calendar and multi-account supported. Mirrors /add-gmail-tool's stub pattern — no raw credentials ever reach the container; OneCLI injects real tokens at request time.
add-gmail-tool
Add Gmail as an MCP tool (read, search, send, label, draft) using OneCLI-managed OAuth. The agent gets Gmail tools in every enabled group; OneCLI injects real tokens at request time so no raw credentials are ever in the container or on disk in usable form.
add-ollama-tool
Add Ollama MCP server so the container agent can call local models and optionally manage the Ollama model library.
customize
Add new capabilities or modify NanoClaw behavior. Use when user wants to add channels (Telegram, Slack, email input), change triggers, add integrations, modify the router, or make any other customizations. This is an interactive skill that asks questions to understand what the user wants.
self-customize
Customize your own agent — add capabilities, install packages, add MCP servers, edit code or CLAUDE.md. Use when the user asks you to add a feature, install a tool, or modify how you work. For non-trivial code changes, delegate to a builder agent via create_agent.
add-gmail
Add Gmail integration to NanoClaw. Can be configured as a tool (agent reads/sends emails when triggered from WhatsApp) or as a full channel (emails can trigger the agent, schedule tasks, and receive replies). Guides through GCP OAuth setup and implements the integration.
add-ollama-tool
Add Ollama MCP server so the container agent can call local models and optionally manage the Ollama model library.
add-reactions
Add WhatsApp emoji reaction support — receive, send, store, and search reactions.
capabilities
Show what this NanoClaw instance can do — installed skills, available tools, and system info. Read-only. Use when the user asks what the bot can do, what's installed, or runs /capabilities.
debug
Debug container agent issues. Use when things aren't working, container fails, authentication problems, or to understand how the container system works. Covers logs, environment variables, mounts, and common issues.
migrate-from-openclaw
Migrate from OpenClaw to NanoClaw. Detects existing OpenClaw installation, extracts identity, channel credentials, scheduled tasks, and other config, then guides interactive migration. Triggers on "migrate from openclaw", "openclaw migration", "import from openclaw".
agent-authentication
Agent skill for authentication - invoke with $agent-authentication
agent-consensus-coordinator
Agent skill for consensus-coordinator - invoke with $agent-consensus-coordinator
agent-matrix-optimizer
Agent skill for matrix-optimizer - invoke with $agent-matrix-optimizer
agent-pagerank-analyzer
Agent skill for pagerank-analyzer - invoke with $agent-pagerank-analyzer
agent-performance-optimizer
Agent skill for performance-optimizer - invoke with $agent-performance-optimizer
agent-trading-predictor
Agent skill for trading-predictor - invoke with $agent-trading-predictor
agentdb-memory-patterns
Implement persistent memory patterns for AI agents using AgentDB. Includes session memory, long-term storage, pattern learning, and context management. Use when building stateful agents, chat systems, or intelligent assistants.
flow-nexus-neural
Train and deploy neural networks in distributed E2B sandboxes with Flow Nexus
hooks-automation
Automated coordination, formatting, and learning from Claude Code operations using intelligent hooks with MCP integration. Includes pre/post task hooks, session management, Git integration, memory coordination, and neural pattern training for enhanced development workflows.
reasoningbank-with-agentdb
Implement ReasoningBank adaptive learning with AgentDB's 150x faster vector database. Includes trajectory tracking, verdict judgment, memory distillation, and pattern recognition. Use when building self-learning agents, optimizing decision-making, or implementing experience replay systems.
swarm-advanced
Advanced swarm orchestration patterns for research, development, testing, and complex distributed workflows
vibe-to-agentic-framework
The conceptual framework behind the presentation — what "Vibe Coding to Agentic Engineering" means, why the journey is structured the way it is, and how every slide fits the narrative arc
mcp-builder
Build MCP (Model Context Protocol) servers that give Claude new capabilities. Use when user wants to create an MCP server, add tools to Claude, or integrate external services.
mem-search
Search claude-mem's persistent cross-session memory database. Use when user asks "did we already solve this?", "how did we do X last time?", or needs work from previous sessions.
smart-explore
Token-optimized structural code search using tree-sitter AST parsing. Use instead of reading full files when you need to understand code structure, find functions, or explore a codebase efficiently.
diagram-design
Best practices for creating research diagrams with Excalidraw MCP tools
auto-review-loop-llm
Autonomous research review loop using any OpenAI-compatible LLM API. Configure via llm-chat MCP server or environment variables. Trigger with "auto review loop llm" or "llm review".
auto-review-loop-minimax
Autonomous multi-round research review loop using MiniMax API. Use when you want to use MiniMax instead of Codex MCP for external review. Trigger with "auto review loop minimax" or "minimax review".
dotnet-backend-patterns
Master C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications. Covers async/await, dependency injection, Entity Framework Core, Dapper, configuration, caching, and testing with xUnit. Use when developing .NET backends, reviewing C# code, or designing API architectures.
skill-builder
Automatically detect source types and build AI skills using Skill Seekers. Use when the user wants to create skills from documentation, repos, PDFs, videos, or other knowledge sources.
a2a-protocol
Use this skill when working with the A2A (Agent-to-Agent) protocol - agent interoperability, multi-agent communication, agent discovery, agent cards, task lifecycle, streaming, and push notifications. Triggers on any A2A-related task including implementing A2A servers/clients, building agent cards, sending messages between agents, managing tasks, and configuring push notification webhooks.
observal
Core Observal CLI operations: pull agents into your IDE, scan installed components, diagnose and patch IDE configs, authenticate, and manage CLI settings. Use when the user wants to install an agent, check their IDE setup, login, or configure the CLI.
ktx-analytics
Use when answering a question that needs data from a KTX-connected database - investigating, analyzing, "how many", "show me", "what's the breakdown of", finding records by value, exploring tables, comparing periods, explaining metrics, or any data-analysis request. Triggers even when the user does not say "analytics"; if the answer requires querying a configured KTX connection, this skill applies.
ktx-analytics
Use when answering a question that needs data from a KTX-connected database - investigating, analyzing, "how many", "show me", "what's the breakdown of", finding records by value, exploring tables, comparing periods, explaining metrics, or any data-analysis request. Triggers even when the user does not say "analytics"; if the answer requires querying a configured KTX connection, this skill applies.
e2e-testing
AI-powered E2E testing for any app — Flutter, React Native, iOS, Android, Electron, Tauri, KMP, .NET MAUI. Test 8 platforms with natural language through MCP. No test code needed. Just describe what to test and the agent sees screenshots, taps elements, enters text, scrolls, and verifies UI state automatically.
mcp-server-builder
MCP Server Builder
deploy
Deploy applications to AWS. Triggers on phrases like: deploy to AWS, host on AWS, run this on AWS, AWS architecture, estimate AWS cost, generate infrastructure. Analyzes any codebase and deploys to optimal AWS services.
connect-pbid
TOM and ADOMD.NET guidance via PowerShell for connecting to Power BI Desktop's local Analysis Services instance. Covers model enumeration, DAX queries, metadata modification, annotations, calendar definitions, field parameters, query tracing, and DAX library package management (daxlib.org). Automatically invoke when the user mentions "Power BI Desktop", "Analysis Services port", "TOM", "ADOMD", "daxlib", "DAX library", "DAX UDF package", or asks to "connect to PBI Desktop", "query PBI Desktop with DAX", "modify PBI Desktop model", "add a measure to PBI", "capture visual queries", "create a field parameter", "validate DAX", "intercept DAX queries", "install daxlib", "add DAX SVG", "add IBCS".
te-docs
Tabular Editor documentation search and configuration file guidance (.tmuo, Preferences.json, UiPreferences.json, Layouts.json). Automatically invoke when the user asks about "TE docs", "Tabular Editor features", "TE3 preferences", ".tmuo files", "workspace database settings", "DAX editor settings", "per-model TE3 configuration", or needs to search Tabular Editor documentation for how-to guidance.
tmdl
Direct TMDL file authoring and BIM-to-TMDL conversion for semantic models in PBIP projects. Automatically invoke when the user asks to "edit TMDL", "add a measure in TMDL", "TMDL syntax", "fix formatString", "fix summarizeBy", "TMDL indentation", "convert BIM to TMDL", "add a column description", "create a calculated column in TMDL", or mentions .tmdl file editing or BIM-to-TMDL migration.
kapso-whatsapp
How to interact with Kapso WhatsApp from the swarm — read inbound webhook payloads (text AND media), fetch message history, send free-form messages within the 24h session window (and template messages outside it), mark-as-read, show the typing indicator, send reactions, download media, verify webhook signatures, and resolve contacts to swarm users. Canonical reference for ANY Kapso interaction beyond the thin `send-whatsapp-message` / `reply-whatsapp-message` MCP tools — for templates, media, reactions, typing, mark-as-read, signature verify, contact resolution, conversation history, drop to the REST recipes here. Use whenever a task references a WhatsApp message routed through Kapso, or when a workflow needs to reply on WhatsApp.
speckit-taskstoissues
Convert tasks from tasks.md into GitHub issues. Use after task breakdown to track work items in GitHub project management.
gitnexus-tools
Use when you need to select or call a GitNexus MCP tool and want the right tool with the right parameters. Consult before any GitNexus tool call.
specflow-use
Connect Rosetta locally with Grid Dynamics SpecFlow MCP. Trigger only when the user mentions SpecFlow or SpecFlow workspaces and if SpecFlow MCP is already installed.
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
azure-cloud-migrate
Assess and migrate cross-cloud workloads to Azure with migration reports and code conversion. Supports AWS Lambda→Functions and GCP Cloud Run→Container Apps. WHEN: migrate Lambda to Azure Functions, migrate AWS to Azure, Lambda migration assessment, convert serverless to Azure, migration readiness report, migrate from AWS, migrate from GCP, Cloud Run to Container Apps, Cloud Run migration assessment.
azure-rbac
Helps users find the right Azure RBAC role for an identity with least privilege access, then generate CLI commands and Bicep code to assign it. Also provides guidance on permissions required to grant roles. WHEN: bicep for role assignment, what role should I assign, least privilege role, RBAC role for, role to read blobs, role for managed identity, custom role definition, assign role to identity, what role do I need to grant access, permissions to assign roles.
omega-memory
Persistent memory for AI coding agents. Teaches agents how to use OMEGA's MCP tools for storing decisions, querying context, coordinating multi-agent workflows, and resuming tasks across sessions.
multi-ai-consultant
Consult external AIs (Gemini 2.5 Pro, OpenAI Codex, Claude) for second opinions. Use for debugging failures, architectural decisions, security validation, or need fresh perspective with synthesis.
swift-best-practices
This skill should be used when writing or reviewing Swift code for iOS or macOS projects. Apply modern Swift 6+ best practices, concurrency patterns, API design guidelines, and migration strategies. Covers async/await, actors, MainActor, Sendable, typed throws, and Swift 6 breaking changes. Keywords: concurrency, async-await, actors, Sendable, typed-throws, Swift-6, migration, data-races, MainActor, nonisolated, isolated, iOS, macOS, SwiftUI, Combine, Swift-concurrency, actor-isolation, strict-concurrency, Swift-migration, modern-Swift, Swift-evolution, code-review, Swift-patterns, Apple-platforms, Xcode, iOS-development, macOS-development
plan-a-feature-to-confluence
Builds a feature specification from scratch with plan-a-feature and publishes it to a user-specified Confluence location, posting the spec as a parent page and each companion artifact (decision log, team findings, technical notes) as a child page beneath it. Use when the user wants a new feature planned, designed, scoped, or specified AND posted to a Confluence space or page. Requires a configured Atlassian MCP server. Does not plan to local files only — use plan-a-feature. Does not publish an arbitrary existing markdown file — use markdown-to-confluence. Does not refine or stress-test an existing plan — use iterative-plan-review. Does not document already-built features to Confluence — use project-documentation-to-confluence.
firecrawl-scrape
Scrape web pages and extract content via Firecrawl MCP
github-search
Search GitHub code, repositories, issues, and PRs via MCP
morph-search
Fast codebase search via WarpGrep (20x faster than grep)
asta-skill
Domain expertise for Ai2 Asta MCP tools (Semantic Scholar corpus). Intent-to-tool routing, safe defaults, workflow patterns, and pitfall warnings for academic paper search, citation traversal, and author discovery.
aesthetic-web-design
Apply professional, premium UI/UX design standards when building or styling web interfaces. Use this skill when the user asks to create a website, landing page, web app, dashboard, UI component, or any visual interface — or when they ask to make something look better, more professional, or more beautiful. Covers visual hierarchy, typography, color systems, layout, spacing, motion, dark mode, responsive design, and conversion patterns. Activate even when the user doesn't say "design" — if they're building a web frontend, these standards apply.
agent-tools
Run 150+ AI apps via inference.sh CLI - image generation, video creation, LLMs, search, 3D, Twitter automation. Models: FLUX, Veo, Gemini, Grok, Claude, Seedance, OmniHuman, Tavily, Exa, OpenRouter, and many more. Use when running AI apps, generating images/videos, calling LLMs, web search, or automating Twitter. Triggers: inference.sh, infsh, ai model, run ai, serverless ai, ai api, flux, veo, claude api, image generation, video generation, openrouter, tavily, exa search, twitter api, grok
api-forge
Design REST/GraphQL APIs with OpenAPI 3.1, error handling, pagination, rate limiting, webhooks, and idempotency. Use when user asks to design an API, create endpoints, define REST/GraphQL schema, or generate OpenAPI spec. Do NOT use for database schema design, frontend API integration, or non-HTTP protocols (gRPC, WebSocket, MQTT).
auth-architect
Implement authentication and authorization with OWASP Top 10 standards, OAuth 2.0 + OIDC, WebAuthn/Passkeys, session management, and RBAC/ABAC. Use when user asks to implement login, signup, authentication, authorization, JWT, OAuth, SSO, passkeys, MFA, or role-based access. Do NOT use for API key management (use api-forge), encryption at rest, or network-level security (firewalls, WAF).
brand-design
Generate brand guidelines, design systems with design tokens (W3C format), creative direction (SCAMPER, Design Thinking, TRIZ), and design briefs with scope and success criteria.
chromadb
Manage the ChromaDB vector database that stores the ecosystem's persistent memory. Use when user asks to check memory storage, backup memory, search stored entries, delete entries, or reset the vector database. Do NOT use for general question answering about past sessions (use the memory skill for that).
ci-cd
Design CI/CD pipelines for GitHub Actions, GitLab CI, and CircleCI with matrix builds, test sharding, caching, Docker layer caching, OIDC auth, deployment strategies (rolling, blue-green, canary), auto-rollback, self-hosted runners, and environment protection with manual approvals. Use when user asks to set up CI/CD, write a pipeline, configure GitHub Actions/GitLab CI/CircleCI, automate deployments, or set up build/test/deploy workflows. Do NOT use for Dockerfile authoring (use docker), K8s manifests (use kubernetes), or Terraform config (use terraform).
code-review
Review code changes for correctness, security, performance, and code quality. Use when the user asks to review a diff, review code changes, review commits, or perform a code review. Input can be: (1) a text diff pasted directly, (2) one or more git commit hashes to extract the diff from, or (3) a git range like abc123..def456. The user may also provide task description or requirements that motivated the change.
component-forge
Build production-grade components for React, Vue 3, and Svelte 5 with all states (loading, empty, error, success, idle), TypeScript strict, WCAG 2.2 accessibility, server components (RSC), and compound component patterns. Includes scaffold script, reference patterns, and template files for React and Vue. Use when user asks to create a UI component, frontend module, or design system component. Do NOT use for page layouts (use landing-craft), routing, or state management architecture (global stores).
comprehensive-review
Comprehensive code review using parallel specialized subagents. If a PR URL is provided, fetches PR details and can post comments. If no PR is provided, reviews the diff between the current branch and its base branch plus any uncommitted changes. CRITICAL: this skill is costly, don't use it unless user explicitly requested to use it.
content-marketing
Write blogs, newsletters, Twitter threads, case studies, and marketing copy that convert. Covers copywriting frameworks (AIDA, PAS, BAB, FAB), headline formulas, SEO/GEO for 2026 (AI Overviews, SGE), newsletter deliverability, Twitter thread hooks, Cialdini psychology, and cognitive biases.
cross-review
Delegate code review to a subagent running a specific model. Use ONLY when user explicitly names a model to review changes ("review with opus", "use sonnet to review", "review with gemini"). The root agent reconstructs changes from conversation history and spawns a subagent with the code-review skill using the specified model. Do NOT use for general code review (use code-review skill instead), for reviewing PRs from git history, or when no model is specified by the user.
db-admin
PostgreSQL database administration — backup/restore (pg_dump, PITR, WAL archiving), health monitoring (connections, bloat, cache hit ratio, dead tuples), connection pooling (PgBouncer), replication (streaming, logical), vacuum/autovacuum tuning, and scheduled backups with retention. Use when user asks to backup a database, restore from backup, monitor database health, set up replication, or perform DBA tasks. Do NOT use for schema design (use db-sculptor), query optimization (use db-sculptor), or migration planning (use db-sculptor).
db-sculptor
Design database schemas with Prisma/Drizzle, PostgreSQL index strategy (B-tree, GIN, GiST, BRIN, Hash), query optimization (EXPLAIN ANALYZE), migration safety (expand/contract, zero-downtime), and sharding/partitioning. Use when user asks to design schema, create migrations, optimize slow queries, add indexes, choose between SQL/NoSQL, or set up Prisma/Drizzle. Do NOT use for data warehouse dimensional modeling, ETL pipeline design, or non-relational (MongoDB, DynamoDB) schema design.
docker
Optimize Docker images with multi-stage builds, distroless bases, BuildKit cache mounts, multi-arch builds, compose watch, security hardening (non-root, seccomp, capabilities drop), and vulnerability scanning via docker scout/trivy. Use when user asks to write a Dockerfile, optimize image size, set up docker-compose, debug containers, harden container security, or scan for CVEs. Do NOT use for Kubernetes deployments (use kubernetes), CI/CD pipeline design (use ci-cd), or Terraform (use terraform).
documentation
Generate READMEs, API docs, changelogs, and knowledge base articles. Covers README structure with personality, OpenAPI-based API documentation, changelogs from conventional commits, typedoc patterns, and support KB articles.
efficient-coding
Use this skill on every programming task — writing code, fixing bugs, refactoring, explaining code, running tools, or answering technical questions. Apply token-saving and quality-preserving practices throughout. Activate even when the user doesn't explicitly ask for efficiency — this skill is always relevant for software development work. Do not skip this skill for "simple" tasks; the rules apply at every scale.
error-handler
Design error handling, structured logging, and observability with OpenTelemetry (traces, metrics, logs), error classification, recovery patterns (retry with jitter, circuit breaker, bulkhead, timeout), error budgets/SLOs with burn rate alerts, and production incident triage. Use when user asks to implement error handling, logging, monitoring, observability, OpenTelemetry, error boundaries, circuit breakers, retry logic, or SLO tracking. Do NOT use for incident runbooks (use runbook-gen), vendor-specific APM setup (Datadog, Sentry agent config), or K8s debugging.
finance
Personal finance planning — 5-pillar framework (cash flow, net worth, debt, emergency fund, investing), tax optimization, insurance review, retirement planning (FIRE, 4% rule, Mega Backdoor Roth), and document retention.
find-skills
Search the agent skills ecosystem to discover and install skills that extend AI coding agent capabilities. Use when user asks "how do I do X" (X being a common task), "find a skill for X", "is there a skill that can...", or expresses interest in extending agent capabilities. Triggers on "find a skill", "install a skill", "skill for [task]", "can you do X", "I need help with [domain]", "how do I [task]". Do NOT use when user has explicitly asked to proceed without a skill, or when the task is better handled by agent's built-in capabilities (file operations, git, basic coding).
flutter
Build production Flutter apps with Clean Architecture, Riverpod (preferred over Bloc/Provider), GoRouter navigation, Impeller rendering engine, Dart 3.7+ patterns, platform channels via Pigeon, and App Store/Play Store deployment.
git-workflow
Automate the complete Git development workflow — create feature branches with conventional naming, atomic commits with conventional commit messages, interactive rebase, squash merges, PR body generation from commit history, branch cleanup, and git worktree patterns. Use when user asks to create a branch, commit changes, make a PR, rebase, squash, clean up branches, or follow a Git workflow. Do NOT use for CI/CD pipeline configuration (use ci-cd), code review (use code-review), or GitHub Actions workflows.
humanize
Rewrite AI-generated text to sound natural, remove AI tells, and adjust tone. Use when user asks to make text less robotic, more natural, or humanize AI output. Covers tone matrix, filler words, sentence rhythm, and anti-AI-slop patterns.
init
Use when the user asks to initialize a repo, create AGENTS.md, generate contributor guidelines, or set up agent-oriented documentation for a codebase.
kubernetes
Deploy, manage, and debug Kubernetes in production — Deployments, Services, Gateway API, Service Mesh (Istio/Linkerd/Cilium), eBPF observability (Cilium Hubble), security hardening (Pod Security Standards, OPA/Kyverno, seccomp, runtime security with Falco/Tetragon), Helm, HPA, PDB, topology spread, and debugging. Use when user asks to write K8s manifests, deploy to a cluster, debug pods, set up Gateway API, configure autoscaling, or harden cluster security. Do NOT use for Dockerfiles (use docker), CI/CD pipeline design (use ci-cd), or Terraform infrastructure (use terraform).
landing-craft
Build conversion-optimized landing pages with CRO frameworks (Conversion Research, LIFT Model), scroll effects, A/B testing, personalization, form optimization, and Core Web Vitals (INP, LCP, CLS). Use when user asks to create a landing page, sales page, lead generation page, or improve conversion rates. Do NOT use for full product design (use component-forge), animation-specific (use motion-craft), or brand identity (use design).
legal-counsel
Structured legal reference for GDPR, EU AI Act, DSA/DMA, CCPA/CPRA, HIPAA (2026 updates), ADA/WCAG digital accessibility, DMCA, US state privacy laws (15+ states), and contract review.
memory
Persistent memory across AI sessions using ChromaDB vector database. Stores and retrieves context from past conversations, decisions, and code. Use when user asks to remember something, search past conversations, recall what was done before, save context for later, or find information from previous sessions. Do NOT use for git history or file-based notes.
motion-craft
Design GPU-accelerated animations with Web Animations API (WAAPI), Scroll-Driven Animations (ScrollTimeline/ViewTimeline), FLIP technique, easing systems, and accessibility (prefers-reduced-motion). Use when user asks to create animations, transitions, scroll effects, page transitions, or interactive motion for web UIs. Do NOT use for canvas-based animations (Three.js, PixiJS), video editing, or non-web (native mobile) motion design.
neon-postgres
Guides and best practices for working with Neon Serverless Postgres. Covers getting started, local development with Neon, choosing a connection method, Neon features, authentication (@neondatabase/auth), PostgREST-style data API (@neondatabase/neon-js), Neon CLI, and Neon's Platform API/SDKs. Use for any Neon-related questions.
performance-profiler
Performance profiling and optimization for web apps — Core Web Vitals (LCP, INP, CLS), Lighthouse audits, bundle analysis, backend profiling (CPU, memory, DB queries), N+1 detection, caching strategies (Redis, CDN, HTTP), and performance budgets. Use when user asks to improve performance, run Lighthouse audit, profile a Node.js app, optimize Core Web Vitals, reduce bundle size, or investigate slow response times. Do NOT use for database schema optimization (use db-sculptor), Docker image optimization (use docker), or CDN configuration.
plan
Planning agent for task breakdown and implementation planning. Use via spawn_subagent with skill='plan' when you need to explore a codebase and design an implementation approach before writing code.
portfolio-auto
Auto-sync GitHub repos to portfolio website. Scans GitHub repos, captures screenshots with Playwright, generates project entries, and updates projects-data.js or Supabase DB. Use when user asks to "update portfolio", "sync projects", "add my repos to portfolio", or "refresh portfolio projects". Do NOT use for one-time project additions — batch sync only.
react-native
Build production React Native apps with Expo SDK 53+, Expo Router (file-based navigation), New Architecture (Fabric + TurboModules), FlashList, Reanimated 4, Zustand for state, Hermes, EAS Build, and App Store/Play Store deployment.
research
Deep research with web search, source verification, and fact-checking. Runs before humanize + kami in the document pipeline. Use when user asks to research a topic, verify facts, gather sources, or do deep web investigation. Covers source validation, citation, and evidence hierarchy.
responsive-engine
Design multi-device layouts with Container Queries, clamp() fluid typography, :has() selector, subgrid, and modern CSS units (dvh/svh/lvh). Use when user asks to make a layout responsive, handle mobile/tablet/desktop breakpoints, create fluid typography, or use Container Queries. Do NOT use for full-page layouts (use landing-craft), component design (use component-forge), or animation-specific responsive (use motion-craft).
runbook-gen
Generate operations runbooks and post-mortems for incident response — severity matrix, decision trees, escalation paths, war room setup (Slack/Zoom), status page updates, customer comms templates, and blameless post-mortems with action items.
senior-engineer-coding
Apply senior software engineering standards when writing, editing, or refactoring any code. Use this skill whenever the user asks to write a function, build a feature, fix a bug, design a module, or improve existing code — even if they don't mention quality explicitly. The goal is production-grade code: readable, correct, maintainable, secure, and failure-aware. Always active for any coding task, at any scale.
seo-geo
SEO + Generative Engine Optimization (GEO) for 2026 — technical SEO, on-page optimization, structured data (JSON-LD, schema.org), Core Web Vitals, citability scoring (llms.txt, entity clarity), AI search engine optimization (ChatGPT, Gemini, Perplexity, Claude, Google AI Overviews), and brand authority building. Use when user asks to optimize a site for search engines, improve SEO, write SEO content, implement structured data, optimize for AI search/GEO, audit a page, or improve Google rankings. Do NOT use for content writing strategy (use content-marketing), performance optimization beyond Core Web Vitals (use performance-profiler), or paid ad strategy.
shokunin-update
Detect drift, plan updates, and apply changes to the Shokunin AI Ecosystem. Use this when user asks to update, fix, sync, or verify the ecosystem.
skill-creator
Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, update or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.
strategy
Run structured brainstorming sessions (divergent/convergent), improve prompts with 7-dimension framework, and apply decision frameworks (RICE, weighted scoring, first principles, pre-mortem).
assets-shader-list-all
List all shaders available in the project assets and packages, sorted by name. Use this to discover a valid `shaderName` for 'assets-material-create'.
console-clear-logs
Clear the MCP log cache (used by 'console-get-logs') and the Unity Editor Console window. Useful for isolating logs to a specific action by clearing the slate first.
ping
Lightweight readiness probe. Returns the input `message` echoed back, or `'pong'` when omitted. Useful for CLI health checks and SignalR connectivity smoke tests.
profiler-clear-data
Discard all frames currently held by the Editor Profiler (UnityEditorInternal.ProfilerDriver.ClearAllFrames). Cannot be undone.
profiler-enable-module
Toggle the wrapper's local 'enabled' flag for a named profiler module. Bookkeeping only — Unity's runtime API does not expose direct module control; for real module visibility use the Profiler window.
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
lsp-concurrency-audit
Concurrency safety audit for a type or file. Maps all fields, traces which are accessed from concurrent contexts (goroutines, threads, async tasks), and flags fields that lack synchronization. Produces a field-level safety report. Language-agnostic across 4 concurrency families.
lsp-cross-repo
Cross-repository analysis — find all callers of a library symbol in one or more consumer repos. Use when refactoring a shared library and need to understand how consumers use it.
lsp-dead-code
Enumerate exported symbols in a file and surface those with zero references across the workspace. Use when auditing for dead code, cleaning up APIs, or checking which exports are safe to remove.
lsp-docs
Three-tier documentation lookup for any symbol — hover → offline toolchain doc → source definition. Use when hover text is absent, insufficient, or the symbol is in an unindexed dependency.
lsp-edit-export
Safe workflow for editing exported symbols or public APIs. Use when changing a function signature, modifying a public type, or altering any symbol used outside its own package — finds all callers first so nothing breaks silently.
lsp-extract-function
Extract a selected code block into a named function. Primary path uses the language server's extract-function code action; falls back to manual extraction when no code action is available. Validates captured variables, scope shadowing, and compilation after extraction.
lsp-fix-all
Apply available quick-fix code actions for all current diagnostics in a file, one at a time with re-collection between each fix. Use to bulk-resolve errors and warnings the language server can fix automatically.
lsp-format-code
Format a file or selection using the language server's formatter. Use before committing to apply consistent style, or after generating code to clean up indentation and spacing. Supports full-file and range-based formatting.
lsp-generate
Trigger language server code generation — implement interface stubs, generate test skeletons, add missing methods, generate mock types. Uses suggest_fixes to surface generator options and execute_command to run them.
lsp-impact
Blast-radius analysis for a symbol or file — shows all callers, type supertypes/subtypes, and reference count before you change it. Use when refactoring, deleting, or changing the signature of any function, type, or method. Also accepts a file path to surface all exported-symbol impact in one shot.
lsp-implement
Find all concrete implementations of an interface or abstract type. Use when you need to know what types satisfy an interface, or what subtypes exist before changing a base type.
lsp-inspect
Full code quality audit for a file, package, or directory. Supports batch mode (directory walk with --top ranking), comparison mode (--diff for branch-only issues), severity calibration by blast radius, fix suggestions, and confidence tiers. Applies a check taxonomy (dead symbols, silent failures, error wrapping, coverage gaps, test coverage, doc drift, unrecovered panics, context propagation, concurrency safety) using LSP-first strategies. Concurrency checks cover 25 languages across 4 families (goroutine, thread, async, actor). Produces a severity-tiered findings report. Language-agnostic.
lsp-local-symbols
Fast file-scoped symbol analysis — find all usages of a symbol within the current file, list all symbols defined in the file, and get type info at a position. Use when you need local-scope analysis without a workspace-wide search.
lsp-refactor
End-to-end safe refactor workflow — blast-radius analysis, speculative preview, apply to disk, verify build, run affected tests. Inlines lsp-impact + lsp-safe-edit + lsp-verify + lsp-test-correlation into one coordinated sequence.
lsp-rename
Two-phase safe rename across the entire workspace. Use when renaming any symbol, function, method, variable, type, or identifier — shows all affected sites before executing atomically via LSP. Never renames without confirmation.
lsp-safe-edit
Wrap any code edit with before/after diagnostic comparison. Speculatively previews the change first (preview_edit), then applies to disk only if the error delta is acceptable. If post-edit errors appear, surfaces code actions for quick fixes. Handles single and multi-file edits.
lsp-simulate
Speculative code editing session — simulate changes in memory before touching disk. Use when planning edits that might break things, exploring refactors across multiple files, or verifying an edit is safe before applying.
lsp-test-correlation
Find and run the tests that cover a source file. Use after editing a file to discover exactly which test files and test functions need to run — without running the entire test suite.
lsp-verify
Full three-layer verification after any change — LSP diagnostics + compiler build + test suite, ranked by severity. Use after completing any edit, refactor, or feature to confirm nothing is broken before committing.
cli-mcp
Inspect the MCP server status, list registered tools and scopes, run tool invocations, and manage MCP audit logs from the CLI.
figma
Use the Figma MCP server to fetch design context, screenshots, variables, and assets from Figma, and to translate Figma nodes into production code. Trigger when a task involves Figma URLs, node IDs, design-to-code implementation, or Figma MCP setup and troubleshooting.
figma-implement-design
Translate Figma nodes into production-ready code with 1:1 visual fidelity using the Figma MCP workflow (design context, screenshots, assets, and project-convention translation). Trigger when the user provides Figma URLs or node IDs, or asks to implement designs or components that must match Figma specs. Requires a working Figma MCP server connection.
openai-docs
Use when the user asks how to build with OpenAI products or APIs and needs up-to-date official documentation with citations (for example: Codex, Responses API, Chat Completions, Apps SDK, Agents SDK, Realtime, model capabilities or limits); prioritize OpenAI docs MCP tools and restrict any fallback browsing to official OpenAI domains.
scrapling
CLI-first web scraping & content extraction with optional MCP server. Use when you have target URLs and need clean, selector-based outputs (html/md/txt).
skill-lookup
Activates when the user asks about Agent Skills, wants to find reusable AI capabilities, needs to install skills, or mentions skills for Claude. Use for discovering, retrieving, and installing skills.
video-studio
Use when the user asks to create or edit videos end-to-end (script→video, auto-cut/jumpcut, captions/subtitles, polishing for Shorts/Reels/TikTok). Current implemented backend: local FFmpeg (probe/render/jumpcut/burn-subtitles/polish). Planned/optional backends: Remotion (motion graphics templates), VectCutAPI (CapCut/剪映 timeline editing), and video-audio-mcp (MCP tool wrapper) when available. Produces a finished video artifact (MP4 by default) from assets + copy + a design/storyboard plan.
checkout-credential-review
Review code that performs git or gh operations against repository checkouts in gh-aw, checking that the right credentials are available at the right time and that sparseness, shallowness and credential-free factors are properly considered.
otel-queries
Analyze gh-aw OpenTelemetry traces from JSONL mirrors or OTLP backends.
playwright-explore-website
Website exploration for testing using Playwright MCP
langchain4j-mcp-server-patterns
Provides LangChain4j patterns for implementing MCP (Model Context Protocol) servers, creating Java AI tools, exposing tool calling capabilities, and integrating MCP clients with AI services. Use when building a Java MCP server, implementing tool calling in Java, connecting LangChain4j to external MCP servers, or securing tool exposure for agent workflows.
sonarqube-mcp
Provides SonarQube and SonarCloud integration patterns via the Model Context Protocol (MCP) server. Enables quality gate monitoring, issue discovery and triaging, pre-push code analysis, and rule education directly in the agent workflow. Use when the user wants to check quality gates, search for Sonar issues, analyze code snippets before committing, or understand SonarQube rules. Triggers on "sonarqube", "sonarcloud", "quality gate", "sonar issues", "analyze with sonar", "check sonar", "sonar rule", "pre-push analysis".
spring-ai-mcp-server-patterns
Provides Spring Boot MCP server patterns that create Model Context Protocol servers with Spring AI by defining tool handlers, exposing resources, configuring prompt templates, and setting up transports for AI function calling and tool calling. Use when building MCP servers to extend AI capabilities with Spring's official AI framework, implementing AI tools, custom function calling, or MCP client integration.
003-agents-installation
Use when you need to install the embedded robot agents into either .cursor/agents or .claude/agents, selecting the destination interactively and copying the embedded agent definitions from project assets. This should trigger for requests such as Install embedded agents; Bootstrap .cursor/agents; Bootstrap .claude/agents; Copy robot agents. Part of cursor-rules-java project
180-java-observability-logging
Use when you need to implement or improve Java logging and observability — including selecting SLF4J with Logback/Log4j2, applying proper log levels (ERROR, WARN, INFO, DEBUG, TRACE), parameterized logging, secure logging without sensitive data exposure, environment-specific configuration, log aggregation and monitoring, or validating logging through tests. Part of the skills-for-java project
313-frameworks-spring-db-migrations-flyway
Use when you need to add or review Flyway database migrations in a Spring Boot application — Maven dependencies, db/migration scripts, spring.flyway.* configuration, baseline and validation, and alignment with JDBC or Spring Data JDBC. Part of the skills-for-java project
321-frameworks-spring-boot-testing-unit-tests
Use when you need to write unit tests for Spring Boot applications — including pure unit tests with @ExtendWith(MockitoExtension.class) for @Service/@Component, slice tests with @WebMvcTest and @MockitoBean for controllers, @JsonTest for JSON serialization, parameterized tests with @CsvSource/@MethodSource, test profiles, and @TestConfiguration. For framework-agnostic Java use @131-java-testing-unit-testing. For integration tests use @322-frameworks-spring-boot-testing-integration-tests. Part of the skills-for-java project
322-frameworks-spring-boot-testing-integration-tests
Use when you need to write or improve integration tests — including Testcontainers with @ServiceConnection, @DataJdbcTest persistence slices, TestRestTemplate or MockMvcTester for HTTP, data isolation, and container lifecycle management for Spring Boot 4.0.x. Part of the skills-for-java project
413-frameworks-quarkus-db-migrations-flyway
Use when you need to add or review Flyway database migrations in a Quarkus application — quarkus-flyway extension, db/migration scripts, quarkus.flyway.* configuration, migrate-at-start, and alignment with JDBC or Panache. Part of the skills-for-java project
421-frameworks-quarkus-testing-unit-tests
Use when you need to write fast unit tests for Quarkus applications — including pure tests with @ExtendWith(MockitoExtension.class), @QuarkusTest with @InjectMock for full CDI mock replacement, @InjectSpy for partial CDI bean mocking, REST Assured for resource-focused tests, @ParameterizedTest with @CsvSource / @MethodSource, QuarkusTestProfile for test-specific configuration overrides, and naming conventions (*Test → Surefire, *IT → Failsafe). For framework-agnostic Java use @131-java-testing-unit-testing. Part of the skills-for-java project
501-frameworks-micronaut-core
Use when building or reviewing Micronaut applications — Micronaut.run bootstrap, @Singleton/@Prototype, @Factory beans, @ConfigurationProperties, environments, @Requires, @Controller vs services, @Scheduled, graceful shutdown, @ExecuteOn for blocking work, and Jakarta-consistent APIs. Part of the skills-for-java project
502-frameworks-micronaut-rest
Use when you need to design, review, or improve REST APIs with Micronaut — including @Controller routes, HTTP status codes, DTOs, Bean Validation, exception handlers, pagination, idempotency, ETag/If-Match, caching headers, versioning, contract-first OpenAPI (OpenAPI Generator), optional runtime OpenAPI via micronaut-openapi, and security annotations. Part of the skills-for-java project
512-frameworks-micronaut-data
Use when you need data access with Micronaut Data — @MappedEntity, CrudRepository/PageableRepository, @Query with parameters, @Transactional services, projections, @Version, and @MicronautTest with TestPropertyProvider and Testcontainers. For raw java.sql access without generated repositories, use @511-frameworks-micronaut-jdbc. Part of the skills-for-java project
513-frameworks-micronaut-db-migrations-flyway
Use when you need to add or review Flyway database migrations in a Micronaut application — micronaut-flyway, db/migration scripts, flyway.datasources.* configuration, and alignment with JDBC or Micronaut Data. Part of the skills-for-java project
521-frameworks-micronaut-testing-unit-tests
Use when you need to write unit tests for Micronaut applications — Mockito-first with @ExtendWith(MockitoExtension.class), @MicronautTest with @MockBean, HttpClient @Client("/") assertions, @Property overrides, @ParameterizedTest, and *Test vs *IT naming. For framework-agnostic Java use @131-java-testing-unit-testing. Part of the skills-for-java project
522-frameworks-micronaut-testing-integration-tests
Use when you need to write or improve integration tests for Micronaut — @MicronautTest, HttpClient, TestPropertyProvider with Testcontainers, transactional test mode where appropriate, and Maven Surefire/Failsafe splits for *Test, *Tests, *IT, and *AT. Part of the skills-for-java project
523-frameworks-micronaut-testing-acceptance-tests
Use when you need to implement acceptance tests from a Gherkin .feature file for Micronaut applications — @acceptance scenarios, @MicronautTest, HttpClient, BaseAcceptanceTest with TestPropertyProvider for Testcontainers and WireMock, *AT suffix, Failsafe. Requires the .feature file in context. Part of the skills-for-java project
701-technologies-openapi
Use when you need framework-agnostic OpenAPI 3.x guidance — spec structure, metadata and versioning, paths and operations, reusable schemas, security schemes, examples, documentation quality, contract validation (e.g. Spectral), breaking-change awareness, and handoffs to codegen — without choosing Spring Boot, Quarkus, or Micronaut. Part of the skills-for-java project
703-technologies-fuzzing-testing
Use when you need to add or review fuzz testing for Java APIs with CATS — including contract-driven negative testing, malformed payload validation, boundary input exploration, CI integration, reproducible failures, and local execution guidance. Part of the skills-for-java project
vibearound
Hand over the current coding session to VibeAround so the user can continue on their phone or another device
activecampaign-automation
Automate ActiveCampaign tasks via Rube MCP (Composio): manage contacts, tags, list subscriptions, automation enrollment, and tasks. Always search tools first for current schemas.
agent-memory-mcp
A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions).
agent-tool-builder
Tools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works and one that hallucinates, fails silently, or costs 10x more tokens than necessary. This skill covers tool design from schema to error handling.
organize
Open the Cross-Code Organizer (CCO) dashboard — view and manage all memories, skills, MCP servers, hooks, and configs across scopes
compound-docs
Searchable Elixir/Phoenix/Ecto solution documentation system with YAML frontmatter. Builds institutional knowledge from solved problems. Use when consulting past solutions before investigating new issues.
ecton1-check
Detect N+1 query anti-patterns specifically — Repo calls inside Enum/for loops, missing preloads on associations. Use when N+1 is explicitly suspected, NOT for unrelated Ecto questions or wider database performance.
phxintro
Walk through the Elixir/Phoenix plugin commands, workflow, and features in 6 interactive sections. Use when a new user wants to learn what the plugin offers or needs a refresher on available commands.
unicli-hermes
Use Uni-CLI to interact with 237 websites, desktop apps, and system tools. Trigger when: user asks to check a website, fetch data, control a desktop app, or interact with social media, news, finance, or AI platforms.
autoglm-browser-agent
智能浏览器自动化代理,可执行任何需要浏览器的任务。 包括但不限于:打开网页、搜索信息(百度/谷歌/必应)、浏览社交媒体(微博/小红书/知乎/抖音/B站)、 点赞/评论/转发/收藏、发帖/发消息、登录网站、填写表单、截图、采集网页内容、 在线购物比价、查看新闻资讯、操作在线文档(飞书文档/腾讯文档等)。 当用户提到任何网站名称、网址URL、或需要在网页上执行操作时,使用此技能。
asc-revenuecat-catalog-sync
Reconcile App Store Connect subscriptions and in-app purchases with RevenueCat products, entitlements, offerings, and packages using asc and RevenueCat MCP. Use when setting up or syncing subscription catalogs across ASC and RevenueCat.
find-skills
Discover installable agent skills from ctx's shipped Skills.sh catalog, the Skills.sh search API, and the npx skills CLI. Use when a user asks whether a skill exists, wants to add/update a skill, or needs a repeatable procedure for finding candidate skills safely.
skill-router
Repo-aware recommendation manager for ctx. Scans the active repository, identifies stack and workflow signals, recommends a capped set of skills, agents, and MCP servers, and unloads helpers that no longer match the current work after user confirmation. Harnesses are recommended by the custom-model onboarding flow and then attach to the same recommendation layer.
mcp-integration
This skill should be used when the user asks to "add MCP server", "integrate MCP", "configure MCP in plugin", "use .mcp.json", "set up Model Context Protocol", "connect external service", mentions "${CLAUDE_PLUGIN_ROOT} with MCP", or discusses MCP server types (SSE, stdio, HTTP, WebSocket). Provides comprehensive guidance for integrating Model Context Protocol servers into Claude Code plugins for external tool and service integration.
plugin-structure
This skill should be used when the user asks to "create a plugin", "scaffold a plugin", "understand plugin structure", "organize plugin components", "set up plugin.json", "use ${CLAUDE_PLUGIN_ROOT}", "add commands/agents/skills/hooks", "configure auto-discovery", or needs guidance on plugin directory layout, manifest configuration, component organization, file naming conventions, or Claude Code plugin architecture best practices.
reality-verification
This skill should be used when the user asks to "verify a fix", "reproduce failure", "diagnose issue", "check BEFORE/AFTER state", "VF task", "reality check", "check test quality", "mock-only tests", or needs guidance on verifying fixes by reproducing failures before and after implementation, or detecting mock-heavy test anti-patterns.
knowledge-graph
Knowledge graph integration for token-efficient codebase understanding. Uses codebase-memory MCP for AST indexing, dependency graphs, and smart context selection. 6-71x token savings vs raw file reading.
lean-ctx
Context Runtime for AI Agents — 76 MCP tools, 10 read modes, 95+ shell patterns, tree-sitter AST for 18 languages. Compresses LLM context by up to 99%. Use when reading files, running shell commands, searching code, or exploring directories. Auto-installs if not present.
aws-agentic-ai
AWS Bedrock AgentCore comprehensive expert for deploying and managing all AgentCore services. Use when working with Gateway, Runtime, Memory, Identity, or any AgentCore component. Covers MCP target deployment, credential management, schema optimization, runtime configuration, memory management, and identity services.
aws-cdk-development
AWS Cloud Development Kit (CDK) expert for building cloud infrastructure with TypeScript/Python. Use when creating CDK stacks, defining CDK constructs, implementing infrastructure as code, or when the user mentions CDK, CloudFormation, IaC, cdk synth, cdk deploy, or wants to define AWS infrastructure programmatically. Covers CDK app structure, construct patterns, stack composition, and deployment workflows.
aws-cost-operations
AWS cost optimization, monitoring, and operational excellence expert. Use when analyzing AWS bills, estimating costs, setting up CloudWatch alarms, querying logs, auditing CloudTrail activity, or assessing security posture. Essential when user mentions AWS costs, spending, billing, budget, pricing, CloudWatch, observability, monitoring, alerting, CloudTrail, audit, or wants to optimize AWS infrastructure costs and operational efficiency.
aws-serverless-eda
AWS serverless and event-driven architecture expert based on Well-Architected Framework. Use when building serverless APIs, Lambda functions, REST APIs, microservices, or async workflows. Covers Lambda with TypeScript/Python, API Gateway (REST/HTTP), DynamoDB, Step Functions, EventBridge, SQS, SNS, and serverless patterns. Essential when user mentions serverless, Lambda, API Gateway, event-driven, async processing, queues, pub/sub, or wants to build scalable serverless applications with AWS best practices.
master-schedule
Silent setup check. Verifies canoa.json exists and the sheet is accessible. If not, copies the template sheet to the user's account and writes canoa.json. Called automatically by other skills before reading or writing product data.
product-image-processor
Download, resize, and remove backgrounds from product images at scale
product-spec-bulk-fetch
Fetch structured FF&E product specs from a list of URLs. Extracts name, brand, dimensions, materials, price, and images into a standardized schedule.
product-spec-pdf-parser
Extract structured FF&E product specs from PDF files — price books, fact sheets, and spec sheets. Claude reads extracted text and structures products into a standardized schedule.
dspy-mcp-tool-integration
This skill should be used when the user asks to "use MCP tools with DSPy", "connect an MCP server to ReAct", "convert MCP tools to DSPy tools", mentions Model Context Protocol, `dspy.Tool.from_mcp_tool`, streamable HTTP MCP transport, stdio MCP servers, or needs to expose MCP-compatible tools to a DSPy agent.
dspy-react-agent-builder
This skill should be used when the user asks to "create a ReAct agent", "build an agent with tools", "implement tool-calling agent", "use dspy.ReAct", mentions "agent with tools", "reasoning and acting", "multi-step agent", "agent optimization with GEPA", or needs to build production agents that use tools to solve complex tasks.
e2e-tester
Playwright E2E testing patterns. Trigger: When writing Playwright E2E tests (Page Object Model, selectors, MCP exploration workflow).
genesis-development
This skill should be used when developing, debugging, refactoring, or building Genesis itself — tasks like "fix this in Genesis", "add a new MCP tool", "wire up the runtime", "Genesis won't start", "create a worktree", "debug the bridge", or "add a capability". Applies to any task modifying files under src/, .claude/, or tests/. Do NOT load for Genesis-as-tool work ("summarize this", "write a LinkedIn post", "research X") or general questions unrelated to Genesis internals.
fewer-permission-prompts
Scan your transcripts for common read-only Bash and MCP tool calls, then add a prioritized allowlist to project .claude/settings.json to reduce permission prompts.
file-ops
Browse, read, and write files on the remote host machine.
github-mcp-server
GitHub MCP Server Documentation
sap-extension-creator
Create Super Agent Party (SAP) extensions. This skill should be used when users want to create, build, or scaffold a new extension for Super Agent Party - including static HTML extensions (pure frontend) and Node.js backend extensions. Triggers on requests like "create a new SAP extension", "build an extension for Super Agent Party", "scaffold a plugin", "make a chat UI extension", or when working with sap extension projects.
add-integration
Add MCP server integrations. Use when: connecting a custom tool, API, or service to the plugin via .mcp.json.
connect
Set up an MCP connector. Use when: connecting Google Ads, Salesforce, Mailchimp, or any service to the plugin.
credential-switch
Switch brand credentials. Use when: activating the correct API keys for MCP servers in multi-client workflows.
mcp-builder
MCP 服务器构建方法论 — 系统化构建生产级 MCP 工具，让 AI 助手连接外部能力
create-item
Create an MCP work item from conversation context. Scans existing containers to anchor the item in the right place (Bugs, Features, Tech Debt, Observations, etc.), infers type and priority, creates single items or work trees, and pre-fills required notes. Use this whenever the conversation surfaces a bug, feature idea, tech debt item, or observation worth tracking persistently. Also use when user says "track this", "log this bug", "create a task for", or "add this to the backlog".
organize
Open the Claude Code Organizer dashboard — view and manage all memories, skills, MCP servers, hooks, and configs across scopes
better-icons
Use when working with icons in any project. Provides CLI for searching 200+ icon libraries (Iconify) and retrieving SVGs. Commands: `better-icons search <query>` to find icons, `better-icons get <id>` to get SVG. Also available as MCP server for AI agents.
claude-in-chrome-troubleshooting
Diagnose and fix Claude in Chrome MCP extension connectivity issues. Use when mcp__claude-in-chrome__* tools fail, return "Browser extension is not connected", or behave erratically.
mermaid-diagrams
Creating and refining Mermaid diagrams with live reload. Use when users want flowcharts, sequence diagrams, class diagrams, ER diagrams, state diagrams, or any other Mermaid visualization. Provides best practices for syntax, styling, and the iterative workflow using mermaid_preview and mermaid_save tools.
search-tools
Search Tool Hierarchy
churn-autopsy
Post-mortem analysis when a client churns. Takes client history, engagement data, support tickets, usage logs, and exit feedback to produce a comprehensive churn autopsy with root cause classification, timeline of decline, and preventive measures.
Search and retrieve content from Reddit. Get posts, comments, subreddit info, and user profiles via the public JSON API. Use when user mentions Reddit, a subreddit, or r/ links.
ai-mcp-audit
Audits MCP servers and skills on demand using LLM coherence analysis to catch capability drift and rug-pulls. Trigger for 'audit this skill', 'is this MCP safe', 'check coherence', 'detect rug-pull', 'snapshot baseline', 'mcp audit'. Three modes: scan (declared-vs-observed), audit-update (post-update diff), baseline set (anchor known-good). Not for runtime payload inspection; use prompt-injection-guard hook instead. Not for CVE scanning; use /ai-security instead.
ai-media
Generates images, videos, and audio via AI models (fal-ai MCP): cheap iteration models, expensive production finals, cost-estimate before generation. Trigger for 'generate an image', 'create a thumbnail', 'make a voiceover', 'AI video', 'text to speech for'. Not for design composition; use /ai-visual instead. Not for animation specs; use /ai-animation instead.
composio
Use Composio from Agent Swarm via the `agent-swarm x composio` CLI route or the `swarm_x` MCP tool. Trigger when a task needs connected third-party app tools such as Gmail, GitHub, Slack, Notion, or HubSpot through Composio Tool Router sessions, Connect Links, or connected accounts. This is the HUB skill — for Google apps see the sibling skills `composio-gmail`, `composio-google-calendar`, `composio-google-docs`.
kv-storage
Use the swarm KV store (Redis-like, namespaced) for cross-task / cross-session / per-page state. Auto-scoped to your context (Slack thread / PR / Linear issue / agent / page). Use for counters, cursors, page state. Do NOT use for secrets (`swarm_config`), embedded knowledge (`memory`), or files (`agent-fs`).
prompt-lookup
Activates when the user asks about AI prompts, needs prompt templates, wants to search for prompts, or mentions prompts.chat. Use for discovering, retrieving, and improving prompts.
windows-hook-debugging
Windows环境下Claude Code插件Hook执行错误的诊断与修复。当遇到hook error、cannot execute binary file、.sh regex误匹配、WSL/Git Bash冲突时使用。
codebase-exploration
Explore and understand codebases using SocratiCode semantic search, dependency graphs, and context artifacts. Use when exploring code, understanding architecture, finding functions/types, analysing dependencies, searching database schemas or API specs, or when socraticode/codebase_search tools are available. Activates when the user asks about code structure, wants to find where a feature lives, or needs to understand how code is organised.
gitnexus-setup
Use when directly requested to install GitNexus.
mcp-maintainer
Operate and maintain the local MCP server for this repository. Use for MCP tool updates, policy-guard changes, host configuration, and MCP runtime troubleshooting.
mcp-operations
Operate and maintain the local MCP server for this project. Use when creating MCP host config, troubleshooting tool connectivity, modifying tool domains, or adjusting safety policy flags.
openevidence-rate-limits
Implement OpenEvidence rate limiting, backoff, and request optimization. Use when handling rate limit errors, implementing retry logic, or optimizing API request throughput for clinical queries. Trigger with phrases like "openevidence rate limit", "openevidence throttling", "openevidence 429", "openevidence retry", "openevidence backoff".
h-note
Records a micro-decision with rationale into the haft artifact graph — lighter than a full DecisionRecord but persisted so future sessions and conflict detection can surface it. Make sure to use this skill whenever the user says "remember that", "FYI for later", "note that we chose X", "side note", "let's record we ruled out Y", "remember we decided X", "for the record", "worth noting", "TIL", "important caveat", "save this thought" — or whenever a small choice with stated rationale belongs in project memory but does not justify the full DRR ceremony. The kernel rejects content-free notes — rationale is required. For binding choices use h-decide (manual-only). For framing problems use h-frame.
search-tips
This skill should be used when performing web research beyond a simple single search -- looking into topics, comparing options, investigating questions, finding recommendations, or any task where effective use of Exa, Firecrawl, and Reddit tools matters. Triggers on "research", "look into", "investigate", "compare", "find out about", "search for", "find information", "what do people think about", "what are the best", "look up", or multi-source search tasks. Also invocable explicitly by deep-research team members via the Skill tool.
apm-usage
Activate when the user asks about APM (Agent Package Manager): installing, configuring, authoring, or troubleshooting AI-agent packages, dependencies, compilation, MCP servers, policy, or any `apm` CLI command.
cloudflare-agents
Build AI agents on Cloudflare Workers with MCP integration, tool use, and LLM providers.
nuxt-ui-v4
Nuxt UI v4 component library for building Nuxt v4 applications. 125+ accessible components with Tailwind v4, Reka UI, dark mode, theming. Use for dashboards, forms, overlays, editors, page layouts, pricing pages, or encountering component, theming, or TypeScript errors.
sequential-thinking
Systematic step-by-step reasoning with revision and branching. Use for complex problems, multi-stage analysis, design planning, problem decomposition, or encountering unclear scope, alternative approaches needed, revision requirements.
ultracite
Ultracite multi-provider linting/formatting (Biome, ESLint, Oxlint). Use for v6/v7 setup, provider selection, Git hooks, MCP integration, AI hooks, migrations, or encountering configuration, type-aware linting, monorepo errors.
agentdb-memory-patterns
Implement persistent memory patterns for AI agents using AgentDB. Includes session memory, long-term storage, pattern learning, and context management. Use when building stateful agents, chat systems, or intelligent assistants.
hooks-automation
Automated coordination, formatting, and learning from Claude Code operations using intelligent hooks with MCP integration. Includes pre/post task hooks, session management, Git integration, memory coordination, and neural pattern training for enhanced development workflows.
reasoningbank-with-agentdb
Implement ReasoningBank adaptive learning with AgentDB's 150x faster vector database. Includes trajectory tracking, verdict judgment, memory distillation, and pattern recognition. Use when building self-learning agents, optimizing decision-making, or implementing experience replay systems.
create-test-plan
Analyze what changed and generate a structured test plan at .turbo/test-plan.md covering four escalating levels: basic functionality, complex operations, adversarial testing, and cross-cutting scenarios. Use when the user asks to "create a test plan", "plan tests", "what should I test", "generate test scenarios", "test plan for this PR", or "what are the test cases".
onboard
Developer onboarding guide that composes architecture mapping, tooling review, and agentic setup review with setup, troubleshooting, and next-steps agents to produce a comprehensive guide at .turbo/onboarding.md and .turbo/onboarding.html. Use when the user asks to "onboard me", "onboard to this project", "generate onboarding guide", "new developer guide", "how do I get started", or "help me ramp up".
preview
Stand up the project's live app and hand it to the user to try a change firsthand, then gate on their verdict before continuing. Use when the user asks to "preview the change", "let me try it", "spin up the app so I can test it", "set it up so I can poke at it", or before finalizing a UI/UX change that needs human eyes.
review-agentic-setup
Detect agentic coding infrastructure in a project: CLAUDE.md, AGENTS.md, installed skills, MCP servers, hooks, and cross-tool compatibility (Claude Code and Codex CLI). Returns structured findings about agentic readiness without applying changes. Use when the user asks to "review agentic setup", "check agentic setup", "agentic readiness", "is this project set up for AI coding", or "review AI coding setup".
review-api-usage
Check API, library, and framework usage in code against official documentation and installed skill knowledge. Flags deprecated APIs, incorrect method signatures, wrong parameter types, version-incompatible patterns, and best-practice violations. Use when the user asks to "review API usage", "check API usage", "verify against docs", "check library usage", "validate API calls", "check against documentation", or "check for deprecated APIs".
smoke-test
Launch the app and hands-on verify that it works by interacting with it. Use when the user asks to "smoke test", "test it manually", "verify it works", "try it out", "run a smoke test", "check it in the browser", or "does it actually work". Not for unit/integration tests.
vmware-aiops
Use this skill whenever the user needs to manage VMs in VMware/vSphere/ESXi — it's the entry point for all VM operations. Directly handles: power on/off, clone, snapshot, migrate, deploy from OVA or templates, run commands inside VMs, batch operations, cluster management, and vCenter alarm acknowledgment. Always use this skill for any "power on", "clone", "deploy", "migrate", "batch", "guest exec", "alarm", or VM lifecycle task when the context is explicitly VMware, vSphere, or ESXi. Do NOT use for read-only queries (use vmware-monitor), NSX networking (use vmware-nsx), storage/iSCSI/vSAN (use vmware-storage), or Kubernetes cluster lifecycle (use vmware-vks). For multi-step workflows use vmware-pilot. For load balancing/AVI/AKO use vmware-avi.
windows-qa-engineer
Use when testing Windows 11 desktop apps (WinForms/WPF/UWP) via UFO UIA/Win32 automation MCP. Triggers on "test this Windows app", "QA the app", "run smoke test", "click the button", "fill the form", "check the UI", "Windows automation", "UFO QA", "verify the dialog", or any Windows desktop UI testing task. Not for web/browser testing (use Playwright), mobile testing, or non-Windows platforms.
ijfw-update
Check for and apply IJFW updates safely. Trigger: 'update ijfw', 'upgrade', 'latest version', 'is there a new version', /update
ijfw-verify
Use when about to claim completion: 'done', 'fix complete', 'tests pass', 'build succeeded', 'shipped', 'no regressions', 'ready to merge', 'ready to ship'. Iron Law gate requiring fresh verification evidence in the same message as the claim; wires into runtime (verification-gate.js + the ijfw_state MCP tool subagent.post-done verb).
source-command-ccguide-daily
Daily update check — official Anthropic docs diff + guide/CC releases digest
source-command-ccguide-diff-docs
Compare official Anthropic docs baseline vs current snapshot (no network — instant)
source-command-ccguide-init-docs
Fetch official Anthropic Codex docs and store as local baseline snapshot
source-command-ccguide-refresh-docs
Re-fetch official Anthropic Codex docs and update current snapshot (baseline unchanged)
blog-image
AI image generation and editing for blog content powered by Gemini via MCP. Claude acts as Creative Director - interpreting intent, selecting domain expertise, constructing optimized 6-component prompts (Subject + Action + Context + Composition + Lighting + Style), and orchestrating Gemini for blog-quality results. Generates hero images, inline illustrations, social preview cards, and OG images. Edits existing blog images. Supports 6 blog-optimized domain modes (Editorial, Product, Landscape, UI/Web, Infographic, Abstract). Works standalone via /blog image or internally from blog-write and blog-rewrite workflows. Falls back gracefully when MCP is not configured. Use when user says "blog image", "generate hero image", "blog illustration", "social card", "generate blog image", "edit blog image", "image generate", "blog cover image", "inline image", "OG image".
engram
Local-first personal AI identity and memory layer for MCP-compatible coding tools (Claude Code, Codex, Cursor, and others). Use this skill when the user wants to continue from a previous session ("continue from last session", "pick up where we left off"), recall a past decision ("what did we decide", "what was our reasoning"), persist something durable ("remember this", "save a lesson", "save a decision", "save a playbook"), search prior knowledge ("search what we know about X", "have we hit this before"), export their identity or context ("export my identity card", "give me my context"), or maintain local-first cross-tool identity and memory that the user owns and approves. Engram stores user-approved lessons, decisions, playbooks, and project context as local JSON; the AI suggests, the user decides what becomes permanent.
gitnexus-guide
Use when the user asks about GitNexus itself — available tools, how to query the knowledge graph, MCP resources, graph schema, or workflow reference. Examples: "What GitNexus tools are available?", "How do I use GitNexus?"
maestro-dev
Development workflow for maestroCLI itself. Encodes the hexagonal architecture pattern (port -> adapter -> use-case -> command -> MCP tool -> test) and project-specific conventions. Use when implementing new maestro features, adding CLI commands, extending the MCP server, creating new adapters, modifying ports, writing use-cases, or debugging maestro's own code. Also use when you need to understand how maestro's layers connect or where to put new code.
mcp-for-agents
Designs or reviews MCP servers so AI agents can use them reliably: outcome-oriented tools, flat constrained parameters, actionable errors via isError, token-efficient responses, composable outputs, and disciplined tool surfaces. Use when building an MCP server, adding tools to one, reviewing MCP tool design, or when the user mentions MCP optimization, tool descriptions, MCP best practices, or agent-friendly MCP design. Also use when the user has too many tools causing agent confusion, bloated responses wasting tokens, or agents picking the wrong tool.
airtable-automation
Automate Airtable tasks via Rube MCP (Composio): records, bases, tables, fields, views. Always search tools first for current schemas.
album-dashboard
Shows a structured progress dashboard for an album with percentage complete per phase, blocking items, and status breakdown. Use for a quick visual overview of album progress.
lyric-refiner
Autonomous multi-pass lyric refinement for tightening, cohesion, and album unity. Use after lyrics are written to polish a track or entire album through iterative passes.
plagiarism-checker
Scans lyrics for phrases that may match existing songs using web search and LLM knowledge. Use before release to check for unintentional borrowing.
rename
Renames an album or track, updating slugs, titles, and all mirrored paths. Use when the user wants to rename an album or track.
session-start
Runs the session startup procedure - verifies setup, loads config and state, checks skill models, and reports project status. Use at the beginning of a fresh session.
setup
Detects your Python environment and guides you through installing plugin dependencies. Use on first-time setup or when MCP server fails to start.
validate-album
Validates album directory structure, file locations, and content integrity. Use before release or whenever the user wants to check an album's structural health.
contributing
Use when contributing to the Butterbase codebase, adding new MCP tools, creating API routes, writing migrations, or understanding the monorepo architecture
debug-rls
Use when users report access denied errors, see wrong data, RLS policies are not working, or when troubleshooting Row-Level Security issues in Butterbase
integrations
Use BEFORE recommending or installing any third-party SaaS SDK for email (Resend, SendGrid, Postmark, Mailgun), SMS (Twilio), messaging (Slack), calendar (Google Calendar), CRM (HubSpot, Salesforce), docs (Notion), or project management (Linear, GitHub). Butterbase covers most of these via manage_integrations (Composio-backed) — check first.
journey
Use when the user says "build an app", "let's start", "help me build", "I have an idea for", "ship it", or otherwise signals they want to go from idea to deployed Butterbase app. Orchestrates the full guided journey (idea → plan → preflight → build → deploy → optional hackathon submit) by reading docs/butterbase/00-state.md and dispatching to the next stage skill.
journey-preflight
Use before any Butterbase platform-touching action (or when journey-preflight is invoked directly) to verify the user has a Butterbase account, the MCP server is connected, BUTTERBASE_API_KEY is set, and an app_id exists for this project. Re-run automatically if docs/butterbase/03-preflight.md is older than 24h or any required value is null.
start-leader
Start the Agent Swarm Leader
start-worker
Start an Agent Swarm Worker
azure-usage
This skill should be used when user asks to "query Azure resources", "list storage accounts", "manage Key Vault secrets", "work with Cosmos DB", "check AKS clusters", "use Azure MCP", or interact with any Azure service.
tavily-usage
This skill should be used when user asks to "search the web", "fetch content from URL", "extract page content", "use Tavily search", "scrape this website", "get information from this link", or "web search for X".
prd
Generate a Product Requirements Document (PRD) for a new feature. Use when planning a feature, starting a new project, or when asked to create a PRD. Triggers on: create a prd, write prd for, plan this feature, requirements for, spec out.
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
setup-rules
Set up and audit project rules — reads codebase, generates modular rules, documents MCP servers
edit-action
Edit an existing action (TaskDialog) in a Copilot Studio agent. Supports connector actions and MCP server actions. Modify inputs, outputs, descriptions, connection mode, and other properties.
gmail
Interact with Gmail - search emails, read messages, send emails, create drafts, and manage labels. Use when user asks to: search email, read email, send email, create email draft, mark as read, archive email, star email, or manage Gmail labels. Lightweight alternative to full Google Workspace MCP server with standalone OAuth authentication.
google-calendar
Interact with Google Calendar - list calendars, view events, create/update/delete events, and find free time. Use when user asks to: check calendar, schedule a meeting, create an event, find available time, list upcoming events, delete or update a calendar event, or respond to meeting invitations. Lightweight alternative to full Google Workspace MCP server with standalone OAuth authentication.
google-docs
Interact with Google Docs - create documents, search by title, read content, and edit text. Use when user asks to: create a Google Doc, find a document, read doc content, add text to a doc, or replace text in a document. Lightweight alternative to full Google Workspace MCP server with standalone OAuth authentication.
google-drive
Interact with Google Drive - search files, find folders, list contents, download files, upload files, create folders, move, copy, rename, and trash files. Use when user asks to: search Google Drive, find a file/folder, list Drive contents, download or upload files, create folders, move files, or organize Drive content. Lightweight integration with standalone OAuth authentication supporting full read/write access.
google-sheets
Read and write Google Sheets spreadsheets - get content, update cells, append rows, fetch specific ranges, search for spreadsheets, and view metadata. Use when user asks to: read a spreadsheet, update cells, add data to Google Sheets, find a spreadsheet, check sheet contents, export spreadsheet data, or get cell values. Lightweight integration with standalone OAuth authentication supporting full read/write access.
google-slides
Read and write Google Slides presentations - get text, find presentations, create presentations, add slides, replace text, and manage slide content. Use when user asks to: read a presentation, create slides, find slides, add a slide, replace text in a presentation, or manage presentation content. Lightweight integration with standalone OAuth authentication supporting full read/write access.
aws-mcp-setup
Configure AWS MCP servers for documentation search and API access. Use when setting up AWS MCP, configuring AWS documentation tools, troubleshooting MCP connectivity, or when user mentions aws-mcp, awsdocs, uvx setup, or MCP server configuration. Covers both Full AWS MCP Server (with uvx + credentials) and lightweight Documentation MCP (no auth required).
notebooklm-manager
Manages NotebookLM notebooks — query, add, list, search, enable/disable, remove. Use when a notebooklm.google.com URL appears or user mentions NotebookLM. Handles URLs through its own Chrome agent — do not navigate directly. Requires: claude-in-chrome MCP.
ide-debug
Full debug workflow using IDE bridge tools. Runs tests to find failures, sets conditional breakpoints, evaluates expressions in the debugger, identifies root causes, applies fixes, and verifies. Use when debugging test failures or runtime issues.
ide-explore
Deep codebase exploration using IDE bridge LSP tools. Maps architecture, traces call chains, discovers entry points, and builds a mental model of unfamiliar code. Use when onboarding to a new codebase or understanding a module.
ide-monitor
Continuous IDE monitoring using bridge tools. Checks diagnostics, test results, or terminal output. Designed for use with /loop for recurring checks.
ide-quality
Multi-language code quality sweep using IDE bridge tools. Runs diagnostics across all languages, auto-fixes lint errors, organizes imports, formats code, runs tests, and optionally commits the cleanup.
ide-refactor
Safe refactoring with snapshot rollback. Creates a checkpoint, performs the refactoring using LSP rename and code actions, runs tests, and rolls back automatically if anything breaks.
ide-review
Deep PR review using IDE bridge LSP and GitHub tools. Analyzes diffs with code intelligence — follows definitions, checks references, inspects types, runs diagnostics, and posts structured review comments.
reviewing-cc-config
Review Claude Code configuration for context efficiency, signal density, and anti-patterns. Use when user says "review config", "review setup", "check configuration", "review cc config", "context review", "config review", "review my setup", "review skills", "review agents", "review hooks", or wants feedback on their Claude Code configuration quality. NOT for editing config files — review only; user applies fixes unless --fix is passed. NOT for applying config changes (use `evolving-config`).
stripe-refund-auditor
Audits Stripe refunds over a date range to surface anomalies (refund-rate spikes, missing reasons, duplicate refunds). Activates when the user asks to "audit refunds", "check Stripe refund anomalies", or "review refund activity".
swarm-chat
Effective communication within the agent swarm using internal Slack
seo-dataforseo
Live SEO data via DataForSEO MCP server. SERP analysis (Google, Bing, Yahoo, YouTube, Google Images), keyword research (volume, difficulty, intent, trends), backlink profiles, on-page analysis (Lighthouse, content parsing), competitor analysis, content analysis, business listings, AI visibility (ChatGPT scraper, LLM mention tracking), and domain analytics. Requires DataForSEO extension installed. Use when user says "dataforseo", "live SERP", "keyword volume", "backlink data", "competitor data", "AI visibility check", "LLM mentions", "image SERP", "google images", "image rankings", or "real search data".
seo-image-gen
AI image generation for SEO assets: OG/social preview images, blog hero images, schema images, product photography, infographics. Powered by Gemini via nanobanana-mcp. Requires banana extension installed. Use when user says "generate image", "OG image", "social preview", "hero image", "blog image", "product photo", "infographic", "seo image", "create visual", "image-gen", "favicon", "schema image", "pinterest pin", "generate visual", "banner", or "thumbnail".
seo-maps
Maps intelligence for local SEO — geo-grid rank tracking, GBP profile auditing via API, review intelligence across Google/Tripadvisor/Trustpilot, cross-platform NAP verification (Google/Bing/Apple/OSM), competitor radius mapping, and LocalBusiness schema generation from API data. Three-tier capability: free (Overpass + Geoapify), DataForSEO (full intelligence), DataForSEO + Google (maximum coverage). Use when user says "maps", "geo-grid", "rank tracking", "GBP audit", "review velocity", "competitor radius", "maps analysis", "local rank tracking", "Share of Local Voice", or "SoLV".
access
Manage Slack channel access control — pairing, allowlist, channel opt-in
find-ai-directories
Use whenever the user wants to find, rank, or shortlist directories and listing sites where they can submit an AI product — an AI tool, AI app, AI agent, or agent skill / plugin — to get backlinks, referral traffic, and discovery. Triggers on "where can I list my AI tool", "directories to submit my AI agent", "agent-skills directories", "best AI tool directories for backlinks", "where do I get my GPT/Claude app discovered", or "pull submission details for these AI-directory domains", even when described indirectly (we built an AI agent, where do we get it in front of people). Drives the ServiceGraph API (api.servicegraph.co) — a catalog of 1,000+ product directories enriched with Domain Rating, backlinks, and organic traffic. Defer to find-mcp-directories for MCP-server listings specifically, and to find-product-directories for general SaaS/software/app launches with no AI angle. Skip finding an AI consultancy/agency to hire (use find-ai-consultancy), comparing AI products ("ChatGPT vs Claude"), building an A
find-cpa-firm
Use whenever the user wants to find, shortlist, vet, or enrich US accounting and tax firms (CPA firms) — financial-statement audit, SOC 1/2 audit, corporate tax, bookkeeping for businesses, advisory/fractional CFO, M&A diligence, 409A valuations, R&D tax credits, IPO readiness, sales-and-use tax. Triggers on "find me a CPA firm for our delaware c-corp series A audit", "shortlist three audit firms with SaaS experience", "we need a tax advisor for our M&A", or "pull contact info for these 10 accounting firm domains", even when described indirectly (audit our books, fractional CFO support, file our 1120). Drives the ServiceGraph API (api.servicegraph.co) — a 100k+ US firm catalog filterable by industry, services, location, size, ratings. Skip personal/consumer tax preparation (1040, individual estate, retirement planning), in-house controller/CFO hires, "how do I file my taxes" DIY questions, accounting-software comparisons (QuickBooks vs Xero), non-US firms, individual freelance bookkeepers.
find-management-consultant
Use whenever the user wants to find, shortlist, vet, or enrich US management consultancies — strategy, operations, executive coaching, leadership development, org-development/change management, PMO/program management, sales/revenue operations consulting. Triggers on "find me three top strategy consultancies in California", "shortlist boutique ops-consulting firms with healthcare experience", "we need an executive coach for our new CEO", or "pull contact info for these 10 consulting firm domains", even when described indirectly (post-merger integration help, change-management partner, fractional COO). Drives the ServiceGraph API (api.servicegraph.co) — a 100k+ US firm catalog filterable by industry, services, location, size, ratings. Skip in-house strategy hires, "help me build a strategy" do-the-work asks, framework comparisons (Lean vs Agile, BCG matrix, etc.), academic/MBA-program questions, life/career coaching for individuals, non-US firms, individual freelancers.
find-marketing-agency
Use whenever the user wants to find, shortlist, vet, or enrich US marketing agencies — including branding, content marketing, PPC/paid media, social media, email marketing, performance/demand-gen, video production, and full-service digital agencies. Triggers on requests like "shortlist three B2B branding agencies in California", "find a PPC shop with ecommerce experience", "we need a content marketing partner for a SaaS launch", or "pull contact info for these 12 agency domains", even when the need is described indirectly. Drives the ServiceGraph API (api.servicegraph.co) — a 100k+ US firm catalog filterable by industry, services, location, size, ratings, and third-party listings. Skip SEO-only asks (use find-seo-agency), web/software-development asks (use find-web-developer or find-software-developer), recruiting an in-house marketing hire, "write me a marketing plan" do-the-work asks, non-US firms, individual freelancers, marketing-software-product recommendations, and consumer/personal-brand asks.
find-mcp-directories
Use whenever the user wants to find, rank, or shortlist directories and registries where they can submit or list an MCP server (Model Context Protocol server) — to get backlinks, referral traffic, and discovery by agent builders. Triggers on "where do I list my MCP server", "best MCP directories", "MCP registries to submit to", "get my MCP server discovered", or "pull submission details for these MCP-directory domains", even when described indirectly (we built an MCP server, where do we publish it). Drives the ServiceGraph API (api.servicegraph.co) — a catalog of 1,000+ product directories enriched with Domain Rating, backlinks, and organic traffic. Defer to find-ai-directories for general AI-tool / AI-agent / agent-skill listings, and to find-product-directories for general SaaS/software launches. Skip building an MCP server or asking how MCP works (DIY), finding a firm to build one (use find-ai-consultancy / find-software-developer), and MCP link-building *services*.
find-product-directories
Use whenever the user wants to find, rank, or shortlist directories, listing sites, or launch platforms where they can submit a software product, SaaS, app, tool, or startup — to get backlinks, referral traffic, and launch-day reach. Triggers on "where can I submit my SaaS for launch", "list of Product Hunt alternatives", "directories to get backlinks for our app", "high-authority software listing sites", "where should I list my startup", or "pull submission details for these 8 directory domains", even when described indirectly (we're launching next week, where do we post; how do we get backlinks by listing in directories). Drives the ServiceGraph API (api.servicegraph.co) — a catalog of 1,000+ product directories enriched with Domain Rating, backlinks, and organic traffic. Defer to find-mcp-directories for MCP-server listings and find-ai-directories for AI-tool / AI-agent / agent-skill listings. Skip finding a firm/agency to hire (use the find-* agency skills), finding products *inside* a directory ("recomme
find-recruiting-firm
Use whenever the user wants to find, shortlist, vet, or enrich US recruiting and staffing firms — executive search/retained search, RPO, tech/sales/healthcare recruiting, contingent/contract staffing, and temp staffing. Triggers on "find me an executive search firm for a CFO search", "shortlist three retained-search boutiques in NY focused on tech", "we need RPO support for a 50-engineer hiring push", or "pull contact info for these 8 staffing firm domains", even when described indirectly (need help hiring at scale, executive recruiter for senior roles). Drives the ServiceGraph API (api.servicegraph.co) — a 100k+ US firm catalog filterable by industry, services, location, size, ratings. Skip when the user wants to hire someone as their own employee (job-board questions, in-house recruiter hires, "where should I post the role"), individual job-seekers looking for recruiters to represent them, candidate-side career coaching, non-US firms, individual freelance recruiters.
find-seo-agency
Use whenever the user wants to find, shortlist, vet, or enrich US SEO agencies — technical SEO, on-page/off-page, link-building, content-led SEO, local SEO, ecommerce SEO, B2B SEO, and SEO audits. Triggers on "find me an SEO agency in Texas", "shortlist three technical SEO consultancies for SaaS", "link-building and on-page for our ecommerce store", or "pull contact info for these 8 SEO firm domains", even when described indirectly (organic traffic flat, improve Google rankings, search visibility). Drives the ServiceGraph API (api.servicegraph.co) — a 100k+ US firm catalog filterable by industry, services, location, size, ratings, third-party listings. Defer to find-marketing-agency when scope spans multiple marketing services beyond SEO. Skip SEM/PPC/paid-search asks, web-dev asks (use find-web-developer), "how do I rank" DIY questions, SEO tool recommendations (Ahrefs, Semrush), in-house SEO hires, non-US firms, individual freelancers.
find-service-providers
Use whenever the user wants to find, shortlist, vet, enrich, or research US professional-services firms — law, marketing, consulting, accounting, IT services, architecture, engineering, HR, PR, design, and similar B2B service providers. Triggers on requests like "find me a PPC agency in California", "shortlist three boutique IP law firms", "build a longlist of 50 mid-size IT consultancies", or "here are 12 agency domains — pull contact info and confirm which are US-based", even when the need is described indirectly without naming a category. Drives the ServiceGraph API (api.servicegraph.co) — a 100k+ US firm catalog with filters for industry, services, location, size, ratings, and third-party listings. Skip when the user is asking for personal/consumer services for themselves (an individual's own legal, tax, or medical needs), non-US firms, individual freelancers, retail/ecommerce/SaaS-product companies, recruiting-an-employee tasks, or general web research that doesn't need a structured firm directory.
find-web-developer
Use whenever the user wants to find, shortlist, vet, or enrich US web development firms — building, refreshing, or rebuilding marketing sites, landing pages, ecommerce, WordPress/Webflow/Shopify, headless CMS, microsites, and web frontend work. Triggers on "find a web developer for a marketing landing page", "shortlist three Webflow agencies in California", "rebuild our ecommerce site on Shopify", or "pull contact info for these 8 web dev shop domains", even when described indirectly (redesign and rebuild our site, ship a microsite). Drives the ServiceGraph API (api.servicegraph.co) — a 100k+ US firm catalog filterable by industry, services, location, size, ratings. Defer to find-software-developer for custom backend/API/mobile/internal-tool work — anything beyond a website. Defer to find-marketing-agency when scope spans broader marketing beyond the build. Skip in-house web-engineer hires, "how do I build X" DIY questions, hosting/CMS-product comparisons, non-US firms, individual freelancers.
servicegraph
The branded entry point to ServiceGraph — use whenever the user explicitly names **ServiceGraph** — "use ServiceGraph to…", "what datasets does ServiceGraph have", "search ServiceGraph for…", "look this up in ServiceGraph", "pull contacts from ServiceGraph for these domains", "how many credits do I have on ServiceGraph". ServiceGraph is a multi-dataset platform of metrics-enriched business data for founders — where to launch, who to email, who to hire. This skill explains how to drive the API (api.servicegraph.co / mcp.servicegraph.co) against ANY dataset — discover what datasets exist, discover a dataset's schema and filters, search free brief rows, and unlock contact + metric detail with credits. Dataset-agnostic by design — it discovers everything through the API and never assumes which datasets or fields exist. When the user describes an intent WITHOUT naming ServiceGraph (e.g. "find a PR agency in NY"), defer to the matching specific skill (find-pr-agency, find-marketing-agency, find-law-firm, …); this s
controlling-spotify
Control Spotify playback and manage playlists via MCP server. Use when user requests playing music, controlling Spotify, creating playlists, searching songs, or managing their Spotify library.
cleanup-all
Run all 8 cleanup skills in sequence: unused → cycles → dedupe → types → weak-types → defensive → legacy → slop. Each step verifies before the next runs; halts on first failure. Produces one consolidated report. Use when the user asks to clean up the whole codebase, run all cleanup skills, do a full code-quality pass, or sweep the repo. Example queries — "clean up the whole codebase", "run a full code-quality pass", "sweep this repo", "do all the cleanups in order".
cleanup-cycles
Detect and untangle circular dependencies. Runs madge/skott (TS), pycycle (Py), or compiler-only checks (Go/Rust). Auto-fixes leaf-extractable cycles; reports core cycles for human review. Use when the user asks to find circular imports, fix dependency cycles, or untangle module graph. Example queries — "find circular imports", "fix dependency cycles", "untangle our module graph", "why is madge complaining".
cleanup-dedupe
Detect duplicated code blocks and refactor to DRY where it reduces complexity. Runs jscpd (multi-language), filters by signal-to-noise, and auto-extracts only token-identical blocks ≥30 LOC. Use when the user asks to deduplicate, DRY up, find copy-paste, or consolidate repeated logic. Example queries — "DRY this up", "find copy-paste in the codebase", "consolidate repeated logic", "where are the duplicated blocks".
cleanup-defensive
Remove pointless try/catch blocks and defensive guards that hide errors or add no value. Preserves catches at true system boundaries (HTTP handlers, CLI entry, message consumers). Use when the user asks to remove try/catch, fix error hiding, clean up defensive code, or stop swallowing errors. Example queries — "remove pointless try/catch", "we're swallowing errors", "stop hiding bugs in catch blocks", "clean up the defensive code".
cleanup-legacy
Find and remove deprecated, legacy, and fallback code paths with zero callers. Verifies callers via repo grep + LSP before deletion. Removes unreachable fallback branches. Use when the user asks to remove deprecated code, clean up legacy paths, drop fallbacks, or simplify code branches. Example queries — "remove the deprecated API", "drop the v1 fallback", "this code is marked legacy, kill it", "simplify these branches".
cleanup-slop
Strip AI slop, narration comments, restated-code comments, in-motion notes, and stub markers. Preserves comments that explain WHY (workarounds, invariants, surprising behavior). Comment-only changes — never touches code logic. Use when the user asks to remove AI slop, clean up comments, strip narration, or remove unhelpful comments. Example queries — "remove the AI slop", "strip the narration comments", "clean up unhelpful comments", "delete the comments that just restate the code".
cleanup-types
Find duplicated or fragmented type/interface definitions across files and consolidate to a shared types module. TypeScript-first; also handles Python dataclasses/TypedDicts and Go structs. Use when the user asks to consolidate types, find duplicate interfaces, or organize type definitions. Example queries — "consolidate our types", "find duplicate interfaces", "this same type is defined in three files", "organize the type definitions".
cleanup-unused
Detect and delete unused code, exports, files, and dependencies. Runs knip/vulture/staticcheck/cargo-machete appropriate to the language, writes a critical assessment, and auto-applies HIGH-confidence deletions. Use when the user asks to remove dead code, find unused exports, clean up dependencies, or run dead-code analysis. Example queries — "find dead code", "what's unused in this repo", "are there unused npm deps", "kill the cruft".
cleanup-weak-types
Replace weak types (any, unknown, interface{}, untyped Python) with strong, inferable types. Researches actual usage to determine the correct type, runs typecheck after each change, reverts individual changes that fail. Use when the user asks to remove any/unknown, strengthen typing, fix weak types, or make code more type-safe. Example queries — "remove all the `any` types", "strengthen our typing", "stop using unknown everywhere", "make this more type-safe".
finish-setup
Finish provisioning a freshly scaffolded SaaS project using the MCP servers wired by agent.json (Neon, Stripe, Resend, PostHog, GitHub). Verifies env vars, creates Stripe products matching the billing plans, checks database migrations, walks email-domain DNS, and confirms analytics. Use when the user says "finish setup", "provision the project", "set up stripe/the database", or after scaffolding a new project.
hig-components-content
Apple Human Interface Guidelines for content display components. Use this skill when the user asks about "charts component", "collection view", "image view", "web view", "color well", "image well", "activity view", "lockup", "data visualization", "content display", displaying images, rendering web content, color pickers, or presenting collections of items in Apple apps. Also use when the user says "how should I display charts", "what's the best way to show images", "should I use a web view", "how do I build a grid of items", "what component shows media", or "how do I present a share sheet". Cross-references: hig-foundations for color/typography/accessibility, hig-patterns for data visualization patterns, hig-components-layout for structural containers, hig-platforms for platform-specific component behavior.
hig-components-controls
Apple HIG guidance for selection and input controls including pickers, toggles, sliders, steppers, segmented controls, combo boxes, text fields, text views, labels, token fields, virtual keyboards, rating indicators, and gauges. Use this skill when the user says "picker or segmented control," "how should my form look," "what keyboard type should I use," "toggle vs checkbox," or asks about picker design, toggle, switch, slider, stepper, text field, text input, segmented control, combo box, label, token field, virtual keyboard, rating indicator, gauge, form design, input validation, or control state management. Cross-references: hig-components-menus, hig-components-dialogs, hig-components-search.
hig-components-dialogs
Apple HIG guidance for presentation components including alerts, action sheets, popovers, sheets, and digit entry views. Use this skill when the user says "should I use an alert or a sheet," "how do I show a confirmation dialog," "when should I use a popover," "my modals are annoying users," or asks about alert design, action sheet, popover, sheet, modal, dialog, digit entry, confirmation dialog, warning dialog, modal presentation, non-modal content, destructive action confirmation, or overlay UI patterns. Cross-references: hig-components-menus, hig-components-controls, hig-components-search, hig-patterns.
hig-components-layout
Apple Human Interface Guidelines for layout and navigation components. Use this skill when the user asks about "sidebar", "split view", "tab bar", "tab view", "scroll view", "window design", "panel", "list view", "table view", "column view", "outline view", "navigation structure", "app layout", "boxes", "ornaments", or organizing content hierarchically in Apple apps. Also use when the user says "how should I organize my app", "what navigation pattern should I use", "my layout breaks on iPad", "how do I build a sidebar", "should I use tabs or a sidebar", or "my app doesn't adapt to different screen sizes". Cross-references: hig-foundations for layout/spacing principles, hig-platforms for platform-specific navigation, hig-patterns for multitasking and full-screen, hig-components-content for content display.
hig-components-menus
Apple HIG guidance for menu and button components including menus, context menus, dock menus, edit menus, the menu bar, toolbars, action buttons, pop-up buttons, pull-down buttons, disclosure controls, and standard buttons. Use this skill when the user says "how should my buttons look," "what goes in the menu bar," "should I use a context menu or action sheet," "how do I design a toolbar," or asks about button design, menu design, context menu, toolbar, menu bar, action button, pop-up button, pull-down button, disclosure control, dock menu, edit menu, or any menu/button component layout and behavior. Cross-references: hig-components-search, hig-components-controls, hig-components-dialogs.
hig-components-search
Apple HIG guidance for navigation-related components including search fields, page controls, and path controls. Use this skill when the user says "how should search work in my app," "I need a breadcrumb," "how do I paginate content," or asks about search field, search bar, page control, path control, breadcrumb, navigation component, search UX, search suggestions, search scopes, paginated content navigation, or file path hierarchy display. Cross-references: hig-components-menus, hig-components-controls, hig-components-dialogs, hig-patterns.
hig-components-status
Apple HIG guidance for status and progress UI components including progress indicators, status bars, and activity rings. Use this skill when asked about: "progress indicator", "progress bar", "loading spinner", "status bar", "activity ring", "progress display", determinate vs indeterminate progress, loading states, or fitness tracking rings. Also use when the user says "how do I show loading state," "should I use a spinner or progress bar," "what goes in the status bar," or asks about activity indicators. Cross-references: hig-components-system for widgets and complications, hig-inputs for gesture-driven progress controls, hig-technologies for HealthKit and activity ring data integration.
hig-components-system
Apple HIG guidance for system experience components: widgets, live activities, notifications, complications, home screen quick actions, top shelf, watch faces, app clips, and app shortcuts. Use when asked about: "widget design", "live activity", "notification design", "complication", "home screen quick action", "top shelf", "watch face", "app clip", "app shortcut", "system experience". Also use when the user says "how do I design a widget," "what should my notification look like," "how do Live Activities work," "should I make an App Clip," or asks about surfaces outside the main app. Cross-references: hig-components-status for progress in widgets, hig-inputs for interaction patterns, hig-technologies for Siri and system integration.
hig-foundations
Apple Human Interface Guidelines design foundations. Use this skill when the user asks about "HIG color", "Apple typography", "SF Symbols", "dark mode guidelines", "accessible design", "Apple design foundations", "app icon", "layout guidelines", "materials", "motion", "privacy", "right to left", "RTL", "inclusive design", branding, images, spatial layout, or writing style. Also use when the user says "my colors look wrong in dark mode", "what font should I use", "is my app accessible enough", "how do I support Dynamic Type", "what contrast ratio do I need", "how do I pick system colors", or "my icons don't match the system style". Cross-references: hig-platforms for platform-specific guidance, hig-patterns for interaction patterns, hig-components-layout for structural components, hig-components-content for display.
hig-inputs
Apple HIG guidance for input methods and interaction patterns: gestures, Apple Pencil, keyboards, game controllers, pointers, Digital Crown, eye tracking, focus system, remotes, spatial interactions, gyroscope, accelerometer, and nearby interactions. Use when asked about: "gesture design", "Apple Pencil", "keyboard shortcuts", "game controller", "pointer support", "mouse support", "trackpad", "Digital Crown", "eye tracking", "visionOS input", "focus system", "remote control", "gyroscope", "spatial interaction". Also use when the user says "what gestures should I support," "how do I add keyboard shortcuts," "how does input work on Apple TV," "should I support Apple Pencil," or asks about input device handling. Cross-references: hig-components-status, hig-components-system, hig-technologies for VoiceOver and Siri.
hig-patterns
Apple Human Interface Guidelines interaction and UX patterns. Use this skill when the user asks about "onboarding flow", "user onboarding", "app launch", "loading state", "drag and drop", "search pattern", "settings design", "notifications", "modality", "multitasking", "feedback pattern", "haptics", "undo redo", "file management", data entry, sharing, collaboration, full screen, audio, video, haptic feedback, ratings, printing, help, or account management in Apple apps. Also use when the user says "how should onboarding work", "my app takes too long to load", "should I use a modal here", "how do I handle errors", "when should I ask for permissions", "how to show progress", or "what's the right way to confirm a delete". Cross-references: hig-foundations for underlying principles, hig-platforms for platform specifics, hig-components-layout for navigation, hig-components-content for data display.
hig-platforms
Apple Human Interface Guidelines for platform-specific design. Use this skill when the user asks about "designing for iOS", "iPad app design", "macOS design", "tvOS", "visionOS", "watchOS", "Apple platform", "which platform", platform differences, platform-specific conventions, or multi-platform app design. Also use when the user says "should I design differently for iPad vs iPhone", "how does my app work on visionOS", "what's different about macOS apps", "porting my app to another platform", "universal app design", or "what input methods does this platform use". Cross-references: hig-foundations for shared design foundations, hig-patterns for interaction patterns, hig-components-layout for navigation structures, hig-components-content for content display.
hig-project-context
Create or update a shared Apple design context document that other HIG skills use to tailor guidance. Use when the user says "set up my project context," "what platforms am I targeting," "configure HIG settings," or when starting a new Apple platform project. Also activates when other HIG skills need project context but none exists yet. This skill creates .claude/apple-design-context.md so that hig-foundations, hig-platforms, hig-components-*, hig-inputs, and hig-technologies can provide targeted advice without repetitive questions.
hig-technologies
Apple HIG guidance for Apple technology integrations: Siri, Apple Pay, HealthKit, HomeKit, ARKit, machine learning, generative AI, iCloud, Sign in with Apple, SharePlay, CarPlay, Game Center, in-app purchase, NFC, Wallet, VoiceOver, Maps, Mac Catalyst, and more. Use when asked about: "Siri integration", "Apple Pay", "HealthKit", "HomeKit", "ARKit", "augmented reality", "machine learning", "generative AI", "iCloud sync", "Sign in with Apple", "SharePlay", "CarPlay", "in-app purchase", "NFC", "VoiceOver", "Maps", "Mac Catalyst". Also use when the user says "how do I integrate Siri," "what are the Apple Pay guidelines," "how should my AR experience work," "how do I use Sign in with Apple," or asks about any Apple framework or service integration. Cross-references: hig-inputs for input methods, hig-components-system for widgets.
cloudflare-mcp-server
Build MCP (Model Context Protocol) servers on Cloudflare Workers with tools, resources, and prompts.
ijfw-doctor
Diagnose IJFW integration health per platform. Trigger: 'doctor', 'check setup', /doctor
ijfw-recall
Surface relevant project memory at session start or on demand. Trigger: session start, 'recall', 'remember', 'what do you know', 'context', /recall
ijfw-status
Use when the user says: 'ijfw status', 'show me the system state', 'what is ijfw doing', or to see the at-a-glance routing / memory / activity banner.
ops-desktop
Autonomous desktop + browser control via the desktop-act MCP companion. Acquires an isolated noVNC desktop session, takes screenshots, clicks, types, scrolls, and runs the optional autonomous act() loop. First run auto-bootstraps the desktop-act server into a per-user cache.
ops-inbox
Full inbox management across all channels — WhatsApp (whatsmeow bridge via mcp__whatsapp__*), iMessage (chat.db reader + AppleScript send via mcp__plugin_imessage_imessage__*), Email (Gmail MCP), Slack (MCP), Telegram (user-auth MCP), Discord (webhook + REST read), Notion (MCP — comments, mentions, assigned tasks). Scans FULL inbox (not just unread), identifies messages needing replies, archives handled conversations.
ops-linear
Linear command center. Shows current sprint, creates/updates issues, manages priorities, syncs with GSD phases.
ops-mcp
MCP server health dashboard and reconnect control. Surfaces the watchdog + keepalive + reauth subsystem as a discoverable slash command. Routes — status, servers, reconnect, reauth, logs, restart, test.
build-agent
Builds new Claude Code agents with consistent structure, enforced standards, and project-aware configuration. Use when creating a new agent, when the user describes a specialised role they want delegated to, or when discussing team composition.
analise-processo-penal
Assessoria judicial completa para processos penais. Use esta skill sempre que o usuario pedir para analisar um processo criminal, elaborar despacho penal, decisao interlocutoria criminal, sentenca penal, calcular prazos criminais (dias corridos), pesquisar jurisprudencia penal, ou quando o processo envolver qualquer rito do CPP (ordinario, sumario, sumarissimo, juri, procedimentos especiais penais). Tambem use quando o usuario mencionar termos como "criminal", "penal", "CPP", "crime", "denuncia", "inquerito", "prisao", "liberdade provisoria", "habeas corpus", "tribunal do juri", "acao penal", "execucao penal", "LEP", "suspensao condicional", "sursis", "livramento condicional", "medida de seguranca", "transacao penal", "suspensao condicional do processo", "audiencia de custodia", "colaboracao premiada", "acordo de nao persecucao penal", ou qualquer procedimento regulado pelo Codigo de Processo Penal brasileiro.
ley-ar
Search Argentine legal databases (SAIJ, JUBA, CSJN, JUSCABA) for jurisprudence, legislation, case summaries, and doctrine using the `ley` CLI. Use when the user asks about Argentine law, court decisions, legal precedents, fallos, jurisprudencia, legislación, or mentions SAIJ, JUBA, CSJN, JUSCABA. Supports parallel search across databases, JSON/table/text output, and filtering by jurisdiction. Built from reverse-engineered MCP servers (hernan-cc) — direct HTTP calls, no MCP layer needed.
claude-code-debug
Troubleshoot Claude Code extensions and behavior. Triggers on: debug, troubleshoot, not working, skill not loading, hook not running, agent not found.
claude-code-headless
Run Claude Code programmatically without interactive UI. Triggers on: headless, CLI automation, --print, output-format, stream-json, CI/CD, scripting.
claude-code-hooks
Claude Code hook system for pre/post tool execution. Triggers on: hooks, PreToolUse, PostToolUse, hook script, tool validation, audit logging.
flow-nexus-neural
Train and deploy neural networks in distributed E2B sandboxes with Flow Nexus
hugging-face-jobs
This skill should be used when users want to run any workload on Hugging Face Jobs infrastructure. Covers UV scripts, Docker-based jobs, hardware selection, cost estimation, authentication with tokens, secrets management, timeout configuration, and result persistence. Designed for general-purpose compute workloads including data processing, inference, experiments, batch jobs, and any Python-based tasks. Should be invoked for tasks involving cloud compute, GPU workloads, or when users mention running jobs on Hugging Face infrastructure without local setup.
mcp-patterns
Model Context Protocol (MCP) server patterns for building integrations with Claude Code. Triggers on: mcp server, model context protocol, tool handler, mcp resource, mcp tool.
n8n
n8n workflow automation patterns and API integration. This skill should be used when creating n8n workflows, using webhooks, managing workflows via REST API, or integrating n8n with MCP servers. Covers workflow JSON structure, node patterns, and automation best practices.
raindrop-io
Manage Raindrop.io bookmarks with AI assistance. Save and organize bookmarks, search your collection, manage reading lists, and organize research materials. Use when working with bookmarks, web research, reading lists, or when user mentions Raindrop.io.
seedance2-api
Out-of-the-box Seedance 2.0 API skill — just one API key to generate AI videos. Builds storyboards, generates reference images with Seedream 4.5, submits video tasks, and polls results. Supports both MCP and standalone Python script mode. Use when the user mentions seedance, AI video, storyboard, or video generation.
swarm-advanced
Advanced swarm orchestration patterns for research, development, testing, and complex distributed workflows
tool-discovery
Recommend the right agents and skills for any task. Covers both heavyweight agents (Task tool) and lightweight skills (Skill tool). Triggers on: which agent, which skill, what tool should I use, help me choose, recommend agent, find the right tool.
gns3-packet-capture
Capture network traffic on GNS3 links - start/stop captures, retrieve PCAP data
cc-hooks
Configure Claude Code hooks for PreToolUse, PostToolUse, Stop, Notification. Use when blocking commands, auto-formatting, custom permissions, or writing hooks.
pywry-orientation
When to reach for PyWry MCP tools (native webview rendering, Plotly, TradingView, AgGrid, chat) instead of writing Flask/Streamlit/Dash/Electron code. Use at the start of any task involving interactive UI, dashboards, charts, or chat widgets driven from Python.
hunt-llm-ai
Hunt LLM/AI feature bugs — prompt injection, indirect injection, exfiltration via tool-use/markdown, ASCII smuggling, agentic AI security (OWASP Agentic Apps 2026, ASI01-ASI10). Patterns: direct injection ('ignore previous instructions'), indirect injection via documents/web pages/email the model reads, ASCII smuggling (Unicode Tags block U+E0000-U+E007F, invisible to humans, decoded by the model), tool-use exfiltration (model has fetch/browse tool, attacker injects OOB URL, model exfils chat history/secrets), markdown-image zero-click exfil, system-prompt extraction, IDOR-via-AI (cross-tenant data). Targets: chatbots, RAG, summarizers, agentic copilots, MCP tools. Detection: any LLM-backed endpoint, doc upload triggering AI processing, autonomous agent with tools. Validate: OOB/Collaborator callback for exfil, verbatim-reproducible system-prompt leak (run twice), verifiable cross-tenant leak or RCE. Confabulation is NOT a finding. Use when hunting AI features, chatbots, RAG, agentic systems, MCP.
angular-spa
Angular 21.x SPA development skill with TailwindCSS 4.x and daisyUI 5.5.5. Use when building Angular standalone components, services, lazy-loaded routes, unit tests, or creating UI with TailwindCSS + daisyUI. Covers component scaffolding, UI/UX design, accessibility audits, and design systems.
ai-sdk-6
Vercel AI SDK v6 development. Use when building AI agents, chatbots, tool integrations, streaming apps, or structured output with the ai package. Covers ToolLoopAgent, useChat, generateText, streamText, tool approval, smoothStream, provider tools, MCP integration, and Output patterns.
ctx-purge
Purge the context-mode knowledge base. Permanently deletes all indexed content and resets session stats. This is destructive and cannot be undone. Trigger: /context-mode:ctx-purge
ecc-search-first
Research-before-coding workflow. Search for existing tools, libraries, and patterns before writing custom code. Systematizes the "search for existing solutions before implementing" approach. Use when starting new features or adding functionality.
mkdocs-finder
Retrieve up-to-date library, framework, and project documentation using scripts + MCP tools (Context7, Context Hub) with intelligent fallback. Use this skill whenever the user or agent needs documentation for any library, framework, API, SDK, or internal project spec. Triggers on "docs for [X]", "how does [library] work", "find documentation", "API reference for", "look up [feature] in [library]", "latest docs", "what's the API for", "find our [internal spec]", or any request that requires current, accurate documentation rather than relying on training data. Always prefer this skill over raw WebSearch for documentation retrieval — it returns structured, context-efficient results.
mkfigma
Figma design analysis and implementation via Figma MCP. Parse Figma links, extract design specs, translate to code. Triggers: 'figma', 'design link', 'implement this design', 'design tokens'.
mkhenshin
Use when transforming existing code into agent-consumable surfaces — CLI (npm-publishable), MCP server (stdio/SSE/Streamable HTTP), and a companion skill. Triggers on 'agentize', 'henshin', 'expose as MCP', 'wrap as CLI', 'publish to npm', 'make LLM-accessible', 'turn into agent tool', 'expose feature as tool'. Runs when the user has existing code and wants to ship it to agents. NOT for building new code from scratch (see mk:bootstrap); NOT for reviewing or verifying existing code (see mk:review).
book-detailing
Book detailing services through Lokuli MCP. Use when user needs to find and book detailing. Triggers on requests like "book a detailing", "find detailing near me", or any detailing service request.
agentica-sdk
Build Python agents with Agentica SDK - @agentic decorator, spawn(), persistence, MCP integration
cli-reference
Claude Code CLI commands, flags, headless mode, and automation patterns
mcp-chaining
Research-to-implement pipeline chaining 5 MCP tools with graceful degradation
repoprompt
Use RepoPrompt CLI for token-efficient codebase exploration
research-agent
Research agent for external documentation, best practices, and library APIs via MCP tools
skill-developer
Meta-skill for creating and managing Claude Code skills
slash-commands
Create and use Claude Code slash commands - quick prompts, bash execution, file references
component-patterns
Architecture patterns, code generation guides, and reference documentation for building Prismatic custom components.
integration-patterns
Architecture patterns, manifest usage, code generation guides, and reference documentation for building Prismatic Code Native Integrations.
prismatic-api
Prismatic API access patterns and GraphQL reference. Covers the two-tier access hierarchy (MCP tools → Prism CLI), CLI usage rules, GraphQL query patterns, pagination, authentication, and managing platform resources programmatically.
remindb-setup
Config-first setup wizard for a remindb MCP server — run it as `/remindb-setup` (interactive), `/remindb-setup automode` (hands-off), or `/remindb-setup only-config` (bridge hosts: author `.remindb/` only, no env wiring). Two passes. First-time (no server attached yet): detect the host, author the `.remindb/` config (ignore/pinned/temperatures/config.json) BEFORE compiling, compile the source, seed adjacent context, install the MCP plugin, then wire the MCP env. Verify (server attached): MemoryStats + `remindb://doctor`, reconfigure, and reseed onto existing nodes. Use on first-time workspace memory setup, when remindb tools are missing/misconfigured, on "no results"/wrong-workspace symptoms, to reconfigure an existing brain, or for bridge hosts that own env wiring externally (e.g. Hermes Agent).
qa-test-planner
Generate comprehensive test plans, manual test cases, regression test suites, and bug reports for QA engineers. Includes Figma MCP integration for design validation.
acli
Atlassian CLI (official `acli` binary, v1.3+ as of 2026) for Jira Cloud, Confluence Cloud, and org admin tasks from the terminal. Use whenever the user wants to create, view, edit, transition, assign, clone, archive, comment on, link, or bulk-operate on Jira work items; list or manage projects, boards, sprints, filters, dashboards, or custom-field definitions; create or update Confluence spaces, pages, or blog posts; activate/deactivate users at the org level; or authenticate to Atlassian from a shell or CI pipeline. Triggers on: `acli`, Atlassian CLI, Jira from the terminal, Confluence from the terminal, bulk Jira operations, scripting Jira, automate Jira tickets, transition a bunch of issues, create issues from a JSON/CSV file, CI pipeline that touches Jira, log in to Jira CLI, switch Atlassian sites, API-token auth for Jira. Use this skill even when the user does not say the word `acli` — if the task is CLI-driven Jira or Confluence work, this is the right tool. Do NOT use for: Atlassian MCP server work (t
zotpilot
Use when user mentions Zotero, academic papers, citations, literature reviews, research libraries, or wants to search/organize their paper collection. Also triggers on "find papers about...", "what's in my library", "organize my papers", "who cites...", "tag these papers". Always use this skill for Zotero-related tasks.
ai-ui-generation
AI-assisted UI generation patterns for json-render, v0.app, Google Stitch, Bolt Cloud, and Cursor workflows. Covers prompt engineering for component and full-stack app generation, review checklists for AI-generated code, design token injection, refactoring for design system conformance, and CI gates for quality assurance. Use when generating UI components with AI tools, rendering multi-surface MCP visual output, reviewing AI-generated code, or integrating AI output into design systems.
brainstorm
Design exploration using parallel agents through a 7-phase process: topic analysis, memory context, divergent ideation (10+ ideas), feasibility filtering, evaluation with devil's advocate scoring (0-10 across 7 dimensions), synthesis of top approaches, and trade-off comparison. Supports open exploration, constrained design, comparison, quick ideation, and iterative optimization modes. Use when brainstorming ideas, exploring solutions, or comparing alternatives.
chain-patterns
Chain patterns for CC 2.1.71 pipelines — MCP detection, handoff files, checkpoint-resume, worktree agents, CronCreate monitoring. Use when building multi-phase pipeline skills. Loaded via skills: field by pipeline skills (fix-issue, implement, brainstorm, verify). Not user-invocable.
configure
Interactive configuration wizard for OrchestKit plugin settings including MCP server enablement, hook permissions, keybindings, and installation presets (Complete/Standard/Lite). Supports preset shortcuts, per-category skill customization, and webhook configuration. Use when customizing plugin behavior or managing settings.
doctor
OrchestKit doctor for health diagnostics across manifest integrity, hook configuration, skill validation, agent frontmatter, MCP server connectivity, CC version compatibility, and permission rules. Reports issues with severity levels and auto-remediation suggestions. Validates component counts, detects orphaned entries, and checks CC version matrix compliance. Use when diagnosing plugin health, troubleshooting configuration issues, or running pre-release checks.
figma-design-handoff
Figma-to-code design handoff patterns including Figma Variables to design tokens pipeline, component spec extraction, Dev Mode inspection, Auto Layout to CSS Flexbox/Grid mapping, and visual regression with Applitools. Use when converting Figma designs to code, documenting component specs, setting up design-dev workflows, or comparing production UI against Figma designs.
fix-issue
Fixes GitHub issues using parallel analysis agents for root cause investigation, code exploration, and regression detection. Reads issue context from gh CLI, searches codebase and memory for related patterns, generates a fix with tests, and links the resolution back to the issue via PR. Includes prevention analysis to avoid recurrence. Use when debugging errors, resolving regressions, fixing bugs, or triaging issues.
acquiring-disk-image-with-dd-and-dcfldd
Create forensically sound bit-for-bit disk images using dd and dcfldd while preserving evidence integrity through hash verification.
analyzing-active-directory-acl-abuse
Detect dangerous ACL misconfigurations in Active Directory using ldap3 to identify GenericAll, WriteDACL, and WriteOwner abuse paths
analyzing-apt-group-with-mitre-navigator
Analyze advanced persistent threat (APT) group techniques using MITRE ATT&CK Navigator to create layered heatmaps of adversary TTPs for detection gap analysis and threat-informed defense.
analyzing-bootkit-and-rootkit-samples
Analyzes bootkit and advanced rootkit malware that infects the Master Boot Record (MBR), Volume Boot Record (VBR), or UEFI firmware to gain persistence below the operating system. Covers boot sector analysis, UEFI module inspection, and anti-rootkit detection techniques. Activates for requests involving bootkit analysis, MBR malware investigation, UEFI persistence analysis, or pre-OS malware detection.
analyzing-browser-forensics-with-hindsight
Analyze Chromium-based browser artifacts using Hindsight to extract browsing history, downloads, cookies, cached content, autofill data, saved passwords, and browser extensions from Chrome, Edge, Brave, and Opera for forensic investigation.
analyzing-campaign-attribution-evidence
Campaign attribution analysis involves systematically evaluating evidence to determine which threat actor or group is responsible for a cyber operation. This skill covers collecting and weighting attr
analyzing-certificate-transparency-for-phishing
Monitor Certificate Transparency logs using crt.sh and Certstream to detect phishing domains, lookalike certificates, and unauthorized certificate issuance targeting your organization.
analyzing-cobalt-strike-beacon-configuration
Extract and analyze Cobalt Strike beacon configuration from PE files and memory dumps to identify C2 infrastructure, malleable profiles, and operator tradecraft.
analyzing-cobaltstrike-malleable-c2-profiles
Parse and analyze Cobalt Strike Malleable C2 profiles using dissect.cobaltstrike and pyMalleableC2 to extract C2 indicators, detect evasion techniques, and generate network detection signatures.
analyzing-command-and-control-communication
Analyzes malware command-and-control (C2) communication protocols to understand beacon patterns, command structures, data encoding, and infrastructure. Covers HTTP, HTTPS, DNS, and custom protocol C2 analysis for detection development and threat intelligence. Activates for requests involving C2 analysis, beacon detection, C2 protocol reverse engineering, or command-and-control infrastructure mapping.
analyzing-cyber-kill-chain
Analyzes intrusion activity against the Lockheed Martin Cyber Kill Chain framework to identify which phases an adversary has completed, where defenses succeeded or failed, and what controls would have interrupted the attack at earlier phases. Use when conducting post-incident analysis, building prevention-focused security controls, or mapping detection gaps to kill chain phases. Activates for requests involving kill chain analysis, intrusion kill chain, attack phase mapping, or Lockheed Martin kill chain framework.
analyzing-disk-image-with-autopsy
Perform comprehensive forensic analysis of disk images using Autopsy to recover files, examine artifacts, and build investigation timelines.
analyzing-dns-logs-for-exfiltration
Analyzes DNS query logs to detect data exfiltration via DNS tunneling, DGA domain communication, and covert C2 channels using entropy analysis, query volume anomalies, and subdomain length detection in SIEM platforms. Use when SOC teams need to identify DNS-based threats that bypass traditional network security controls.
analyzing-docker-container-forensics
Investigate compromised Docker containers by analyzing images, layers, volumes, logs, and runtime artifacts to identify malicious activity and evidence.
analyzing-email-headers-for-phishing-investigation
Parse and analyze email headers to trace the origin of phishing emails, verify sender authenticity, and identify spoofing through SPF, DKIM, and DMARC validation.
analyzing-ethereum-smart-contract-vulnerabilities
Perform static and symbolic analysis of Solidity smart contracts using Slither and Mythril to detect reentrancy, integer overflow, access control, and other vulnerability classes before deployment to Ethereum mainnet.
analyzing-golang-malware-with-ghidra
Reverse engineer Go-compiled malware using Ghidra with specialized scripts for function recovery, string extraction, and type reconstruction in stripped Go binaries.
analyzing-indicators-of-compromise
Analyzes indicators of compromise (IOCs) including IP addresses, domains, file hashes, URLs, and email artifacts to determine maliciousness confidence, campaign attribution, and blocking priority. Use when triaging IOCs from phishing emails, security alerts, or external threat feeds; enriching raw IOCs with multi-source intelligence; or making block/monitor/whitelist decisions. Activates for requests involving VirusTotal, AbuseIPDB, MalwareBazaar, MISP, or IOC enrichment pipelines.
analyzing-ios-app-security-with-objection
Performs runtime mobile security exploration of iOS applications using Objection, a Frida-powered toolkit that enables security testers to interact with app internals without jailbreaking. Use when assessing iOS app security posture, bypassing client-side protections, dumping keychain items, inspecting filesystem storage, and evaluating runtime behavior. Activates for requests involving iOS security testing, Objection runtime analysis, Frida-based iOS assessment, or mobile runtime exploration.
analyzing-linux-audit-logs-for-intrusion
Uses the Linux Audit framework (auditd) with ausearch and aureport utilities to detect intrusion attempts, unauthorized access, privilege escalation, and suspicious system activity. Covers audit rule configuration, log querying, timeline reconstruction, and integration with SIEM platforms. Activates for requests involving auditd analysis, Linux audit log investigation, ausearch queries, aureport summaries, or host-based intrusion detection on Linux.
analyzing-linux-elf-malware
Analyzes malicious Linux ELF (Executable and Linkable Format) binaries including botnets, cryptominers, ransomware, and rootkits targeting Linux servers, containers, and cloud infrastructure. Covers static analysis, dynamic tracing, and reverse engineering of x86_64 and ARM ELF samples. Activates for requests involving Linux malware analysis, ELF binary investigation, Linux server compromise assessment, or container malware analysis.
analyzing-linux-kernel-rootkits
Detect kernel-level rootkits in Linux memory dumps using Volatility3 linux plugins (check_syscall, lsmod, hidden_modules), rkhunter system scanning, and /proc vs /sys discrepancy analysis to identify hooked syscalls, hidden kernel modules, and tampered system structures.
analyzing-linux-system-artifacts
Examine Linux system artifacts including auth logs, cron jobs, shell history, and system configuration to uncover evidence of compromise or unauthorized activity.
analyzing-lnk-file-and-jump-list-artifacts
Analyze Windows LNK shortcut files and Jump List artifacts to establish evidence of file access, program execution, and user activity using LECmd, JLECmd, and manual binary parsing of the Shell Link Binary format.
analyzing-macro-malware-in-office-documents
Analyzes malicious VBA macros embedded in Microsoft Office documents (Word, Excel, PowerPoint) to identify download cradles, payload execution, persistence mechanisms, and anti-analysis techniques. Uses olevba, oledump, and VBA deobfuscation to extract the attack chain. Activates for requests involving Office macro analysis, VBA malware investigation, maldoc analysis, or document-based threat examination.
analyzing-malicious-pdf-with-peepdf
Perform static analysis of malicious PDF documents using peepdf, pdfid, and pdf-parser to extract embedded JavaScript, shellcode, and suspicious objects.
analyzing-malicious-url-with-urlscan
URLScan.io is a free service for scanning and analyzing suspicious URLs. It captures screenshots, DOM content, HTTP transactions, JavaScript behavior, and network connections of web pages in an isolat
analyzing-malware-behavior-with-cuckoo-sandbox
Executes malware samples in Cuckoo Sandbox to observe runtime behavior including process creation, file system modifications, registry changes, network communications, and API calls. Generates comprehensive behavioral reports for malware classification and IOC extraction. Activates for requests involving dynamic malware analysis, sandbox detonation, behavioral analysis, or automated malware execution.
analyzing-malware-family-relationships-with-malpedia
Use the Malpedia platform and API to research malware family relationships, track variant evolution, link families to threat actors, and integrate YARA rules for detection across malware lineages.
analyzing-malware-persistence-with-autoruns
Use Sysinternals Autoruns to systematically identify and analyze malware persistence mechanisms across registry keys, scheduled tasks, services, drivers, and startup locations on Windows systems.
analyzing-memory-dumps-with-volatility
Analyzes RAM memory dumps from compromised systems using the Volatility framework to identify malicious processes, injected code, network connections, loaded modules, and extracted credentials. Supports Windows, Linux, and macOS memory forensics. Activates for requests involving memory forensics, RAM analysis, volatile data examination, process injection detection, or memory-resident malware investigation.
analyzing-mft-for-deleted-file-recovery
Analyze the NTFS Master File Table ($MFT) to recover metadata and content of deleted files by examining MFT record entries, $LogFile, $UsnJrnl, and MFT slack space using MFTECmd, analyzeMFT, and X-Ways Forensics.
analyzing-network-covert-channels-in-malware
Detect and analyze covert communication channels used by malware including DNS tunneling, ICMP exfiltration, steganographic HTTP, and protocol abuse for C2 and data exfiltration.
analyzing-network-traffic-for-incidents
Analyzes network traffic captures and flow data to identify adversary activity during security incidents, including command-and-control communications, lateral movement, data exfiltration, and exploitation attempts. Uses Wireshark, Zeek, and NetFlow analysis techniques. Activates for requests involving network traffic analysis, packet capture investigation, PCAP analysis, network forensics, C2 traffic detection, or exfiltration detection.
analyzing-network-traffic-of-malware
Analyzes network traffic generated by malware during sandbox execution or live incident response to identify C2 protocols, data exfiltration channels, payload downloads, and lateral movement patterns using Wireshark, Zeek, and Suricata. Activates for requests involving malware network analysis, C2 traffic decoding, malware PCAP analysis, or network-based malware detection.
analyzing-network-traffic-with-wireshark
Captures and analyzes network packet data using Wireshark and tshark to identify malicious traffic patterns, diagnose protocol issues, extract artifacts, and support incident response investigations on authorized network segments.
building-c2-infrastructure-with-sliver-framework
Build and configure a resilient command-and-control infrastructure using BishopFox's Sliver C2 framework with redirectors, HTTPS listeners, and multi-operator support for authorized red team engagements.
building-detection-rules-with-sigma
Builds vendor-agnostic detection rules using the Sigma rule format for threat detection across SIEM platforms including Splunk, Elastic, and Microsoft Sentinel. Use when creating portable detection logic from threat intelligence, mapping rules to MITRE ATT&CK techniques, or converting community Sigma rules into platform-specific queries using sigmac or pySigma backends.
exploiting-active-directory-with-bloodhound
BloodHound is a graph-based Active Directory reconnaissance tool that uses graph theory to reveal hidden and unintended relationships within AD environments. Red teams use BloodHound to identify attac
exploiting-http-request-smuggling
Detecting and exploiting HTTP request smuggling vulnerabilities caused by Content-Length and Transfer-Encoding parsing discrepancies between front-end and back-end servers.
exploiting-insecure-deserialization
Identifying and exploiting insecure deserialization vulnerabilities in Java, PHP, Python, and .NET applications to achieve remote code execution during authorized penetration tests.
exploiting-jwt-algorithm-confusion-attack
Exploits JWT algorithm confusion vulnerabilities where the server's token verification library accepts the algorithm specified in the JWT header rather than enforcing a fixed algorithm. The tester manipulates the alg header to switch from RS256 to HS256 (using the RSA public key as the HMAC secret), sets alg to none to bypass signature verification, or exploits kid/jku/x5u header injection to supply attacker-controlled keys. Activates for requests involving JWT algorithm confusion, alg none attack, key confusion attack, or JWT signature bypass.
exploiting-kerberoasting-with-impacket
Perform Kerberoasting attacks using Impacket's GetUserSPNs to extract and crack Kerberos TGS tickets for Active Directory service accounts.
exploiting-ms17-010-eternalblue-vulnerability
MS17-010 (EternalBlue) is a critical vulnerability in Microsoft's SMBv1 implementation that allows remote code execution. Originally discovered by the NSA and leaked by the Shadow Brokers in 2017, it
exploiting-nosql-injection-vulnerabilities
Detect and exploit NoSQL injection vulnerabilities in MongoDB, CouchDB, and other NoSQL databases to demonstrate authentication bypass, data extraction, and unauthorized access risks.
exploiting-prototype-pollution-in-javascript
Detect and exploit JavaScript prototype pollution vulnerabilities on both client-side and server-side applications to achieve XSS, RCE, and authentication bypass through property injection.
exploiting-race-condition-vulnerabilities
Detect and exploit race condition vulnerabilities in web applications using Turbo Intruder's single-packet attack technique to bypass rate limits, duplicate transactions, and exploit time-of-check-to-time-of-use flaws.
exploiting-server-side-request-forgery
Identifying and exploiting SSRF vulnerabilities to access internal services, cloud metadata, and restricted network resources during authorized penetration tests.
exploiting-zerologon-vulnerability-cve-2020-1472
Exploit the Zerologon vulnerability (CVE-2020-1472) in the Netlogon Remote Protocol to achieve domain controller compromise by resetting the machine account password to empty.
extracting-credentials-from-memory-dump
Extract cached credentials, password hashes, Kerberos tickets, and authentication tokens from memory dumps using Volatility and Mimikatz for forensic investigation.
extracting-iocs-from-malware-samples
Extracts indicators of compromise (IOCs) from malware samples including file hashes, network indicators (IPs, domains, URLs), host artifacts (file paths, registry keys, mutexes), and behavioral patterns for threat intelligence sharing and detection rule creation. Activates for requests involving IOC extraction, threat indicator harvesting, malware indicator collection, or building detection content from samples.
hunting-for-cobalt-strike-beacons
Detect Cobalt Strike beacon network activity using default TLS certificate signatures (serial 8BB00EE), JA3/JA3S/JARM fingerprints, HTTP C2 profile pattern matching, beacon jitter analysis, and named pipe detection via Zeek, Suricata, and Python PCAP analysis.
hunting-for-data-exfiltration-indicators
Hunt for data exfiltration through network traffic analysis, detecting unusual data flows, DNS tunneling, cloud storage uploads, and encrypted channel abuse.
mcp-builder
Use when creating a new MCP (Model Context Protocol) server, extending an existing one, or debugging tool discoverability/performance. Guides through research → implementation → test → eval phases with TypeScript-first guidance matching our stack. Trigger on phrases like "build an MCP server", "expose X as an MCP tool", "write MCP tools for Y", "integrate Z via MCP".
creating-end-user-documentation-for-packmind
Create or update user-focused Packmind documentation in `apps/doc/` that explains features in clear task-oriented language without technical implementation details. Use this skill whenever the user asks to document a feature, write or update user guides, create end-user docs, explain how something works for users, or convert developer-focused docs to user-friendly guides — even if they don't say "documentation" explicitly. Trigger on any request to explain, guide, or describe Packmind features from a user perspective.
datadog-analysis
Analyze Datadog error logs for Packmind production services (api-proprietary, mcp-proprietary, frontend-proprietary), group them into patterns, root-cause against the codebase, and produce a structured bug report. Triggers on Datadog, production logs, prod errors, service health, or periodic error reviews.
michel-run-local-dev-stack
The canonical recipe for starting, checking, and stopping the Packmind local dev stack with Docker Compose — the single source of truth other skills and the Michel agent defer to. Covers bringing the full stack (PostgreSQL, Redis, NestJS API, React/Vite frontend on :4200, MCP server, nginx) up in the background, the init services (dependency install + TypeORM migrations) you must wait on, the critical host-port trap that the API on container port 3000 is NOT exposed to the host and must be reached via the frontend Vite proxy at localhost:4200/api/v0, confirming the API and frontend are actually serving before you depend on them, the persistent-volume gotcha that leaves stale Postgres schema and node_modules behind between runs, building the CLI, and tearing everything down so no container is left blocking the run. Use this whenever you need Packmind running locally — to verify a change, record a UI or CLI demo, hit the API, seed data, or reproduce a bug — and whenever you are about to start or stop `docker co
michel-ui-demo-recorder
Record polished UI demo videos and screenshots of a running web app using Playwright MCP — for client deliverables, release notes, feature walkthroughs, or bug repros. Produces an HD WebM video with chapter markers, a mandatory animated cursor overlay, and a mandatory subtitle bar that narrates each step (positioned deliberately so it never masks the UI being demonstrated), plus full-page screenshots at each step. Use this whenever the user asks to "record a demo", "create a screencast", "make a UI walkthrough video", "document this feature with video", "show the client how X works", "capture screenshots of the app", or anything similar — even when the user only says "make a video" or "take screenshots" in the context of a running frontend. Also use it when the user wants to demonstrate a workflow, generate marketing-quality footage of an app, or produce repeatable visual documentation.
spectra-audit
Audit changed code for security sharp edges — dangerous defaults, type confusion, and silent failures
spectra-debug
Systematically debug a problem using a four-phase workflow
spectra-discuss
Have a focused discussion about a topic and reach a conclusion
spectra-ingest
Update an existing Spectra change from external context
spectra-propose
Create a change proposal with all required artifacts
linear-claude-skill
Manage Linear issues, projects, and teams
corezoid
Universal Corezoid assistant. Use when the user asks anything about Corezoid processes, wants to work with process JSON files, mentions process nodes, MCP tools, process validation, or any Corezoid-specific task. Also use when the user mentions "Corezoid", "BPM process", "conv.json", "push process", "run task", or asks for general platform knowledge. This skill provides deep knowledge of the platform model and guides you to use the Corezoid MCP tools correctly.
corezoid-create
Corezoid process creation specialist. Use when the user wants to create a new Corezoid process from scratch, build a new automation flow, design a new BPM process, or implement a new API connector. Activate when the user says "create a process", "build a new flow", "new process", "design from scratch", "implement a connector", "create an automation", or "add a new process".
corezoid-dashboard-manager
Creates and manages Corezoid dashboards — adds charts (column, pie, funnel, table), binds metrics to process nodes, configures real-time mode, and sets up drill-down linking between dashboards. Activate whenever a user asks to create a dashboard, add a chart, visualize process metrics, set up reporting for a Corezoid process, configure real-time monitoring, or asks what dashboards or charts exist. Also activate when the user wants to show task counts, completion rates, error rates, or any other process statistics visually in Corezoid.
corezoid-edit
Corezoid process editing specialist. Use when the user wants to modify, update, or fix an existing Corezoid process, add or remove nodes, change node behavior, add an API call, fix an error, or update process logic. Activate when the user says "edit a process", "modify", "update", "fix", "add a node", "change behavior", "add a call", "remove a node", or "update the logic".
corezoid-init
Corezoid environment setup specialist. Use when the user wants to connect to Corezoid, set up credentials, authenticate, pull a project, configure the environment, or start working with a Corezoid project for the first time. Activate when the user says "init", "setup", "connect to corezoid", "login", "pull workspace", "configure environment", or "get started".
corezoid-project-review
Corezoid project review and audit specialist. Use when the user wants to review or audit an entire Corezoid project or folder — multiple processes at once. Activate when the user says "review project", "audit project", "review all processes", "audit all processes", "review folder", "review all processes in", "project-wide review", "cross-process analysis", "find issues across processes", "review the whole project", or "audit folder".
corezoid-review
Corezoid process review and audit specialist. Use when the user wants to analyze, review, audit, or improve an existing Corezoid process. Activate when the user says "review a process", "analyze", "check", "audit", "find issues", "explain this process", "what's wrong with", "optimize", or "check for hardcoded values".
rival-search-mcp
Deterministic deep research via RivalSearchMCP. 9 tools: 5-engine web search (DuckDuckGo/Bing/Yahoo/Mojeek/Wikipedia), 9-platform social search (Reddit/HN/StackOverflow/Dev.to/Medium/ProductHunt/Bluesky/Lobste.rs/Lemmy), 5-source news (Google/Bing/Guardian/GDELT/DDG), 5 academic DBs (OpenAlex/CrossRef/arXiv/PubMed/EuropePMC), GitHub search, website mapping, content extraction with OCR, and research topic synthesis. No API keys required. Use when the user needs web research, competitive analysis, content discovery, or academic paper search.
skillz-integration
Run and integrate Skillz MCP server with Docker for skill execution.
demo-builder
Builds personalized demo assets for top prospects using the founder's product API/MCP/SDK. Researches prospect, proposes demo concepts, builds working prototype, tests it, and generates comparison report with live demo link.
gliderecord-patterns
This skill should be used when the user asks to "query records", "GlideRecord", "database query", "get records", "update records", "insert record", "delete record", or any ServiceNow database operations.
policy
Author MCP tool-call policy rules without hand-editing access.json
kandev-task-comment
Post a comment on any task as the current agent
mprove-build-dashboard
Build Mprove Dashboard
add-mechanic
Add game mechanics with correct GDScript 4.x patterns -- movement, health, inventory, save/load
build-scene
Pattern-based Godot scene construction with node hierarchy templates and companion node rules
debug-issue
Systematic Godot debugging decision trees for physics, signals, rendering, navigation, and input issues
atlassian
Manage Jira issues and Confluence wiki pages in Atlassian Cloud. Use when: (1) searching/creating/updating Jira issues with JQL, (2) searching/reading/creating Confluence pages with CQL, (3) managing Jira workflows, transitions, and comments, (4) browsing Confluence spaces and page hierarchies. Supports OAuth 2.1 via MCP server (recommended) or API token authentication (fallback).
google-chat
Interact with Google Chat - list spaces, send messages, read conversations, and manage DMs. Use when user asks to: send a message on Google Chat, read chat messages, list chat spaces, find a chat room, send a DM, or create a new chat space. Lightweight alternative to full Google Workspace MCP server with standalone OAuth authentication.
transcript-learn
Extract knowledge from video transcripts (YouTube, courses, seminars, podcasts) and convert to DQ knowledge chunks, skills, or agent definitions. Accepts YouTube URLs or .txt transcript files. ONLY invoked explicitly by user — never auto-invoked.
claude-agent-sdk
Build AI agents using the Claude Agent SDK. Covers query functions, ClaudeSDKClient, custom tools, MCP servers, hooks, permissions, subagents, and browser control (Chrome extension, dev-browser skill). Use when creating agents, adding tools, configuring agent behavior, or automating browser tasks.
paper-design
This skill should be used when designing UI in Paper Design (app.paper.design), reading or writing Paper documents via MCP, converting Paper designs to React/Tailwind code, importing HTML/CSS into Paper, syncing design tokens, or choosing between Paper and Pencil for a design task. Triggers on Paper, paper.design, DOM-based design, design-to-code, HTML-to-design, Paper MCP, Paper artboard, prototype, mockup, layout, export design, convert design. Pairs with minoan-frontend-design for creative direction and shadcn for component library.
build-mcp
Build an MCP server end to end, tailored to how it will be used. Use when asked to build an MCP, create an MCP server, wrap an API as a tool, make a tool for Claude, expose a service to an agent, build a Claude connector, or turn a service into MCP tools. Asks up front who the server is for (just me, my org, or public) and what it wraps, then walks through analyze, build, deploy, scale, and distribute with steps tailored to that answer. Builds on the example-skills:mcp-builder skill for implementation depth.
kb-refresh
Add new sources to your knowledge base or re-scrape existing ones to pick up changes. Supports Notion, Slack, Confluence, and local files. Can be run anytime after /setup-knowledge-base.
cloudflare-workers
Rapid development with Cloudflare Workers - build and deploy serverless applications on Cloudflare's global network. Use when building APIs, full-stack web apps, edge functions, background jobs, or real-time applications. Triggers on phrases like "cloudflare workers", "wrangler", "edge computing", "serverless cloudflare", "workers bindings", or files like wrangler.toml, worker.ts, worker.js.
deep-research-glim
Conducts deep, multi-angle research using glim MCP tools and parallel subagents. Use for deep research, competitive landscape analysis, strategic intelligence, or /deep-research-glim [topic]. Triggers - deep research, deep dive on, competitive landscape, strategic intelligence, multi-source synthesis.
deep-research-surf
Conducts deep, multi-angle research using Surf MCP tools and parallel subagents. Use for deep research, competitive landscape analysis, strategic intelligence, or /deep-research-surf [topic]. Triggers - deep research, deep dive on, competitive landscape, strategic intelligence, multi-source synthesis.
mcp-best-practices
Build, secure, and optimize production MCP servers with the TypeScript SDK (spec 2025-11-25, SDK v1.29 / v2 alpha). Use when building or reviewing MCP servers or tools - covering transports, tool and schema design, error handling, security and OAuth, performance, known SDK bugs, content vs structuredContent delivery, v2 migration, MCP Apps, extensions, and the Registry.
mpp
Build with MPP (Machine Payments Protocol) - the open protocol for machine-to-machine payments over HTTP 402. Use when developing paid APIs, payment-gated content, AI agent payment flows, MCP tool payments, pay-per-token streaming, or any service using HTTP 402 Payment Required. Covers the mppx TypeScript SDK with Hono/Express/Next.js/Elysia middleware, pympp Python SDK, and mpp Rust SDK. Supports Tempo stablecoins, Stripe cards, Lightning Bitcoin, and custom payment methods. Includes charge (one-time) and session (streaming pay-as-you-go) intents. Make sure to use this skill whenever the user mentions mpp, mppx, machine payments, HTTP 402 payments, Tempo payments, payment channels, pay-per-token, paid API endpoints, or payment-gated services.
x402
Build internet-native payments with the x402 open protocol - HTTP 402 Payment Required for on-chain micropayments with no accounts or API keys. Use when developing paid APIs, paywalled content, AI agent payment flows, or MCP tools that charge per call. Covers the TypeScript, Python, and Go SDKs across EVM, Solana, Stellar, and Aptos.
linear
Managing Linear issues, projects, and teams. Use when working with Linear tasks, creating issues, updating status, querying projects, or managing team workflows.
-21risk-automation
Automate 21risk tasks via Rube MCP (Composio). Always search tools first for current schemas.
-2chat-automation
Automate 2chat tasks via Rube MCP (Composio). Always search tools first for current schemas.
ably-automation
Automate Ably tasks via Rube MCP (Composio). Always search tools first for current schemas.
abstract-automation
Automate Abstract tasks via Rube MCP (Composio). Always search tools first for current schemas.
abuselpdb-automation
Automate Abuselpdb tasks via Rube MCP (Composio). Always search tools first for current schemas.
abyssale-automation
Automate Abyssale tasks via Rube MCP (Composio). Always search tools first for current schemas.
accelo-automation
Automate Accelo tasks via Rube MCP (Composio). Always search tools first for current schemas.
accredible-certificates-automation
Automate Accredible Certificates tasks via Rube MCP (Composio). Always search tools first for current schemas.
acculynx-automation
Automate Acculynx tasks via Rube MCP (Composio). Always search tools first for current schemas.
active-campaign-automation
Automate ActiveCampaign tasks via Rube MCP (Composio). Always search tools first for current schemas.
addresszen-automation
Automate Addresszen tasks via Rube MCP (Composio). Always search tools first for current schemas.
adobe-automation
Automate Adobe tasks via Rube MCP (Composio). Always search tools first for current schemas.
adrapid-automation
Automate Adrapid tasks via Rube MCP (Composio). Always search tools first for current schemas.
adyntel-automation
Automate Adyntel tasks via Rube MCP (Composio). Always search tools first for current schemas.
aero-workflow-automation
Automate Aero Workflow tasks via Rube MCP (Composio). Always search tools first for current schemas.
aeroleads-automation
Automate Aeroleads tasks via Rube MCP (Composio). Always search tools first for current schemas.
affinda-automation
Automate Affinda tasks via Rube MCP (Composio). Always search tools first for current schemas.
affinity-automation
Automate Affinity tasks via Rube MCP (Composio). Always search tools first for current schemas.
agencyzoom-automation
Automate Agencyzoom tasks via Rube MCP (Composio). Always search tools first for current schemas.
agent-mail-automation
Automate Agent Mail tasks via Rube MCP (Composio). Always search tools first for current schemas.
agentql-automation
Automate Agentql tasks via Rube MCP (Composio). Always search tools first for current schemas.
agenty-automation
Automate Agenty tasks via Rube MCP (Composio). Always search tools first for current schemas.
agiled-automation
Automate Agiled tasks via Rube MCP (Composio). Always search tools first for current schemas.
agility-cms-automation
Automate Agility CMS tasks via Rube MCP (Composio). Always search tools first for current schemas.
ahrefs-automation
Automate SEO research with Ahrefs -- analyze backlink profiles, research keywords, track domain metrics history, audit organic rankings, and perform batch URL analysis through the Composio Ahrefs integration.
ai-ml-api-automation
Automate AI ML API tasks via Rube MCP (Composio). Always search tools first for current schemas.
aivoov-automation
Automate Aivoov tasks via Rube MCP (Composio). Always search tools first for current schemas.
alchemy-automation
Automate Alchemy tasks via Rube MCP (Composio). Always search tools first for current schemas.
algodocs-automation
Automate Algodocs tasks via Rube MCP (Composio). Always search tools first for current schemas.
algolia-automation
Automate Algolia tasks via Rube MCP (Composio). Always search tools first for current schemas.
all-images-ai-automation
Automate All Images AI tasks via Rube MCP (Composio). Always search tools first for current schemas.
alpha-vantage-automation
Automate Alpha Vantage tasks via Rube MCP (Composio). Always search tools first for current schemas.
altoviz-automation
Automate Altoviz tasks via Rube MCP (Composio). Always search tools first for current schemas.
alttext-ai-automation
Automate Alttext AI tasks via Rube MCP (Composio). Always search tools first for current schemas.
amara-automation
Automate Amara tasks via Rube MCP (Composio). Always search tools first for current schemas.
amazon-automation
Automate Amazon tasks via Rube MCP (Composio). Always search tools first for current schemas.
ambee-automation
Automate Ambee tasks via Rube MCP (Composio). Always search tools first for current schemas.
ambient-weather-automation
Automate Ambient Weather tasks via Rube MCP (Composio). Always search tools first for current schemas.
amcards-automation
Automate Amcards tasks via Rube MCP (Composio). Always search tools first for current schemas.
anchor-browser-automation
Automate Anchor Browser tasks via Rube MCP (Composio). Always search tools first for current schemas.
anonyflow-automation
Automate Anonyflow tasks via Rube MCP (Composio). Always search tools first for current schemas.
anthropic-administrator-automation
Automate Anthropic Admin tasks via Rube MCP (Composio). Always search tools first for current schemas.
anthropic_administrator-automation
Automate Anthropic Admin tasks via Rube MCP (Composio): API keys, usage, workspaces, and organization management. Always search tools first for current schemas.
apaleo-automation
Automate Apaleo tasks via Rube MCP (Composio). Always search tools first for current schemas.
apex27-automation
Automate Apex27 tasks via Rube MCP (Composio). Always search tools first for current schemas.
api-bible-automation
Automate API Bible tasks via Rube MCP (Composio). Always search tools first for current schemas.
api-labz-automation
Automate API Labz tasks via Rube MCP (Composio). Always search tools first for current schemas.
api-ninjas-automation
Automate API Ninjas tasks via Rube MCP (Composio). Always search tools first for current schemas.
api-sports-automation
Automate API Sports tasks via Rube MCP (Composio). Always search tools first for current schemas.
api2pdf-automation
Automate Api2pdf tasks via Rube MCP (Composio). Always search tools first for current schemas.
apiflash-automation
Automate Apiflash tasks via Rube MCP (Composio). Always search tools first for current schemas.
apify-automation
Automate web scraping and data extraction with Apify -- run Actors, manage datasets, create reusable tasks, and retrieve crawl results through the Composio Apify integration.
apilio-automation
Automate Apilio tasks via Rube MCP (Composio). Always search tools first for current schemas.
apipie-ai-automation
Automate Apipie AI tasks via Rube MCP (Composio). Always search tools first for current schemas.
apitemplate-io-automation
Automate Apitemplate IO tasks via Rube MCP (Composio). Always search tools first for current schemas.
apiverve-automation
Automate Apiverve tasks via Rube MCP (Composio). Always search tools first for current schemas.
apollo-automation
Automate Apollo.io lead generation -- search organizations, discover contacts, enrich prospect data, manage contact stages, and build targeted outreach lists -- using natural language through the Composio MCP integration.
appcircle-automation
Automate Appcircle tasks via Rube MCP (Composio). Always search tools first for current schemas.
appdrag-automation
Automate Appdrag tasks via Rube MCP (Composio). Always search tools first for current schemas.
appointo-automation
Automate Appointo tasks via Rube MCP (Composio). Always search tools first for current schemas.
appsflyer-automation
Automate Appsflyer tasks via Rube MCP (Composio). Always search tools first for current schemas.
appveyor-automation
Automate Appveyor tasks via Rube MCP (Composio). Always search tools first for current schemas.
aryn-automation
Automate Aryn tasks via Rube MCP (Composio). Always search tools first for current schemas.
ascora-automation
Automate Ascora tasks via Rube MCP (Composio). Always search tools first for current schemas.
ashby-automation
Automate recruiting and hiring workflows in Ashby -- manage candidates, jobs, applications, interviews, and notes through natural language commands.
asin-data-api-automation
Automate Asin Data API tasks via Rube MCP (Composio). Always search tools first for current schemas.
astica-ai-automation
Automate Astica AI tasks via Rube MCP (Composio). Always search tools first for current schemas.
async-interview-automation
Automate Async Interview tasks via Rube MCP (Composio). Always search tools first for current schemas.
atlassian-automation
Automate Atlassian tasks via Rube MCP (Composio). Always search tools first for current schemas.
attio-automation
Automate Attio CRM operations -- search records, query contacts and companies with advanced filters, manage notes, list attributes, and navigate your relationship data -- using natural language through the Composio MCP integration.
auth0-automation
Automate Auth0 tasks via Rube MCP (Composio). Always search tools first for current schemas.
autobound-automation
Automate Autobound tasks via Rube MCP (Composio). Always search tools first for current schemas.
autom-automation
Automate Autom tasks via Rube MCP (Composio). Always search tools first for current schemas.
axonaut-automation
Automate Axonaut tasks via Rube MCP (Composio). Always search tools first for current schemas.
ayrshare-automation
Automate Ayrshare tasks via Rube MCP (Composio). Always search tools first for current schemas.
backendless-automation
Automate Backendless tasks via Rube MCP (Composio). Always search tools first for current schemas.
bannerbear-automation
Automate Bannerbear tasks via Rube MCP (Composio). Always search tools first for current schemas.
bart-automation
Automate Bart tasks via Rube MCP (Composio). Always search tools first for current schemas.
baselinker-automation
Automate Baselinker tasks via Rube MCP (Composio). Always search tools first for current schemas.
baserow-automation
Automate Baserow tasks via Rube MCP (Composio). Always search tools first for current schemas.
basin-automation
Automate Basin tasks via Rube MCP (Composio). Always search tools first for current schemas.
battlenet-automation
Automate Battlenet tasks via Rube MCP (Composio). Always search tools first for current schemas.
beaconchain-automation
Automate Beaconchain tasks via Rube MCP (Composio). Always search tools first for current schemas.
beaconstac-automation
Automate Beaconstac tasks via Rube MCP (Composio). Always search tools first for current schemas.
beamer-automation
Automate Beamer tasks via Rube MCP (Composio). Always search tools first for current schemas.
beeminder-automation
Automate Beeminder tasks via Rube MCP (Composio). Always search tools first for current schemas.
bench-automation
Automate Bench tasks via Rube MCP (Composio). Always search tools first for current schemas.
benchmark-email-automation
Automate Benchmark Email tasks via Rube MCP (Composio). Always search tools first for current schemas.
benzinga-automation
Automate Benzinga tasks via Rube MCP (Composio). Always search tools first for current schemas.
bestbuy-automation
Automate Bestbuy tasks via Rube MCP (Composio). Always search tools first for current schemas.
better-proposals-automation
Automate Better Proposals tasks via Rube MCP (Composio). Always search tools first for current schemas.
better-stack-automation
Automate Better Stack tasks via Rube MCP (Composio). Always search tools first for current schemas.
bidsketch-automation
Automate Bidsketch tasks via Rube MCP (Composio). Always search tools first for current schemas.
big-data-cloud-automation
Automate Big Data Cloud tasks via Rube MCP (Composio). Always search tools first for current schemas.
bigmailer-automation
Automate Bigmailer tasks via Rube MCP (Composio). Always search tools first for current schemas.
bigml-automation
Automate Bigml tasks via Rube MCP (Composio). Always search tools first for current schemas.
bigpicture-io-automation
Automate Bigpicture IO tasks via Rube MCP (Composio). Always search tools first for current schemas.
bitquery-automation
Automate Bitquery tasks via Rube MCP (Composio). Always search tools first for current schemas.
bitwarden-automation
Automate Bitwarden tasks via Rube MCP (Composio). Always search tools first for current schemas.
blackbaud-automation
Automate Blackbaud tasks via Rube MCP (Composio). Always search tools first for current schemas.
blackboard-automation
Automate Blackboard tasks via Rube MCP (Composio). Always search tools first for current schemas.
blocknative-automation
Automate Blocknative tasks via Rube MCP (Composio). Always search tools first for current schemas.
boldsign-automation
Automate Boldsign tasks via Rube MCP (Composio). Always search tools first for current schemas.
bolna-automation
Automate Bolna tasks via Rube MCP (Composio). Always search tools first for current schemas.
boloforms-automation
Automate Boloforms tasks via Rube MCP (Composio). Always search tools first for current schemas.
bolt-iot-automation
Automate Bolt Iot tasks via Rube MCP (Composio). Always search tools first for current schemas.
bonsai-automation
Automate Bonsai tasks via Rube MCP (Composio). Always search tools first for current schemas.
bookingmood-automation
Automate Bookingmood tasks via Rube MCP (Composio). Always search tools first for current schemas.
booqable-automation
Automate Booqable tasks via Rube MCP (Composio). Always search tools first for current schemas.
borneo-automation
Automate Borneo tasks via Rube MCP (Composio). Always search tools first for current schemas.
botbaba-automation
Automate Botbaba tasks via Rube MCP (Composio). Always search tools first for current schemas.
botpress-automation
Automate Botpress tasks via Rube MCP (Composio). Always search tools first for current schemas.
botsonic-automation
Automate Botsonic tasks via Rube MCP (Composio). Always search tools first for current schemas.
botstar-automation
Automate Botstar tasks via Rube MCP (Composio). Always search tools first for current schemas.
bouncer-automation
Automate Bouncer tasks via Rube MCP (Composio). Always search tools first for current schemas.
boxhero-automation
Automate Boxhero tasks via Rube MCP (Composio). Always search tools first for current schemas.
braintree-automation
Braintree Automation: manage payment processing via Stripe-compatible tools for customers, subscriptions, payment methods, and transactions
brandfetch-automation
Automate Brandfetch tasks via Rube MCP (Composio). Always search tools first for current schemas.
breeze-automation
Automate Breeze tasks via Rube MCP (Composio). Always search tools first for current schemas.
breezy-hr-automation
Automate Breezy HR tasks via Rube MCP (Composio). Always search tools first for current schemas.
brex-automation
Automate Brex tasks via Rube MCP (Composio). Always search tools first for current schemas.
brex-staging-automation
Automate Brex Staging tasks via Rube MCP (Composio). Always search tools first for current schemas.
brightdata-automation
Automate Brightdata tasks via Rube MCP (Composio). Always search tools first for current schemas.
brightpearl-automation
Automate Brightpearl tasks via Rube MCP (Composio). Always search tools first for current schemas.
brilliant-directories-automation
Automate Brilliant Directories tasks via Rube MCP (Composio). Always search tools first for current schemas.
browseai-automation
Automate Browseai tasks via Rube MCP (Composio). Always search tools first for current schemas.
browser-tool-automation
Automate Browser Tool tasks via Rube MCP (Composio). Always search tools first for current schemas.
browserbase-tool-automation
Automate Browserbase Tool tasks via Rube MCP (Composio). Always search tools first for current schemas.
browserhub-automation
Automate Browserhub tasks via Rube MCP (Composio). Always search tools first for current schemas.
browserless-automation
Automate Browserless tasks via Rube MCP (Composio). Always search tools first for current schemas.
btcpay-server-automation
Automate Btcpay Server tasks via Rube MCP (Composio). Always search tools first for current schemas.
bubble-automation
Automate Bubble tasks via Rube MCP (Composio). Always search tools first for current schemas.
bugbug-automation
Automate Bugbug tasks via Rube MCP (Composio). Always search tools first for current schemas.
bugherd-automation
Automate Bugherd tasks via Rube MCP (Composio). Always search tools first for current schemas.
bugsnag-automation
Automate Bugsnag tasks via Rube MCP (Composio). Always search tools first for current schemas.
buildkite-automation
Automate Buildkite tasks via Rube MCP (Composio). Always search tools first for current schemas.
builtwith-automation
Automate Builtwith tasks via Rube MCP (Composio). Always search tools first for current schemas.
bunnycdn-automation
Automate Bunnycdn tasks via Rube MCP (Composio). Always search tools first for current schemas.
byteforms-automation
Automate Byteforms tasks via Rube MCP (Composio). Always search tools first for current schemas.
cabinpanda-automation
Automate Cabinpanda tasks via Rube MCP (Composio). Always search tools first for current schemas.
cal-automation
Automate Cal tasks via Rube MCP (Composio). Always search tools first for current schemas.
calendarhero-automation
Automate Calendarhero tasks via Rube MCP (Composio). Always search tools first for current schemas.
callerapi-automation
Automate Callerapi tasks via Rube MCP (Composio). Always search tools first for current schemas.
callingly-automation
Automate Callingly tasks via Rube MCP (Composio). Always search tools first for current schemas.
callpage-automation
Automate Callpage tasks via Rube MCP (Composio). Always search tools first for current schemas.
campaign-cleaner-automation
Automate Campaign Cleaner tasks via Rube MCP (Composio). Always search tools first for current schemas.
campayn-automation
Automate Campayn tasks via Rube MCP (Composio). Always search tools first for current schemas.
canny-automation
Automate Canny tasks via Rube MCP (Composio). Always search tools first for current schemas.
canvas-automation
Automate Canvas tasks via Rube MCP (Composio). Always search tools first for current schemas.
capsule-crm-automation
Automate Capsule CRM operations -- manage contacts (parties), run structured filter queries, track tasks and projects, log entries, and handle organizations -- using natural language through the Composio MCP integration.
capsule_crm-automation
Automate Capsule CRM tasks via Rube MCP (Composio): contacts, opportunities, cases, tasks, and pipeline management. Always search tools first for current schemas.
carbone-automation
Automate Carbone tasks via Rube MCP (Composio). Always search tools first for current schemas.
cardly-automation
Automate Cardly tasks via Rube MCP (Composio). Always search tools first for current schemas.
castingwords-automation
Automate Castingwords tasks via Rube MCP (Composio). Always search tools first for current schemas.
cats-automation
Automate Cats tasks via Rube MCP (Composio). Always search tools first for current schemas.
cdr-platform-automation
Automate Cdr Platform tasks via Rube MCP (Composio). Always search tools first for current schemas.
census-bureau-automation
Automate Census Bureau tasks via Rube MCP (Composio). Always search tools first for current schemas.
centralstationcrm-automation
Automate Centralstationcrm tasks via Rube MCP (Composio). Always search tools first for current schemas.
certifier-automation
Automate Certifier tasks via Rube MCP (Composio). Always search tools first for current schemas.
chaser-automation
Automate Chaser tasks via Rube MCP (Composio). Always search tools first for current schemas.
chatbotkit-automation
Automate Chatbotkit tasks via Rube MCP (Composio). Always search tools first for current schemas.
chatfai-automation
Automate Chatfai tasks via Rube MCP (Composio). Always search tools first for current schemas.
chatwork-automation
Automate Chatwork tasks via Rube MCP (Composio). Always search tools first for current schemas.
chmeetings-automation
Automate Chmeetings tasks via Rube MCP (Composio). Always search tools first for current schemas.
cincopa-automation
Automate Cincopa tasks via Rube MCP (Composio). Always search tools first for current schemas.
claid-ai-automation
Automate Claid AI tasks via Rube MCP (Composio). Always search tools first for current schemas.
classmarker-automation
Automate Classmarker tasks via Rube MCP (Composio). Always search tools first for current schemas.
clearout-automation
Automate Clearout tasks via Rube MCP (Composio). Always search tools first for current schemas.
clickmeeting-automation
Automate Clickmeeting tasks via Rube MCP (Composio). Always search tools first for current schemas.
clockify-automation
Automate time tracking workflows in Clockify -- create and manage time entries, workspaces, and users through natural language commands.
cloudcart-automation
Automate Cloudcart tasks via Rube MCP (Composio). Always search tools first for current schemas.
cloudconvert-automation
Automate Cloudconvert tasks via Rube MCP (Composio). Always search tools first for current schemas.
cloudflare-api-key-automation
Automate Cloudflare API tasks via Rube MCP (Composio). Always search tools first for current schemas.
cloudflare-automation
Automate Cloudflare tasks via Rube MCP (Composio). Always search tools first for current schemas.
cloudflare-browser-rendering-automation
Automate Cloudflare Browser Rendering tasks via Rube MCP (Composio). Always search tools first for current schemas.
cloudinary-automation
Automate Cloudinary media management including folder organization, upload presets, asset lookup, transformations, and usage monitoring through natural language commands
cloudlayer-automation
Automate Cloudlayer tasks via Rube MCP (Composio). Always search tools first for current schemas.
cloudpress-automation
Automate Cloudpress tasks via Rube MCP (Composio). Always search tools first for current schemas.
coassemble-automation
Automate Coassemble tasks via Rube MCP (Composio). Always search tools first for current schemas.
codacy-automation
Automate Codacy tasks via Rube MCP (Composio). Always search tools first for current schemas.
codeinterpreter-automation
Automate Codeinterpreter tasks via Rube MCP (Composio). Always search tools first for current schemas.
codereadr-automation
Automate Codereadr tasks via Rube MCP (Composio). Always search tools first for current schemas.
coinbase-automation
Coinbase Automation: list and manage cryptocurrency wallets, accounts, and portfolio data via Coinbase CDP SDK
coinmarketcal-automation
Automate Coinmarketcal tasks via Rube MCP (Composio). Always search tools first for current schemas.
coinmarketcap-automation
Automate Coinmarketcap tasks via Rube MCP (Composio). Always search tools first for current schemas.
coinranking-automation
Automate Coinranking tasks via Rube MCP (Composio). Always search tools first for current schemas.
college-football-data-automation
Automate College Football Data tasks via Rube MCP (Composio). Always search tools first for current schemas.
composio-automation
Automate Composio tasks via Rube MCP (Composio). Always search tools first for current schemas.
composio-search-automation
Automate Composio Search tasks via Rube MCP (Composio). Always search tools first for current schemas.
connecteam-automation
Automate Connecteam tasks via Rube MCP (Composio). Always search tools first for current schemas.
contentful-automation
Automate headless CMS operations in Contentful -- list spaces, retrieve space metadata, and update space configurations through the Composio Contentful integration.
contentful-graphql-automation
Automate Contentful Graphql tasks via Rube MCP (Composio). Always search tools first for current schemas.
control-d-automation
Automate Control D tasks via Rube MCP (Composio). Always search tools first for current schemas.
conversion-tools-automation
Automate Conversion Tools tasks via Rube MCP (Composio). Always search tools first for current schemas.
convertapi-automation
Automate Convertapi tasks via Rube MCP (Composio). Always search tools first for current schemas.
conveyor-automation
Automate Conveyor tasks via Rube MCP (Composio). Always search tools first for current schemas.
convolo-ai-automation
Automate Convolo AI tasks via Rube MCP (Composio). Always search tools first for current schemas.
corrently-automation
Automate Corrently tasks via Rube MCP (Composio). Always search tools first for current schemas.
countdown-api-automation
Automate Countdown API tasks via Rube MCP (Composio). Always search tools first for current schemas.
coupa-automation
Automate Coupa tasks via Rube MCP (Composio). Always search tools first for current schemas.
craftmypdf-automation
Automate Craftmypdf tasks via Rube MCP (Composio). Always search tools first for current schemas.
crowdin-automation
Automate Crowdin tasks via Rube MCP (Composio). Always search tools first for current schemas.
crustdata-automation
Automate Crustdata tasks via Rube MCP (Composio). Always search tools first for current schemas.
cults-automation
Automate Cults tasks via Rube MCP (Composio). Always search tools first for current schemas.
curated-automation
Automate Curated tasks via Rube MCP (Composio). Always search tools first for current schemas.
currents-api-automation
Automate Currents API tasks via Rube MCP (Composio). Always search tools first for current schemas.
customer.io-automation
Automate customer engagement workflows including broadcast triggers, message analytics, segment management, and newsletter tracking through Customer.io via Composio
customgpt-automation
Automate Customgpt tasks via Rube MCP (Composio). Always search tools first for current schemas.
customjs-automation
Automate Customjs tasks via Rube MCP (Composio). Always search tools first for current schemas.
cutt-ly-automation
Automate Cutt Ly tasks via Rube MCP (Composio). Always search tools first for current schemas.
d2lbrightspace-automation
Automate D2lbrightspace tasks via Rube MCP (Composio). Always search tools first for current schemas.
dadata-ru-automation
Automate Dadata Ru tasks via Rube MCP (Composio). Always search tools first for current schemas.
daffy-automation
Automate Daffy tasks via Rube MCP (Composio). Always search tools first for current schemas.
dailybot-automation
Automate Dailybot tasks via Rube MCP (Composio). Always search tools first for current schemas.
datagma-automation
Automate Datagma tasks via Rube MCP (Composio). Always search tools first for current schemas.
datarobot-automation
Automate Datarobot tasks via Rube MCP (Composio). Always search tools first for current schemas.
deadline-funnel-automation
Automate Deadline Funnel tasks via Rube MCP (Composio). Always search tools first for current schemas.
deel-automation
Automate Deel tasks via Rube MCP (Composio). Always search tools first for current schemas.
deepgram-automation
Automate Deepgram tasks via Rube MCP (Composio). Always search tools first for current schemas.
demio-automation
Automate Demio tasks via Rube MCP (Composio). Always search tools first for current schemas.
desktime-automation
Automate Desktime tasks via Rube MCP (Composio). Always search tools first for current schemas.
detrack-automation
Automate Detrack tasks via Rube MCP (Composio). Always search tools first for current schemas.
dialmycalls-automation
Automate Dialmycalls tasks via Rube MCP (Composio). Always search tools first for current schemas.
dialpad-automation
Automate Dialpad tasks via Rube MCP (Composio). Always search tools first for current schemas.
dictionary-api-automation
Automate Dictionary API tasks via Rube MCP (Composio). Always search tools first for current schemas.
diffbot-automation
Automate Diffbot tasks via Rube MCP (Composio). Always search tools first for current schemas.
digicert-automation
Automate Digicert tasks via Rube MCP (Composio). Always search tools first for current schemas.
digital-ocean-automation
Automate DigitalOcean tasks via Rube MCP (Composio). Always search tools first for current schemas.
discordbot-automation
Automate Discordbot tasks via Rube MCP (Composio). Always search tools first for current schemas.
dnsfilter-automation
Automate Dnsfilter tasks via Rube MCP (Composio). Always search tools first for current schemas.
dock-certs-automation
Automate Dock Certs tasks via Rube MCP (Composio). Always search tools first for current schemas.
docker-hub-automation
Automate Docker Hub operations -- manage organizations, repositories, teams, members, and webhooks via the Composio MCP integration.
docker_hub-automation
Automate Docker Hub tasks via Rube MCP (Composio): repositories, images, tags, and container registry management. Always search tools first for current schemas.
docmosis-automation
Automate Docmosis tasks via Rube MCP (Composio). Always search tools first for current schemas.
docnify-automation
Automate Docnify tasks via Rube MCP (Composio). Always search tools first for current schemas.
docsbot-ai-automation
Automate Docsbot AI tasks via Rube MCP (Composio). Always search tools first for current schemas.
docsumo-automation
Automate Docsumo tasks via Rube MCP (Composio). Always search tools first for current schemas.
docugenerate-automation
Automate Docugenerate tasks via Rube MCP (Composio). Always search tools first for current schemas.
documenso-automation
Automate Documenso tasks via Rube MCP (Composio). Always search tools first for current schemas.
documint-automation
Automate Documint tasks via Rube MCP (Composio). Always search tools first for current schemas.
docupilot-automation
Automate Docupilot tasks via Rube MCP (Composio). Always search tools first for current schemas.
docupost-automation
Automate Docupost tasks via Rube MCP (Composio). Always search tools first for current schemas.
docuseal-automation
Automate Docuseal tasks via Rube MCP (Composio). Always search tools first for current schemas.
doppler-marketing-automation-automation
Automate Doppler Marketing Automation tasks via Rube MCP (Composio). Always search tools first for current schemas.
doppler-secretops-automation
Automate Doppler Secretops tasks via Rube MCP (Composio). Always search tools first for current schemas.
dotsimple-automation
Automate Dotsimple tasks via Rube MCP (Composio). Always search tools first for current schemas.
dovetail-automation
Automate Dovetail tasks via Rube MCP (Composio). Always search tools first for current schemas.
dpd2-automation
Automate Dpd2 tasks via Rube MCP (Composio). Always search tools first for current schemas.
draftable-automation
Automate Draftable tasks via Rube MCP (Composio). Always search tools first for current schemas.
dreamstudio-automation
Automate Dreamstudio tasks via Rube MCP (Composio). Always search tools first for current schemas.
drip-jobs-automation
Automate Drip Jobs tasks via Rube MCP (Composio). Always search tools first for current schemas.
dripcel-automation
Automate Dripcel tasks via Rube MCP (Composio). Always search tools first for current schemas.
dromo-automation
Automate Dromo tasks via Rube MCP (Composio). Always search tools first for current schemas.
dropbox-sign-automation
Automate Dropbox Sign tasks via Rube MCP (Composio). Always search tools first for current schemas.
dropcontact-automation
Automate Dropcontact tasks via Rube MCP (Composio). Always search tools first for current schemas.
dungeon-fighter-online-automation
Automate Dungeon Fighter Online tasks via Rube MCP (Composio). Always search tools first for current schemas.
dynamics-365-automation
Dynamics 365 Automation: manage CRM contacts, accounts, leads, opportunities, sales orders, invoices, and cases via the Dynamics CRM Web API
echtpost-automation
Automate Echtpost tasks via Rube MCP (Composio). Always search tools first for current schemas.
elevenlabs-automation
Automate ElevenLabs text-to-speech workflows -- generate speech from text, browse and inspect voices, check subscription limits, list models, stream audio, and retrieve history via the Composio MCP integration.
elorus-automation
Automate Elorus tasks via Rube MCP (Composio). Always search tools first for current schemas.
emailable-automation
Automate Emailable tasks via Rube MCP (Composio). Always search tools first for current schemas.
emaillistverify-automation
Automate Emaillistverify tasks via Rube MCP (Composio). Always search tools first for current schemas.
emailoctopus-automation
Automate Emailoctopus tasks via Rube MCP (Composio). Always search tools first for current schemas.
emelia-automation
Automate Emelia tasks via Rube MCP (Composio). Always search tools first for current schemas.
encodian-automation
Automate Encodian tasks via Rube MCP (Composio). Always search tools first for current schemas.
endorsal-automation
Automate Endorsal tasks via Rube MCP (Composio). Always search tools first for current schemas.
enginemailer-automation
Automate Enginemailer tasks via Rube MCP (Composio). Always search tools first for current schemas.
enigma-automation
Automate Enigma tasks via Rube MCP (Composio). Always search tools first for current schemas.
entelligence-automation
Automate Entelligence tasks via Rube MCP (Composio). Always search tools first for current schemas.
eodhd-apis-automation
Automate Eodhd Apis tasks via Rube MCP (Composio). Always search tools first for current schemas.
epic-games-automation
Automate Epic Games tasks via Rube MCP (Composio). Always search tools first for current schemas.
esignatures-io-automation
Automate Esignatures IO tasks via Rube MCP (Composio). Always search tools first for current schemas.
espocrm-automation
Automate Espocrm tasks via Rube MCP (Composio). Always search tools first for current schemas.
esputnik-automation
Automate Esputnik tasks via Rube MCP (Composio). Always search tools first for current schemas.
etermin-automation
Automate Etermin tasks via Rube MCP (Composio). Always search tools first for current schemas.
evenium-automation
Automate Evenium tasks via Rube MCP (Composio). Always search tools first for current schemas.
eventbrite-automation
Automate Eventbrite event management, attendee tracking, organization discovery, and category browsing through natural language commands
eventee-automation
Automate Eventee tasks via Rube MCP (Composio). Always search tools first for current schemas.
eventzilla-automation
Automate Eventzilla tasks via Rube MCP (Composio). Always search tools first for current schemas.
everhour-automation
Automate Everhour tasks via Rube MCP (Composio). Always search tools first for current schemas.
eversign-automation
Automate Eversign tasks via Rube MCP (Composio). Always search tools first for current schemas.
exa-automation
Automate Exa tasks via Rube MCP (Composio). Always search tools first for current schemas.
excel-automation
Excel Automation: create workbooks, manage worksheets, read/write cell data, and format spreadsheets via Microsoft Excel and Google Sheets integration
exist-automation
Automate Exist tasks via Rube MCP (Composio). Always search tools first for current schemas.
expofp-automation
Automate Expofp tasks via Rube MCP (Composio). Always search tools first for current schemas.
extracta-ai-automation
Automate Extracta AI tasks via Rube MCP (Composio). Always search tools first for current schemas.
facebook-automation
Automate Facebook Page management including post creation, scheduling, video uploads, Messenger conversations, and audience engagement via Composio
faceup-automation
Automate Faceup tasks via Rube MCP (Composio). Always search tools first for current schemas.
factorial-automation
Automate Factorial tasks via Rube MCP (Composio). Always search tools first for current schemas.
feathery-automation
Automate Feathery tasks via Rube MCP (Composio). Always search tools first for current schemas.
felt-automation
Automate Felt tasks via Rube MCP (Composio). Always search tools first for current schemas.
fibery-automation
Automate Fibery tasks via Rube MCP (Composio). Always search tools first for current schemas.
fidel-api-automation
Automate Fidel API tasks via Rube MCP (Composio). Always search tools first for current schemas.
files-com-automation
Automate Files Com tasks via Rube MCP (Composio). Always search tools first for current schemas.
fillout-forms-automation
Automate Fillout tasks via Rube MCP (Composio). Always search tools first for current schemas.
fillout_forms-automation
Automate Fillout tasks via Rube MCP (Composio): forms, submissions, workflows, and form builder. Always search tools first for current schemas.
finage-automation
Automate Finage tasks via Rube MCP (Composio). Always search tools first for current schemas.
findymail-automation
Automate Findymail tasks via Rube MCP (Composio). Always search tools first for current schemas.
finerworks-automation
Automate Finerworks tasks via Rube MCP (Composio). Always search tools first for current schemas.
fingertip-automation
Automate Fingertip tasks via Rube MCP (Composio). Always search tools first for current schemas.
finmei-automation
Automate Finmei tasks via Rube MCP (Composio). Always search tools first for current schemas.
fireberry-automation
Automate Fireberry tasks via Rube MCP (Composio). Always search tools first for current schemas.
firecrawl-automation
Automate web crawling and data extraction with Firecrawl -- scrape pages, crawl sites, extract structured data, batch scrape URLs, and map website structures through the Composio Firecrawl integration.
fireflies-automation
Automate Fireflies tasks via Rube MCP (Composio). Always search tools first for current schemas.
firmao-automation
Automate Firmao tasks via Rube MCP (Composio). Always search tools first for current schemas.
fitbit-automation
Automate Fitbit tasks via Rube MCP (Composio). Always search tools first for current schemas.
fixer-automation
Automate Fixer tasks via Rube MCP (Composio). Always search tools first for current schemas.
fixer-io-automation
Automate Fixer IO tasks via Rube MCP (Composio). Always search tools first for current schemas.
flexisign-automation
Automate Flexisign tasks via Rube MCP (Composio). Always search tools first for current schemas.
flowiseai-automation
Automate Flowiseai tasks via Rube MCP (Composio). Always search tools first for current schemas.
flutterwave-automation
Automate Flutterwave tasks via Rube MCP (Composio). Always search tools first for current schemas.
fluxguard-automation
Automate Fluxguard tasks via Rube MCP (Composio). Always search tools first for current schemas.
folk-automation
Automate Folk tasks via Rube MCP (Composio). Always search tools first for current schemas.
fomo-automation
Automate Fomo tasks via Rube MCP (Composio). Always search tools first for current schemas.
forcemanager-automation
Automate Forcemanager tasks via Rube MCP (Composio). Always search tools first for current schemas.
formbricks-automation
Automate Formbricks tasks via Rube MCP (Composio). Always search tools first for current schemas.
formcarry-automation
Automate Formcarry tasks via Rube MCP (Composio). Always search tools first for current schemas.
formdesk-automation
Automate Formdesk tasks via Rube MCP (Composio). Always search tools first for current schemas.
formsite-automation
Automate Formsite tasks via Rube MCP (Composio). Always search tools first for current schemas.
foursquare-automation
Automate Foursquare tasks via Rube MCP (Composio). Always search tools first for current schemas.
fraudlabs-pro-automation
Automate Fraudlabs Pro tasks via Rube MCP (Composio). Always search tools first for current schemas.
freshbooks-automation
FreshBooks Automation: manage businesses, projects, time tracking, and billing in FreshBooks cloud accounting
front-automation
Automate Front tasks via Rube MCP (Composio). Always search tools first for current schemas.
fullenrich-automation
Automate Fullenrich tasks via Rube MCP (Composio). Always search tools first for current schemas.
gagelist-automation
Automate Gagelist tasks via Rube MCP (Composio). Always search tools first for current schemas.
gamma-automation
Automate Gamma tasks via Rube MCP (Composio). Always search tools first for current schemas.
gan-ai-automation
Automate Gan AI tasks via Rube MCP (Composio). Always search tools first for current schemas.
gatherup-automation
Automate Gatherup tasks via Rube MCP (Composio). Always search tools first for current schemas.
gemini-automation
Automate Gemini tasks via Rube MCP (Composio). Always search tools first for current schemas.
gender-api-automation
Automate Gender API tasks via Rube MCP (Composio). Always search tools first for current schemas.
genderapi-io-automation
Automate Genderapi IO tasks via Rube MCP (Composio). Always search tools first for current schemas.
genderize-automation
Automate Genderize tasks via Rube MCP (Composio). Always search tools first for current schemas.
geoapify-automation
Automate Geoapify tasks via Rube MCP (Composio). Always search tools first for current schemas.
geocodio-automation
Automate Geocodio tasks via Rube MCP (Composio). Always search tools first for current schemas.
geokeo-automation
Automate Geokeo tasks via Rube MCP (Composio). Always search tools first for current schemas.
getform-automation
Automate Getform tasks via Rube MCP (Composio). Always search tools first for current schemas.
gift-up-automation
Automate Gift Up tasks via Rube MCP (Composio). Always search tools first for current schemas.
gigasheet-automation
Automate Gigasheet tasks via Rube MCP (Composio). Always search tools first for current schemas.
giphy-automation
Automate Giphy tasks via Rube MCP (Composio). Always search tools first for current schemas.
gist-automation
Automate Gist tasks via Rube MCP (Composio). Always search tools first for current schemas.
givebutter-automation
Automate Givebutter tasks via Rube MCP (Composio). Always search tools first for current schemas.
gladia-automation
Automate Gladia tasks via Rube MCP (Composio). Always search tools first for current schemas.
gleap-automation
Automate Gleap tasks via Rube MCP (Composio). Always search tools first for current schemas.
globalping-automation
Automate Globalping tasks via Rube MCP (Composio). Always search tools first for current schemas.
go-to-webinar-automation
Automate GoToWebinar tasks via Rube MCP (Composio). Always search tools first for current schemas.
godial-automation
Automate Godial tasks via Rube MCP (Composio). Always search tools first for current schemas.
gong-automation
Automate Gong conversation intelligence -- retrieve call recordings, transcripts, detailed analytics, speaker stats, and workspace data -- using natural language through the Composio MCP integration.
goodbits-automation
Automate Goodbits tasks via Rube MCP (Composio). Always search tools first for current schemas.
goody-automation
Automate Goody tasks via Rube MCP (Composio). Always search tools first for current schemas.
google-address-validation-automation
Automate Google Address Validation tasks via Rube MCP (Composio). Always search tools first for current schemas.
google-admin-automation
Automate Google Workspace Admin tasks via Rube MCP (Composio): manage users, groups, memberships, suspend accounts, create users, add aliases. Always search tools first for current schemas.
google-classroom-automation
Automate Google Classroom tasks via Rube MCP (Composio). Always search tools first for current schemas.
google-cloud-vision-automation
Automate Google Cloud Vision tasks via Rube MCP (Composio). Always search tools first for current schemas.
google-maps-automation
Automate Google Maps tasks via Rube MCP (Composio): geocode addresses, search places, get directions, compute route matrices, reverse geocode, autocomplete, get place details. Always search tools first for current schemas.
google-search-console-automation
Automate Google Search Console tasks via Rube MCP (Composio): query search analytics, list sites, inspect URLs, submit sitemaps, monitor search performance. Always search tools first for current schemas.
google_admin-automation
Automate Google Admin tasks via Rube MCP (Composio): user management, org units, groups, and domain administration. Always search tools first for current schemas.
google_classroom-automation
Automate Google Classroom tasks via Rube MCP (Composio): course management, assignments, student rosters, and announcements. Always search tools first for current schemas.
google_maps-automation
Automate Google Maps tasks via Rube MCP (Composio): geocoding, directions, place search, and distance calculations. Always search tools first for current schemas.
google_search_console-automation
Automate Google Search Console tasks via Rube MCP (Composio): search performance, URL inspection, sitemaps, and indexing status. Always search tools first for current schemas.
googleads-automation
Automate Google Ads analytics tasks via Rube MCP (Composio): list Google Ads links, run GA4 reports, check compatibility, list properties and accounts. Always search tools first for current schemas.
googlebigquery-automation
Automate Google BigQuery tasks via Rube MCP (Composio): run SQL queries, explore datasets and metadata, execute MBQL queries via Metabase integration. Always search tools first for current schemas.
googlecalendar-automation
Automate Google Calendar tasks via Rube MCP (Composio). Always search tools first for current schemas.
googledocs-automation
Automate Google Docs tasks via Rube MCP (Composio): create, edit, search, export, copy, and update documents. Always search tools first for current schemas.
googledrive-automation
Automate Google Drive tasks via Rube MCP (Composio). Always search tools first for current schemas.
googlemeet-automation
Automate Google Meet tasks via Rube MCP (Composio): create Meet spaces, schedule video conferences via Calendar events, manage meeting access. Always search tools first for current schemas.
googlephotos-automation
Automate Google Photos tasks via Rube MCP (Composio): upload media, manage albums, search photos, batch add items, create and update albums. Always search tools first for current schemas.
googleslides-automation
Automate Google Slides tasks via Rube MCP (Composio): create presentations, add slides from Markdown, batch update, copy from templates, get thumbnails. Always search tools first for current schemas.
googlesuper-automation
Automate Google Super tasks via Rube MCP (Composio). Always search tools first for current schemas.
googletasks-automation
Automate Google Tasks via Rube MCP (Composio): create, list, update, delete, move, and bulk-insert tasks and task lists. Always search tools first for current schemas.
gorgias-automation
Automate e-commerce customer support workflows in Gorgias -- manage tickets, customers, tags, and teams through natural language commands.
gosquared-automation
Automate Gosquared tasks via Rube MCP (Composio). Always search tools first for current schemas.
grafbase-automation
Automate Grafbase tasks via Rube MCP (Composio). Always search tools first for current schemas.
graphhopper-automation
Automate Graphhopper tasks via Rube MCP (Composio). Always search tools first for current schemas.
griptape-automation
Automate Griptape tasks via Rube MCP (Composio). Always search tools first for current schemas.
grist-automation
Automate Grist tasks via Rube MCP (Composio). Always search tools first for current schemas.
groqcloud-automation
Automate AI inference, chat completions, audio translation, and TTS voice management through GroqCloud's high-performance API via Composio
gumroad-automation
Automate Gumroad product management, sales tracking, license verification, and webhook subscriptions using natural language through the Composio MCP integration.
habitica-automation
Automate Habitica tasks via Rube MCP (Composio). Always search tools first for current schemas.
hackernews-automation
Automate Hackernews tasks via Rube MCP (Composio). Always search tools first for current schemas.
happy-scribe-automation
Automate Happy Scribe tasks via Rube MCP (Composio). Always search tools first for current schemas.
harvest-automation
Automate time tracking, project management, and invoicing workflows in Harvest -- log hours, manage projects, clients, and tasks through natural language commands.
hashnode-automation
Automate Hashnode tasks via Rube MCP (Composio). Always search tools first for current schemas.
helcim-automation
Automate Helcim tasks via Rube MCP (Composio). Always search tools first for current schemas.
helloleads-automation
Automate Helloleads tasks via Rube MCP (Composio). Always search tools first for current schemas.
helpwise-automation
Automate Helpwise tasks via Rube MCP (Composio). Always search tools first for current schemas.
here-automation
Automate Here tasks via Rube MCP (Composio). Always search tools first for current schemas.
heygen-automation
Automate AI video generation, avatar browsing, template-based video creation, and video status tracking through HeyGen's platform via Composio
heyreach-automation
Automate Heyreach tasks via Rube MCP (Composio). Always search tools first for current schemas.
heyzine-automation
Automate Heyzine tasks via Rube MCP (Composio). Always search tools first for current schemas.
highergov-automation
Automate Highergov tasks via Rube MCP (Composio). Always search tools first for current schemas.
highlevel-automation
Automate Highlevel tasks via Rube MCP (Composio). Always search tools first for current schemas.
honeybadger-automation
Automate Honeybadger tasks via Rube MCP (Composio). Always search tools first for current schemas.
honeyhive-automation
Automate Honeyhive tasks via Rube MCP (Composio). Always search tools first for current schemas.
hookdeck-automation
Automate Hookdeck tasks via Rube MCP (Composio). Always search tools first for current schemas.
hotspotsystem-automation
Automate Hotspotsystem tasks via Rube MCP (Composio). Always search tools first for current schemas.
html-to-image-automation
Automate Html To Image tasks via Rube MCP (Composio). Always search tools first for current schemas.
humanitix-automation
Automate Humanitix tasks via Rube MCP (Composio). Always search tools first for current schemas.
humanloop-automation
Automate Humanloop tasks via Rube MCP (Composio). Always search tools first for current schemas.
hunter-automation
Automate Hunter.io email intelligence -- search domains for email addresses, find specific contacts, verify email deliverability, manage leads, and monitor account usage -- using natural language through the Composio MCP integration.
hypeauditor-automation
Automate Hypeauditor tasks via Rube MCP (Composio). Always search tools first for current schemas.
hyperbrowser-automation
Automate Hyperbrowser tasks via Rube MCP (Composio). Always search tools first for current schemas.
hyperise-automation
Automate Hyperise tasks via Rube MCP (Composio). Always search tools first for current schemas.
hystruct-automation
Automate Hystruct tasks via Rube MCP (Composio). Always search tools first for current schemas.
icims-talent-cloud-automation
Automate Icims Talent Cloud tasks via Rube MCP (Composio). Always search tools first for current schemas.
icypeas-automation
Automate Icypeas tasks via Rube MCP (Composio). Always search tools first for current schemas.
idea-scale-automation
Automate Idea Scale tasks via Rube MCP (Composio). Always search tools first for current schemas.
identitycheck-automation
Automate Identitycheck tasks via Rube MCP (Composio). Always search tools first for current schemas.
ignisign-automation
Automate Ignisign tasks via Rube MCP (Composio). Always search tools first for current schemas.
imagekit-io-automation
Automate Imagekit IO tasks via Rube MCP (Composio). Always search tools first for current schemas.
imgbb-automation
Automate Imgbb tasks via Rube MCP (Composio). Always search tools first for current schemas.
imgix-automation
Automate Imgix tasks via Rube MCP (Composio). Always search tools first for current schemas.
influxdb-cloud-automation
Automate Influxdb Cloud tasks via Rube MCP (Composio). Always search tools first for current schemas.
insighto-ai-automation
Automate Insighto AI tasks via Rube MCP (Composio). Always search tools first for current schemas.
instacart-automation
Automate Instacart tasks via Rube MCP (Composio). Always search tools first for current schemas.
instantly-automation
Automate Instantly cold email outreach -- manage campaigns, sending accounts, lead lists, bulk lead imports, and campaign analytics -- using natural language through the Composio MCP integration.
intelliprint-automation
Automate Intelliprint tasks via Rube MCP (Composio). Always search tools first for current schemas.
interzoid-automation
Automate Interzoid tasks via Rube MCP (Composio). Always search tools first for current schemas.
ip2location-automation
Automate Ip2location tasks via Rube MCP (Composio). Always search tools first for current schemas.
ip2location-io-automation
Automate Ip2location IO tasks via Rube MCP (Composio). Always search tools first for current schemas.
ip2proxy-automation
Automate Ip2proxy tasks via Rube MCP (Composio). Always search tools first for current schemas.
ip2whois-automation
Automate Ip2whois tasks via Rube MCP (Composio). Always search tools first for current schemas.
ipdata-co-automation
Automate Ipdata co tasks via Rube MCP (Composio). Always search tools first for current schemas.
ipinfo-io-automation
Automate Ipinfo IO tasks via Rube MCP (Composio). Always search tools first for current schemas.
iqair-airvisual-automation
Automate Iqair Airvisual tasks via Rube MCP (Composio). Always search tools first for current schemas.
jigsawstack-automation
Automate Jigsawstack tasks via Rube MCP (Composio). Always search tools first for current schemas.
jobnimbus-automation
Automate Jobnimbus tasks via Rube MCP (Composio). Always search tools first for current schemas.
jotform-automation
Automate Jotform form listing, user management, activity history, folder organization, and plan inspection through natural language commands
jumpcloud-automation
Automate Jumpcloud tasks via Rube MCP (Composio). Always search tools first for current schemas.
junglescout-automation
Automate Junglescout tasks via Rube MCP (Composio). Always search tools first for current schemas.
kadoa-automation
Automate Kadoa tasks via Rube MCP (Composio). Always search tools first for current schemas.
kaggle-automation
Automate Kaggle tasks via Rube MCP (Composio). Always search tools first for current schemas.
kaleido-automation
Automate Kaleido tasks via Rube MCP (Composio). Always search tools first for current schemas.
keap-automation
Automate Keap tasks via Rube MCP (Composio). Always search tools first for current schemas.
keen-io-automation
Automate Keen IO tasks via Rube MCP (Composio). Always search tools first for current schemas.
kickbox-automation
Automate Kickbox tasks via Rube MCP (Composio). Always search tools first for current schemas.
kit-automation
Automate Kit tasks via Rube MCP (Composio). Always search tools first for current schemas.
klipfolio-automation
Automate Klipfolio tasks via Rube MCP (Composio). Always search tools first for current schemas.
ko-fi-automation
Automate Ko Fi tasks via Rube MCP (Composio). Always search tools first for current schemas.
kommo-automation
Automate Kommo CRM operations -- manage leads, pipelines, pipeline stages, tasks, and custom fields -- using natural language through the Composio MCP integration.
kontent-ai-automation
Automate Kontent AI tasks via Rube MCP (Composio). Always search tools first for current schemas.
kraken-io-automation
Automate Kraken IO tasks via Rube MCP (Composio). Always search tools first for current schemas.
l2s-automation
Automate L2s tasks via Rube MCP (Composio). Always search tools first for current schemas.
labs64-netlicensing-automation
Automate Labs64 Netlicensing tasks via Rube MCP (Composio). Always search tools first for current schemas.
landbot-automation
Automate Landbot tasks via Rube MCP (Composio). Always search tools first for current schemas.
langbase-automation
Automate Langbase tasks via Rube MCP (Composio). Always search tools first for current schemas.
lastpass-automation
Automate Lastpass tasks via Rube MCP (Composio). Always search tools first for current schemas.
launch_darkly-automation
Automate LaunchDarkly tasks via Rube MCP (Composio): feature flags, environments, segments, and rollout management. Always search tools first for current schemas.
launchdarkly-automation
Automate LaunchDarkly feature flag management -- list projects and environments, create and delete trigger workflows, and track code references via the Composio MCP integration.
leadfeeder-automation
Automate Leadfeeder tasks via Rube MCP (Composio). Always search tools first for current schemas.
leadoku-automation
Automate Leadoku tasks via Rube MCP (Composio). Always search tools first for current schemas.
leiga-automation
Automate Leiga tasks via Rube MCP (Composio). Always search tools first for current schemas.
lemlist-automation
Automate Lemlist multichannel outreach -- manage campaigns, enroll leads, add personalization variables, export campaign data, and handle unsubscribes via the Composio MCP integration.
lemon-squeezy-automation
Automate Lemon Squeezy store management -- products, orders, subscriptions, customers, discounts, and checkout tracking -- using natural language through the Composio MCP integration.
lemon_squeezy-automation
Automate Lemon Squeezy tasks via Rube MCP (Composio): products, orders, subscriptions, checkouts, and digital sales. Always search tools first for current schemas.
lessonspace-automation
Automate Lessonspace tasks via Rube MCP (Composio). Always search tools first for current schemas.
lever-automation
Automate recruiting workflows in Lever ATS -- manage opportunities, job postings, requisitions, pipeline stages, and candidate tags through the Composio Lever integration.
lever-sandbox-automation
Automate Lever Sandbox tasks via Rube MCP (Composio). Always search tools first for current schemas.
leverly-automation
Automate Leverly tasks via Rube MCP (Composio). Always search tools first for current schemas.
lexoffice-automation
Automate Lexoffice tasks via Rube MCP (Composio). Always search tools first for current schemas.
linguapop-automation
Automate Linguapop tasks via Rube MCP (Composio). Always search tools first for current schemas.
linkhut-automation
Automate Linkhut tasks via Rube MCP (Composio). Always search tools first for current schemas.
linkup-automation
Automate Linkup tasks via Rube MCP (Composio). Always search tools first for current schemas.
listclean-automation
Automate Listclean tasks via Rube MCP (Composio). Always search tools first for current schemas.
listennotes-automation
Automate Listennotes tasks via Rube MCP (Composio). Always search tools first for current schemas.
livesession-automation
Automate Livesession tasks via Rube MCP (Composio). Always search tools first for current schemas.
lmnt-automation
Automate Lmnt tasks via Rube MCP (Composio). Always search tools first for current schemas.
lodgify-automation
Automate Lodgify tasks via Rube MCP (Composio). Always search tools first for current schemas.
logo-dev-automation
Automate Logo Dev tasks via Rube MCP (Composio). Always search tools first for current schemas.
loomio-automation
Automate Loomio tasks via Rube MCP (Composio). Always search tools first for current schemas.
loyverse-automation
Automate Loyverse tasks via Rube MCP (Composio). Always search tools first for current schemas.
magnetic-automation
Automate Magnetic tasks via Rube MCP (Composio). Always search tools first for current schemas.
mailbluster-automation
Automate Mailbluster tasks via Rube MCP (Composio). Always search tools first for current schemas.
mailboxlayer-automation
Automate Mailboxlayer tasks via Rube MCP (Composio). Always search tools first for current schemas.
mailcheck-automation
Automate Mailcheck tasks via Rube MCP (Composio). Always search tools first for current schemas.
mailcoach-automation
Automate Mailcoach tasks via Rube MCP (Composio). Always search tools first for current schemas.
mailerlite-automation
Automate email marketing workflows including subscriber management, campaign analytics, group segmentation, and account monitoring through MailerLite via Composio
mailersend-automation
Automate Mailersend tasks via Rube MCP (Composio). Always search tools first for current schemas.
mails-so-automation
Automate Mails So tasks via Rube MCP (Composio). Always search tools first for current schemas.
mailsoftly-automation
Automate Mailsoftly tasks via Rube MCP (Composio). Always search tools first for current schemas.
maintainx-automation
Automate Maintainx tasks via Rube MCP (Composio). Always search tools first for current schemas.
many-chat-automation
Automate ManyChat tasks via Rube MCP (Composio). Always search tools first for current schemas.
many_chat-automation
Automate ManyChat tasks via Rube MCP (Composio): chatbot flows, subscribers, broadcasts, and messenger automation. Always search tools first for current schemas.
mapbox-automation
Automate Mapbox tasks via Rube MCP (Composio). Always search tools first for current schemas.
mapulus-automation
Automate Mapulus tasks via Rube MCP (Composio). Always search tools first for current schemas.
mboum-automation
Automate Mboum tasks via Rube MCP (Composio). Always search tools first for current schemas.
melo-automation
Automate Melo tasks via Rube MCP (Composio). Always search tools first for current schemas.
mem-automation
Automate Mem tasks via Rube MCP (Composio). Always search tools first for current schemas.
mem0-automation
Automate Mem0 tasks via Rube MCP (Composio). Always search tools first for current schemas.
memberspot-automation
Automate Memberspot tasks via Rube MCP (Composio). Always search tools first for current schemas.
memberstack-automation
Automate Memberstack tasks via Rube MCP (Composio). Always search tools first for current schemas.
membervault-automation
Automate Membervault tasks via Rube MCP (Composio). Always search tools first for current schemas.
metaads-automation
Automate Metaads tasks via Rube MCP (Composio). Always search tools first for current schemas.
metaphor-automation
Automate Metaphor tasks via Rube MCP (Composio). Always search tools first for current schemas.
mezmo-automation
Automate Mezmo tasks via Rube MCP (Composio). Always search tools first for current schemas.
microsoft-clarity-automation
Automate user behavior analytics with Microsoft Clarity -- export heatmap data, session metrics, and engagement analytics segmented by browser, device, country, source, and more through the Composio Microsoft Clarity integration.
microsoft-tenant-automation
Automate Microsoft Tenant tasks via Rube MCP (Composio). Always search tools first for current schemas.
microsoft_clarity-automation
Automate Microsoft Clarity tasks via Rube MCP (Composio): session recordings, heatmaps, and user behavior analytics. Always search tools first for current schemas.
minerstat-automation
Automate Minerstat tasks via Rube MCP (Composio). Always search tools first for current schemas.
missive-automation
Automate Missive tasks via Rube MCP (Composio). Always search tools first for current schemas.
mistral-ai-automation
Automate Mistral AI operations -- manage files and libraries, upload documents for fine-tuning, batch processing, and OCR, track fine-tuning jobs, and build RAG pipelines via the Composio MCP integration.
mistral_ai-automation
Automate Mistral AI tasks via Rube MCP (Composio): completions, embeddings, fine-tuning, and model management. Always search tools first for current schemas.
mocean-automation
Automate Mocean tasks via Rube MCP (Composio). Always search tools first for current schemas.
moco-automation
Automate Moco tasks via Rube MCP (Composio). Always search tools first for current schemas.
modelry-automation
Automate Modelry tasks via Rube MCP (Composio). Always search tools first for current schemas.
moneybird-automation
Automate Moneybird tasks via Rube MCP (Composio). Always search tools first for current schemas.
moonclerk-automation
Automate Moonclerk tasks via Rube MCP (Composio). Always search tools first for current schemas.
moosend-automation
Automate Moosend tasks via Rube MCP (Composio). Always search tools first for current schemas.
mopinion-automation
Automate Mopinion tasks via Rube MCP (Composio). Always search tools first for current schemas.
more-trees-automation
Automate More Trees tasks via Rube MCP (Composio). Always search tools first for current schemas.
moxie-automation
Automate Moxie tasks via Rube MCP (Composio). Always search tools first for current schemas.
moz-automation
Automate Moz tasks via Rube MCP (Composio). Always search tools first for current schemas.
msg91-automation
Automate Msg91 tasks via Rube MCP (Composio). Always search tools first for current schemas.
mural-automation
Automate Mural tasks via Rube MCP (Composio). Always search tools first for current schemas.
mx-technologies-automation
Automate MX Technologies tasks via Rube MCP (Composio). Always search tools first for current schemas.
mx-toolbox-automation
Automate Mx Toolbox tasks via Rube MCP (Composio). Always search tools first for current schemas.
nango-automation
Automate Nango tasks via Rube MCP (Composio). Always search tools first for current schemas.
nano-nets-automation
Automate Nano Nets tasks via Rube MCP (Composio). Always search tools first for current schemas.
nasa-automation
Automate Nasa tasks via Rube MCP (Composio). Always search tools first for current schemas.
nasdaq-automation
Automate Nasdaq tasks via Rube MCP (Composio). Always search tools first for current schemas.
ncscale-automation
Automate Ncscale tasks via Rube MCP (Composio). Always search tools first for current schemas.
needle-automation
Automate Needle tasks via Rube MCP (Composio). Always search tools first for current schemas.
neon-automation
Automate Neon serverless Postgres operations -- manage projects, branches, databases, roles, and connection URIs via the Composio MCP integration.
netsuite-automation
NetSuite Automation: manage customers, sales orders, invoices, inventory, and records via Oracle NetSuite ERP with SuiteQL queries
neuronwriter-automation
Automate Neuronwriter tasks via Rube MCP (Composio). Always search tools first for current schemas.
neutrino-automation
Automate Neutrino tasks via Rube MCP (Composio). Always search tools first for current schemas.
neverbounce-automation
Automate Neverbounce tasks via Rube MCP (Composio). Always search tools first for current schemas.
new-relic-automation
Automate New Relic observability workflows -- manage alert policies, notification channels, alert conditions, and monitor applications and browser apps via the Composio MCP integration.
new_relic-automation
Automate New Relic tasks via Rube MCP (Composio): APM, alerts, dashboards, NRQL queries, and infrastructure monitoring. Always search tools first for current schemas.
news-api-automation
Automate News API tasks via Rube MCP (Composio). Always search tools first for current schemas.
nextdns-automation
Automate Nextdns tasks via Rube MCP (Composio). Always search tools first for current schemas.
ngrok-automation
Automate Ngrok tasks via Rube MCP (Composio). Always search tools first for current schemas.
ninox-automation
Automate Ninox tasks via Rube MCP (Composio). Always search tools first for current schemas.
nocrm-io-automation
Automate Nocrm IO tasks via Rube MCP (Composio). Always search tools first for current schemas.
npm-automation
Automate NPM tasks via Rube MCP (Composio). Always search tools first for current schemas.
ocr-web-service-automation
Automate OCR Web Service tasks via Rube MCP (Composio). Always search tools first for current schemas.
ocrspace-automation
Automate Ocrspace tasks via Rube MCP (Composio). Always search tools first for current schemas.
omnisend-automation
Automate ecommerce marketing workflows including contact management, bulk operations, and subscriber segmentation through Omnisend via Composio
oncehub-automation
Automate Oncehub tasks via Rube MCP (Composio). Always search tools first for current schemas.
onedesk-automation
Automate Onedesk tasks via Rube MCP (Composio). Always search tools first for current schemas.
onepage-automation
Automate Onepage tasks via Rube MCP (Composio). Always search tools first for current schemas.
onesignal-rest-api-automation
Automate OneSignal tasks via Rube MCP (Composio). Always search tools first for current schemas.
onesignal-user-auth-automation
Automate Onesignal User Auth tasks via Rube MCP (Composio). Always search tools first for current schemas.
onesignal_rest_api-automation
Automate OneSignal tasks via Rube MCP (Composio): push notifications, segments, templates, and messaging. Always search tools first for current schemas.
open-sea-automation
Automate Open Sea tasks via Rube MCP (Composio). Always search tools first for current schemas.
openai-automation
Automate OpenAI API operations -- generate responses with multimodal and structured output support, create embeddings, generate images, and list models via the Composio MCP integration.
opencage-automation
Automate Opencage tasks via Rube MCP (Composio). Always search tools first for current schemas.
opengraph-io-automation
Automate Opengraph IO tasks via Rube MCP (Composio). Always search tools first for current schemas.
openperplex-automation
Automate Openperplex tasks via Rube MCP (Composio). Always search tools first for current schemas.
openrouter-automation
Automate Openrouter tasks via Rube MCP (Composio). Always search tools first for current schemas.
openweather-api-automation
Automate Openweather API tasks via Rube MCP (Composio). Always search tools first for current schemas.
optimoroute-automation
Automate Optimoroute tasks via Rube MCP (Composio). Always search tools first for current schemas.
owl-protocol-automation
Automate Owl Protocol tasks via Rube MCP (Composio). Always search tools first for current schemas.
page-x-automation
Automate Page X tasks via Rube MCP (Composio). Always search tools first for current schemas.
pandadoc-automation
Automate document workflows with PandaDoc -- create documents from files, manage contacts, organize folders, set up webhooks, create templates, and track document status through the Composio PandaDoc integration.
paradym-automation
Automate Paradym tasks via Rube MCP (Composio). Always search tools first for current schemas.
parallel-automation
Automate Parallel tasks via Rube MCP (Composio). Always search tools first for current schemas.
parma-automation
Automate Parma tasks via Rube MCP (Composio). Always search tools first for current schemas.
parsehub-automation
Automate Parsehub tasks via Rube MCP (Composio). Always search tools first for current schemas.
parsera-automation
Automate Parsera tasks via Rube MCP (Composio). Always search tools first for current schemas.
parseur-automation
Automate Parseur tasks via Rube MCP (Composio). Always search tools first for current schemas.
passcreator-automation
Automate Passcreator tasks via Rube MCP (Composio). Always search tools first for current schemas.
passslot-automation
Automate Passslot tasks via Rube MCP (Composio). Always search tools first for current schemas.
payhip-automation
Automate Payhip tasks via Rube MCP (Composio). Always search tools first for current schemas.
pdf-api-io-automation
Automate PDF API IO tasks via Rube MCP (Composio). Always search tools first for current schemas.
pdf-co-automation
Automate PDF co tasks via Rube MCP (Composio). Always search tools first for current schemas.
pdf4me-automation
Automate Pdf4me tasks via Rube MCP (Composio). Always search tools first for current schemas.
pdfless-automation
Automate Pdfless tasks via Rube MCP (Composio). Always search tools first for current schemas.
pdfmonkey-automation
Automate Pdfmonkey tasks via Rube MCP (Composio). Always search tools first for current schemas.
peopledatalabs-automation
Automate Peopledatalabs tasks via Rube MCP (Composio). Always search tools first for current schemas.
perigon-automation
Automate Perigon tasks via Rube MCP (Composio). Always search tools first for current schemas.
perplexityai-automation
Automate Perplexityai tasks via Rube MCP (Composio). Always search tools first for current schemas.
persistiq-automation
Automate Persistiq tasks via Rube MCP (Composio). Always search tools first for current schemas.
pexels-automation
Automate Pexels tasks via Rube MCP (Composio). Always search tools first for current schemas.
phantombuster-automation
Automate lead generation, web scraping, and social media data extraction workflows through PhantomBuster's cloud platform via Composio
piggy-automation
Automate Piggy tasks via Rube MCP (Composio). Always search tools first for current schemas.
piloterr-automation
Automate Piloterr tasks via Rube MCP (Composio). Always search tools first for current schemas.
pilvio-automation
Automate Pilvio tasks via Rube MCP (Composio). Always search tools first for current schemas.
pingdom-automation
Automate Pingdom tasks via Rube MCP (Composio). Always search tools first for current schemas.
pipeline-crm-automation
Automate Pipeline CRM tasks via Rube MCP (Composio). Always search tools first for current schemas.
placekey-automation
Automate Placekey tasks via Rube MCP (Composio). Always search tools first for current schemas.
placid-automation
Automate Placid tasks via Rube MCP (Composio). Always search tools first for current schemas.
plain-automation
Automate Plain tasks via Rube MCP (Composio). Always search tools first for current schemas.
plasmic-automation
Automate Plasmic tasks via Rube MCP (Composio). Always search tools first for current schemas.
platerecognizer-automation
Automate Platerecognizer tasks via Rube MCP (Composio). Always search tools first for current schemas.
plisio-automation
Automate Plisio tasks via Rube MCP (Composio). Always search tools first for current schemas.
polygon-automation
Automate Polygon tasks via Rube MCP (Composio). Always search tools first for current schemas.
polygon-io-automation
Automate Polygon IO tasks via Rube MCP (Composio). Always search tools first for current schemas.
poptin-automation
Automate Poptin tasks via Rube MCP (Composio). Always search tools first for current schemas.
postgrid-automation
Automate Postgrid tasks via Rube MCP (Composio). Always search tools first for current schemas.
postgrid-verify-automation
Automate Postgrid Verify tasks via Rube MCP (Composio). Always search tools first for current schemas.
precoro-automation
Automate Precoro tasks via Rube MCP (Composio). Always search tools first for current schemas.
prerender-automation
Automate Prerender tasks via Rube MCP (Composio). Always search tools first for current schemas.
printautopilot-automation
Automate Printautopilot tasks via Rube MCP (Composio). Always search tools first for current schemas.
prisma-automation
Automate Prisma tasks via Rube MCP (Composio). Always search tools first for current schemas.
prismic-automation
Automate headless CMS operations in Prismic -- query documents, search content, retrieve custom types, and manage repository refs through the Composio Prismic integration.
process-street-automation
Automate Process Street tasks via Rube MCP (Composio). Always search tools first for current schemas.
procfu-automation
Automate Procfu tasks via Rube MCP (Composio). Always search tools first for current schemas.
productboard-automation
Automate product management workflows in Productboard -- manage features, notes, objectives, components, and releases through natural language commands.
productlane-automation
Automate Productlane tasks via Rube MCP (Composio). Always search tools first for current schemas.
project-bubble-automation
Automate Project Bubble tasks via Rube MCP (Composio). Always search tools first for current schemas.
proofly-automation
Automate Proofly tasks via Rube MCP (Composio). Always search tools first for current schemas.
proxiedmail-automation
Automate Proxiedmail tasks via Rube MCP (Composio). Always search tools first for current schemas.
pushbullet-automation
Automate Pushbullet tasks via Rube MCP (Composio). Always search tools first for current schemas.
pushover-automation
Automate Pushover tasks via Rube MCP (Composio). Always search tools first for current schemas.
quaderno-automation
Automate Quaderno tasks via Rube MCP (Composio). Always search tools first for current schemas.
qualaroo-automation
Automate Qualaroo tasks via Rube MCP (Composio). Always search tools first for current schemas.
quickbooks-automation
QuickBooks Automation: manage invoices, customers, accounts, and payments in QuickBooks Online for streamlined bookkeeping
radar-automation
Automate Radar tasks via Rube MCP (Composio). Always search tools first for current schemas.
rafflys-automation
Automate Rafflys tasks via Rube MCP (Composio). Always search tools first for current schemas.
ragic-automation
Automate Ragic tasks via Rube MCP (Composio). Always search tools first for current schemas.
raisely-automation
Automate Raisely tasks via Rube MCP (Composio). Always search tools first for current schemas.
ramp-automation
Ramp Automation: manage corporate card transactions, reimbursements, users, and expense tracking via the Ramp platform
ravenseotools-automation
Automate Ravenseotools tasks via Rube MCP (Composio). Always search tools first for current schemas.
re-amaze-automation
Automate Re Amaze tasks via Rube MCP (Composio). Always search tools first for current schemas.
realphonevalidation-automation
Automate Realphonevalidation tasks via Rube MCP (Composio). Always search tools first for current schemas.
recallai-automation
Automate Recallai tasks via Rube MCP (Composio). Always search tools first for current schemas.
recruitee-automation
Automate Recruitee tasks via Rube MCP (Composio). Always search tools first for current schemas.
refiner-automation
Automate Refiner tasks via Rube MCP (Composio). Always search tools first for current schemas.
remarkety-automation
Automate Remarkety tasks via Rube MCP (Composio). Always search tools first for current schemas.
remote-retrieval-automation
Automate Remote Retrieval tasks via Rube MCP (Composio). Always search tools first for current schemas.
remove-bg-automation
Automate Remove Bg tasks via Rube MCP (Composio). Always search tools first for current schemas.
renderform-automation
Automate Renderform tasks via Rube MCP (Composio). Always search tools first for current schemas.
repairshopr-automation
Automate Repairshopr tasks via Rube MCP (Composio). Always search tools first for current schemas.
replicate-automation
Automate Replicate AI model operations -- run predictions, upload files, inspect model schemas, list versions, and manage prediction history via the Composio MCP integration.
reply-automation
Automate Reply tasks via Rube MCP (Composio). Always search tools first for current schemas.
reply-io-automation
Automate Reply IO tasks via Rube MCP (Composio). Always search tools first for current schemas.
resend-automation
Automate Resend tasks via Rube MCP (Composio). Always search tools first for current schemas.
respond-io-automation
Automate Respond IO tasks via Rube MCP (Composio). Always search tools first for current schemas.
retailed-automation
Automate Retailed tasks via Rube MCP (Composio). Always search tools first for current schemas.
retellai-automation
Automate Retellai tasks via Rube MCP (Composio). Always search tools first for current schemas.
retently-automation
Automate Retently tasks via Rube MCP (Composio). Always search tools first for current schemas.
rev-ai-automation
Automate Rev AI tasks via Rube MCP (Composio). Always search tools first for current schemas.
revolt-automation
Automate Revolt tasks via Rube MCP (Composio). Always search tools first for current schemas.
ring_central-automation
Automate RingCentral tasks via Rube MCP (Composio): calls, messages, meetings, and unified communications. Always search tools first for current schemas.
ringcentral-automation
RingCentral automation via Rube MCP -- toolkit not currently available in Composio; no RING_CENTRAL_ tools found
rippling-automation
Automate Rippling tasks via Rube MCP (Composio). Always search tools first for current schemas.
ritekit-automation
Automate Ritekit tasks via Rube MCP (Composio). Always search tools first for current schemas.
rkvst-automation
Automate Rkvst tasks via Rube MCP (Composio). Always search tools first for current schemas.
rocketlane-automation
Automate Rocketlane tasks via Rube MCP (Composio). Always search tools first for current schemas.
rootly-automation
Automate Rootly tasks via Rube MCP (Composio). Always search tools first for current schemas.
rosette-text-analytics-automation
Automate Rosette Text Analytics tasks via Rube MCP (Composio). Always search tools first for current schemas.
route4me-automation
Automate Route4me tasks via Rube MCP (Composio). Always search tools first for current schemas.
safetyculture-automation
Automate Safetyculture tasks via Rube MCP (Composio). Always search tools first for current schemas.
sage-automation
Automate Sage tasks via Rube MCP (Composio). Always search tools first for current schemas.
salesforce-marketing-cloud-automation
Automate Salesforce Marketing Cloud tasks via Rube MCP (Composio). Always search tools first for current schemas.
salesforce-service-cloud-automation
Automate Salesforce Service Cloud tasks via Rube MCP (Composio). Always search tools first for current schemas.
salesmate-automation
Automate Salesmate tasks via Rube MCP (Composio). Always search tools first for current schemas.
sap-successfactors-automation
Automate SAP SuccessFactors tasks via Rube MCP (Composio). Always search tools first for current schemas.
satismeter-automation
Automate Satismeter tasks via Rube MCP (Composio). Always search tools first for current schemas.
scrape-do-automation
Automate Scrape Do tasks via Rube MCP (Composio). Always search tools first for current schemas.
scrapegraph-ai-automation
Automate Scrapegraph AI tasks via Rube MCP (Composio). Always search tools first for current schemas.
scrapfly-automation
Automate Scrapfly tasks via Rube MCP (Composio). Always search tools first for current schemas.
scrapingant-automation
Automate Scrapingant tasks via Rube MCP (Composio). Always search tools first for current schemas.
scrapingbee-automation
Automate Scrapingbee tasks via Rube MCP (Composio). Always search tools first for current schemas.
screenshot-fyi-automation
Automate Screenshot Fyi tasks via Rube MCP (Composio). Always search tools first for current schemas.
screenshotone-automation
Automate Screenshotone tasks via Rube MCP (Composio). Always search tools first for current schemas.
seat-geek-automation
Automate Seat Geek tasks via Rube MCP (Composio). Always search tools first for current schemas.
securitytrails-automation
Automate Securitytrails tasks via Rube MCP (Composio). Always search tools first for current schemas.
segmetrics-automation
Automate Segmetrics tasks via Rube MCP (Composio). Always search tools first for current schemas.
seismic-automation
Automate Seismic tasks via Rube MCP (Composio). Always search tools first for current schemas.
semanticscholar-automation
Automate Semanticscholar tasks via Rube MCP (Composio). Always search tools first for current schemas.
semrush-automation
Automate SEO analysis with SEMrush -- research keywords, analyze domain organic rankings, audit backlinks, assess keyword difficulty, and discover related terms through the Composio SEMrush integration.
sendbird-ai-chabot-automation
Automate Sendbird AI Chabot tasks via Rube MCP (Composio). Always search tools first for current schemas.
sendbird-automation
Automate Sendbird tasks via Rube MCP (Composio). Always search tools first for current schemas.
sendfox-automation
Automate Sendfox tasks via Rube MCP (Composio). Always search tools first for current schemas.
sendlane-automation
Automate Sendlane tasks via Rube MCP (Composio). Always search tools first for current schemas.
sendloop-automation
Automate Sendloop tasks via Rube MCP (Composio). Always search tools first for current schemas.
sendspark-automation
Automate Sendspark tasks via Rube MCP (Composio). Always search tools first for current schemas.
sensibo-automation
Automate Sensibo tasks via Rube MCP (Composio). Always search tools first for current schemas.
seqera-automation
Automate Seqera tasks via Rube MCP (Composio). Always search tools first for current schemas.
serpapi-automation
Automate Serpapi tasks via Rube MCP (Composio). Always search tools first for current schemas.
serpdog-automation
Automate Serpdog tasks via Rube MCP (Composio). Always search tools first for current schemas.
serply-automation
Automate Serply tasks via Rube MCP (Composio). Always search tools first for current schemas.
servicem8-automation
Automate Servicem8 tasks via Rube MCP (Composio). Always search tools first for current schemas.
sevdesk-automation
Automate Sevdesk tasks via Rube MCP (Composio). Always search tools first for current schemas.
share_point-automation
Automate SharePoint tasks via Rube MCP (Composio): document libraries, sites, lists, and content management. Always search tools first for current schemas.
sharepoint-automation
SharePoint Automation: manage sites, lists, documents, folders, pages, and search content across SharePoint and OneDrive
shipengine-automation
Automate Shipengine tasks via Rube MCP (Composio). Always search tools first for current schemas.
short-io-automation
Automate Short IO tasks via Rube MCP (Composio). Always search tools first for current schemas.
short-menu-automation
Automate Short Menu tasks via Rube MCP (Composio). Always search tools first for current schemas.
shortcut-automation
Automate project management workflows in Shortcut -- create stories, manage tasks, track epics, and organize workflows through natural language commands.
shorten-rest-automation
Automate Shorten Rest tasks via Rube MCP (Composio). Always search tools first for current schemas.
shortpixel-automation
Automate Shortpixel tasks via Rube MCP (Composio). Always search tools first for current schemas.
shotstack-automation
Automate Shotstack tasks via Rube MCP (Composio). Always search tools first for current schemas.
sidetracker-automation
Automate Sidetracker tasks via Rube MCP (Composio). Always search tools first for current schemas.
signaturely-automation
Automate Signaturely tasks via Rube MCP (Composio). Always search tools first for current schemas.
signpath-automation
Automate Signpath tasks via Rube MCP (Composio). Always search tools first for current schemas.
signwell-automation
Automate Signwell tasks via Rube MCP (Composio). Always search tools first for current schemas.
similarweb-digitalrank-api-automation
Automate SimilarWeb tasks via Rube MCP (Composio). Always search tools first for current schemas.
similarweb_digitalrank_api-automation
Automate SimilarWeb tasks via Rube MCP (Composio): website traffic, rankings, and digital market intelligence. Always search tools first for current schemas.
simla-com-automation
Automate Simla Com tasks via Rube MCP (Composio). Always search tools first for current schemas.
simple-analytics-automation
Automate Simple Analytics tasks via Rube MCP (Composio). Always search tools first for current schemas.
simplesat-automation
Automate Simplesat tasks via Rube MCP (Composio). Always search tools first for current schemas.
sitespeakai-automation
Automate Sitespeakai tasks via Rube MCP (Composio). Always search tools first for current schemas.
skyfire-automation
Automate Skyfire tasks via Rube MCP (Composio). Always search tools first for current schemas.
slackbot-automation
Automate Slackbot tasks via Rube MCP (Composio). Always search tools first for current schemas.
smartproxy-automation
Automate Smartproxy tasks via Rube MCP (Composio). Always search tools first for current schemas.
smartrecruiters-automation
Automate Smartrecruiters tasks via Rube MCP (Composio). Always search tools first for current schemas.
sms-alert-automation
Automate SMS Alert tasks via Rube MCP (Composio). Always search tools first for current schemas.
smtp2go-automation
Automate Smtp2go tasks via Rube MCP (Composio). Always search tools first for current schemas.
smugmug-automation
Automate Smugmug tasks via Rube MCP (Composio). Always search tools first for current schemas.
snowflake-automation
Automate Snowflake data warehouse operations -- list databases, schemas, and tables, execute SQL statements, and manage data workflows via the Composio MCP integration.
sourcegraph-automation
Automate Sourcegraph tasks via Rube MCP (Composio). Always search tools first for current schemas.
splitwise-automation
Automate Splitwise tasks via Rube MCP (Composio). Always search tools first for current schemas.
spoki-automation
Automate Spoki tasks via Rube MCP (Composio). Always search tools first for current schemas.
spondyr-automation
Automate Spondyr tasks via Rube MCP (Composio). Always search tools first for current schemas.
spotify-automation
Automate Spotify workflows including playlist management, music search, playback control, and user profile access via Composio
spotlightr-automation
Automate Spotlightr tasks via Rube MCP (Composio). Always search tools first for current schemas.
sslmate-cert-spotter-api-automation
Automate Sslmate Cert Spotter API tasks via Rube MCP (Composio). Always search tools first for current schemas.
stack-exchange-automation
Automate Stack Exchange tasks via Rube MCP (Composio). Always search tools first for current schemas.
stannp-automation
Automate Stannp tasks via Rube MCP (Composio). Always search tools first for current schemas.
starton-automation
Automate Starton tasks via Rube MCP (Composio). Always search tools first for current schemas.
statuscake-automation
Automate Statuscake tasks via Rube MCP (Composio). Always search tools first for current schemas.
storeganise-automation
Automate Storeganise tasks via Rube MCP (Composio). Always search tools first for current schemas.
storerocket-automation
Automate Storerocket tasks via Rube MCP (Composio). Always search tools first for current schemas.
stormglass-io-automation
Automate Stormglass IO tasks via Rube MCP (Composio). Always search tools first for current schemas.
strava-automation
Automate Strava tasks via Rube MCP (Composio). Always search tools first for current schemas.
streamtime-automation
Automate Streamtime tasks via Rube MCP (Composio). Always search tools first for current schemas.
supadata-automation
Automate Supadata tasks via Rube MCP (Composio). Always search tools first for current schemas.
superchat-automation
Automate Superchat tasks via Rube MCP (Composio). Always search tools first for current schemas.
supportbee-automation
Automate Supportbee tasks via Rube MCP (Composio). Always search tools first for current schemas.
supportivekoala-automation
Automate Supportivekoala tasks via Rube MCP (Composio). Always search tools first for current schemas.
survey_monkey-automation
Automate SurveyMonkey tasks via Rube MCP (Composio): surveys, responses, collectors, and survey analytics. Always search tools first for current schemas.
surveymonkey-automation
Automate SurveyMonkey survey creation, response collection, collector management, and survey discovery through natural language commands
svix-automation
Automate Svix tasks via Rube MCP (Composio). Always search tools first for current schemas.
sympla-automation
Automate Sympla tasks via Rube MCP (Composio). Always search tools first for current schemas.
synthflow-ai-automation
Automate Synthflow AI tasks via Rube MCP (Composio). Always search tools first for current schemas.
taggun-automation
Automate Taggun tasks via Rube MCP (Composio). Always search tools first for current schemas.
talenthr-automation
Automate Talenthr tasks via Rube MCP (Composio). Always search tools first for current schemas.
tally-automation
Automate Tally tasks via Rube MCP (Composio). Always search tools first for current schemas.
tapfiliate-automation
Automate Tapfiliate tasks via Rube MCP (Composio). Always search tools first for current schemas.
tapform-automation
Automate Tapform tasks via Rube MCP (Composio). Always search tools first for current schemas.
tavily-automation
Automate Tavily tasks via Rube MCP (Composio). Always search tools first for current schemas.
taxjar-automation
Automate Taxjar tasks via Rube MCP (Composio). Always search tools first for current schemas.
teamcamp-automation
Automate Teamcamp tasks via Rube MCP (Composio). Always search tools first for current schemas.
telnyx-automation
Automate Telnyx tasks via Rube MCP (Composio). Always search tools first for current schemas.
teltel-automation
Automate Teltel tasks via Rube MCP (Composio). Always search tools first for current schemas.
templated-automation
Automate Templated tasks via Rube MCP (Composio). Always search tools first for current schemas.
test-app-automation
Automate Test App tasks via Rube MCP (Composio). Always search tools first for current schemas.
text-to-pdf-automation
Automate Text To PDF tasks via Rube MCP (Composio). Always search tools first for current schemas.
textcortex-automation
Automate Textcortex tasks via Rube MCP (Composio). Always search tools first for current schemas.
textit-automation
Automate Textit tasks via Rube MCP (Composio). Always search tools first for current schemas.
textrazor-automation
Automate Textrazor tasks via Rube MCP (Composio). Always search tools first for current schemas.
thanks-io-automation
Automate Thanks IO tasks via Rube MCP (Composio). Always search tools first for current schemas.
the-odds-api-automation
Automate The Odds API tasks via Rube MCP (Composio). Always search tools first for current schemas.
ticketmaster-automation
Automate Ticketmaster tasks via Rube MCP (Composio). Always search tools first for current schemas.
ticktick-automation
Automate Ticktick tasks via Rube MCP (Composio). Always search tools first for current schemas.
timecamp-automation
Automate Timecamp tasks via Rube MCP (Composio). Always search tools first for current schemas.
timekit-automation
Automate Timekit tasks via Rube MCP (Composio). Always search tools first for current schemas.
timelinesai-automation
Automate Timelinesai tasks via Rube MCP (Composio). Always search tools first for current schemas.
timelink-automation
Automate Timelink tasks via Rube MCP (Composio). Always search tools first for current schemas.
timely-automation
Automate Timely tasks via Rube MCP (Composio). Always search tools first for current schemas.
tinyurl-automation
Automate Tinyurl tasks via Rube MCP (Composio). Always search tools first for current schemas.
tisane-automation
Automate Tisane tasks via Rube MCP (Composio). Always search tools first for current schemas.
toggl-automation
Automate time tracking workflows in Toggl Track -- create time entries, manage projects, clients, tags, and workspaces through natural language commands.
token-metrics-automation
Automate Token Metrics tasks via Rube MCP (Composio). Always search tools first for current schemas.
tomba-automation
Automate Tomba tasks via Rube MCP (Composio). Always search tools first for current schemas.
tomtom-automation
Automate Tomtom tasks via Rube MCP (Composio). Always search tools first for current schemas.
toneden-automation
Automate Toneden tasks via Rube MCP (Composio). Always search tools first for current schemas.
tpscheck-automation
Automate Tpscheck tasks via Rube MCP (Composio). Always search tools first for current schemas.
triggercmd-automation
Automate Triggercmd tasks via Rube MCP (Composio). Always search tools first for current schemas.
tripadvisor-content-api-automation
Automate TripAdvisor tasks via Rube MCP (Composio). Always search tools first for current schemas.
turbot-pipes-automation
Automate Turbot Pipes tasks via Rube MCP (Composio). Always search tools first for current schemas.
turso-automation
Automate Turso tasks via Rube MCP (Composio). Always search tools first for current schemas.
twelve-data-automation
Automate Twelve Data tasks via Rube MCP (Composio). Always search tools first for current schemas.
twitch-automation
Automate Twitch tasks via Rube MCP (Composio). Always search tools first for current schemas.
twocaptcha-automation
Automate Twocaptcha tasks via Rube MCP (Composio). Always search tools first for current schemas.
typefully-automation
Automate Typefully tasks via Rube MCP (Composio). Always search tools first for current schemas.
typless-automation
Automate Typless tasks via Rube MCP (Composio). Always search tools first for current schemas.
u301-automation
Automate U301 tasks via Rube MCP (Composio). Always search tools first for current schemas.
unione-automation
Automate Unione tasks via Rube MCP (Composio). Always search tools first for current schemas.
updown-io-automation
Automate Updown IO tasks via Rube MCP (Composio). Always search tools first for current schemas.
uploadcare-automation
Automate Uploadcare file management including listing, storing, inspecting, downloading, and organizing file groups through natural language commands
uptimerobot-automation
Automate Uptimerobot tasks via Rube MCP (Composio). Always search tools first for current schemas.
userlist-automation
Automate Userlist tasks via Rube MCP (Composio). Always search tools first for current schemas.
v0-automation
Automate V0 tasks via Rube MCP (Composio). Always search tools first for current schemas.
venly-automation
Automate Venly tasks via Rube MCP (Composio). Always search tools first for current schemas.
veo-automation
Automate Veo tasks via Rube MCP (Composio). Always search tools first for current schemas.
verifiedemail-automation
Automate Verifiedemail tasks via Rube MCP (Composio). Always search tools first for current schemas.
veriphone-automation
Automate Veriphone tasks via Rube MCP (Composio). Always search tools first for current schemas.
vero-automation
Automate Vero tasks via Rube MCP (Composio). Always search tools first for current schemas.
vestaboard-automation
Automate Vestaboard tasks via Rube MCP (Composio). Always search tools first for current schemas.
virustotal-automation
Automate Virustotal tasks via Rube MCP (Composio). Always search tools first for current schemas.
visme-automation
Automate Visme tasks via Rube MCP (Composio). Always search tools first for current schemas.
waboxapp-automation
Automate Waboxapp tasks via Rube MCP (Composio). Always search tools first for current schemas.
wachete-automation
Automate Wachete tasks via Rube MCP (Composio). Always search tools first for current schemas.
waiverfile-automation
Automate Waiverfile tasks via Rube MCP (Composio). Always search tools first for current schemas.
wakatime-automation
Automate Wakatime tasks via Rube MCP (Composio). Always search tools first for current schemas.
wati-automation
Automate Wati tasks via Rube MCP (Composio). Always search tools first for current schemas.
wave_accounting-automation
Automate Wave Accounting tasks via Rube MCP (Composio): invoices, customers, payments, and small business accounting. Always search tools first for current schemas.
weathermap-automation
Automate Weathermap tasks via Rube MCP (Composio). Always search tools first for current schemas.
webex-automation
Automate Cisco Webex messaging, rooms, teams, webhooks, and people management through natural language commands
webscraping-ai-automation
Automate Webscraping AI tasks via Rube MCP (Composio). Always search tools first for current schemas.
webvizio-automation
Automate Webvizio tasks via Rube MCP (Composio). Always search tools first for current schemas.
whautomate-automation
Automate Whautomate tasks via Rube MCP (Composio). Always search tools first for current schemas.
winston-ai-automation
Automate Winston AI tasks via Rube MCP (Composio). Always search tools first for current schemas.
wit-ai-automation
Automate Wit AI tasks via Rube MCP (Composio). Always search tools first for current schemas.
wiz-automation
Automate Wiz tasks via Rube MCP (Composio). Always search tools first for current schemas.
wolfram-alpha-api-automation
Automate Wolfram Alpha API tasks via Rube MCP (Composio). Always search tools first for current schemas.
woodpecker-co-automation
Automate Woodpecker co tasks via Rube MCP (Composio). Always search tools first for current schemas.
workable-automation
Automate Workable tasks via Rube MCP (Composio). Always search tools first for current schemas.
workday-automation
Automate HR operations in Workday -- manage workers, time off requests, absence balances, and employee data through natural language commands.
workiom-automation
Automate Workiom tasks via Rube MCP (Composio). Always search tools first for current schemas.
worksnaps-automation
Automate Worksnaps tasks via Rube MCP (Composio). Always search tools first for current schemas.
writer-automation
Automate Writer tasks via Rube MCP (Composio). Always search tools first for current schemas.
xero-automation
Xero Automation: manage invoices, contacts, payments, bank transactions, and accounts in Xero for cloud-based bookkeeping
y-gy-automation
Automate Y Gy tasks via Rube MCP (Composio). Always search tools first for current schemas.
yandex-automation
Automate Yandex tasks via Rube MCP (Composio). Always search tools first for current schemas.
yelp-automation
Automate Yelp tasks via Rube MCP (Composio). Always search tools first for current schemas.
ynab-automation
Automate Ynab tasks via Rube MCP (Composio). Always search tools first for current schemas.
yousearch-automation
Automate Yousearch tasks via Rube MCP (Composio). Always search tools first for current schemas.
zenrows-automation
Automate Zenrows tasks via Rube MCP (Composio). Always search tools first for current schemas.
zenserp-automation
Automate Zenserp tasks via Rube MCP (Composio). Always search tools first for current schemas.
zeplin-automation
Automate Zeplin tasks via Rube MCP (Composio). Always search tools first for current schemas.
zerobounce-automation
Automate Zerobounce tasks via Rube MCP (Composio). Always search tools first for current schemas.
zoho-automation
Automate Zoho tasks via Rube MCP (Composio). Always search tools first for current schemas.
zoho-bigin-automation
Automate Zoho Bigin tasks via Rube MCP (Composio). Always search tools first for current schemas.
zoho-books-automation
Automate Zoho Books accounting workflows including invoice creation, bill management, contact lookup, payment tracking, and multi-organization support through natural language commands
zoho-desk-automation
Zoho Desk automation via Rube MCP -- toolkit not currently available in Composio; no ZOHO_DESK_ tools found
zoho-inventory-automation
Automate Zoho Inventory tasks via Rube MCP (Composio). Always search tools first for current schemas.
zoho-invoice-automation
Automate Zoho Invoice tasks via Rube MCP (Composio). Always search tools first for current schemas.
zoho-mail-automation
Automate Zoho Mail tasks via Rube MCP (Composio). Always search tools first for current schemas.
zoho_bigin-automation
Automate Zoho Bigin tasks via Rube MCP (Composio): pipelines, contacts, companies, products, and small business CRM. Always search tools first for current schemas.
zoho_books-automation
Automate Zoho Books tasks via Rube MCP (Composio): invoices, expenses, contacts, payments, and accounting. Always search tools first for current schemas.
zoho_desk-automation
Automate Zoho Desk tasks via Rube MCP (Composio): tickets, contacts, agents, departments, and help desk operations. Always search tools first for current schemas.
zoho_inventory-automation
Automate Zoho Inventory tasks via Rube MCP (Composio): items, orders, warehouses, shipments, and stock management. Always search tools first for current schemas.
zoho_invoice-automation
Automate Zoho Invoice tasks via Rube MCP (Composio): invoices, estimates, expenses, clients, and payment tracking. Always search tools first for current schemas.
zoho_mail-automation
Automate Zoho Mail tasks via Rube MCP (Composio): email sending, folders, labels, and mailbox management. Always search tools first for current schemas.
zoominfo-automation
Automate Zoominfo tasks via Rube MCP (Composio). Always search tools first for current schemas.
zylvie-automation
Automate Zylvie tasks via Rube MCP (Composio). Always search tools first for current schemas.
zyte-api-automation
Automate Zyte API tasks via Rube MCP (Composio). Always search tools first for current schemas.
company-brief
Generate a comprehensive company snapshot using EODHD data — profile, fundamentals, recent news, sentiment, insider transactions, and key metrics. Use when the user asks about a specific company, wants a stock overview, or needs a quick investment brief.
earnings-monitor
Monitor upcoming and recent earnings — calendar, trends, news context, and options activity around earnings dates. Use when the user asks about earnings season, upcoming reports, earnings surprises, or pre/post-earnings analysis.
eodhd-api
Fetch financial data from EODHD API — historical prices, fundamentals, options, technical indicators, news, sentiment, macro indicators, corporate events, ESG scores, risk analytics, bank data, US Treasury rates, and trading hours. Use when the user asks for stock prices, company fundamentals, financial analysis, market data, earnings, dividends, splits, IPOs, insider transactions, screener, or building financial tools with EODHD data.
eodhd-screen
Screen stocks by fundamental and technical criteria using the EODHD screener — market cap, P/E, dividend yield, sector, exchange, and signals, with currency- aware thresholds. Invoke as /eodhd-screen <criteria>.
macro-dashboard
Macro-economic dashboard — GDP, CPI, unemployment, interest rates, Treasury yields, trade balance, and economic events calendar. Use when the user asks about the economy, macro trends, interest rates, or economic indicators.
market-overview
Generate a broad market overview — major indices, sector performance, top movers, macro indicators, Treasury rates, and commodities. Use when the user asks "how's the market?", wants a daily market summary, or needs a macro context for investment decisions.
options-analyzer
Analyze options chains, implied volatility, Greeks, and strategy payoffs using EODHD Marketplace options data. Use when the user asks about options, implied volatility, Greeks, or options strategies.
portfolio-risk
Analyze portfolio risk — technical indicators, sentiment shifts, insider alerts, ESG scores, and volatility metrics. Use when the user asks about portfolio risk, wants to assess holdings, or needs risk/reward analysis.
stock-screener
Screen stocks by fundamental and technical criteria using EODHD screener — filter by market cap, P/E, dividend yield, sector, signals, and more. Use when the user wants to find stocks matching specific criteria.
creative-toolkit
Generate images from text with multi-provider routing — supports Nanobanana Pro, GPT Image, Seedream, and local ComfyUI workflows. Includes 1,300+ curated prompts and style-aware prompt enhancement. Use when users want to create images, design assets, enhance prompts, or manage AI art workflows.
search-mcp-github
Search MCP PRs, issues, and discussions across the modelcontextprotocol GitHub org
ide-deps
Dependency graph for a file or symbol. Calls getCallHierarchy and findReferences, builds a directed graph, and renders an interactive HTML force-directed graph. Opens in the system browser.
ide-diagnostics-board
Diagnostic dashboard across the workspace. Calls getDiagnostics, groups results by severity and file, and renders a sortable color-coded HTML table. Opens in the system browser.
acp-checkout-mcp
Implement ACP checkout as an MCP server, exposing checkout operations as MCP tools. Use when building an MCP-based commerce server for AI agents that use tool-calling to complete purchases.
wiki
Rebuild a flow-first project wiki using the mimirs wiki MCP tool. Use when the user asks to generate, rebuild, refresh, or write the wiki for a codebase.
gitnexus-guide
Use when the user asks about GitNexus itself — available tools, how to query the knowledge graph, MCP resources, graph schema, or workflow reference. Examples: "What GitNexus tools are available?", "How do I use GitNexus?"
secret-warn
Real-time edit-time guardrails that catch API keys, code injection patterns, and unsafe pipe-to-shell installs the moment they're typed in the Claude Code tool-call loop — before commit, before CI, before any second-pass review. Ships a PreToolUse + PostToolUse hook, a Bash-tool guard, and a curated 11-rule regex catalog covering the most common secret shapes (AWS, Stripe, GCP, OpenAI, Anthropic, GitHub, Slack, JWT, PEM, generic high-entropy assignment) plus three injection-pattern classes. Use when the user mentions secret detection, gitleaks-equivalent during edit time, pre-commit secret scanning, API key safety, edit-time guards, security hooks in Claude Code, or wants real-time protection against unsafe MCP server installs. Do NOT use for full security audits (different scope), penetration testing, or DLP across non-Claude-Code surfaces.
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
blotato
Blotato social-media publishing and scheduling platform — REST API + MCP server. Publish and schedule posts across X/Twitter, TikTok, Instagram, LinkedIn, YouTube, Facebook, Threads, Pinterest, and more from a single integration. Use this skill whenever the user wants to schedule, publish, queue, or batch-post content to multiple social channels at once, especially when limits on browser-based posting tools (Postiz, Buffer) are an issue. Trigger phrases: 'schedule on Blotato', 'use Blotato', 'post to TikTok and X', 'Blotato API', 'bulk-schedule posts'. Also activate when the user references their Blotato account, Blotato dashboard, Blotato API key, or asks about post status / queue verification.
figma-connect
Figma-to-code bridge combining Figma MCP server tools with the Code Connect CLI for end-to-end design implementation workflows. Use this skill when implementing UI components from Figma design URLs, publishing Code Connect mappings to Figma Dev Mode, extracting design tokens from Figma variables, setting up Figma Code Connect in a project, or running the full design-to-code roundtrip pipeline. Activate when the user shares a Figma design URL and wants code implementation, says 'implement from Figma', 'code connect', 'publish to dev mode', 'figma connect publish', 'extract design tokens from Figma', 'figma to code', 'connect components to Figma', 'set up code connect', 'sync figma tokens', 'figma variables to CSS', 'figma variables to Tailwind', 'map component to Figma', 'npx figma connect', or references any figma.com/design URL in a code implementation context. Do NOT activate for pure Figma file creation, FigJam diagrams, Figma plugin development, or Storybook setup — those are separate concerns.
gws
Google Workspace CLI (gws) — unified command-line tool for Gmail, Drive, Sheets, Docs, Calendar, Chat, Admin, and 40+ Google APIs. Use this skill when the user wants to interact with any Google Workspace service from the terminal or via AI agents, set up gws authentication, configure the gws MCP server, manage Google Drive files, read or send Gmail, create or query Google Sheets, edit Google Docs, manage Calendar events, or automate any Google Workspace workflow. Also activate when the user mentions 'gws', 'google workspace cli', 'google drive cli', 'gmail from terminal', 'sheets api', 'google docs api', 'gws mcp', 'workspace automation', or asks to 'list my drive files', 'send email via cli', 'read my calendar', 'update spreadsheet', 'create a google doc'. Do NOT activate for native Claude MCP integrations (claude_ai_Gmail, claude_ai_Google_Calendar) unless the user explicitly wants to use gws instead, or needs services not covered by native integrations (Sheets, Docs, Drive, Chat, Admin).
slack-messaging
Slack channel and thread messaging skill with context-aware session management. Reads messages, sends replies, searches channels and users, drafts and schedules messages -- all via Slack MCP tools. Use this skill whenever the user wants to read Slack messages, reply in Slack, send a Slack message, check a Slack channel, respond to a Slack thread, monitor Slack conversations, draft a Slack message, schedule a Slack message, find a Slack channel or user, or do anything involving Slack communication. Also activate when the user mentions 'check Slack', 'reply on Slack', 'send to #channel', 'DM someone on Slack', 'what did they say in Slack', 'catch up on Slack', 'Slack thread', 'post in Slack', or references any Slack channel by name (e.g., '#general', '#engineering'). This skill manages session boundaries: thread replies stay in the same session to preserve conversational context, while new top-level channel messages start a fresh session to keep conversations isolated.
survey-passing
Find and complete paid expert surveys from expert network platforms (Arbolus, Guidepoint, GLG, AlphaSights, Techsponential) using the user's real professional background. Automates the mechanical form-filling of expert consultations that pay $50-$100+. Use this skill whenever the user mentions surveys, canopy, expert consultations, Arbolus, Guidepoint, GLG, AlphaSights, 'find surveys', 'check surveys', 'complete survey', 'paid survey', 'expert network', 'canopy reward', or any reference to survey rewards/honorariums. Also activate when the user asks to check Gmail for survey invitations or mentions earning money from expertise sharing.
architect
System design, tradeoffs, and complex technical decisions.
code-reviewer
Find bugs, security holes, and maintainability issues in a diff or file.
debugger
Rank root-cause hypotheses and propose the smallest safe fix.
deliberation
When and how to delegate to GPT, Gemini, Grok, and OpenRouter expert subagents via the deliberation MCP tools.
plan-reviewer
Validate that a work plan is executable before work starts.
researcher
Research external libraries, APIs, and best practices, with evidence.
scope-analyst
Catch ambiguities and hidden requirements before planning.
security-analyst
Threat-model and find vulnerabilities, with practical remediation.
investorclaw
Deterministic-first portfolio analyzer for ZeroClaw via MCP-HTTP at localhost:18090. Holdings, performance, Sharpe + Sortino, FRED yields, bond duration, scenario rebalancing.
review-writing
Use this skill when the user asks to write a literature review, review article, or 综述 based on an outline. Trigger keywords: "写综述", "write review", "综述写作", "按大纲写", "逐节写", "review section", "写第N节". This skill orchestrates the ENTIRE review writing process from outline to finished manuscript.
notebooklm-research
Full-autopilot AI research agent powered by Google NotebookLM (notebooklm-py v0.3.4). Ingests sources (URL, text, PDF, DOCX, YouTube, Google Drive), runs deep web research, asks cited questions, and generates 10 native artifact types (audio podcast, video, cinematic video, slide deck, report, quiz, flashcards, mind map, infographic, data table, study guide). Produces original content drafts via Claude, with optional publishing to social platforms via threads-viral-agent integration. Use this skill when the user mentions: NotebookLM, research with sources, create notebook, generate podcast from articles, turn research into content, trending topic research, research pipeline, source-based analysis, cited research answers, generate slides, generate quiz, make flashcards, deep web research, create infographic, compare sources, research report, study guide, source analysis, or knowledge synthesis.
about
Show the plugin source — name, version, and repo URL. Works from CLI or messaging. Triggers on /about, /version, /agent:about, /agent:version, "qué versión", "what version", "about the plugin", "about clawcode".
doctor
Run diagnostic checks on the agent workspace. Triggers on /agent:doctor, "diagnóstico", "diagnostico", "doctor", "health check", "agent health", "checkup", "revisar agente", "agent broken", "fix agent", "revisa el agente".
help
List available commands the user can invoke. Works from CLI or messaging channels. Triggers on /help, /commands, /agent:help, "qué comandos puedo usar", "help commands".
skill-manager
Install, list, and remove community skills from GitHub or local paths. Triggers on /agent:skill, /agent:skill install, /agent:skill list, /agent:skill remove, "instalar skill", "listar skills", "remover skill", "eliminar skill", "agregar skill", "install skill from github".
status
Show agent runtime status — identity, model, context, memory, crons, voice. Works from CLI or messaging. Triggers on /status, /agent:status, "status del agente", "cómo estás técnicamente".
usage
Show usage cost summary — session, today, last 30 days. OpenClaw-compatible format. Works from CLI or messaging. Triggers on /usage, /agent:usage, "cuanto gasté", "agent usage", "cost".
eval-analysis
Analyze eval results to understand signal quality and guide prompt/config changes. Use when the user says "eval-analysis", "analyze eval results", "what do the evals show", "eval regression", or asks about eval signal enrichment.
e2e-plan
Explore the application and create a structured E2E test plan in Markdown
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
ia-agent-native-architecture
Design agent-native applications where agents replace UI users as the primary actor. Use when designing MCP tools, agent-loop architectures, shared-workspace file patterns, or self-modifying agent systems.
ia-brainstorming
Pre-implementation exploration: deep interview, approach comparison, design doc. Use when exploring a vague feature idea, clarifying ambiguous requirements, or comparing approaches before coding. For the full workflow, use `/ia-brainstorm`.
ia-code-review
Structured code reviews with severity-ranked findings and deep multi-agent mode. Use when performing a code review, auditing code quality, or critiquing PRs, MRs, or diffs.
ia-compound-docs
Document solved problems for team reuse. Provides process knowledge for /ia-compound. Use when documenting a resolved issue, writing up lessons learned, capturing a post-mortem, adding to the knowledge base, or building searchable institutional knowledge after debugging.
ia-debugging
Systematic root-cause debugging with verification. Use for errors, stack traces, broken tests, flaky tests, regressions, or anything not working as expected. For validating bug reports before fixing, use bug-reproduction-validator agent.
ia-document-review
Structural review of documents for gaps, clarity, completeness, and organization. Use when a brainstorm, plan, spec, ADR, or any doc needs polish before the next workflow step. For exploring new ideas from scratch, use brainstorming instead.
ia-frontend-design
Visual design and aesthetic direction for frontend interfaces. Use when building web pages, landing pages, dashboards, or applications where visual identity matters. For React patterns and testing, use react-frontend.
ia-git-worktree
Manage Git worktrees for isolated parallel development. Use when creating, listing, switching, or cleaning up git worktrees, or when needing isolated branches for concurrent reviews or feature work.
ia-linux-bash-scripting
Defensive Bash scripting for Linux: safe foundations, argument parsing, production patterns, ShellCheck compliance. Use when writing bash scripts, shell scripts, cron jobs, or CLI tools in bash.
ia-md-docs
Manages project documentation: CLAUDE.md, AGENTS.md, README.md, CONTRIBUTING.md. Use when asked to update, create, or init these context files. Not for general markdown editing.
ia-meta-prompting
Structured reasoning modifiers (/think, /verify, /adversarial, /edge, /confidence, /assumptions, etc.) to stress-test decisions, surface assumptions, or enumerate edge cases. Use when validating an important design, architecture decision, or ambiguous plan before committing.
ia-nodejs-backend
Node.js backend patterns: layered architecture, TypeScript, validation, error handling, security, deployment. Use when building REST APIs, REST endpoints, middleware, Express/Fastify/Hono/NestJS/Koa servers, tRPC procedures, Bun servers, or server-side TypeScript.
ia-orchestrating-swarms
Coordinate multi-agent swarms for parallel and pipeline workflows. Use when coordinating multiple agents, running parallel reviews, building pipeline workflows, or implementing divide-and-conquer patterns with subagents.
ia-php-laravel
Modern PHP 8.4 and Laravel patterns: architecture, Eloquent, queues, testing. Use when working with Laravel, Eloquent, Blade, artisan, PHPUnit, PHPStan, or building/testing PHP applications with frameworks. Not for PHP internals (php-src) or general PHP language discussion.
ia-pinescript
Pine Script v6: syntax, performance, error diagnosis, backtesting, visualization. Use when writing or debugging `.pine` files or TradingView Pine indicators/strategies.
ia-planning
Software implementation planning with file-based persistence (.plan/). Use when planning code changes touching 3+ files or with ambiguous scope. Skip for typos, single-file fixes, and research/scanning/audit work that produces reports rather than code.
ia-postgresql
PostgreSQL schema design, query optimization, indexing, and administration. Use when working with PostgreSQL, JSONB, partitioning, RLS, CTEs, window functions, or EXPLAIN ANALYZE.
ia-python-services
Python patterns for CLI tools, async concurrency, and backend services. Use when working with Python code, building CLI apps, FastAPI services, async with asyncio, background jobs, or configuring uv, ruff, ty, pytest, or pyproject.toml.
ia-react-frontend
React architecture patterns, TypeScript, Next.js, hooks, and testing. Use when working with React component structure, state management, Next.js routing, Vitest, React Testing Library, or reviewing React code. For visual design and aesthetic direction, use frontend-design instead.
ia-receiving-code-review
Process code review feedback critically: check correctness before acting, push back on incorrect suggestions, no performative agreement. Use when responding to PR/MR review comments or implementing reviewer suggestions received from others.
ia-refine-prompt
Transforms vague prompts into precise, structured AI instructions. Use when asked to refine, improve, or sharpen a prompt, do prompt engineering, write a system prompt, or make AI instructions more effective.
ia-reflect
Session retrospective and skill audit. Use when asked to reflect, do a retrospective, review lessons learned, audit what went well or wrong, or review session effectiveness.
ia-rust-systems
Rust patterns for CLI tools, backend services, and general application code. Use when working with Rust, Cargo workspaces, axum/tokio services, clap CLIs, async concurrency, or configuring clippy, rustfmt, cargo-nextest, or Cargo.toml.
ia-simplifying-code
Simplifies, polishes, and declutters code without changing behavior. Use when asked to simplify, clean up, refactor, declutter, remove dead code or AI slop, or improve readability. For analysis-only reports without code changes, use code-simplicity-reviewer agent.
ia-tailwind-css
Tailwind CSS v4 patterns: CSS-first config, utility classes, component variants, v3 migration. Use when styling with Tailwind, configuring @theme tokens, using tailwind-variants/CVA, migrating v3 to v4, or fixing Tailwind styles and dark mode.
ia-terraform
Terraform and OpenTofu configuration, modules, testing, state management, and HCL review. Use when working with Terraform, OpenTofu, HCL, tfvars, tftest, state migration, or IaC patterns.
ia-verification-before-completion
Enforces fresh verification evidence before any completion claim. Use when about to claim "tests pass", "bug fixed", "done", "ready to merge", or handing off work.
ia-writing-tests
Generic test writing discipline: test quality, real assertions, anti-patterns, and rationalization resistance. Use when writing tests, adding test coverage, or fixing failing tests for any language or framework. Complements language-specific skills.
english-humanizer
Detects and removes AI-generated writing patterns from English text. Rewrites content to sound natural, authentic, and genuinely human.
teach-me
Teach the user a new skill or concept within this workspace. Stateful — the user's learning state persists across sessions and is tracked in workspace files.
kelos
Author, debug, and operate Kelos resources (Task, Workspace, AgentConfig, TaskSpawner) on Kubernetes. Use when working with Kelos CRDs or the kelos CLI.
chameleon-controls-library
Builds UIs with Chameleon web components (ch-*). Use when the user mentions Chameleon, ch- components, or needs enterprise UI patterns like grids, trees, chat, sidebars, accordions, combos, tabs, dialogs, or forms. Also use for: implementing a UI from Figma or images, vibe coding a UI, migrating an existing UI to Chameleon, or auditing Chameleon usage in an application.
design-system-builder
Builds and evolves enterprise-quality CSS Design Systems based on Chameleon web components. Use when the user wants to create, scaffold, or evolve a DS, add components/tokens/themes. Triggers on: 'design system', 'DS', 'design tokens', 'theme system', 'build a DS', 'scaffold DS', 'create design system'.
mercury-design-system
Applies Mercury Design System styling to UIs built with Chameleon. Use when the user mentions Mercury, @genexus/mercury, getBundles, ch-theme, Mercury tokens, or Globant theme — or when styling Chameleon components with a design system.
ui-creator
Converts UI images and/or OpenAPI specs into web application components with routing and service integration. Supports Angular and React (Vite). When UI images are provided, generates visual components using an integrated image-to-component procedure with screenshot validation. When only an OpenAPI spec is provided (no images), generates all pages directly using neutral default tokens. Supports any combination of images and OpenAPI spec.
create-pr
Create a pull request for the current session. Use when the user wants to open a PR with the session's changes.
ctx-doctor
Run context-mode diagnostics. Checks runtimes, hooks, FTS5, plugin registration, npm and marketplace versions. Trigger: /context-mode:ctx-doctor
ctx-index
Index a local file or directory into context-mode's persistent FTS5 knowledge base so future ctx_search calls can retrieve focused snippets without rereading raw files. Trigger: /context-mode:ctx-index
ctx-insight
Open the context-mode Insight analytics dashboard in the browser. Shows personal metrics: session activity, tool usage, error rate, parallel work patterns, project focus, and actionable insights. First run installs dependencies (~30s). Subsequent runs open instantly. Trigger: /context-mode:ctx-insight
ctx-search
Search context-mode's persistent FTS5 knowledge base for previously indexed local project content, documentation, or session memory. Trigger: /context-mode:ctx-search
ctx-stats
Show how much context window context-mode saved this session. Displays token consumption, context savings ratio, and per-tool breakdown. Read-only — shows stats only, no reset capability. To wipe the knowledge base entirely, use ctx_purge instead. Trigger: /context-mode:ctx-stats
ctx-upgrade
Update context-mode from GitHub and fix hooks/settings. Pulls latest, builds, installs, updates npm global, configures hooks. Trigger: /context-mode:ctx-upgrade
creating-mcp-servers
Creates production-ready MCP servers using FastMCP v2. Use when building MCP servers, optimizing tool descriptions for context efficiency, implementing progressive disclosure for multiple capabilities, or packaging servers for distribution.
firecrawl-scrape
Scrape web pages and extract content via Firecrawl MCP
github-search
Search GitHub code, repositories, issues, and PRs via MCP
leann-search
Semantic search across codebase using LEANN vector index
morph-search
Fast codebase search via WarpGrep (20x faster than grep)
digital-marketing
Comprehensive digital marketing: Google Ads, Analytics, SEO, campaign management, and performance analysis
discord
Interact with Discord — send messages, embeds, react, manage threads, pins, search, and look up members. Use when the user asks to send a Discord message, react, read channels, create threads, or manage Discord content.
slack
Interact with Slack workspaces — send messages, react, pin/unpin, read history, manage threads, search, upload files, and look up members. Use when the user asks to send a Slack message, react to something, read a channel, or manage Slack content.
telegram
Interact with Telegram — send messages, photos, documents, locations, edit and delete messages, get chat and member info. Use when the user asks to send a Telegram message, edit content, send media, or manage Telegram chats.
goms-klm-analysis
GOMS and Keystroke-Level Model analysis for decomposing UI workflows into goals, operators, methods, selections, and expert-user execution estimates. Use when the user asks to compare task flows, count interaction cost, reduce clicks or keystrokes, evaluate command/menu/navigation choices, model expert performance, or redesign a workflow using GOMS, KLM, CMN-GOMS, or cognitive walkthrough style reasoning.
hig-doctor-audit
HIG Doctor audit workflow for scanning app projects against Apple Human Interface Guidelines. Use when the user asks for a HIG audit, Apple UI compliance scan, accessibility/design lint, HIG Doctor, severity report, CI gate, or wants to verify SwiftUI, UIKit, React, Next.js, Vue, Svelte, Angular, React Native, Flutter, Compose, Android XML, CSS, or HTML against Apple HIG rules.
human-processor-model
Human Processor Model workflow for estimating interaction time, cognitive load, motor/perceptual bottlenecks, and memory risk in product flows. Use when the user asks to evaluate usability, estimate task completion time without a study, compare UI alternatives by interaction cost, audit working-memory burden, or apply Card-Moran-Newell style MHP reasoning to a prototype, design, app, or workflow.
activity-report-composer
Turn the audit log of work done on a WordPress site into a polished written report. Wraps the v7.1 respira_generate_activity_report MCP tool with six framings: agency client report, case study, internal recap, testimonial draft, build-in-public, personal recap.
brand-voice-synthesizer
Read 5-10 published posts and extract the brand voice — tone, lexicon, sentence patterns, person used, formality, signature phrases, phrases the site never uses. Persist it so every future content-writing skill produces copy that sounds like the brand, not like generic AI.
conversion-audit
Audit a WordPress site for conversion-rate friction across six dimensions: above-the-fold clarity, CTA hierarchy, form length, social proof placement, page speed, and trust signals. Prioritized fixes with expected impact — recommendations, not redesigns.
custom-post-type-architect
Design and create WordPress custom post types end to end — CPT + supporting taxonomies + ACF field group + sample entries + builder-specific single template suggestion. Uses new v7.1 MCP tools: respira_create_post_type, respira_create_taxonomy, respira_create_acf_field_group.
design-system-synthesizer
Read your site's representative pages, theme files, and media library to extract a complete reusable design system — logo, colors, typography, spacing scale, component patterns. Persist it as machine data AND generate a visible style-guide page on your site that renders the tokens visually.
html-to-bricks
Convert raw HTML/CSS into native Bricks Builder elements. Maps colors, typography, and spacing to your design system tokens so the result is drift-resistant. ACSS class mapping when ACSS is installed.
page-template-library
Capture canonical page patterns (case study, service page, landing page hero + 3-up + CTA) as re-usable playbooks. Uses new v7.1 MCP tools respira_create_playbook + respira_list_playbooks + respira_update_playbook. Future page-generation skills spawn new pages from playbooks in seconds.
prime-the-agent
Fast 30-second session-starter. Loads the active site, identifies the page builder, loads inline schemas, and primes the agent on the do-not-write-raw-HTML rule before any work begins. v1.1 adds per-site memory: it reads a stored brief at the start and appends what it learned at the end, so context carries across sessions, teammates, and AI clients.
site-onboarding
First-run onboarding for Respira MCP connections. Verifies connectivity, discovers site architecture, maps all available MCP tools, and produces a site briefing so the AI understands what it can do. Use when user says "get started", "connect to my site", "what can you do", or "onboard".
stale-content-detector
Find pages and posts that haven't been updated in a long time. Categorize as fresh / aging / stale / archive-candidate. Suggest refresh, redirect, or archive per item — based on age, traffic signal, and internal link count.
breach
Designing red team attack scenarios, building threat models, applying MITRE ATT&CK/OWASP frameworks, running Purple Team exercises, and performing AI/LLM red teaming. Use when adversarial security validation is needed.
canvas
Visualizing code/designs/context as Mermaid, ASCII, or draw.io diagrams. Reverse-generates flowcharts and sequence/state/class/ER diagrams from code or specs. Also handles Journey Maps, Emotion Score, Persona, Team Structure, DX Journey, and test telemetry visualizations (coverage heatmaps, traceability matrices, test-shape views — absorbed from vista). Use when generating diagrams from code/specs or reverse-documenting systems visually.
chain
Auditing skill/plugin/MCP supply chains. Treats SKILL.md, bundled scripts, MCP server defs, hooks, and `.claude/` config as third-party software. Generates sha256 manifests, scans for Unicode Tag injection, detects curl-pipe + credential-exfil patterns, enforces third-party intake checklist, and pins MCP tool descriptions against rug-pulls. Use when auditing skill/MCP supply chain. Not for app SAST (Sentinel), CI/CD (Gear/Pipe), hook design (Latch), SKILL.md format (Gauge), or runtime exploit (Probe).
frame
Extracting and structuring design context from Figma via MCP Server for downstream implementation agents. Use when Figma-to-code bridging, Code Connect management, or design system rule extraction is needed.
hone
Auditing and optimizing AI CLI configuration. Audits Codex CLI (~/.codex/), Antigravity CLI (~/.gemini/ — `agy`), and Claude Code (~/.claude/) configs (config.toml/settings.json/CLAUDE.md/hooks/MCP) and proposes Before/After diff improvements. Never edits configs directly. Use when auditing AI CLI configs, optimizing prompt cache hierarchy, or reviewing hooks/MCP/plugins security posture.
analyzing-android-malware-with-apktool
Perform static analysis of Android APK malware samples using apktool for decompilation, jadx for Java source recovery, and androguard for permission analysis, manifest inspection, and suspicious API call detection.
analyzing-api-gateway-access-logs
Parses API Gateway access logs (AWS API Gateway, Kong, Nginx) to detect BOLA/IDOR attacks, rate limit bypass, credential scanning, and injection attempts. Uses pandas for statistical analysis of request patterns and anomaly detection. Use when investigating API abuse or building API-specific threat detection rules.
analyzing-azure-activity-logs-for-threats
Queries Azure Monitor activity logs and sign-in logs via azure-monitor-query to detect suspicious administrative operations, impossible travel, privilege escalation, and resource modifications. Builds KQL queries for threat hunting in Azure environments. Use when investigating suspicious Azure tenant activity or building cloud SIEM detections.
analyzing-cloud-storage-access-patterns
Detect abnormal access patterns in AWS S3, GCS, and Azure Blob Storage by analyzing CloudTrail Data Events, GCS audit logs, and Azure Storage Analytics. Identifies after-hours bulk downloads, access from new IP addresses, unusual API calls (GetObject spikes), and potential data exfiltration using statistical baselines and time-series anomaly detection.
analyzing-heap-spray-exploitation
Detect and analyze heap spray attacks in memory dumps using Volatility3 plugins to identify NOP sled patterns, shellcode landing zones, and suspicious large allocations in process virtual address space.
analyzing-kubernetes-audit-logs
Parses Kubernetes API server audit logs (JSON lines) to detect exec-into-pod, secret access, RBAC modifications, privileged pod creation, and anonymous API access. Builds threat detection rules from audit event patterns. Use when investigating Kubernetes cluster compromise or building k8s-specific SIEM detection rules.
analyzing-malware-sandbox-evasion-techniques
Detect sandbox evasion techniques in malware samples by analyzing timing checks, VM artifact queries, user interaction detection, and sleep inflation patterns from Cuckoo/AnyRun behavioral reports
analyzing-memory-forensics-with-lime-and-volatility
Performs Linux memory acquisition using LiME (Linux Memory Extractor) kernel module and analysis with Volatility 3 framework. Extracts process lists, network connections, bash history, loaded kernel modules, and injected code from Linux memory images. Use when performing incident response on compromised Linux systems.
analyzing-network-flow-data-with-netflow
Parse NetFlow v9 and IPFIX records to detect volumetric anomalies, port scanning, data exfiltration, and C2 beaconing patterns. Uses the Python netflow library to decode flow records, builds traffic baselines, and applies statistical analysis to identify flows with abnormal byte counts, connection durations, and periodic timing patterns.
analyzing-network-packets-with-scapy
Craft, send, sniff, and dissect network packets using Scapy for protocol analysis, network reconnaissance, and traffic anomaly detection in authorized security testing
analyzing-office365-audit-logs-for-compromise
Parse Office 365 Unified Audit Logs via Microsoft Graph API to detect email forwarding rule creation, inbox delegation, suspicious OAuth app grants, and other indicators of account compromise.
hunting-for-anomalous-powershell-execution
Hunt for malicious PowerShell activity by analyzing Script Block Logging (Event 4104), Module Logging (Event 4103), and process creation events. The analyst parses Windows Event Log EVTX files to detect obfuscated commands, AMSI bypass attempts, encoded payloads, credential dumping keywords, and suspicious download cradles. Activates for requests involving PowerShell threat hunting, script block analysis, encoded command detection, or AMSI bypass identification.
capture
Save a memory to Origin in flow. Active capture verb — use proactively when the user states a preference, makes a decision, corrects you, or shares a durable fact. Invoked as `/capture <content>`.
read
Preview a distilled wiki page from inside Claude Code. Prints title, summary, source count, and the local md path. Full body lives on disk — open with the user's editor. Invoked as `/read <title_or_id>`.
recall
Search Origin's local memory by query. Targeted lookup, not orientation. Invoked as `/recall <query>`. Use when the user asks "do you remember", "what do you know about", "look up".
agent-security-scan
Use for report-only static scans of settings, hooks, skills, Model Context Protocol config, credential surfaces, remote fetches, shell side effects, and broad exposure risks. Do not print raw secrets or apply automatic fixes.
optimizing-claude-code
Audits repositories for Claude Code readiness and suggests improvements. Use when asked to check CLAUDE.md quality, review settings, audit project organization, or optimize for agentic work.
orchardcore-ai-chat
Skill for configuring AI Chat in Orchard Core using the CrestApps AI Chat module. Covers chat profiles, admin chat UI, frontend chat widgets, provider connections, and the AI Agent module for task automation. Use this skill when requests mention Orchard Core AI Chat, Configure AI Chat, Available AI Completion Providers, Enabling AI Chat Features, Setting Up a Provider Connection via Recipe, Creating a Chat Profile via Recipe, or closely related Orchard Core implementation, setup, extension, or troubleshooting work. Strong matches include work with CrestApps.OrchardCore.AI.Chat, CrestApps.OrchardCore.AI.Agent, CrestApps.OrchardCore.OpenAI, CrestApps.OrchardCore.AzureAIInference, CrestApps.OrchardCore.Ollama. It also helps with ai chat examples, Setting Up a Provider Connection via Recipe, Creating a Chat Profile via Recipe, Making a Chat Profile Visible on the Admin Menu, plus the code patterns, admin flows, recipe steps, and referenced examples captured in this skill.
orchardcore-forms
Skill for building and managing forms in Orchard Core using the OrchardCore.Forms module. Covers form widget content types, form validation, form submissions with workflows, anti-forgery tokens, and custom form elements. Use this skill when requests mention Orchard Core Forms, Create and Configure Forms, Enabling the Forms Feature, Form Widget Content Types, Form Content Type Settings, Input Element Configuration, or closely related Orchard Core implementation, setup, extension, or troubleshooting work. Strong matches include work with OrchardCore.Forms, OrchardCore.Workflows, OrchardCore.Flows, OrchardCore.Widgets, OrchardCore.Workflows.Http, OrchardCore.ContentManagement, OrchardCore.DisplayManagement.Views, OrchardCore.Modules, OrchardCore.ContentManagement.Metadata. It also helps with forms examples, Form Content Type Settings, Input Element Configuration, Input Element Properties, plus the code patterns, admin flows, recipe steps, and referenced examples captured in this skill.
plc-code-analysis
Standalone skill for multi-perspective PLC code security and quality analysis. Triggers on: "review", "audit", "analyze", "security check", "vulnerability scan", "code review", "check this code", "is this safe", "find issues" when combined with PLC, SCL, ST, LAD, FBD, Structured Text, or block context. Also triggers when the user pastes PLC code and asks for feedback, or uploads exported SimaticML XML files. This skill is independent of tia-openness-roadmap — it does not perform engineering automation. It analyzes code that has already been exported, pasted, or is accessible via the TIA Portal MCP server.
null-epoch
Play The Null Epoch, a persistent AI agent MMO. Use when the user wants to connect an agent to Null Epoch, check game state, submit actions, play the game, or interact with the Null Epoch API. Handles authentication, state polling, action submission, and survival strategy for the Sundered Grid. Do NOT use for general coding tasks unrelated to Null Epoch.
find-csource2server_init-and-cgameeventmanager_init-and-gameeven
Find and identify the CSource2Server_Init, CGameEventManager_Init, gameeventmanager, s_GameEventManagerin CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or libserver.so to locate the CSource2Server::Init function by searching for the "gameeventmanager->Init()" debug string reference and analyzing cross-references.
nab
How and WHY to use nab — the preferred URL->markdown microfetch tool for agents. Decision: nab (auth + cookies + anti-bot, ~50ms, LLM-shaped markdown) > jina (clean MD fallback) > NEVER WebFetch (~50K tokens/call, ~25x waste). Prefer the nab MCP tools (fetch, fetch_batch, submit, login, auth_lookup) when the plugin's nab server is loaded; fall back to the `nab` CLI. Auto-picks for "fetch this URL", "read the page", authenticated / paywalled / SaaS / Google Workspace content, multi-URL batches, and form submits. nab is a fetch tool, NOT a browser.
oreilly
O'Reilly Learning Platform search routing. Two tools wrapped via mcp-gateway: chapter-level (v2) and whole-book (v1) search across 60K+ books, 100K+ video segments, 200K+ live events. Coverage spans Manning, Packt, Pearson, Apress, Wiley, Microsoft Press, MIT Press, IBM Redbooks. Use as the practitioner-grade complement to academic research (arxiv/semantic-scholar) when the question is "how do people actually build/operate X" rather than "what's the SOTA".
research
Academic / literature research orchestrator. Routes intent -> best free tool first (arxiv, semantic_scholar, openalex, crossref, europepmc, pubmed, unpaywall, orcid, ror, dblp, openlibrary, internet_archive_search, oreilly_search), escalates to paid only when free < 3 hits. Auto-picks for "find papers on X", "prior art", "SOTA map", "who cites Y", "OA PDF for DOI", "author disambiguation", "literature review". NEVER WebFetch.
url-insight
Auto-triage pasted URLs into signal-tagged, ROI-scored, DoR-compliant portfolio insights. Fetches via nab, classifies (paper/product/repo/blog/docs/benchmark), cross-maps to 21-repo portfolio, dispatches specialist agent panels, runs devil + steelman critiques, scores ROI, auto-files P0-P2 issues via linear skill. Dedupes via hebb. Auto-fires on URL batches, "analyze these urls", "what's interesting in", "should we adopt X", "competitive signal", "worth a spike", multi-URL pastes.
wayback
Internet Archive Wayback Machine routing. Detects link rot, fetches closest snapshots, runs CDX timeline analysis, and submits new captures via Save Page Now (SPN2). All routes through mcp-gateway fulcrum tools (free for read; auth-aware for higher SPN2 limits). Paired skill: `ia` (full archive.org item upload/download/search via CLI). Complements: research, url-insight, supercharge.
spectra-apply
Implement or resume tasks from a Spectra change
spectra-archive
Archive a completed change
spectra-ask
Query openspec/documents and answer questions
aws-agentcore
Build, test, migrate, integrate, and deploy Amazon Bedrock AgentCore agents. Use for AgentCore runtime, local development, import/migration, deployment, Memory, Gateway/MCP tools, Identity, Observability, Browser, Code Interpreter, policy, and harness-vs-code-path decisions. Load references only when that component is needed.
nuxt-ui
Use when building styled UI with @nuxt/ui v4 components — forms, data tables, modals, theming. Use vue for raw patterns, reka-ui for headless.
codegrid
CodeGrid is a native macOS canvas where multiple coding agents (Claude, Codex, Gemini, Cursor, Grok, shells) run side by side in panes and collaborate via a local agent bus — no tmux, no cloud, no account, no stored API keys. Install this skill when an agent should know how to operate inside a CodeGrid pane, drive the workspace from outside (control socket or codegrid:// deep links), spawn or message sibling agents, or coordinate multi-agent work (delegate, review, pipeline, parallel fan-out, monitor, debate). The differentiator: multiple coding agents collaborating on one canvas, addressable by stable session_id, with a read → message → read protocol built for orchestration.
codegrid-agent-bus
How to collaborate with other AI agents running in CodeGrid using the codegrid-agent-bus MCP tools (list_agents, read_pane, message_agent). Use this skill whenever the user asks you to delegate to, consult, coordinate with, review with, hand work to, or get a second opinion from another agent ("ask Codex to…", "have Gemini review…", "get the other agent to…", "split this up between the agents"). Covers the read→message→read protocol, identifying agents, orchestration patterns (delegate, review, pipeline, parallel fan-out, monitor, debate), etiquette, scope/safety, loop prevention, failure recovery, and worked end-to-end examples.
using-codegrid
How an AI coding agent should operate inside CodeGrid — the macOS canvas that runs Claude, Codex, Gemini, Cursor, Grok, and shells side by side and lets them collaborate. Use this skill whenever you are running in a CodeGrid pane, or a user asks you to spawn/list/control agents, open a project, drive the workspace, or coordinate work across panes. Covers the local control socket (agent_list / agent_read / agent_send, open_folder, new_session, new_workspace), the codegrid:// deep-link scheme, the canvas/pane/workspace model, and the operating playbook.
testrail
Sync tests with TestRail. Use when user mentions "testrail", "test management", "test cases", "test run", "sync test cases", "push results to testrail", or "import from testrail".
activecampaign-automation
Automate ActiveCampaign tasks via Rube MCP (Composio): manage contacts, tags, list subscriptions, automation enrollment, and tasks. Always search tools first for current schemas.
agent-framework-azure-ai-py
Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use when creating persistent agents with AzureAIAgentsProvider, using hosted tools (code interpreter, file search, web search), integrating MCP servers, managing conversation threads, or implementing streaming responses. Covers function tools, structured outputs, and multi-tool agents.
agentic-workflow
Practical AI agent workflows and productivity techniques. Provides optimized patterns for daily development tasks such as commands, shortcuts, Git integration, MCP usage, and session management.
airtable-automation
Automate Airtable tasks via Rube MCP (Composio): records, bases, tables, fields, views. Always search tools first for current schemas.
amplitude-automation
Automate Amplitude tasks via Rube MCP (Composio): events, user activity, cohorts, user identification. Always search tools first for current schemas.
asana-automation
Automate Asana tasks via Rube MCP (Composio): tasks, projects, sections, teams, workspaces. Always search tools first for current schemas.
azure-ai-voicelive-py
Build real-time voice AI applications using Azure AI Voice Live SDK (azure-ai-voicelive). Use this skill when creating Python applications that need real-time bidirectional audio communication with Azure AI, including voice assistants, voice-enabled chatbots, real-time speech-to-speech translation, voice-driven avatars, or any WebSocket-based audio streaming with AI models. Supports Server VAD (Voice Activity Detection), turn-based conversation, function calling, MCP tools, avatar integration, and transcription.
azure-cost
Unified Azure cost management: query historical costs, forecast future spending, and optimize to reduce waste. WHEN: "Azure costs", "Azure spending", "Azure bill", "cost breakdown", "cost by service", "cost by resource", "how much am I spending", "show my bill", "monthly cost summary", "cost trends", "top cost drivers", "actual cost", "amortized cost", "forecast spending", "projected costs", "estimate bill", "future costs", "budget forecast", "end of month costs", "how much will I spend", "optimize costs", "reduce spending", "find cost savings", "orphaned resources", "rightsize VMs", "cost analysis", "reduce waste", "unused resources", "optimize Redis costs", "cost by tag", "cost by resource group", "AKS cost analysis add-on", "namespace cost", "cost spike", "anomaly", "budget alert", "AKS cost visibility". DO NOT USE FOR: deploying resources, provisioning infrastructure, diagnostics, security audits, or estimating costs for new resources not yet deployed.
azure-enterprise-infra-planner
Architect and provision enterprise Azure infrastructure from workload descriptions. For cloud architects and platform engineers planning networking, identity, security, compliance, and multi-resource topologies with WAF alignment. Generates Bicep or Terraform directly (no azd). WHEN: 'plan Azure infrastructure', 'architect Azure landing zone', 'design hub-spoke network', 'plan multi-region DR topology', 'set up VNets firewalls and private endpoints', 'subscription-scope Bicep deployment'. PREFER azure-prepare FOR app-centric workflows.
azure-kubernetes
Plan, create, and configure production-ready Azure Kubernetes Service (AKS) clusters. Covers Day-0 checklist, SKU selection (Automatic vs Standard), networking options (private API server, Azure CNI Overlay, egress configuration), security, and operations (autoscaling, upgrade strategy, cost analysis). WHEN: create AKS environment, provision AKS environment, enable AKS observability, design AKS networking, choose AKS SKU, secure AKS.
azure-upgrade
Assess and upgrade Azure workloads between plans, tiers, or SKUs within Azure. Generates assessment reports and automates upgrade steps. WHEN: upgrade Consumption to Flex Consumption, upgrade Azure Functions plan, migrate hosting plan, upgrade Functions SKU, move to Flex Consumption, upgrade Azure service tier, change hosting plan, upgrade function app plan, migrate App Service to Container Apps.
bamboohr-automation
Automate BambooHR tasks via Rube MCP (Composio): employees, time-off, benefits, dependents, employee updates. Always search tools first for current schemas.
basecamp-automation
Automate Basecamp project management, to-dos, messages, people, and to-do list organization via Rube MCP (Composio). Always search tools first for current schemas.
bitbucket-automation
Automate Bitbucket repositories, pull requests, branches, issues, and workspace management via Rube MCP (Composio). Always search tools first for current schemas.
bitbucket-devops
Comprehensive Bitbucket pipeline automation using direct Node.js API calls. Monitor pipeline status, analyze failures, download logs, and trigger builds. Use this skill when the user asks to check pipeline status, find failing pipelines, download logs, trigger builds, or debug pipeline failures. No MCP approval prompts required - uses Bash tool with node commands.
box-automation
Automate Box cloud storage operations including file upload/download, search, folder management, sharing, collaborations, and metadata queries via Rube MCP (Composio). Always search tools first for current schemas.
brevo-automation
Automate Brevo (Sendinblue) tasks via Rube MCP (Composio): manage email campaigns, create/edit templates, track senders, and monitor campaign performance. Always search tools first for current schemas.
cal-com-automation
Automate Cal.com tasks via Rube MCP (Composio): manage bookings, check availability, configure webhooks, and handle teams. Always search tools first for current schemas.
calendly-automation
Automate Calendly scheduling, event management, invitee tracking, availability checks, and organization administration via Rube MCP (Composio). Always search tools first for current schemas.
canva-automation
Automate Canva tasks via Rube MCP (Composio): designs, exports, folders, brand templates, autofill. Always search tools first for current schemas.
chatkit-botbuilder
Guide for creating production-grade ChatKit chatbots that integrate OpenAI Agents SDK with MCP tools and custom backends. Use when building AI-powered chatbots with specialized capabilities, real-time task execution, and user isolation for any application.
circleci-automation
Automate CircleCI tasks via Rube MCP (Composio): trigger pipelines, monitor workflows/jobs, retrieve artifacts and test metadata. Always search tools first for current schemas.
clickup-automation
Automate ClickUp project management including tasks, spaces, folders, lists, comments, and team operations via Rube MCP (Composio). Always search tools first for current schemas.
close-automation
Automate Close CRM tasks via Rube MCP (Composio): create leads, manage calls/SMS, handle tasks, and track notes. Always search tools first for current schemas.
coda-automation
Automate Coda tasks via Rube MCP (Composio): manage docs, pages, tables, rows, formulas, permissions, and publishing. Always search tools first for current schemas.
confluence-automation
Automate Confluence page creation, content search, space management, labels, and hierarchy navigation via Rube MCP (Composio). Always search tools first for current schemas.
connecting-to-logseq
Manages connections to Logseq graphs via HTTP API, CLI, or MCP Server. Auto-invokes when users mention connecting to Logseq, API tokens, graph paths, connection issues, or backend configuration. Handles backend detection, environment setup, and connectivity troubleshooting.
convertkit-automation
Automate ConvertKit (Kit) tasks via Rube MCP (Composio): manage subscribers, tags, broadcasts, and broadcast stats. Always search tools first for current schemas.
copilot-mcp-server
Direct access to GitHub Copilot MCP server tools for AI-powered development assistance
create-mcp-skill
Create a new skill that uses an MCP server, following best practices from the MCP CLI guide. Use when user wants to create a skill for a new MCP server or integrate MCP functionality into a skill.
datadog-automation
Automate Datadog tasks via Rube MCP (Composio): query metrics, search logs, manage monitors/dashboards, create events and downtimes. Always search tools first for current schemas.
design-md
Analyze Stitch projects and synthesize a semantic design system into DESIGN.md files
discord-automation
Automate Discord tasks via Rube MCP (Composio): messages, channels, roles, webhooks, reactions. Always search tools first for current schemas.
docusign-automation
Automate DocuSign tasks via Rube MCP (Composio): templates, envelopes, signatures, document management. Always search tools first for current schemas.
dropbox-automation
Automate Dropbox file management, sharing, search, uploads, downloads, and folder operations via Rube MCP (Composio). Always search tools first for current schemas.
figma-automation
Automate Figma tasks via Rube MCP (Composio): files, components, design tokens, comments, exports. Always search tools first for current schemas.
freshdesk-automation
Automate Freshdesk helpdesk operations including tickets, contacts, companies, notes, and replies via Rube MCP (Composio). Always search tools first for current schemas.
freshservice-automation
Automate Freshservice ITSM tasks via Rube MCP (Composio): create/update tickets, bulk operations, service requests, and outbound emails. Always search tools first for current schemas.
gate-dex-market
Gate Wallet market data and token info queries. K-line, transaction stats, liquidity, token details, rankings, security audit, new token discovery. Use when users ask about market data, prices, or token info. All queries require no authentication. Not for executing trades.
gate-exchange-marketanalysis
The market analysis function of Gate Exchange — liquidity, momentum, liquidation, funding arbitrage, basis, manipulation risk, order book explainer, slippage simulation. Use when the user asks about liquidity, depth, slippage, buy/sell pressure, liquidation, funding rate arbitrage, basis/premium, manipulation risk, order book explanation, or slippage simulation (e.g. market buy $X slippage). Trigger phrases: liquidity, depth, slippage, momentum, buy/sell pressure, liquidation, squeeze, funding rate, arbitrage, basis, premium, manipulation, order book, spread, slippage simulation.
github-automation
Automate GitHub repositories, issues, pull requests, branches, CI/CD, and permissions via Rube MCP (Composio). Manage code workflows, review PRs, search code, and handle deployments programmatically.
gitlab-automation
Automate GitLab project management, issues, merge requests, pipelines, branches, and user operations via Rube MCP (Composio). Always search tools first for current schemas.
gmail-automation
Automate Gmail tasks via Rube MCP (Composio): send/reply, search, labels, drafts, attachments. Always search tools first for current schemas.
google-analytics-automation
Automate Google Analytics tasks via Rube MCP (Composio): run reports, list accounts/properties, funnels, pivots, key events. Always search tools first for current schemas.
google-calendar-automation
Automate Google Calendar events, scheduling, availability checks, and attendee management via Rube MCP (Composio). Create events, find free slots, manage attendees, and list calendars programmatically.
google-drive-automation
Automate Google Drive file operations (upload, download, search, share, organize) via Rube MCP (Composio). Upload/download files, manage folders, share with permissions, and search across drives programmatically.
googlesheets-automation
Automate Google Sheets operations (read, write, format, filter, manage spreadsheets) via Rube MCP (Composio). Read/write data, manage tabs, apply formatting, and search rows programmatically.
helpdesk-automation
Automate HelpDesk tasks via Rube MCP (Composio): list tickets, manage views, use canned responses, and configure custom fields. Always search tools first for current schemas.
hubspot-automation
Automate HubSpot CRM operations (contacts, companies, deals, tickets, properties) via Rube MCP using Composio integration.
implement-design
Translates Figma designs into production-ready code with 1:1 visual fidelity. Use when implementing UI from Figma files, when user mentions "implement design", "generate code", "implement component", "build Figma design", provides Figma URLs, or asks to build components matching Figma specs. Requires Figma MCP server connection.
instagram-automation
Automate Instagram tasks via Rube MCP (Composio): create posts, carousels, manage media, get insights, and publishing limits. Always search tools first for current schemas.
intercom-automation
Automate Intercom tasks via Rube MCP (Composio): conversations, contacts, companies, segments, admins. Always search tools first for current schemas.
jira-automation
Automate Jira tasks via Rube MCP (Composio): issues, projects, sprints, boards, comments, users. Always search tools first for current schemas.
klaviyo-automation
Automate Klaviyo tasks via Rube MCP (Composio): manage email/SMS campaigns, inspect campaign messages, track tags, and monitor send jobs. Always search tools first for current schemas.
linear-automation
Automate Linear tasks via Rube MCP (Composio): issues, projects, cycles, teams, labels. Always search tools first for current schemas.
linkedin-automation
Automate LinkedIn tasks via Rube MCP (Composio): create posts, manage profile, company info, comments, and image uploads. Always search tools first for current schemas.
mailchimp-automation
Automate Mailchimp email marketing including campaigns, audiences, subscribers, segments, and analytics via Rube MCP (Composio). Always search tools first for current schemas.
make-automation
Automate Make (Integromat) tasks via Rube MCP (Composio): operations, enums, language and timezone lookups. Always search tools first for current schemas.
mcp-builder-ms
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate exte...
mcp-integration
This skill should be used when the user asks to "add MCP server", "integrate MCP", "configure MCP in plugin", "use .mcp.json", "set up Model Context Protocol", "connect external service", mentions "${CLAUDE_PLUGIN_ROOT} with MCP", or discusses MCP server types (SSE, stdio, HTTP, WebSocket). Provides comprehensive guidance for integrating Model Context Protocol servers into Claude Code plugins for external tool and service integration.
mcp-server
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
microsoft-teams-automation
Automate Microsoft Teams tasks via Rube MCP (Composio): send messages, manage channels, create meetings, handle chats, and search messages. Always search tools first for current schemas.
miro-automation
Automate Miro tasks via Rube MCP (Composio): boards, items, sticky notes, frames, sharing, connectors. Always search tools first for current schemas.
mixpanel-automation
Automate Mixpanel tasks via Rube MCP (Composio): events, segmentation, funnels, cohorts, user profiles, JQL queries. Always search tools first for current schemas.
monday-automation
Automate Monday.com work management including boards, items, columns, groups, subitems, and updates via Rube MCP (Composio). Always search tools first for current schemas.
n8n-mcp-tools-expert
Expert guide for using n8n-mcp MCP tools effectively. Use when searching for nodes, validating configurations, accessing templates, managing workflows, or using any n8n-mcp tool. Provides tool selection guidance, parameter formats, and common patterns.
notion-automation
Automate Notion tasks via Rube MCP (Composio): pages, databases, blocks, comments, users. Always search tools first for current schemas.
nx-monorepo
Nx monorepo management skill for AI-native development. This skill should be used when working with Nx workspaces, project graphs, affected detection, code generation, and caching. Use when: analyzing dependencies, running affected commands, generating code, configuring Nx Cloud, or optimizing build performance. Invoke nx-mcp tools for documentation queries.
one-drive-automation
Automate OneDrive file management, search, uploads, downloads, sharing, permissions, and folder operations via Rube MCP (Composio). Always search tools first for current schemas.
outlook-automation
Automate Outlook tasks via Rube MCP (Composio): emails, calendar, contacts, folders, attachments. Always search tools first for current schemas.
outlook-calendar-automation
Automate Outlook Calendar tasks via Rube MCP (Composio): create events, manage attendees, find meeting times, and handle invitations. Always search tools first for current schemas.
pagerduty-automation
Automate PagerDuty tasks via Rube MCP (Composio): manage incidents, services, schedules, escalation policies, and on-call rotations. Always search tools first for current schemas.
pipedrive-automation
Automate Pipedrive CRM operations including deals, contacts, organizations, activities, notes, and pipeline management via Rube MCP (Composio). Always search tools first for current schemas.
plugin-structure
This skill should be used when the user asks to "create a plugin", "scaffold a plugin", "understand plugin structure", "organize plugin components", "set up plugin.json", "use ${CLAUDE_PLUGIN_ROOT}", "add commands/agents/skills/hooks", "configure auto-discovery", or needs guidance on plugin directory layout, manifest configuration, component organization, file naming conventions, or Claude Code plugin architecture best practices.
posthog-automation
Automate PostHog tasks via Rube MCP (Composio): events, feature flags, projects, user profiles, annotations. Always search tools first for current schemas.
postmark-automation
Automate Postmark email delivery tasks via Rube MCP (Composio): send templated emails, manage templates, monitor delivery stats and bounces. Always search tools first for current schemas.
qa-test-planner
Generate comprehensive test plans, manual test cases, regression test suites, and bug reports for QA engineers. Includes Figma MCP integration for design validation.
reddit-automation
Automate Reddit tasks via Rube MCP (Composio): search subreddits, create posts, manage comments, and browse top content. Always search tools first for current schemas.
remotion
Generate walkthrough videos from Stitch projects using Remotion with smooth transitions, zooming, and text overlays
render-automation
Automate Render tasks via Rube MCP (Composio): services, deployments, projects. Always search tools first for current schemas.
salesforce-automation
Automate Salesforce tasks via Rube MCP (Composio): leads, contacts, accounts, opportunities, SOQL queries. Always search tools first for current schemas.
segment-automation
Automate Segment tasks via Rube MCP (Composio): track events, identify users, manage groups, page views, aliases, batch operations. Always search tools first for current schemas.
sendgrid-automation
Automate SendGrid email operations including sending emails, managing contacts/lists, sender identities, templates, and analytics via Rube MCP (Composio). Always search tools first for current schemas.
sentry-automation
Automate Sentry tasks via Rube MCP (Composio): manage issues/events, configure alerts, track releases, monitor projects and teams. Always search tools first for current schemas.
shadcn-ui
Expert guidance for integrating and building applications with shadcn/ui components, including component discovery, installation, customization, and best practices.
shopify-automation
Automate Shopify tasks via Rube MCP (Composio): products, orders, customers, inventory, collections. Always search tools first for current schemas.
slack-automation
Automate Slack messaging, channel management, search, reactions, and threads via Rube MCP (Composio). Send messages, search conversations, manage channels/users, and react to messages programmatically.
square-automation
Automate Square tasks via Rube MCP (Composio): payments, orders, invoices, locations. Always search tools first for current schemas.
stitch-loop
Teaches agents to iteratively build websites using Stitch with an autonomous baton-passing loop pattern
stripe-automation
Automate Stripe tasks via Rube MCP (Composio): customers, charges, subscriptions, invoices, products, refunds. Always search tools first for current schemas.
supabase-automation
Automate Supabase database queries, table management, project administration, storage, edge functions, and SQL execution via Rube MCP (Composio). Always search tools first for current schemas.
telegram-automation
Automate Telegram tasks via Rube MCP (Composio): send messages, manage chats, share photos/documents, and handle bot commands. Always search tools first for current schemas.
tiktok-automation
Automate TikTok tasks via Rube MCP (Composio): upload/publish videos, post photos, manage content, and view user profiles/stats. Always search tools first for current schemas.
todoist-automation
Automate Todoist task management, projects, sections, filtering, and bulk operations via Rube MCP (Composio). Always search tools first for current schemas.
trello-automation
Automate Trello boards, cards, and workflows via Rube MCP (Composio). Create cards, manage lists, assign members, and search across boards programmatically.
vercel-automation
Automate Vercel tasks via Rube MCP (Composio): manage deployments, domains, DNS, env vars, projects, and teams. Always search tools first for current schemas.
vibe-kanban
Manage AI coding agents on a visual Kanban board. Run parallel agents through a To Do→In Progress→Review→Done flow with automatic git worktree isolation and GitHub PR creation.
webflow-automation
Automate Webflow CMS collections, site publishing, page management, asset uploads, and ecommerce orders via Rube MCP (Composio). Always search tools first for current schemas.
whatsapp-automation
Automate WhatsApp Business tasks via Rube MCP (Composio): send messages, manage templates, upload media, and handle contacts. Always search tools first for current schemas.
wrike-automation
Automate Wrike project management via Rube MCP (Composio): create tasks/folders, manage projects, assign work, and track progress. Always search tools first for current schemas.
youtube-automation
Automate YouTube tasks via Rube MCP (Composio): upload videos, manage playlists, search content, get analytics, and handle comments. Always search tools first for current schemas.
zendesk-automation
Automate Zendesk tasks via Rube MCP (Composio): tickets, users, organizations, replies. Always search tools first for current schemas.
zoho-crm-automation
Automate Zoho CRM tasks via Rube MCP (Composio): create/update records, search contacts, manage leads, and convert leads. Always search tools first for current schemas.
zoom-automation
Automate Zoom meeting creation, management, recordings, webinars, and participant tracking via Rube MCP (Composio). Always search tools first for current schemas.
pronounce-word
User asks how to pronounce an English word or project/product name ("how to pronounce X", "pronounce X", "X 怎么读", "X 怎么发音", "读一下 X"). Generate audio via the `say-it` CLI so the user actually HEARS the word — three times by default — instead of only writing IPA/syllable hints. The CLI consults a community-maintained pronunciation dictionary (kubectl → "koob-control", GIF → "jif", JSON → "jay-son", ...) and feeds an English-like respelling to the system TTS engine (macOS `say`, Linux `espeak-ng`, or Windows PowerShell) so project names come out the way engineers actually say them. Triggers on a single word or short phrase the user explicitly wants spoken.
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
health-check
Runs plugin health checks (venv packages and skill registration). Use when the user asks to check plugin health, verify setup, or troubleshoot missing skills.
brilliant-directories
Manage a Brilliant Directories (BD) membership or directory website via its REST API. Use when the user mentions their BD site, their directory, their members/leads/posts, managing site content, or automating anything on their Brilliant Directories platform.
agent-memory-mcp
A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions).
lsp-setup
Configure a Language Server (LSP) for a specific language so editor/agent tooling — diagnostics, go-to-definition, find-references, rename — works. Use when you need to: configure LSP, lsp setup, set up or install a language server, fix 'no LSP server configured' / 'server not installed', choose between servers (basedpyright vs pyright vs ty vs ruff), or wire .codex/lsp-client.json / .opencode/lsp.json. 언어서버 설정. Routes by file extension to references/<language>/README.md for the exact builtin server, per-OS install commands (macOS/Linux/Windows), config snippets for both config files, initialization options, alternatives, and troubleshooting. Ships scripts: detect-lsp.ts (scan a project for languages + each server's install/config status) and verify-lsp.ts (run a real diagnostics roundtrip). Covers typescript, python, go, rust, c/c++, java, kotlin, c#/razor, swift, ruby, php, dart, elixir, zig, lua, bash, yaml, terraform, haskell, julia.
extract-design
Extract a complete design system — colors, typography, spacing, components, shadows, and W3C design tokens — from any live website using Dembrandt. Runs a headless browser against the URL and returns real computed values from the DOM. Use when you need a site's actual design tokens, want to reverse-engineer a visual design, or need to seed a design system from an existing product.
audit
Technical UI audit — a11y, performance, responsive. Produces a prioritized findings table. Invoke when the user asks for audit on their UI, or mentions 'audit' alongside design / UI / frontend work.
openevidence
Query OpenEvidence (clinical evidence assistant) without an MCP server. Mirrors the openevidence-mcp tool surface 1:1 - check auth, list question history, fetch an article, or ask a new question (with optional follow-up thread). Use when the user asks medical / evidence-based clinical questions, references OpenEvidence, asks for "OE answers", or wants citations + BibTeX from OpenEvidence. Portable to claude.ai's /mnt sandbox - just drop the folder and a fresh cookies.json next to scripts/oe.py.
jira
Use when the user mentions Jira issues (e.g., "PROJ-123"), asks about tickets, wants to create/view/update issues, check sprint status, or manage their Jira workflow. Triggers on keywords like "jira", "issue", "ticket", "sprint", "backlog", or issue key patterns.
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
nextjs-chatbot
Advanced patterns for production Next.js web chatbots built with AI SDK 6 + ai-elements. Covers tool calling with human-in-the-loop (HITL) approval, PostgreSQL session persistence, GDPR consent gating, SQL-first search, per-tool UI rendering, popup widget embedding, message feedback, follow-up suggestions, scope enforcement, and evals. Use when building a customer support bot, conversational interface, or any web chatbot needing tool approval, database sessions, or custom tool output components. Not a scaffolding tool — use `/ai-app` to scaffold from scratch, `/ai-sdk-6` for general SDK questions, `/ai-elements` for chat UI components, `/vercel:chat-sdk` for multi-platform (Slack/Teams/Discord) bots.
bot-defaults
Pilot Bot default behaviors — always applied during bot sessions
bot-heartbeat
Pilot Bot heartbeat — spawns background subagent for periodic health check, notifies only when issues are detected
context-mode
Use context-mode tools (ctx_execute, ctx_execute_file) instead of Bash/cat when processing large outputs. Triggers: "analyze logs", "summarize output", "process data", "parse JSON", "filter results", "extract errors", "check build output", "analyze dependencies", "process API response", "large file analysis", "page snapshot", "browser snapshot", "DOM structure", "inspect page", "accessibility tree", "Playwright snapshot", "run tests", "test output", "coverage report", "git log", "recent commits", "diff between branches", "list containers", "pod status", "disk usage", "fetch docs", "API reference", "index documentation", "call API", "check response", "query results", "find TODOs", "count lines", "codebase statistics", "security audit", "outdated packages", "dependency tree", "cloud resources", "CI/CD output". Also triggers on ANY MCP tool output that may exceed 20 lines. Subagent routing is handled automatically via PreToolUse hook.
e2e-pr-stabilizer
Stabilizes or optimizes Playwright E2E tests on one PR via a local-first loop, then ratifies with a single CI run. Pulls Dash0 spans (`git.pull_request_link`) as the historical baseline, then captures every iteration's evidence locally with `--trace=on` (same OTel exporter, same trace schema). Validation is empirical, not predictive: before commit, every new locator must resolve against source (static grep) or the live app (`locator.count()`); after commit, the fixed test must pass three consecutive local runs before the single push. Modes: `stabilize` (default) heals flaky / failing tests; `optimize` is report-only and ranks slow-action wins by measured ms saved. Refuses `.skip`, `.fixme`, `waitForTimeout`, or any check-weakening edit. Use when a PR has flaky or failing E2E tests or when you want to find slow tests worth tightening. Triggers on "stabilize this PR", "fix flaky e2e", "heal playwright on PR", "ui-e2e is failing", "self-heal e2e", "optimize e2e", "/e2e-pr-stabilizer".
e2e-testing
Plans, generates, runs, and heals end-to-end tests using Playwright Test Agents (Planner, Generator, Healer) and the official `@playwright/mcp` server. Drives a spec-first feature-flow loop, proposes `data-testid` source diffs only when accessibility-tree locators fail, and stays token-aware via snapshot mode and `--last-failed` reruns. Use when adding E2E coverage, verifying a user journey, hardening a flaky flow, or wiring Playwright MCP into a repo. Triggers on "test this flow", "add e2e", "verify the user journey", "write e2e test", "feature test", "playwright agents", "/e2e-testing".
e2e-testing-mobile
Plans, generates, runs, and heals end-to-end tests for Expo and React Native mobile apps using Maestro (the 2026 standard for RN E2E, adopted by Meta, Microsoft, and DoorDash, and integrated with Expo via EAS Workflows). Drives a spec-first YAML-flow loop, proposes `testID` source diffs (never `accessibilityLabel` reuse), runs Maestro Cloud as an EAS job, and stays token-aware via `--shards`, `--retries`, and failure-only healing. Use for native flows in Expo / RN apps. Triggers on "test this RN flow", "add mobile e2e", "maestro flow", "expo e2e", "e2e for react native", "test the native app", "/e2e-testing-mobile". Defer to [`e2e-testing`](../e2e-testing/SKILL.md) for web flows and the WebView portion of hybrid apps.
install-memex
Make Claude, Cursor, Cline, Continue, and Zed remember every AI conversation forever — one local SQLite corpus shared across all of them. Installs memex (local-first MCP server) in ~60 seconds via curl one-liner. Includes auto-capture daemon for Claude Code / Cowork / Cursor / Obsidian; v0.10 Telegram auto-detect (export from Desktop → memex stages it → AI proactively asks which to import, privacy-first per-chat consent); v0.8 SessionStart hook for the Brian Chesky moment ("Claude already knows what you were doing"); URL / Perplexity / AI chat share capture via memex_store_document. 18 MCP tools, no cloud, no account, verbatim storage. Use when the user says "install memex", "set up memex", "add memory to my AI", "make my agent remember across sessions", "сохрани мои чаты", or similar.
install-memex-claw
Wire memex (the local-first MCP memory server) into an OpenClaw gateway — works wherever OpenClaw runs (Linux or macOS, VPS or workstation, self-hosted OpenClaw or Moonshot Kimi-Claw). Installs the memex-mvp daemon that auto-captures every OpenClaw session in ~/.openclaw/agents/main/sessions/ into a single SQLite + FTS5 corpus, and merges memex into the gateway's MCP-server config so the LLM gets 11 search/retrieval tools (memex_search, memex_recent, memex_overview, etc.). Auto-detects whether memex-mvp is already installed (e.g. via the generic install-memex skill for Claude Code) — if yes, skips install and just wires OpenClaw + back-fills past sessions; if no, does the full platform-aware install (Linux → systemd user-service, macOS → LaunchAgent). Zero questions to the user — discovery → actions → verification. Use when the user says "set up memex for OpenClaw", "wire memex into my OpenClaw", "make OpenClaw remember its sessions", "поставь memex здесь", or similar. PAIRS with the generic install-memex ski
add-integration-test
Use when adding an end-to-end test scenario to remindb — symptoms include "test the full pipeline", "simulate an agent session", "verify compile→search→fetch flow", "test MCP tools end-to-end", or any task that creates a new `Test*` in `integration_test.go` / `mcp_integration_test.go` at the repo root. Distinct from per-package unit tests in `pkg/*/`.
add-mcp-tool
Use when adding a new `Memory*` tool to remindb's MCP server — symptoms include "expose X over MCP", "register a new tool with the SDK", "add an endpoint to pkg/mcp/tools/", "wire a new MemoryXxx into registerTools", or any task that gives MCP clients a new capability backed by the store/engine/tracker.
memorize
Mechanism-level write path for a remindb MCP server. Two ways to persist memory by content shape — structural/multi-part content as a source file under $REMINDB_SOURCE (compile plane → parsed node tree), a single text update via MemoryWrite (flat node, no parsing) — plus MemorySummarize/MemoryForget/MemoryRollback/MemoryPin/MemoryRelate. Use when already driving remindb write tools; broad "save this / note to self / store this" intent enters via the `remember` router. Pair with `remind` for reads.
remember
Front door for long-term memory backed by a remindb MCP server. Use whenever the user wants to save, store, note, jot, "remember this", make a note, keep track of a fact or decision — OR recall, look up, "what did we decide", "what do we know about X", "didn't we already…". Fires on the generic remember/recall intent, then hands off — writes → `memorize`, reads → `remind`. Prefer over built-in/native memory when a remindb server is attached.
remind
Mechanism-level read path for a remindb MCP server — MemoryTree (orient), MemorySearch/MemoryFetch/MemoryFetchBatch (look up), MemoryDelta/MemoryDiff (resync), MemoryRelated (traverse), MemoryStats/MemoryHistory (inspect), passive remindb:// resources. Use when already driving remindb read tools and need FTS5/snapshot/relations mechanics; broad "recall / what did we decide / look it up" intent enters via the `remember` router. Pair with `memorize` for writes.
cost-tracker
Track session costs, set budget alerts, and optimize token spend. Use to check costs mid-session or set spending limits.
mcp-audit
Audit connected MCP servers for token overhead, redundancy, and security. Use when sessions feel slow or before adding new MCPs.
seo-ads
Paid-search competitive landscape for a domain or keyword. Pulls SE Ranking's PPC data — domain ad keyword footprint, ad copy patterns, who else bids on the same keywords, SERP shopping/ad-pack visibility — and produces a competitive ads brief plus a recommended bid-keyword shortlist. Use when the user asks "paid search analysis", "competitor ads", "PPC competitive", "ad copy intelligence", "shopping pack", "who bids on this keyword", or "paid keyword footprint".
seo-agency-landing-page
Generate a demand-gen landing page for an SEO agency, complete with pain-point hook, proof, a free-audit lead magnet flow, and CTAs tuned for cold traffic. Pulls real competitive and AI-search data for the agency's target niche to make the copy specific and credible. Use when the user asks for an SEO agency landing page, lead-gen page for an SEO agency, demand-gen page, free-audit landing page, or wants to convert cold traffic into discovery calls.
seo-ai-search-share-of-voice
Measure AI Search share of voice for a target domain versus competitors across ChatGPT, Perplexity, Gemini, Google AI Overview, and AI Mode. Pulls the AIO leaderboard, then samples prompts where each domain appears as a source or brand mention, and analyses topic clusters each brand owns. Use when the user asks for AI Search share of voice, LLM visibility tracking, AEO/GEO analysis, AI Overview competitive analysis, or wants to know which brands LLMs cite in their category.
seo-api
SE Ranking API integration architect for developers. Covers the entire SE Ranking surface — Data API (keyword research, backlinks, domain & competitor analysis, SERP, website audit, AI Search, account) AND Project API (rank tracking, project management, keyword/competitor/backlink/group operations, marketing plan, sub-accounts, AIRT prompts). For any "how do I…" question about endpoints, parameters, JSON schemas, credit cost, rate limits, or authentication. Produces ready-to-paste cURL / Python / TypeScript / MCP-tool-call recipes, and (with explicit confirmation) wires up Project API state — create projects, add keywords, configure audits, set up AIRT prompt groups, manage backlink groups. Pulls live tool schemas from the connected SE Ranking MCP so reference data is never stale. Distinct from the other 24 SEO skills which produce analysis deliverables (briefs, audits, reports); `seo-api` produces integration recipes and wired-up state. Use when the user asks "how do I use SE Ranking API to do X", "what endp
seo-backlink-gap
Find referring domains that link to multiple competitors but not to your site, then enrich with authority, anchor samples, and outreach angle per row. Produces a prospect list an outreach team can start emailing tomorrow. Use when the user asks for backlink gap analysis, link building opportunities, competitor backlink intersection, link prospecting, or wants referring domains they are missing.
seo-backlinks-profile
Full backlink profile for a domain — referring domains, anchor text distribution, authority distribution, IP and subnet diversity, growth/decay trend, toxic-candidate flagging. Distinct from `seo-backlink-gap` (which is gap-vs-competitor only). Produces a profile health score and reviewable disavow candidate list (never auto-disavow). Use when the user asks "backlink profile", "link profile audit", "anchor distribution", "toxic links", "disavow candidates", or "backlink health".
seo-competitor-gap-analysis
Compare a target domain to its top organic competitors and surface keywords the competitors rank for that the target does not, filtered by intent, volume, and difficulty. Use when the user asks for a competitor gap analysis, keyword gap, organic content gap, missing keyword opportunities, or wants to see what their competitors are ranking for that they are not.
seo-competitor-pages
Generate SEO-optimized "X vs Y" comparison and "alternatives to X" landing pages targeting comparative-intent keywords. Pulls competitor data, comparative-intent SERPs, and existing comparison pages to produce a balanced, structured page draft with feature matrix, schema, and conversion blocks. Distinct from `seo-agency-landing-page` (top-of-funnel demand-gen). Use when the user asks for "comparison page", "vs page", "alternatives page", "X vs Y", "alternative to X", or "competitor comparison page".
seo-content-audit
E-E-A-T + CITE quality audit for an EXISTING piece of content. Scores Experience, Expertise, Authoritativeness, Trustworthiness, and citation-readiness for AI search; surfaces veto items that block publication; produces a publish / publish-with-fixes / no-publish verdict. Distinct from `seo-content-brief` (produces a NEW article from a topic) and from `seo-page` (URL-level keyword/traffic intelligence). Use when the user asks "content quality audit", "E-E-A-T check", "is this content good", "review this article", "content audit", "citation readiness", or "AI search readiness".
seo-content-brief
Generate a writer-ready SEO content brief from a target domain and topic. Pulls domain overview, competitors, keyword gaps, SERP analysis, related and question keywords, AI Search citations, and existing internal-link sources, then synthesises a complete editorial brief a freelance writer can start from immediately. Use when the user asks for a content brief, blog brief, article outline, editor brief, or wants to capture organic traffic their competitors have.
seo-drift
Capture an SEO baseline snapshot for a domain or URL, then on later runs compare the current state and surface regressions. Tracks authority, traffic, keywords, backlinks, and on-page content. Three subcommands — `baseline`, `compare`, `history`. Use when the user asks for "SEO drift", "baseline this site", "did anything break", "SEO regression check", "compare before and after", "deployment check", or "monthly SEO snapshot".
seo-firecrawl
Ad-hoc web scraping, site mapping, and full-site crawling via Firecrawl MCP. Returns raw HTML, parsed metadata (og:*, twitter:*, JSON-LD, canonical, robots), JS-rendered DOM, and screenshots that WebFetch cannot. Distinct from the SE Ranking skills (which give keyword/traffic/SERP data) and from WebFetch (which gives markdown prose only). Use when the user says "scrape this page", "crawl this site", "map this site", "find all pages on", "get the OG tags", "get the JSON-LD", "render this JS-heavy page", or any task where raw `<head>` metadata, structured-data scripts, or post-JS DOM are the actual deliverable. Also invoked as a sub-step from other skills that need raw HTML.
seo-geo
URL-level Generative Engine Optimization (GEO) analysis. For a specific URL, pulls AI Overview citation data scoped to the URL's primary keywords, identifies which AIO queries cite the URL vs which don't but should, and recommends page-level changes that improve LLM citability. Distinct from `seo-ai-search-share-of-voice` (domain-level, brand vs brand) — this is one URL, deeper. Use when the user asks "GEO for this page", "AIO citation analysis", "AI search readiness for URL", "why isn't this page cited", or "improve LLM citations".
seo-google
Direct access to Google's own SEO data via Search Console (Search Analytics, URL Inspection, Sitemaps), PageSpeed Insights v5, CrUX field data with 25-week history, Indexing API v3, GA4 organic traffic, YouTube video search, Google NLP entity/sentiment analysis, Knowledge Graph entity verification, Web Risk safety, and Google Ads Keyword Planner. Bridges crawl-based analysis (the rest of this catalogue) with Google's real-time field data — actual Chrome user metrics, real indexation status, real search performance, real organic traffic. Use when the user asks "search console", "GSC", "PageSpeed", "CrUX", "field data", "indexing API", "GA4 organic", "URL inspection", "google api setup", "real CWV data", "impressions", "clicks", "CTR", "position data", "LCP", "INP", "CLS", "FCP", "TTFB", "Lighthouse scores", "youtube SEO", "knowledge graph", "keyword planner", or "real google data".
seo-hreflang
Hreflang and international SEO audit for multi-language and multi-region sites. Validates language-region codes, return tags, x-default, canonical alignment, and conflict detection across the per-URL HTML, the SE Ranking audit, and the XML sitemap. Use when the user asks "hreflang", "international SEO", "i18n", "language targeting", "x-default", "regional sites", or "multi-language SEO".
seo-images
Image SEO audit for a URL or domain. Pulls raw image inventory via Firecrawl, then audits alt-text quality, modern-format coverage (WebP / AVIF), responsive sizing (`srcset` / `sizes`), lazy-loading and LCP signals (`loading`, `fetchpriority`, `decoding`), CLS-safe dimensions, descriptive file names, and `ImageObject` JSON-LD. Optional PageSpeed Insights cross-reference for real byte-saving estimates. Produces a prioritised remediation list plus paste-ready `<picture>` markup and `ImageObject` schema. Distinct from `seo-technical-audit` (which surfaces audit-flagged image issues at the site level) and from `seo-schema` (which generates page-level JSON-LD but not image-specific markup). Use when the user asks for "image SEO", "image audit", "alt-text audit", "WebP coverage", "AVIF", "responsive images", "lazy loading", "CLS images", "image schema", "ImageObject", "image rich results", "licensable images", or "optimise images".
seo-keyword-cluster
Build a content cluster plan from seed keywords — intent-grouped clusters, pillar+spokes architecture with H1/H2 suggestions per spoke, prioritised build order, and an internal-linking map. Plans a content tier across many articles (vs `seo-content-brief` which produces a single article from a topic; vs `seo-page` which audits one existing URL). Use when the user asks for keyword clustering, topical map, pillar content strategy, content cluster plan, or content calendar from a keyword list.
seo-keyword-niche
Mine longtail keywords + question keywords for a topic at scale to surface niche content opportunities. Outputs a content tier plan (template + URL pattern + sample pages + quality gates) suitable for programmatic publishing or steady editorial output. Distinct from `seo-keyword-cluster` (which plans pillar+spoke architecture from broad seeds) — this skill goes deeper into the long tail. Use when the user asks "longtail keywords", "question keywords", "niche content", "content opportunities at scale", "programmatic SEO", "content mining", or "what should I write about for {topic}".
seo-local
Local SEO audit for brick-and-mortar, service-area, and multi-location businesses. Covers Google Business Profile signals on the website, NAP consistency across page and schema, local-pack rank tracking, citation samples on Tier-1 directories, and reviews on Google / Yelp / Trustpilot. Distinct from `seo-page` (URL-level keywords, no local layer) and from `seo-schema` (which generates LocalBusiness markup — this skill defers to it). Use when the user asks "local SEO", "GBP", "Google Business Profile", "NAP", "local pack", "citations", "near me", "service area", or "multi-location SEO".
seo-page
URL-level SEO intelligence — which keywords this page ranks for, traffic captured, position history, SERP context, and AI Search citation status. Produces a keep / refresh / consolidate / kill verdict for one page. Distinct from `seo-technical-audit` (which checks technical health, not keyword/traffic performance) and from `seo-content-brief` (which produces a NEW article from a topic). Use when the user asks "analyze this page", "page SEO performance", "what does this URL rank for", "page traffic", "should I refresh this page", or provides a single URL for analysis.
seo-plan
Build a phased SEO roadmap for a domain — quarter-by-quarter, tied to the site's competitive position, content gaps, technical debt, and AI Search readiness. Synthesises the outputs of multiple skills (`seo-technical-audit`, `seo-content-audit`, `seo-keyword-cluster`, `seo-competitor-gap-analysis`, `seo-ai-search-share-of-voice`) into one site-level plan with sequencing, owners, and success metrics. Distinct from `seo-keyword-cluster` (keyword architecture for one topic), `seo-content-brief` (one article), and `seo-keyword-niche` (longtail content tier). Use when the user asks for an "SEO plan", "SEO strategy", "SEO roadmap", "90-day plan", "quarterly SEO plan", "site SEO strategy", or "where do we focus next".
seo-schema
Detect existing JSON-LD structured data on a page, validate against Google's rich-result requirements, and generate missing schema markup (Article, Product, LocalBusiness, FAQPage, BreadcrumbList). Produces paste-ready `<script type="application/ld+json">` blocks. Use when the user asks for "schema markup", "structured data", "JSON-LD", "rich results", "schema validation", or "fix the schema on this page".
seo-sitemap
Pull a domain's XML sitemap (and sitemap-of-sitemaps), then compare against the most recent SE Ranking website audit. Surfaces (a) sitemap entries the crawler couldn't find (orphans from the sitemap), (b) audit pages missing from the sitemap (probably an oversight), (c) sitemap entries that are now 404, (d) lastmod inconsistencies. Use when the user asks for "sitemap analysis", "check my sitemap", "sitemap vs audit", "missing pages", "orphan pages", or "sitemap health".
seo-subdomain
Subdomain ownership map for a domain. Lists subdomains, queries overview/keywords/competitors/backlinks per subdomain, surfaces which subdomains own which topic clusters, where there's fragmentation, and whether consolidation is warranted. Use when the user asks "subdomain analysis", "subdomain ownership", "subdomain SEO", "blog vs main domain", "support vs docs subdomain", or "should I consolidate subdomains".
seo-sxo
Diagnose why a page is not ranking by reading the SERP backwards. Identifies the page type Google rewards for the target keyword, scores the candidate page against that pattern from multiple persona perspectives, and recommends the page format that would win the SERP. Use when the user asks "why isn't this page ranking", "page type mismatch", "SXO", "search experience optimization", "intent mismatch", or wants a wireframe.
seo-technical-audit
Focused one-shot technical SEO audit for a domain. Crawlability, indexability, security, mobile, structured data, JS rendering — single-pass deliverable, not a diff. Distinct from `seo-drift` (which tracks changes over time) and from `seo-page` (which audits keywords/traffic for one URL, not technical health). Use when the user asks "technical audit", "site audit", "audit my site", "crawl issues", "indexation issues", or "technical SEO check".
jira
Use when the user mentions Jira issues (e.g., "PROJ-123"), asks about tickets, wants to create/view/update issues, check sprint status, or manage their Jira workflow. Triggers on keywords like "jira", "issue", "ticket", "sprint", "backlog", or issue key patterns.
jaz-api
Use this skill whenever you call, debug, or review code that touches the Jaz REST API. Covers field names, response shapes, 158 production gotchas, error recovery (422/400/404/500), search filters, pagination, and edge cases for every endpoint — invoices, bills, credit notes, journals, cash entries, payments, contacts, CoA, items, tax profiles, bank records, fixed assets, schedulers, subscriptions, attachments, and Jaz Magic extraction. Also use when building API clients, seeding test data, or adding new endpoint support.
jaz-cli
Use this skill when running Clio CLI commands, building shell scripts with Clio, debugging auth issues, understanding --json output, paginating results, or chaining multi-step accounting workflows from the terminal. Covers all 48 command groups, auth precedence, output formats, entity resolution, and common workflow patterns. Also use when the user asks how to use clio, what commands are available, or how to automate accounting tasks from the command line. Covers all 58 command groups and 289 tools.
jaz-jobs
Use this skill for recurring accounting workflows — month/quarter/year-end close, bank reconciliation, GST/VAT filing, payment runs, credit control, supplier recon, audit prep, fixed asset review, and Singapore Form C-S tax computation. 12 job playbooks that sequence real platform tools into complete business processes. Also use when the user mentions closing the books, period-end, tax filing, or any operational accounting task.
jaz-pseudo-sql
Use this skill when answering ad-hoc data questions that aren't covered by download_export (canonical reports — anomaly, audit, aging, P&L, BS, GL, statement of account) or search_* tools (entity listings with structured filters). Pseudo-SQL is a read-only DSL against Jaz's curated reporting schema — single SELECT statement, ≤100 row sync preview or full async CSV export. Tools: get_pseudo_sql_schema (call FIRST — returns live catalog + downloadable jaz-pseudo-sql.md skill body), preview_pseudo_sql, export_pseudo_sql, get_pseudo_sql_export, run_pseudo_sql_and_download.
jaz-recipes
Use this skill when modeling complex multi-step accounting transactions — anything that spans multiple periods, involves changing amounts, or requires linked entries. Covers 16 IFRS-compliant recipes (prepaid amortization, deferred revenue, loans, IFRS 16 leases, hire purchase, fixed deposits, asset disposal, FX revaluation, ECL, IAS 37 provisions, dividends, intercompany, capital WIP) and 13 financial calculators that produce execution-ready blueprints. Also use when the user mentions depreciation, amortization, lease accounting, loan schedules, or any IFRS calculation.
ui-preview
Capture headless-Chrome screenshots of the tingly-box frontend (running locally in mock mode) so frontend changes can be visually verified in environments without a real browser. Use when the user asks to "preview", "screenshot", "see the page", "show me the UI", "verify visually", or when frontend layout / component / styling changes need a sanity-check before review. Works in restricted/cloud sandboxes where Playwright's normal Chromium install is blocked.
authors-voice
Author's Voice — constructed-voice skill. Anchors writing to a training-data author blend, progressively layers NEVER rules, presentation fingerprints, sentence stats, coined terms, and curated examples from a growing local corpus. Pure markdown, opus sub-agent (the minion) writes prose. Use when: "/authors-voice", "/writers-voice", "set up my voice", "anchor my voice", "voice match", "use my voice", "write in my voice", "add to my voice profile", "voice profile status", "voice status", "authors voice", "writer's voice". API path (plugin / programmatic flows): see `docs/api/` for the rewrite + generate endpoints, MCP tools, setup, and troubleshooting. The local skill body below is the default; the API is one access point among others.
blog-writer
Channel-master writer for long-form blog posts. Owns the SHAPE of a post — beat structure, title/preview/slug commitments, per-post container layout, per-site voice anchor discovery — and delegates VOICE (prose generation) to /authors-voice and PUBLISH mechanics to the openwriter github plugin (`add_blog_site` + `post_to_blog`). Use when: "/blog-writer", "write a blog post", "blog draft", "brainstorm blog topics", "blog beats", "extract beats from this post", "write about this feature", "draft a post", "blog title", "preview text", "OG description", "blog image", "featured image", "OG image", "integrate", "create the files", "wire up the blog post", "publish to blog", "post to blog", "set up blog repo", "register blog site". Requires: OpenWriter MCP server configured + github plugin enabled + `gh auth login` set up locally. Project SHOULD have a `## Blog` section in its CLAUDE.md for writing-rules / image-style overrides (optional after setup).
newsletter-writer
Channel-master writer for email newsletter. Weekly pipeline: scaffold structure, gather data, query the author, synthesize in their voice, review, send. Companion doc workflow. Voice-matched via the authors-voice skill. Works for any behind-the-scenes weekly newsletter built on proven content. Use when: "/newsletter-writer", "newsletter", "draft newsletter", "scaffold newsletter", "newsletter gather", "newsletter review", "newsletter send", "newsletter status", "newsletter to blog", "convert newsletter". Requires: OpenWriter MCP server configured.
openwriter
OpenWriter — the writing surface for AI agents. A markdown-native rich text editor where agents write via MCP tools and users accept or reject changes in-browser. 40 core MCP tools for document editing, multi-doc workspaces, and organization, plus 21 publish platform tools for newsletter, social posting, and scheduling. Tweet compose mode for drafting replies/QTs with pixel-accurate X/Twitter UI. Plain .md files on disk — no database, no lock-in. Use when user says: "open writer", "openwriter", "write in openwriter", "edit my document", "review my writing", "check the pad", "write me a doc", "compose tweet", "reply to tweet", "quote tweet", "author's voice", "authors voice", "voice plugin". Requires: OpenWriter MCP server configured. Browser UI at localhost:5050.
webiny-skill-generator
Generate, update, and maintain abstraction catalogs from the Webiny platform's public API. Use this skill whenever you need to: scan the `webiny` package to discover exported EventHandlers and UseCases, regenerate catalog JSON files after a platform release, check which abstractions are available, or add support for a new abstraction type.
codeql
Scans a codebase for security vulnerabilities using CodeQL's interprocedural data flow and taint tracking analysis. Triggers on "run codeql", "codeql scan", "codeql analysis", "build codeql database", or "find vulnerabilities with codeql". Supports "run all" (security-and-quality + security-experimental suites) and "important only" (high-precision security findings) scan modes. Also handles creating data extension models and processing CodeQL SARIF output.
differential-review
Performs security-focused differential review of code changes (PRs, commits, diffs). Adapts analysis depth to codebase size, uses git history for context, calculates blast radius, checks test coverage, and generates comprehensive markdown reports. Automatically detects and prevents security regressions.
dimensional-analysis
Annotates codebases with dimensional analysis comments documenting units, dimensions, and decimal scaling. Use when someone asks to annotate units in a codebase, perform a dimensional analysis, or find vulnerabilities in a DeFi protocol, offchain code, or other blockchain-related codebase with arithmetic. Prevents dimensional mismatches and catches formula bugs early.
fp-check
Systematically verifies suspected security bugs to eliminate false positives. Produces TRUE POSITIVE or FALSE POSITIVE verdicts with documented evidence for each bug.
wave-accounting-automation
Wave Accounting toolkit is not currently available as a native integration. No Wave-specific tools were found in the Composio platform. This skill is a placeholder pending future integration.
eodhd-analyze
Comprehensive single-company analysis using EODHD data — profile, fundamentals, price action, news sentiment, insider activity, and technicals, presented as a structured company brief. Invoke as /eodhd-analyze <ticker>.
eodhd-compare
Side-by-side comparison of two or more companies using EODHD data — valuation, financials, profitability, performance, and dividends in comparison tables. Invoke as /eodhd-compare <ticker1> <ticker2> ...
eodhd-macro
Macro-economic dashboard using EODHD data — GDP, CPI, unemployment, interest rates, Treasury yield curve, real yields, and the economic events calendar. Invoke as /eodhd-macro [country or region].
eodhd-market
Comprehensive market overview using EODHD data — major indices, sector performance, Treasury yield curve, macro snapshot, and commodities. Invoke as /eodhd-market [region].
datalion
Use for DataLion workflows such as listing, reading, creating, or editing projects, inspecting data sources, importing Excel or CSV data, working with reports and report tabs and codebooks, reading chart tables, or coordinating dashboard and export work through a configured datalion MCP server and related API or UI paths.
ccc-doctor
Diagnostic tool for CC Commander. Paste-ready report covering plugin version, Node, marketplace clone state, MCP servers, settings.json, sessions — plus 8 drift…
mintlify
Build and maintain documentation sites with Mintlify. Use when creating docs pages, configuring navigation, adding components, or setting up API references.
agent-tool-calling
Design agent tool-calling strategies — MCP servers, API integration, function calling, tool selection logic. Triggers on: "agent tools", "MCP server", "tool calling", "function calling", "agent API integration".
mcp-setup
Configure Model Context Protocol servers for GTM workflows — server selection, tool scope, permissions, guardrails, observability, and multi-tool orchestration. Use when connecting CRM, enrichment, sequencing, analytics, or support tools to AI agents through MCP.
airtable
Airtable REST API via curl. Records CRUD, filters, upserts.
flue
Let agents control software, including Adobe Photoshop, Illustrator, After Effects, Premiere, Autodesk 3DS Max, Blender, Unity, Houdini, and Microsoft Office.
a2a-protocol
Use this skill when working with the A2A (Agent-to-Agent) protocol - agent interoperability, multi-agent communication, agent discovery, agent cards, task lifecycle, streaming, and push notifications. Triggers on any A2A-related task including implementing A2A servers/clients, building agent cards, sending messages between agents, managing tasks, and configuring push notification webhooks.
ecomode
Token-efficient model routing modifier
repo-forensics
Security forensics for git repos, AI skills, and MCP servers. Audits dependencies, detects prompt injection, credential theft, runtime dynamism, manifest drift, known CVEs, CISA KEV (actively exploited) vulns, and 2026 attack patterns. Not for fixing vulnerabilities or pentesting.
skill-creator
Create, review, rebuild, validate, and package Claude Code skills or plugins. Use when the user asks to make a skill, improve an existing skill, convert a workflow into a skill, design a plugin, scaffold plugin agents/hooks/MCP/LSP integrations, or prepare an uploadable Claude extension.
agent-check
Validate custom agent file format and structure
hook-template
Generate hook script from template
dns
Manages DNS records, DDNS, and SSL certificates using ChatTool. Invoke when user wants to list domains, modify DNS records, or update certificates.
issue-triage
Triage and categorize GitHub issues with priority labels. Use when user says "triage issues", "check issues", "review open issues", or during regular maintenance of GitHub issue backlog.
eforge-daemon-restart
Rebuild eforge from source and restart the daemon. Use during development after making code changes so the MCP tools pick up the latest build.
openakitaskillsgmail-automation
Automate Gmail tasks via Rube MCP (Composio): send/reply, search, labels, drafts, attachments. Always search tools first for current schemas.
cold-email-outreach
End-to-end cold email outreach orchestration. Handles goal alignment, lead ingestion from any source (CSV, paste, CRM export, database), sequence design, email generation, campaign setup in the user's chosen outreach tool, and launch. Tool-agnostic — supports Smartlead (full MCP automation), Instantly, Lemlist, Apollo, or manual CSV export.
company-contact-finder
Find decision-makers at a specific company using Apollo, Crustdata, Fiber, and PDL people search via Gooseworks MCP. Given a company name and target titles, returns a list of contacts with name, title, LinkedIn URL, and location.
inbound-lead-triage
Triages all inbound leads from a given period — demo requests, free trial signups, content downloads, webinar registrations, chatbot conversations. Classifies by urgency, qualifies against ICP, enriches with context, and produces a prioritized action queue with recommended response for each lead. Tool-agnostic — works with any CRM, form tool, or lead source.
pipeline-review
Pipeline analysis composite. Pulls deal/meeting data from any CRM or tracking system, analyzes the pipeline over a user-defined period (weekly, fortnightly, monthly, quarterly), and produces both an executive summary and a detailed diagnostic report. Covers volume, qualification rates, source effectiveness, stage velocity, stuck deals, and actionable recommendations. Tool-agnostic — works with any CRM (Salesforce, HubSpot, Pipedrive, Close, Supabase, CSV).
sequence-performance
Email campaign/sequence performance review composite. Pulls campaign data (sends, opens, replies, bounces), reads actual email copy and subject lines, analyzes reply content (objections, positive interest, questions), and produces a diagnostic report covering quantitative metrics, copy quality, lead quality, and actionable recommendations. Tool-agnostic — works with Smartlead (MCP), Instantly, Outreach, Lemlist, Apollo, or CSV data.
gitnexus-guide
Use when the user asks about GitNexus itself — available tools, how to query the knowledge graph, MCP resources, graph schema, or workflow reference. Examples: "What GitNexus tools are available?", "How do I use GitNexus?"
aif-implement
Execute implementation tasks from the current plan. Works through tasks sequentially, marks completion, and preserves progress for continuation across sessions. Use when user says "implement", "start coding", "execute plan", or "continue implementation".
hyper-cli
Use the Hyper CLI to run Hyper marketing skills from a terminal. Use when the user wants to use `hyperai`, inspect live tool schemas, translate MCP tool names from a skill into CLI commands, switch connected accounts, or run marketing tools outside an MCP-native agent host.
ia-file-todos
File-based todo and task tracking in the todos/ directory. Use when creating, triaging, listing, or managing todo files, tracking work items, managing the backlog, converting PR comments to tracked tasks, or checking todo status and dependencies.
mcp-security-auditor
On-demand audit of MCP usage. Reads .aura/security/mcp-audit.jsonl, surfaces blocked calls, rate-limit hits, suspicious input patterns. Companion to mcp-call-gate hook (which produces the audit log).
trace-mcp
Use trace-mcp tools for code navigation, impact analysis, and framework-aware queries instead of Read/Grep/Glob/Bash. Activate whenever the agent needs to explore, understand, or modify a codebase that has trace-mcp indexed.
trace-mcp-codemod
Use trace-mcp apply_codemod for any bulk mechanical change instead of repeated Edit calls. Activate whenever the same edit pattern would be applied 2+ times, across one file or many.
trace-mcp-pre-commit
Run trace-mcp security, quality-gate, and antipattern checks before committing or opening a PR. Activate when the agent is about to create a commit or pull request in a project indexed by trace-mcp.
trace-mcp-refactoring
Safe refactoring workflow using trace-mcp — assess risk, find candidates, check impact, and rename symbols across all files without missing import sites or cross-file references.
finding-skills
Discover and load skills on demand from /mnt/skills/user/. Use when you need a capability but don't know which skill provides it, when the boot-emitted skill list is names-only and you need a full description, or when you want to list the catalog. Verbs are list (names only), search (rank by name/description match against a query), and show (emit the full SKILL.md for a named skill).
jira
Fetches and optimizes context from a JIRA issue for AI-assisted development. Searches assigned issues or fetches by key. Distills title, description, acceptance criteria, sprint context, and comments into a structured task description. Analyzes the codebase to surface missing criteria, scope, and risks. Optionally enriches the JIRA issue with a structured analysis comment, and for Complex-scope work can spawn implementation tickets in JIRA. Re-running on the same key refreshes the local task with the latest JIRA state instead of overwriting prior enrichment. Use before /optimus:tdd, /optimus:brainstorm, or /optimus:branch to pull task context from JIRA, or to refresh existing context after JIRA edits.
permissions
Configures Claude Code permissions for safe agent autonomy. Creates settings.json with allow/deny rules and a path-restriction hook. Use after /optimus:init to enable autonomous agent workflows, or standalone to lock down a project's permission boundaries.
wordpress-mcp-dev
Build and maintain modern WordPress plugins and MCP servers, including hybrid WordPress+MCP products. Use when implementing plugin architecture (PHP, REST API, Gutenberg/admin/page-builder integrations), MCP tooling (TypeScript/Python, stdio/HTTP transport), security hardening, licensing/updates, and delivery workflows from scaffold to distribution.
academic-research
This skill should be used for academic paper search, literature reviews, and research synthesis. Combines Exa MCP (research_paper category, arxiv.org filtering) with arxiv-mcp-server for paper discovery, download, and deep analysis. Use when searching for papers, conducting literature reviews, analyzing research trends, or synthesizing findings across multiple papers.
cloudflare
Cloudflare platform management via Wrangler CLI, Agents SDK, and Browser Rendering REST API. Deploy Pages sites, manage Workers, KV namespaces, R2 buckets, D1 databases, Queues, Vectorize indexes, Workflows, and Hyperdrive connections. Build stateful AI agents with Code Mode (MCP tools as TypeScript APIs in sandboxed Workers). Also provides budget web scraping, crawling, screenshots, and PDF generation via cf_browser.py (Browser Rendering API). Use when deploying to Cloudflare, managing CF infrastructure, configuring wrangler.toml, working with CF storage services, setting up Cloudflare Pages projects, building AI agents on Workers, or when you need cheap/free web scraping as an alternative to Firecrawl. Triggers on Cloudflare, wrangler, Pages deploy, KV namespace, R2 bucket, D1 database, CF Workers, Cloudflare DNS, Vectorize, Queues, Workflows, Hyperdrive, cf_browser, Browser Rendering, budget scrape, Cloudflare Agents SDK, Code Mode, codemode, AI agent Workers, MCP tools to TypeScript.
figma-mcp
Convert Figma designs into production-ready code using MCP server tools. Use this skill when users provide Figma URLs, request design-to-code conversion, ask to implement Figma mockups, or need to extract design tokens and system values from Figma files. Works with frames, components, and entire design files to generate HTML, CSS, React, or other frontend code.
mcp-server-manager
Configure and manage MCP (Model Context Protocol) servers in Claude Code CLI. Use this skill when adding, removing, listing, or troubleshooting MCP servers, or when questions arise about MCP configuration, transport types, scopes, or authentication. Essential for connecting Claude Code to external tools, databases, and APIs.
supabase-skill
Configure and manage Supabase projects using MCP (Model Context Protocol). Use this skill when working with Supabase databases, setting up MCP servers, designing database schemas, implementing Row Level Security, managing migrations, or building modern data architectures with PostgreSQL. Essential for Supabase development, database design, and AI-powered database operations.
travel-requirements-expert
Systematically gather comprehensive travel itinerary requirements through structured discovery questions, MCP-powered research (Perplexity, Exa), and expert detail gathering. Use when users request travel planning, itinerary creation, or trip assistance requiring deep research and personalized requirements gathering. Outputs detailed requirements specification with day-by-day itineraries.
webiny-api-event-publisher-catalog
api/event-publisher — 2 abstractions.
abnormal-security-api-patterns
Use this skill when working with the Abnormal Security REST API - Bearer token authentication, base URLs, rate limiting, pagination, OData filtering, error handling, and common API patterns. Covers token management, request/response formats, and integration best practices. Essential for developers and MSP administrators integrating with the Abnormal Security API.
auvik-api-patterns
Use this skill when working with the Auvik MCP tools - JSON:API envelope shape, basic-auth credential model, region routing, cursor-based pagination, rate-limit handling, and the v1 vs v2 device API distinction.
azure-mcp-connection
Use this skill when connecting the azure-mcp vendor through the WYRE MCP Gateway — registering an Azure service principal, supplying tenantId/clientId/clientSecret, and granting least-privilege Reader-tier RBAC. Covers the read-only deployment model and why broader write roles must not be granted.
azure-mcp-cost-and-capacity
Use this skill for Azure cost, pricing, capacity, and inventory work through the azure-mcp connector — retail pricing lookups, subscription quota and usage-limit checks, and listing/inspecting subscriptions and resource groups. All read-only.
azure-mcp-observability
Use this skill for Azure observability, diagnostics, and resource-health work through the azure-mcp connector — pulling Azure Monitor metrics, running Log Analytics KQL queries, checking alert state, reading Resource Health status, triaging AppLens diagnostics, and reviewing Azure Advisor recommendations. All read-only.
better-stack-api-patterns
Use this skill when working with the Better Stack MCP tools -- available tools, authentication via Bearer token, API structure, cursor-based pagination, rate limiting, error handling, and best practices. Better Stack covers Uptime, Telemetry (Logtail), and Error Tracking products in a single MCP server.
blackpoint-cyber-api-patterns
Use this skill when working with the Blackpoint Cyber (CompassOne) MCP tools — Bearer token authentication, the partner-tenant-asset hierarchy, navigation tools, and the read-only tool surface across tenants, assets, detections, and vulnerabilities.
blumira-api-patterns
Use this skill when working with Blumira API authentication, understanding the dual path structure (org vs MSP), constructing filtered queries, handling pagination, or troubleshooting API errors.
delete-mcp
Delete an MCP server from a live LiteLLM proxy. Ask for the server_id and confirm before calling DELETE /v1/mcp/server/{server_id}.
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
walnut-console-ops
Operating the Walnut web UI (localhost:3456) via Playwright MCP tools — understanding the UI layout, chatting with main agent, interacting with sessions, monitoring status changes. Use when asked to test, verify, or interact with the Walnut web console as a human user would.
mintlify
Build and maintain documentation sites with Mintlify. Use when creating docs pages, configuring navigation, adding components, or setting up API references.
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
mcp-integration
This skill should be used when the user asks to "add MCP server", "integrate MCP", "configure MCP in plugin", "use .mcp.json", "set up Model Context Protocol", "connect external service", mentions "${CLAUDE_PLUGIN_ROOT} with MCP", or discusses MCP server types (SSE, stdio, HTTP, WebSocket). Provides comprehensive guidance for integrating Model Context Protocol servers into Claude Code plugins for external tool and service integration.
plugin-structure
This skill should be used when the user asks to "create a plugin", "scaffold a plugin", "understand plugin structure", "organize plugin components", "set up plugin.json", "use ${CLAUDE_PLUGIN_ROOT}", "add commands/agents/skills/hooks", "configure auto-discovery", or needs guidance on plugin directory layout, manifest configuration, component organization, file naming conventions, or Claude Code plugin architecture best practices.
mimirs
Semantic search, code navigation, and conversation memory for the current project. Use automatically when searching code, finding usages, navigating dependencies, or recalling past discussions.
3-statement
3-statement financial model, integrated IS BS CF, income statement projection, balance sheet forecast, cash flow statement, cross-statement balancing, financial model build, operating model, three statement model, integrated financial statements
3-statement-model
3-statement integrated financial model: IS/BS/CFS triangulation, 5 historical + 5 forecast years, driver-based projection.
business-model-analysis
Business model analysis: revenue classification, customer concentration, unit economics extraction, and monetization-lever identification.
competitive
Competitive landscape analysis, competitor comparison, peer positioning, market share dynamics, competitive moat assessment, Porter five forces, industry competition, competitive advantage analysis, market positioning, strategic group mapping, compare competitors
comps
Comparable company analysis, trading comps, peer multiples, EV/EBITDA comparison, P/E benchmarking, comps table, relative valuation, industry multiples, precedent transactions, trading comparable analysis
comps-analysis
Trading comps analysis: peer-group selection, trading-multiple triangulation (EV/Sales, EV/EBITDA, P/E, P/B), and implied-valuation range.
dcf
DCF valuation model, discounted cash flow, intrinsic value, WACC calculation, terminal value, free cash flow projection, equity value per share, DCF sensitivity analysis, unlevered free cash flow, present value calculation, build a DCF
dcf-model
DCF valuation model: 5-10 year projection, terminal value, WACC construction, and sensitivity tables. All projection/margin/discount/PV cells must be live formulas (hardcode gate enforced).
ddm-valuation
Dividend Discount Model, DDM valuation, multi-stage dividend model, Gordon Growth Model, dividend growth valuation, mature company valuation, income stock valuation, dividend yield analysis
earnings-preview
Earnings preview deck, quarterly earnings presentation, earnings summary slides, consensus vs actual presentation, earnings preview report, pre-earnings analysis, earnings expectations deck, quarterly preview, upcoming earnings summary, earnings announcement preview
earnings-preview-deck
Generate a 4-6 slide earnings preview presentation with consensus estimates, historical surprises, forward catalysts, and peer comparison — fully automated from agentii data-plane tools.
earnings-sentiment
Earnings sentiment analysis, analyst estimates vs guidance, earnings surprise history, consensus sentiment, earnings revision trends, analyst rating changes, earnings beat miss track record, guidance accuracy, whisper numbers, pre-announcement sentiment
growth-strategy
Growth strategy analysis, organic growth decomposition, inorganic growth, M&A strategy, pipeline analysis, revenue growth drivers, strategic initiatives, expansion strategy, growth trajectory, product pipeline growth
lbo
LBO model, leveraged buyout, private equity acquisition, sources and uses, debt schedule, returns waterfall, sponsor IRR, MOIC calculation, PE exit analysis, LBO valuation
lbo-model
Leveraged buyout model: sources & uses, debt schedule, exit-multiple analysis, and sponsor IRR sensitivity.
operational-kpi-tracker
Operational KPI tracker: sector-specific metrics (DAU/MAU, ARR, gross bookings, orders shipped), sequential trend, and peer comparison.
peer-benchmarking
Peer benchmarking: growth/margin/valuation matrix across a peer group, with quartile rankings and outlier flagging.
peg-valuation
PEG valuation, Price Earnings to Growth ratio, Peter Lynch PEG methodology, growth-adjusted valuation, earnings growth rate, PE ratio valuation, PEG sector comparison, undervalued growth stocks, fair value PEG
ratio-analysis
Financial ratio analysis, profitability ratios ROE ROA ROIC, liquidity ratios current quick cash, leverage ratios debt-to-equity interest coverage, efficiency ratios asset turnover inventory turnover DSO, valuation ratios PE PB EV/EBITDA, cross-company ratio comparison, DuPont analysis
recent-quarter
Recent quarter performance analysis, quarterly earnings review, last quarter results, quarterly financial performance, analyze recent quarter, Q4 earnings, quarterly revenue breakdown, EPS this quarter, margin analysis recent quarter, sequential growth, quarterly performance review
revenue-decomp
Revenue decomposition, segment breakdown, geographic revenue split, product-line waterfall, revenue mix analysis, business segment performance, divisional revenue, revenue concentration, customer revenue dependency, channel revenue analysis
revenue-decomposition
Revenue decomposition: segment-level breakdown, geographic split, product-line waterfall, and organic-vs-inorganic growth attribution.
risk
Risk analysis, regulatory risk assessment, competitive risk, macro risk, technology risk, litigation risk, financial risk assessment, enterprise risk, operational risk, geopolitical risk exposure
secular-trends
Secular technology trends, technology adoption cycle, disruption risk, AI impact analysis, digital transformation, industry 4.0 trends, technology moat, innovation trajectory, R&D effectiveness, tech competitive positioning
sotp-valuation
Sum of the Parts valuation, segment-based valuation, conglomerate valuation, business segment analysis, breakup value, segment sum valuation, parts worth more than whole, hidden asset value
turnaround
Turnaround analysis, stagnation detection, performance inflection, operational improvement, restructuring analysis, management change impact, cost cutting effectiveness, business transformation, recovery trajectory, operational metrics improvement
valuation-methods
Valuation methods analysis, DCF inputs, comparable multiples, P/E ratio, EV/EBITDA, price to book, valuation assumptions, relative valuation, intrinsic value, fair value estimate
what-if-scenario
What-if scenario analysis: base/bull/bear case construction, sensitivity tables, and probability-weighted outcome assessment.
xlsx-author
Excel workbook author: build formula-driven workbooks from an xlsx_spec using openpyxl-headless or Office JS binding.
xlsx-financials
Produce formatted .xlsx financial statement workbooks from XBRL statement data. Uses Bash + openpyxl (Python) following Anthropic FSI xlsx-author conventions for professional Excel output with calculation arc cross-validation.
agent-memory-mcp
A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions).
gate-mcp-installer
One-click installer and configurator for Gate MCP (mcporter) in OpenClaw. Use when the user wants to (1) Install mcporter CLI tool, (2) Configure Gate MCP server connection, (3) Verify Gate MCP setup, or (4) Troubleshoot Gate MCP connectivity issues.
sqlite-ops
Patterns for SQLite databases in Python projects - state management, caching, and async operations. Triggers on: sqlite, sqlite3, aiosqlite, local database, database schema, migration, wal mode.
india-market-breadth
Analyze Indian market breadth health using advance/decline data, stocks above moving averages, new highs/lows, and sector participation. Use when assessing rally quality, market participation width, or equity exposure levels for NSE/BSE.
india-stock-analysis
Use when user requests analysis of Indian stocks, fundamental assessment, technical review, comparisons, or investment reports for NSE/BSE listed companies.
options-strategy-advisor
Options strategy analysis for Indian F&O markets (NSE). Use when user requests options strategy recommendations, P/L analysis, Greeks calculation, risk management, or F&O strategy planning for Nifty, Bank Nifty, or stock options.
sequential-thinking
Structured stepwise reasoning with explicit revisions and branches. Use when the user says "think step by step", "sequential thinking", "plan this out", "reason through this", "branch this idea", or when tackling a hard multi-step problem (architecture decisions, ambiguous bugs, multi-constraint tradeoffs, plans that may need revision). NOT for trivial lookups, single-tool fetches, or tasks the model can answer directly without planning.
atlassian-mcp
Integrates with Atlassian products to manage project tracking and documentation via MCP protocol. Use when querying Jira issues with JQL filters, creating and updating tickets with custom fields, searching or editing Confluence pages with CQL, managing sprints and backlogs, setting up MCP server authentication, syncing documentation, or debugging Atlassian API integrations.
mcp-developer
Use when building, debugging, or extending MCP servers or clients that connect AI systems with external tools and data sources. Invoke to implement tool handlers, configure resource providers, set up stdio/HTTP/SSE transport layers, validate schemas with Zod or Pydantic, debug protocol compliance issues, or scaffold complete MCP server/client projects using TypeScript or Python SDKs.
harness
Pre-commit doc sync check. Invoke proactively right before any non-trivial `git commit` to decide whether `CHANGELOG.md`, `conventions/`, `CLAUDE.md`, or `README.md` need a small targeted update reflecting the staged change. Also invoke when the user explicitly asks ("harness", "doc check", "check before commit", "sync docs", or equivalent in any language). Skip for typo / comment / formatting / test-only commits and for commits that only touch `.claude/` or `memory/`. "Nothing needed" is a valid result; do not invent work.
mcp-as-agent
Wrap an MCP server as a yakOS agent so tool-side and LLM-side specialists share the same dispatch surface
agent-browser-verify
Automated browser verification for dev servers. Triggers when a dev server starts to run a visual gut-check with agent-browser — verifies the page loads, checks for console errors, validates key UI elements, and reports pass/fail before continuing.
ai-elements
AI Elements component library guidance — pre-built React components for AI interfaces built on shadcn/ui. Use when building chat UIs, message displays, tool call rendering, streaming responses, reasoning panels, or any AI-native interface with the AI SDK.
ai-gateway
Vercel AI Gateway expert guidance. Use when configuring model routing, provider failover, cost tracking, or managing multiple AI providers through a unified API.
auth
Authentication integration guidance — Clerk (native Vercel Marketplace), Descope, and Auth0 setup for Next.js applications. Covers middleware auth patterns, sign-in/sign-up flows, and Marketplace provisioning. Use when implementing user authentication.
bootstrap
Project bootstrapping orchestrator for repos that depend on Vercel-linked resources (databases, auth, and managed integrations). Use when setting up or repairing a repository so linking, environment provisioning, env pulls, and first-run db/dev commands happen in the correct safe order.
deployments-cicd
Vercel deployment and CI/CD expert guidance. Use when deploying, promoting, rolling back, inspecting deployments, building with --prebuilt, or configuring CI workflow files for Vercel.
env-vars
Vercel environment variable expert guidance. Use when working with .env files, vercel env commands, OIDC tokens, or managing environment-specific configuration.
investigation-mode
Orchestrated debugging coordinator. Triggers on frustration signals (stuck, hung, broken, waiting) and systematically triages: runtime logs → workflow status → browser verify → deploy/env. Reports findings at every step.
json-render
AI chat response rendering guidance — handling UIMessage parts, tool call displays, streaming states, and structured data presentation. Use when building custom chat UIs, rendering tool results, or troubleshooting AI response display issues.
marketplace
Vercel Marketplace expert guidance — discovering, installing, and building integrations, auto-provisioned environment variables, unified billing, and the vercel integration CLI. Use when consuming third-party services, building custom integrations, or managing marketplace resources on Vercel.
nextjs
Next.js App Router expert guidance. Use when building, debugging, or architecting Next.js applications — routing, Server Components, Server Actions, Cache Components, layouts, middleware/proxy, data fetching, rendering strategies, and deployment on Vercel.
observability
Vercel Observability expert guidance — Drains (logs, traces, speed insights, web analytics), Web Analytics, Speed Insights, runtime logs, custom events, OpenTelemetry integration, and monitoring dashboards. Use when instrumenting, debugging, or optimizing application performance and user experience on Vercel.
react-best-practices
React best-practices reviewer for TSX files. Triggers after editing multiple TSX components to run a condensed quality checklist covering component structure, hooks usage, accessibility, performance, and TypeScript patterns.
routing-middleware
Vercel Routing Middleware guidance — request interception before cache, rewrites, redirects, personalization. Works with any framework. Supports Edge, Node.js, and Bun runtimes. Use when intercepting requests at the platform level.
runtime-cache
Vercel Runtime Cache API guidance — ephemeral per-region key-value cache with tag-based invalidation. Shared across Functions, Routing Middleware, and Builds. Use when implementing caching strategies beyond framework-level caching.
shadcn
shadcn/ui expert guidance — CLI, component installation, composition patterns, custom registries, theming, Tailwind CSS integration, and high-quality interface design. Use when initializing shadcn, adding components, composing product UI, building custom registries, configuring themes, or troubleshooting component issues.
turbopack
Turbopack expert guidance. Use when configuring the Next.js bundler, optimizing HMR, debugging build issues, or understanding the Turbopack vs Webpack differences.
v0-dev
v0 by Vercel expert guidance. Use when discussing AI code generation, generating UI components from prompts, v0 CLI usage, v0 SDK/API integration, or integrating v0 into development workflows with GitHub and Vercel deployment.
vercel-api
Vercel MCP and REST API expert guidance. Use when the agent needs live access to Vercel projects, deployments, environment variables, domains, logs, or documentation through the MCP server or REST API.
vercel-flags
Vercel Flags guidance — feature flags platform with unified dashboard, Flags Explorer, gradual rollouts, A/B testing, and provider adapters. Use when implementing feature flags, experimentation, or staged rollouts.
vercel-functions
Vercel Functions expert guidance — Serverless Functions, Edge Functions, Fluid Compute, streaming, Cron Jobs, and runtime configuration. Use when configuring, debugging, or optimizing server-side code running on Vercel.
analyze
Answer data questions -- from quick lookups to full analyses. Use when looking up a single metric, investigating what's driving a trend or drop, comparing segments over time, or preparing a formal data report for stakeholders.
create-cowork-plugin
Guide users through creating a new plugin from scratch in a cowork session. Use when users want to create a plugin, build a plugin, make a new plugin, develop a plugin, scaffold a plugin, start a plugin from scratch, or design a plugin. This skill requires Cowork mode with access to the outputs directory for delivering the final .plugin file.
data-context-extractor
Generate or improve a company-specific data analysis skill by extracting tribal knowledge from analysts. BOOTSTRAP MODE - → Discovers schemas, asks key questions, generates initial skill with reference files ITERATION MODE - → Loads existing skill, asks targeted questions, appends/updates reference files Use when data analysts want Claude to understand their company's specific data warehouse, terminology, metrics definitions, and common query patterns.
analytics-diagnostic-method
The spine of analytics investigation. Use whenever interpreting analytics numbers, answering "why did X change", reading funnels, comparing cohorts, or presenting findings. Teaches a five-step method (load profile, frame the question, build a MECE hypothesis tree, triangulate, present with Pyramid Principle), how to separate signal from noise, and how to spot Simpson's paradox before it misleads you.
mcp-check
Validate MCP configuration and suggest improvements
lsp
Use when Codex needs language-server diagnostics, definitions, references, symbols, or rename safety checks in the current workspace.
agent-creator
Create, configure, and orchestrate Claude Code subagents — specialized Claude instances with focused roles and limited tool access. Covers YAML frontmatter (name, description, tools, model, permissions, hooks, MCP servers), system prompt design, tool restriction patterns, background execution, and multi-agent orchestration. Use whenever the user mentions subagents, delegation, specialists, agent configs, `.claude/agents/`, the `/agents` command, or wants to parallelize work — even when they just say "background agent" or "delegate this".
symvault
Use Symaira Vault as the credential manager for AI agents through native MCP tools. Prefer this when storing, retrieving, generating, or rotating passwords, tokens, API keys, and TOTP codes.
status
Check eforge run status and queue state via MCP tools
monday-com
Monday.com workspace management via official MCP server. This skill should be used when creating, updating, moving, archiving, or deleting items/boards/groups on Monday.com, managing columns, adding comments, or querying workspace data. Supports both hosted and local MCP deployment with interactive setup guidance.
mongodb-atlas-cli
Comprehensive MongoDB Atlas + mongosh skill for performance auditing, all index types (b-tree/text/2dsphere/hashed/TTL/partial/wildcard/Atlas-Search/Vector-Search), Performance Advisor analysis, query explain, schema advice, backup status, alerts, week-over-week diffs, and additive index creation. Read-only by default; create-index ops gated behind explicit `--confirm`. Hard-blocks any destructive op (delete, drop, restore, pause, terminate, kill, dbuser write, network change). Works against Atlas Cloud (full feature set) and self-hosted/local mongo (mongosh-based subset).
capability-brainstorm
On-demand hermit-voice brainstorm — synthesizes memory, available capabilities, recent compiled artifacts, and codebase shape into at most 2 capability ideas, each gated by proposal-triage before becoming a PROP. Invoke when the operator explicitly asks the hermit to brainstorm capabilities or ideate, e.g. "brainstorm capabilities", "what could you be doing for me?", "any capability ideas?". Never runs autonomously.
channel-responder
Handles inbound messages from Claude Code Channels (Telegram, Discord, webhooks) with session context awareness.
code-review
Performs two-stage code reviews (spec compliance, then code quality) with severity-ranked findings. Use when asked to "review code", "review this PR", "check this diff", "review before merge", or mentions reviewing, auditing, or critiquing code changes, pull requests, or diffs.
debugging
Systematic root-cause debugging: reproduce, investigate, hypothesize, fix with verification. Use when asked to "debug this", "fix this bug", "why is this failing", "troubleshoot", or mentions errors, stack traces, broken tests, flaky tests, regressions, or unexpected behavior.
linux-bash-scripting
Defensive Bash scripting for Linux: safe foundations, argument parsing, production patterns, ShellCheck compliance. Use when writing "bash script", "shell script", "linux automation", "system script", "cron job", "deployment script", "CLI tool in bash", or "automate with bash".
md-docs
Manages project documentation: AGENTS.md, README.md, and CONTRIBUTING.md. Use when asked to "update README", "update agents", "init agents", "create AGENTS.md", "update AGENTS.md", "update CONTRIBUTING", "update context files", or "init context". Not for general markdown editing.
meta-prompting
Enhanced reasoning patterns via slash commands (/think, /verify, /adversarial, /edge, /compare, /confidence, /budget, /constrain, /json, /flip, /assumptions, /tensions, /analyze, /trade) or natural language ("argue against", "what could break", "show reasoning", "deep review", "meta-prompts", "thinking modes", "second-best approach", "list assumptions", "opposing perspectives").
nodejs-backend
Node.js backend patterns: framework selection, layered architecture, TypeScript, validation, error handling, security, production deployment. Use when building REST APIs, Express/Fastify servers, microservices, or server-side TypeScript.
php-laravel
Modern PHP 8.2+ and Laravel patterns: architecture, Eloquent, queues, Pest testing. Use when asked to "write PHP", "build a Laravel app", "fix Eloquent query", "add a queue job", "write a Pest test", or mentions PHP, Laravel, Eloquent, Blade, artisan, or migrations.
pinescript
Pine Script v6 patterns: syntax rules, performance, debugging, backtesting, visualization. Use when asked to "write a Pine Script", "create an indicator", "build a strategy", "fix Pine code", or mentions PineScript, TradingView, indicator, strategy, or backtest.
planning
Software implementation planning with file-based persistence (task_plan.md, findings.md, progress.md). Use when asked to "plan", "break down this feature", "implementation plan", or starting complex tasks needing >5 tool calls. Apply proactively before non-trivial coding.
postgresql
PostgreSQL schema design, query optimization, indexing, and administration. Use when writing schemas, queries, migrations, or mentions PostgreSQL, Postgres, JSONB, partitioning, RLS, CTEs, window functions, EXPLAIN ANALYZE, or connection pooling.
python-services
Python patterns for CLI tools, async parallelism, and backend services. Use when building CLI apps, async/parallel Python, FastAPI services, background jobs, or configuring Python project tooling (uv, ruff, ty).
react-frontend
React, TypeScript, and Next.js patterns for frontend development. Use when building React components, managing state, fetching data, optimizing performance, or working with Next.js App Router. Covers React 18-19, hooks, Server Components, and type-safe patterns.
refine-prompt
Transforms vague or rough prompts into precise, structured AI instructions. Use when asked to "refine prompt", "improve prompt", "make this prompt better", "promptify", "optimize prompt", "rewrite prompt", "enhance prompt", or "sharpen instructions".
reflect
Session retrospective and skill audit. Use when "/reflect", "session review", "retrospective", "what went wrong", "lessons learned", "what should we remember", or "what can we improve".
simplifying-code
Simplifies, polishes, and declutters code without changing behavior. Use when asked to "simplify code", "clean up code", "polish code", "refactor", "declutter", "reduce complexity", "remove dead code", "remove AI slop", "improve readability", or "tighten up this file".
skill-distiller
Fetches top-rated skills from skills.sh, analyzes them, and synthesizes one token-efficient skill combining the best elements. Use when the user asks to "distill skills for X", "find and combine skills for X", "synthesize skills", "merge skills", "make a skill for X from skills.sh", "update distilled skill", or mentions combining, distilling, or synthesizing multiple skills into one token-efficient skill.
tailwind-css
Tailwind CSS v4 patterns: CSS-first config, utility classes, component variants, v3 migration. Use when styling with Tailwind, configuring @theme tokens, using tailwind-variants/CVA, migrating v3 to v4, or fixing Tailwind styles and dark mode.
terraform
Terraform and OpenTofu configuration, modules, testing, state management, and HCL review. Use for "terraform module", "terraform test", "infrastructure as code", "IaC", "HCL", "tfvars", "terraform plan", "terraform apply", "OpenTofu", "tftest", or multi-environment patterns.
testing-laravel
Writes Laravel tests using PHPUnit. Use when "write tests", "add tests", "phpunit", "laravel test", "feature test", "unit test", "mock", "factory", or testing controllers, models, services, actions, jobs, artisan commands, or API endpoints.
testing-react
Writes React/TypeScript tests using Vitest and React Testing Library. Use when "write react tests", "vitest", "component test", "hook test", "RTL", "testing library", "snapshot test", or testing React components, hooks, and utilities.
writing
Prose editing, rewriting, and humanizing text for natural tone. Use when asked to "write", "rewrite", "edit", "humanize", "improve text", "fix the tone", "remove AI language", "proofread", or when writing copy, docs, blog posts, articles, or emails.
code-review
Performs a thorough code review of the current changes or a specified file / pull request. Covers correctness, security, performance, readability, and adherence to project conventions. Outputs prioritised, actionable feedback. TRIGGER when the user writes /code-review or asks for a code review, PR review, or feedback on their code.
deep-codebase-audit
Find deepening opportunities in a codebase, surfacing architectural friction and proposing refactors that turn shallow modules into deep ones. Use when the user wants to improve architecture, make a codebase more testable, consolidate tightly-coupled modules, or make it safer for AI agents to navigate and change.
domain-glossary
Extract a DDD-style ubiquitous language glossary from the current conversation.
git-workflow
Guided Git workflow assistant. Helps with branching strategies, writing conventional commits, opening pull requests, resolving merge conflicts, and keeping history clean. TRIGGER when the user writes /git-workflow or asks for help with Git, branches, commits, PRs, or merge conflicts.
grill-master
Relentlessly interview the user when they want to learn about a topic, plan, or design until you both reach a shared, testable understanding, before any planning or implementation.
incremental-tdd
Test-driven development with a strict red-green-refactor loop, vertical slices, and deep modules. Use to build features or fix bugs using TDD.
script-writer
Script-writer that drafts presentations, essays, emails, and slides using only the cognitive and persuasive heuristics from Patrick Winston's "How to Speak" lecture, rejecting conventional writing advice in favor of Winston's evidence-based rules.
slice-the-spec
Turn a PRD into a Kanban-ready backlog of vertically sliced issues, with clear dependencies and HITL/AFK flags.
spec-to-plan
Turn a PRD into a multi-phase implementation plan using tracer-bullet vertical slices.
spec-writer
Create a comprehensive Product Requirements Document from conversation and repo context. Use when the user wants a PRD, product spec, feature requirements, or similar documentation.
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
genexus-mcp-mastery
Current MCP-first usage guide for the GeneXus gateway, with coordination for specialized skills.
nexa
GeneXus expert system for object modeling and knowledge base management
sense
Local-only MCP server that gives AI coding agents structural understanding of your codebase — symbol graph, blast radius, semantic search, and auto-detected project conventions. Reduces tool calls and tokens for any task that depends on understanding code relationships rather than reading text.
wemush-mycology-assistant
Guide mycology research workflows using WeMush's MCP server for specimen tracking, research projects, cultivation analytics, and strain catalog exploration. Use when users ask about mushroom cultivation, research projects, specimen management, or mycology data analysis.
agents-sdk
Build AI agents on Cloudflare Workers using the Agents SDK. Load when creating stateful agents, durable workflows, real-time WebSocket apps, scheduled tasks, MCP servers, or chat applications. Covers Agent class, state management, callable RPC, Workflows integration, and React hooks.
cloud-service-agreement
Draft and fill SaaS agreement templates — cloud contract, MSA, order form, software license, pilot agreement, design partner agreement. Includes variants with SLAs and AI terms. Produces signable DOCX from Common Paper standard forms. Use when user says "SaaS agreement," "cloud contract," "MSA," "order form," "software license," "pilot agreement," or "design partner agreement."
data-privacy-agreement
Draft and fill data privacy agreement templates — DPA, data processing agreement, GDPR, HIPAA BAA, business associate agreement, AI addendum. Produces signable DOCX files from Common Paper standard forms. Use when user says "DPA," "data processing agreement," "HIPAA BAA," "business associate agreement," or "AI addendum." To understand a U.S. state's consumer privacy law (CCPA etc.) rather than draft, see data-privacy-law-explainer.
edit-docx-agreement
Make bespoke edits to a DOCX agreement generated by OpenAgreements (or any existing DOCX), using Safe Docx MCP tools for surgical, formatting-preserving edits and tracked-changes outputs. Use when user says "edit this contract," "change a clause," "modify the agreement," "custom edits to the docx," or "bespoke changes to the document."
employment-contract
Draft and fill employment contract templates — offer letter, employment agreement, IP/inventions assignment (PIIA), and confidentiality acknowledgement — producing signable DOCX files from OpenAgreements standard forms for hiring employees. Use when the user says "employment contract," "employment agreement," "offer letter," "PIIA," "IP assignment," "hire someone," "new hire paperwork," or "onboarding paperwork." To explain non-compete or restrictive-covenant law rather than draft a document, see the non-compete-contract-explainer skill.
nda
Draft and fill NDA templates — mutual NDA, one-way NDA, confidentiality agreement. Produces signable DOCX files from Common Paper and Bonterms standard forms. Use when user says "NDA," "non-disclosure agreement," "confidentiality agreement," "mutual NDA," or "one-way NDA."
open-agreements
Fill standard legal agreement templates (NDAs, cloud service agreements, SAFEs) and produce signable DOCX files. Supports Common Paper, Bonterms, and Y Combinator templates. Use when the user needs to draft a legal agreement, create an NDA, fill a contract template, or generate a SAFE. Can also send agreements for electronic signature via DocuSign.
safe
Draft and fill Y Combinator SAFE templates — valuation cap, discount, MFN, pro rata side letter. Standard startup fundraising documents for convertible equity. Produces signable DOCX files. Use when user says "SAFE," "simple agreement for future equity," "YC SAFE," "valuation cap," "seed round documents," or "fundraising paperwork."
services-agreement
Draft and fill services agreement templates — consulting contract, contractor agreement, SOW, statement of work, professional services agreement. Produces signable DOCX files from Common Paper and Bonterms standard forms. Use when user says "consulting contract," "contractor agreement," "SOW," "statement of work," "services agreement," or "freelancer contract."
venture-financing
Draft and fill NVCA model documents — stock purchase agreement, certificate of incorporation, investors rights agreement, voting agreement, ROFR, co-sale, indemnification, management rights letter. Series A and venture financing templates. Produces signable DOCX files. Use when user says "Series A documents," "NVCA," "stock purchase agreement," "investors rights agreement," "voting agreement," or "venture financing docs."
hermes-attestation-guardian
Hermes-only runtime security attestation and drift detection skill for operator-managed Hermes infrastructure.
hermes-traffic-guardian
Hermes runtime traffic monitoring baseline for opt-in proxy inspection, egress detection, and attestation-aware traffic posture.
nanoclaw-traffic-guardian
NanoClaw runtime traffic monitoring baseline for host-side proxy inspection with container-safe MCP and IPC status surfaces.
openclaw-audit-watchdog
Automated daily security audits for OpenClaw agents with DM delivery and optional email reporting. Runs deep audits, creates or updates a recurring cron job, and sends formatted reports to configured recipients.
openclaw-traffic-guardian
OpenClaw runtime traffic monitoring baseline for opt-in HTTP/HTTPS proxy inspection, egress detection, and inbound injection detection.
clawker-support
Use when the user asks about clawker setup, configuration, troubleshooting, or onboarding. Acts as a clawker internals expert — understands how config maps to generated Dockerfiles, where to add packages vs scripts vs injection points, firewall architecture, MCP setup, credential forwarding, and container lifecycle. Use when the user mentions clawker config, .clawker.yaml, blocked domains, build errors, Docker image build failures, post_init, pre_run, build.packages, container networking, or container issues — even without saying "clawker" explicitly.
boss-advanced
Advanced Boss orchestration patterns — Agent Teams leadership, 6-section delegation template, Skill vs Agent conflict resolution, Guardian pattern, and AI-slop detection.
gstack-sprint
3-Phase Sprint workflow — design → execute → review with user interaction at decision points
agents-sdk
Build AI agents on Cloudflare Workers using the Agents SDK. Load when creating stateful agents, durable workflows, real-time WebSocket apps, scheduled tasks, MCP servers, or chat applications. Covers Agent class, state management, callable RPC, Workflows integration, and React hooks.
tia-openness-roadmap
Entry point for ALL TIA Portal engineering automation tasks. Always load this skill FIRST when the user mentions TIA Portal, TIA Openness, TIA Scripting, Siemens PLC, Siemens HMI, TIA Portal Add-In, or any automation/engineering task targeting TIA Portal. This skill routes to the correct domain skill and selects MCP, Python, or C# implementation.
tia-portal-mcp
Use when the TIA Portal MCP server is available and the task involves reading or modifying a TIA Portal project interactively: browsing the project tree, reading or writing PLC block logic (SIMATIC SD YAML), listing tag tables, inspecting hardware config, running cross-reference diagnostics, searching the equipment catalog, adding/configuring network devices, or running compile checks. Prefer MCP tools over TIA Openness scripts for single read/write operations; use TIA Openness (tia-python or C# skills) for complex multi-step automation.
dr-intelligence
Generate comprehensive FP&A intelligence workbooks with auto-detected insights, recommendations, and professional Excel formatting. The most powerful financial analysis skill.
everme-memory
Persistent memory for Codex sessions. Use whenever the user references prior conversations, mentions personal facts/preferences/decisions worth keeping, or starts a new session that could benefit from prior context.
haystack-router-interaction
Route and execute optimal token swaps on Algorand using Haystack Router via Algorand MCP tools. Use when getting best-price quotes across multiple Algorand DEXes and LST protocols, executing atomic swaps, and checking asset opt-in — all through the Algorand MCP server.
meshy-3d-agent
Generate 3D models, textures, images, rig characters, animate them, and prepare for 3D printing using the Meshy AI API. Handles API key detection, task creation, polling, downloading, and full 3D print pipeline with slicer integration. Use when the user asks to create 3D models, convert text/images to 3D, texture models, rig or animate characters, 3D print a model, or interact with the Meshy API.
meshy-3d-generation
Generate 3D models, textures, images, rig characters, and animate them using the Meshy AI API. Handles API key detection, setup, and all generation workflows via direct HTTP calls. Use when the user asks to create 3D models, convert text/images to 3D, texture models, rig or animate characters, or interact with the Meshy API.
meshy-3d-printing
3D print models generated with Meshy AI. Handles printability analysis, slicer integration, multi-color printing guidance, and print-optimized download workflows. Use when the user mentions 3D printing, slicing, Bambu, OrcaSlicer, Prusa, Cura, Creality Print, or wants to print a figurine, miniature, or physical model.
remember
Save a project decision or context to Locus semantic memory. Use when the user says "remember this", "save this decision", or wants to store architectural context for future sessions.
ia
Interact with Internet Archive (archive.org) - upload files, download items, and search the archive using the ia CLI tool. Use when working with archive.org, archiving content, or retrieving historical data.
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
coding-standards
Automatically loads and enforces the organisation's coding standards, general coding principles, secure coding principles, and policies for the programming language of the file being developed. Retrieves all applicable standards from the Qualimetry MCP server and applies them when writing, modifying, or reviewing source code. Activated whenever source code is being created or edited, or invoked manually as the coding-standards skill with an optional language code argument.
adobe
Control Adobe desktop apps - Photoshop, Illustrator, Premiere, After Effects, InDesign, Audition - from the shell via Flue, without an MCP server.
audition
Control Adobe Audition from the shell via Flue - ExtendScript bridges without an MCP server.
autodesk
Control Autodesk desktop apps - 3ds Max and friends - from the shell via Flue, without an MCP server.
blender
Control Blender from the shell via Flue - a Python bridge to bpy without an MCP server.
houdini
Control SideFX Houdini from the shell via Flue - a Python bridge to hou without an MCP server.
illustrator
Control Adobe Illustrator from the shell via Flue - ExtendScript bridges without an MCP server.
indesign
Control Adobe InDesign from the shell via Flue - ExtendScript bridges without an MCP server.
photoshop
Control Adobe Photoshop from the shell via Flue - ExtendScript bridges without an MCP server.
premiere
Control Adobe Premiere Pro from the shell via Flue - ExtendScript bridges without an MCP server.
ultrasafe-crypto-reviewer
Pre-release simulated penetration testing from the cryptography attacker perspective — key management / random source / TLS misuse / signature scheme / constant-time violation / PQC readiness / cryptographic agility envelope. Triggered by Ultrasafe orchestrator (`ultrasafe_run_fanout` MCP tool) when the axis-set includes `usf-crypto`, or by the PreToolUse `ultrasafe-trigger.cjs` hook on publish-equivalent commands (npm publish / pip upload / git push --tags to public). Emits findings via the `ULTRASAFE_FINDING` A2A intent (Constellation §13.16.9), conforming to `schemas/finding.schema.json` with the `perspective.primary = "crypto-reviewer"` variant. Advisory mode in v0.2.x (report-only, no publish block); blocking mode deferred to v0.3+.
ultrasafe-web-api-attacker
Pre-release simulated penetration testing from the OWASP Top 10 / API contract / auth-bypass / SQLi / XSS / SSRF / CSRF / open-redirect / IDOR attacker perspective. Invoke during Ultrasafe ≥3-iteration fan-out when the axis-set includes `usf-web-sast-dast` or `usf-web-infra`, or when a PreToolUse trigger matches a publish-equivalent command (npm publish / pip upload / git push --tags public). Emits `ULTRASAFE_FINDING` A2A intent per finding (Constellation §13.16) with OSCAL-aligned payload + attack-path-graph flat-list candidate. v0.2.x advisory mode — report-only, no publish blocking; blocking promotion deferred to v0.3+.
story
Track tickets, issues, and progress for your project. Load project context, manage sessions, guide setup.
seo-gsc-brand-vs-nonbrand
Analyze branded vs non-branded traffic split using Google Search Console data. Shows what percentage of organic clicks come from brand name searches vs generic queries. Requires user to confirm brand terms before analysis. Use when user says "brand vs nonbrand", "branded traffic", "brand queries", "non-brand traffic", or "branded vs generic".
seo-gsc-cannibalization
Detect keyword cannibalization by identifying queries where multiple pages are competing for the same ranking. Uses Google Search Console data to find queries appearing across 2 or more pages. Use when user says "keyword cannibalization", "same keyword multiple pages", "cannibalizing keywords", or "duplicate rankings".
seo-gsc-compare
Compare Google Search Console performance between two time periods to identify trends and changes. Supports month-over-month (MoM), year-over-year (YoY), or custom date ranges. Use when user says "GSC compare", "period comparison", "month over month", "year over year", "compare performance", "MoM", or "YoY".
seo-gsc-content-decay
Detect content decay by identifying pages that are losing both clicks and impressions over a 90-day comparison window in Google Search Console. Surfaces pages with true long-term decline (not seasonal variation) and assigns decay severity ratings. Use when user says "content decay", "declining pages", "losing rankings", "pages losing traffic over time", or "90 day decline".
seo-gsc-drops
Detect ranking drops and lost traffic using Google Search Console data. Compares the last 28 days against the prior 28-day period to surface pages and keywords with the biggest declines. Use when user says "GSC drops", "ranking drops", "lost traffic", "pages losing rankings", or "keyword drops".
seo-gsc-indexing
Identify indexing problems and coverage issues using Google Search Console URL inspection data. Checks up to 20 pages for indexing status, coverage state, robots.txt state, and last crawl date. Use when user says "index issues", "indexing problems", "not indexed", "indexing coverage", or "why is my page not indexed".
seo-gsc-new-keywords
Discover newly ranking keywords using Google Search Console data. Finds queries that had zero clicks or impressions in the prior 28 days but started appearing in the current period, revealing emerging content opportunities. Use when user says "new keywords", "new rankings", "keywords started ranking", "recently ranking", or "new queries".
seo-gsc-opportunities
Find quick SEO wins by identifying high-impression, low-CTR keywords using Google Search Console data. Surfaces keywords already ranking where better titles or content expansion could quickly boost traffic. Use when user says "GSC opportunities", "quick wins", "low CTR keywords", "high impressions low clicks", or "easy SEO wins".
seo-gsc-overview
Show a Google Search Console performance dashboard for the last 28 days. Displays total clicks, impressions, CTR, and average position, plus top 25 queries and top 25 pages. Use when user says "GSC overview", "search console performance", "how is my site doing in Google", "clicks and impressions", or "show me my GSC data".
activepieces-open-source-workflow-automation
Activepieces is an open-source, self-hostable workflow automation platform with 200+ integrations. It provides a visual builder for creating automated workflows and exposes all its connectors as MCP servers for AI agent use.
ai-engine-wordpress-mcp-server-and-ai-automation
AI Engine is a WordPress plugin by Meow Apps that connects sites to OpenAI, Claude, Gemini, and other models while exposing WordPress actions through MCP and REST interfaces. This skill helps agents configure providers, enable the plugin's MCP capabilities, and automate content, chatbots, media, and site-management workflows from WordPress.
analyze-kubernetes-cluster-issues-through-mcp-with-k8sgpt
Run K8sGPT as an MCP server so an agent can scan a Kubernetes cluster, explain unhealthy resources, and return prioritized remediation clues in natural language.
analyze-videos-with-frame-extraction-and-audio-context-in-claude
Give Claude Code a video perception layer that extracts frames, transcribes audio, and lets Claude answer questions about local videos or YouTube URLs.
agent-coordination
This skill should be used when the user asks about "coordinate coding agents", "orchestrate agent team", "manage multiple agents", "vibekanban workflow", "task delegation to agents", "agent swarm coordination", "parallel agent execution", "chief of staff mode", "cos mode", "you're my cos", "your my cos", "act as cos", "be my cos", "you are my chief of staff", "create tasks for agents", "dispatch agents", or needs guidance on coordinating autonomous coding agents, task breakdown strategies, or multi-agent workflow patterns.
agent-creator
Creates specialized AI agents with optimized system prompts using the official 4-phase SOP methodology from Desktop .claude-flow, combined with evidence-based prompting techniques and Claude Agent SDK implementation. Use this skill when creating production-ready agents for specific domains, workflows, or tasks requiring consistent high-quality performance with deeply embedded domain knowledge.
agent-framework
Create AI agents and workflows using Microsoft Agent Framework SDK. Supports single-agent and multi-agent workflow patterns. USE FOR: create agent, build agent, scaffold agent, new agent, agent framework, workflow pattern, multi-agent, MCP tools, create workflow. DO NOT USE FOR: deploying agents (use deploy), evaluating agents (use agent/evaluate), Azure AI Foundry agents without Agent Framework SDK.
agent-mail
MCP Agent Mail - Mail-like coordination layer for multi-agent workflows. Identities, inbox/outbox, file reservations, contact policies, threaded messaging, pre-commit guard, Human Overseer, static exports, disaster recovery. Git+SQLite backed. Python/FastMCP.
agentdb-memory-patterns
Implement persistent memory patterns for AI agents using AgentDB. Includes session memory, long-term storage, pattern learning, and context management. Use when building stateful agents, chat systems, or intelligent assistants.
ask-graphql-mcp
Use Ask GraphQL MCP to handle Web3 and on-chain questions through GraphQL endpoints (especially SubQuery/SubGraph). Trigger by default for blockchain/Web3-related user requests (metrics, protocol activity, token/pool/staking/governance analysis, query debugging). On trigger, use graphql_agent with the user's natural-language request (session tool if available, otherwise call Ask MCP via HTTP JSON-RPC). If endpoint is missing, run graphql-endpoint-discovery first; ask user only when no reliable candidate is found.
azure-ai
Use for Azure AI: Search, Speech, OpenAI, Document Intelligence. Helps with search, vector/hybrid search, speech-to-text, text-to-speech, transcription, OCR. USE FOR: AI Search, query search, vector search, hybrid search, semantic search, speech-to-text, text-to-speech, transcribe, OCR, convert text to speech. DO NOT USE FOR: Function apps/Functions (use azure-functions), databases (azure-postgres/azure-kusto), general Azure resources.
azure-aigateway
Configure Azure API Management (APIM) as AI Gateway to secure, observe, control AI models, MCP servers, agents. Helps with rate limiting, semantic caching, content safety, load balancing. USE FOR: AI Gateway, APIM, setup gateway, configure gateway, add gateway, model gateway, MCP server, rate limit, token limit, semantic cache, content safety, load balance, OpenAPI import, convert API to MCP. DO NOT USE FOR: deploy models (use microsoft-foundry), Azure Functions (use azure-functions), databases (use azure-postgres).
azure-messaging
Troubleshoot and resolve issues with Azure Messaging SDKs for Event Hubs and Service Bus. Covers connection failures, authentication errors, message processing issues, and SDK configuration problems. USE FOR: event hub SDK error, service bus SDK issue, messaging connection failure, AMQP error, event processor host issue, message lock lost, send timeout, receiver disconnected, SDK troubleshooting, azure messaging SDK, event hub consumer, service bus queue issue, topic subscription error, enable logging event hub, service bus logging, eventhub python, servicebus java, eventhub javascript, servicebus dotnet, event hub checkpoint, event hub not receiving messages, service bus dead letter DO NOT USE FOR: creating Event Hub or Service Bus resources (use azure-prepare), monitoring metrics (use azure-observability), cost analysis (use azure-cost-optimization)
azure-observability
Azure Observability Services including Azure Monitor, Application Insights, Log Analytics, Alerts, and Workbooks. Provides metrics, APM, distributed tracing, KQL queries, and interactive reports.
azure-postgres
Create new Azure Database for PostgreSQL Flexible Server instances and configure passwordless authentication with Microsoft Entra ID. Set up developer access, managed identities for apps, group-based permissions, and migrate from password-based to Entra ID authentication. Trigger phrases include "passwordless for postgres", "entra id postgres", "azure ad postgres authentication", "postgres managed identity", "migrate postgres to passwordless".
azure-resource-lookup
List, find, and show Azure resources. Answers "list my VMs", "show my storage accounts", "list websites", "find container apps", "what resources do I have", and similar queries for any Azure resource type. USE FOR: list resources, list virtual machines, list VMs, list storage accounts, list websites, list web apps, list container apps, show resources, find resources, what resources do I have, list resources in resource group, list resources in subscription, find resources by tag, find orphaned resources, resource inventory, count resources by type, cross-subscription resource query, Azure Resource Graph, resource discovery, list container registries, list SQL servers, list Key Vaults, show resource groups, list app services, find resources across subscriptions, find unattached disks, tag analysis. DO NOT USE FOR: deploying resources (use azure-deploy), creating or modifying resources, cost optimization (use azure-cost-optimization), writing application code, non-Azure clouds.
azure-storage
Azure Storage Services including Blob Storage, File Shares, Queue Storage, Table Storage, and Data Lake. Provides object storage, SMB file shares, async messaging, NoSQL key-value, and big data analytics capabilities. Includes access tiers (hot, cool, archive) and lifecycle management.
binary-analysis
Analyze binary files (exe, dll, sys, bin, ocx, scr, cpl, drv) to assess if they are malicious, perform decompilation, extract strings/imports/exports, detect malware, and provide threat assessment. Use this skill when user asks to analyze, examine, check, or assess any binary file, asks if a file is malicious/suspicious/safe, or provides a file path to a binary. Trigger for phrases like "Is [file] malicious?", "Analyze [file]", "What does [binary] do?", or any request involving binary file analysis.
browser-use
Browser automation using Playwright MCP. Navigate websites, fill forms, click elements, take screenshots, and extract data. Use when tasks require web browsing, form submission, web scraping, UI testing, or any browser interaction.
browsing-with-playwright
Browser automation using Playwright MCP. Navigate websites, fill forms, click elements, take screenshots, and extract data. Use when tasks require web browsing, form submission, web scraping, UI testing, or any browser interaction. NOT when only fetching static content (use curl/wget instead).
building-agent-tools
Guide for creating effective tools for AI agents. Use when building MCP tools, agent APIs, or any tool interface that agents will consume. Focuses on token efficiency, meaningful context, and proper namespacing.
building-chatgpt-apps
Guides creation of ChatGPT Apps with interactive widgets using OpenAI Apps SDK and MCP servers. Use when building ChatGPT custom apps with visual UI components, embedded widgets, or rich interactive experiences. Covers widget architecture, MCP server setup with FastMCP, response metadata, and Developer Mode configuration. NOT when building standard MCP servers without widgets (use building-mcp-servers skill instead).
building-mcp-servers
Guides creation of high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK). Covers tool design, authentication, Docker deployment, and evaluation creation. NOT when consuming existing MCP servers (use the server directly).
chatgpt-app-builder
DEPRECATED: This skill has been replaced by `mcp-app-builder`. Check if `mcp-app-builder` is available in the skills folder. If not, install it: `npx skills install mcp-use/mcp-use --skill mcp-app-builder` Use `mcp-app-builder` instead of this skill. Build ChatGPT apps with interactive widgets using mcp-use and OpenAI Apps SDK. Use when creating ChatGPT apps, building MCP servers with widgets, defining React widgets, working with Apps SDK, or when user mentions ChatGPT widgets, mcp-use widgets, or Apps SDK development.
chronicle-assistant-guide
Project-agnostic guidance for AI assistants using Chronicle. Provides search-first directives, best practices, and workflow patterns across ALL Chronicle-tracked projects. Works with or without MCP server.
chronicle-context-retriever
Search and retrieve context from past development sessions using Chronicle data. Works with MCP (fast, structured) or CLI commands (portable). Use when user asks about previous work, wants to recall past decisions, needs to understand codebase history, or wants to avoid repeating past approaches.
chronicle-project-tracker
Manage Chronicle project development using database-tracked milestones, next steps, and roadmap visualization. Works with MCP tools (fast, structured) or CLI commands (portable). Use when planning features, tracking progress, viewing roadmap, or linking sessions to milestones. Eliminates manual DEVELOPMENT_HISTORY.md updates.
chronicle-session-documenter
Document AI-assisted development sessions to Obsidian vault using Chronicle data. Works with MCP (fastest) or CLI commands (portable). Use when completing a coding session, creating development logs, or maintaining a knowledge base of past work. Automatically creates structured notes with metadata, summaries, and wikilinks.
chronicle-workflow
Complete workflow for tracking development work with Chronicle - session recording, git tracking, AI summarization, and Obsidian documentation. Works with CLI commands (portable) or MCP tools (faster). Use when starting a new development session, setting up project tracking, or when user wants comprehensive session management.
claude-chrome
Claude in Chrome - browser automation via the official Anthropic extension. Control your logged-in Chrome browser, automate workflows, fill forms, extract data, and run scheduled tasks.
claude-plugin
**Use MCP repo-map tools when:** - Searching for symbols by name pattern (faster than Grep) - Getting all symbols in a file (faster than Read + parsing)
clawdirect
Interact with ClawDirect, a directory of social web experiences for AI agents. Use this skill to browse the directory, like entries, or add new sites. Requires ATXP authentication for MCP tool calls. Triggers: browsing agent-oriented websites, discovering social platforms for agents, liking/voting on directory entries, or submitting new agent-facing sites to ClawDirect.
clawdirect-dev
Build agent-facing web experiences with ATXP-based authentication, following the ClawDirect pattern. Use this skill when building websites that AI agents interact with via MCP tools, implementing cookie-based agent auth, or creating agent skills for web apps. Provides templates using @longrun/turtle, Express, SQLite, and ATXP.
clojure-write
Guide Clojure and ClojureScript development using REPL-driven workflow, coding conventions, and best practices. Use when writing, developing, or refactoring Clojure/ClojureScript code.
configuring-better-auth
Implement OAuth 2.1 / OIDC authentication using Better Auth with MCP assistance. Use when setting up a centralized auth server (SSO provider), implementing SSO clients in Next.js apps, configuring PKCE flows, or managing tokens with JWKS verification. Uses Better Auth MCP for guided setup. NOT when using simple session-only auth without OAuth/OIDC requirements.
context-tools
Context management tools for Claude Code - provides intelligent codebase mapping with Python, Rust, and C++ parsing, duplicate detection, and MCP-powered symbol queries. Use this skill when working with large codebases that need automated indexing and context management.
copilot-sdk
Build applications powered by GitHub Copilot using the Copilot SDK. Use when creating programmatic integrations with Copilot across Node.js/TypeScript, Python, Go, or .NET. Covers session management, custom tools, streaming, hooks, MCP servers, BYOK providers, session persistence, and custom agents. Requires GitHub Copilot CLI installed and a GitHub Copilot subscription (unless using BYOK).
customize
Interactive guided deployment flow for Azure OpenAI models with full customization control. Step-by-step selection of model version, SKU (GlobalStandard/Standard/ProvisionedManaged), capacity, RAI policy (content filter), and advanced options (dynamic quota, priority processing, spillover). USE FOR: custom deployment, customize model deployment, choose version, select SKU, set capacity, configure content filter, RAI policy, deployment options, detailed deployment, advanced deployment, PTU deployment, provisioned throughput. DO NOT USE FOR: quick deployment to optimal region (use preset).
daem0nmcp-protocol
Use when Daem0nMCP tools are available - enforces the sacred covenant (commune at session start, seek counsel before changes, inscribe decisions, seal outcomes)
deploy-model
Unified Azure OpenAI model deployment skill with intelligent intent-based routing. Handles quick preset deployments, fully customized deployments (version/SKU/capacity/RAI policy), and capacity discovery across regions and projects. USE FOR: deploy model, deploy gpt, create deployment, model deployment, deploy openai model, set up model, provision model, find capacity, check model availability, where can I deploy, best region for model, capacity analysis. DO NOT USE FOR: listing existing deployments (use foundry_models_deployments_list MCP tool), deleting deployments, agent creation (use agent/create), project creation (use project/create).
dev-tools-skill
Use when the user says "use the DevTools skill" or when they need help debugging a web app with Chrome DevTools MCP (UI bugs, incorrect behavior, console errors, network/API failures, or performance/lag), especially if the user seems inexperienced and needs guided, step-by-step diagnosis.
email-assistant
User asks to read, check, or manage emails - User asks to reply to or send an email - User asks to draft an email response
extract
Extract content from specific URLs using Tavily's extraction API. Returns clean markdown/text from web pages. Use when you have specific URLs and need their content without writing code.
fiftyone-dataset-import
Universal dataset import for FiftyOne supporting all media types (images, videos, point clouds, 3D scenes), all label formats (COCO, YOLO, VOC, CVAT, KITTI, etc.), and multimodal grouped datasets. Use when users want to import any dataset regardless of format, automatically detect folder structure, handle autonomous driving data with multiple cameras and LiDAR, or create grouped datasets from multimodal data. Requires FiftyOne MCP server.
fiftyone-dataset-inference
Create a FiftyOne dataset from a directory of media files (images, videos, point clouds), optionally import labels in common formats (COCO, YOLO, VOC), run model inference, and store predictions. Use when users want to load local files into FiftyOne, apply ML models for detection, classification, or segmentation, or build end-to-end inference pipelines.
fiftyone-embeddings-visualization
Visualize datasets in 2D using embeddings with UMAP or t-SNE dimensionality reduction. Use when users want to explore dataset structure, find clusters in images, identify outliers, color samples by class or metadata, or understand data distribution. Requires FiftyOne MCP server with @voxel51/brain plugin installed.
fiftyone-find-duplicates
Find duplicate or near-duplicate images in FiftyOne datasets using brain similarity computation. Use when users want to deduplicate datasets, find similar images, cluster visually similar content, or remove redundant samples. Requires FiftyOne MCP server with @voxel51/brain plugin installed.
firebase-development-project-setup
This skill should be used when initializing a new Firebase project with proven architecture. Triggers on "new firebase project", "initialize firebase", "firebase init", "set up firebase", "create firebase app", "start firebase project". Guides through CLI setup, architecture choices, and emulator configuration.
gmail-tools
Reading and managing Gmail emails - Sending emails with attachments - Replying to emails while maintaining thread continuity
home-assistant-manager
Expert-level Home Assistant configuration management with efficient deployment workflows (git and rapid scp iteration), remote CLI access via SSH and hass-cli, automation verification protocols, log analysis, reload vs restart optimization, and comprehensive Lovelace dashboard management for tablet-optimized UIs. Includes template patterns, card types, debugging strategies, and real-world examples.
hooks-automation
Automated coordination, formatting, and learning from Claude Code operations using intelligent hooks with MCP integration. Includes pre/post task hooks, session management, Git integration, memory coordination, and neural pattern training for enhanced development workflows.
instaclaw
Photo sharing platform for AI agents. Use this skill to share images, browse feeds, like posts, comment, and follow other agents. Requires ATXP authentication.
ios-debugger-agent
Use XcodeBuildMCP to build, run, launch, and debug the current iOS project on a booted simulator. Trigger when asked to run an iOS app, interact with the simulator UI, inspect on-screen state, capture logs/console output, or diagnose runtime behavior using XcodeBuildMCP tools.
mcp-apps-builder
**MANDATORY for ALL MCP server work** - mcp-use framework best practices and patterns. **READ THIS FIRST** before any MCP server work, including: - Creating new MCP servers - Modifying existing MCP servers (adding/updating tools, resources, prompts, widgets) - Debugging MCP server issues or errors - Reviewing MCP server code for quality, security, or performance - Answering questions about MCP development or mcp-use patterns - Making ANY changes to server.tool(), server.resource(), server.prompt(), or widgets This skill contains critical architecture decisions, security patterns, and common pitfalls. Always consult the relevant reference files BEFORE implementing MCP features.
mcp-prompts-guide
Create powerful MCP prompts that guide AI interactions with templates, arguments, and context injection
mcp-resources-guide
Implement MCP resources that provide data and files to AI assistants - URIs, caching, and streaming
mcp-server-best-practices
Production-ready patterns and best practices for MCP servers - architecture, security, performance, and maintenance
mcp-tool-creation
Master creating MCP tools with type-safe parameters, automatic schema generation, and best practices
microsoft-foundry
Use this skill to work with Microsoft Foundry (Azure AI Foundry) and tools from Foundry MCP server: deploy AI models, manage AI agents (create, deploy, invoke, run, troubleshoot Foundry Agents), manage RBAC permissions and role assignments, manage quotas and capacity, create Foundry resources. USE FOR: Microsoft Foundry, AI Foundry, create agent, deploy agent, debug agent, invoke agent, run agent, agent chat, evaluate agent, agent monitoring, deploy model, model catalog, knowledge index, create Foundry project, new Foundry project, set up Foundry, onboard to Foundry, create Foundry resource, create AI Services, AIServices kind, register resource provider, enable Cognitive Services, setup AI Services account, create resource group for Foundry, RBAC, role assignment, quota, capacity, TPM, deployment failure, QuotaExceeded. DO NOT USE FOR: Azure Functions (use azure-functions), App Service (use azure-create-app), generic Azure resource creation (use azure-create-app).
pydanticai-docs
Use this skill for requests related to Pydantic AI framework - building agents, tools, dependencies, structured outputs, and model integrations.
read-github
Read and search GitHub repository documentation via gitmcp.io MCP service. **WHEN TO USE:** - User provides a GitHub URL - User mentions a specific repo in owner/repo format - User asks "what does this repo do?", "read the docs for X repo", or similar - User wants to search code or docs within a repo
reasoningbank-with-agentdb
Implement ReasoningBank adaptive learning with AgentDB's 150x faster vector database. Includes trajectory tracking, verdict judgment, memory distillation, and pattern recognition. Use when building self-learning agents, optimizing decision-making, or implementing experience replay systems.
researching-with-deepwiki
Research GitHub, GitLab, and Bitbucket repositories using DeepWiki MCP server. Use when exploring unfamiliar codebases, understanding project architecture, or asking questions about how a specific open-source project works. Provides AI-powered repo analysis and RAG-based Q&A about source code. NOT for fetching library API docs (use fetching-library-docs instead) or local files.
rmcp-quickstart
Quick start guide for creating MCP servers with the rmcp crate - installation, concepts, and first server
semantic-code-hunter
Use when you need to find code by concept (not just text). Uses Serena MCP for semantic code search across the codebase with minimal token usage. Ideal for understanding architecture, finding authentication flows, or multi-file refactoring.
sitemapkit
Discover and extract sitemaps from any website using SitemapKit. Use this skill whenever the user wants to find pages on a website, get a list of URLs from a domain, audit a site's structure, crawl a sitemap, check what pages exist on a site, or do anything involving sitemaps or site URL discovery — even if they don't explicitly say "sitemap". Requires the sitemapkit MCP server configured with a valid SITEMAPKIT_API_KEY.
skill-lookup
Activates when the user asks about Agent Skills, wants to find reusable AI capabilities, needs to install skills, or mentions skills for Claude. Use for discovering, retrieving, and installing skills.
stripe-agent
Manages all Stripe billing operations for Unite-Hub including product/price creation, subscription management, checkout sessions, webhooks, and dual-mode (test/live) billing for staff vs. customer ...
tool-design
This skill should be used when the user asks to "design agent tools", "create tool descriptions", "reduce tool complexity", "implement MCP tools", or mentions tool consolidation, architectural reduction, tool naming conventions, or agent-tool interfaces.
tools-ui
"Tool lifecycle UI components for React/Next.js from ui.inference.sh. Display tool calls: pending, progress, approval required, results. Capabilities: tool status, progress indicators, approval flows, results display. Use for: showing agent tool calls, human-in-the-loop approvals, tool output. Triggers: tool ui, tool calls, tool status, tool approval, tool results," agent tools, mcp tools ui, function calling ui, tool lifecycle, tool pending
unreal-engine-developer
Expert Unreal Engine 5 developer and technical artist for complete game development via agentic coding. Enables AI-driven control of Unreal Editor through MCP, Python scripting, Blueprints, and C++ for level design, asset management, gameplay programming, and visual development.
ux-waiting-audit
Audit UX waiting states for web applications with long-running operations (30+ seconds). Use when asked to evaluate, audit, or analyze a product's loading states, wait times, progress indicators, or user experience during slow operations. Requires browser automation (Chrome MCP tools). Generates comprehensive reports with screenshots, checklist evaluation, and prioritized recommendations.
when-deploying-cloud-swarm-use-flow-nexus-swarm
Deploy cloud-based AI agent swarms with event-driven workflow automation using Flow Nexus platform. Supports hierarchical, mesh, ring, and star topologies with E2B sandbox distribution.
when-training-neural-networks-use-flow-nexus-neural
This SOP provides a systematic workflow for training and deploying neural networks using Flow Nexus platform with distributed E2B sandboxes. It covers architecture selection, distributed training, ...
when-using-flow-nexus-platform-use-flow-nexus-platform
Comprehensive Flow Nexus platform management covering authentication, sandboxes, storage, databases, app deployment, payments, and monitoring. This SOP provides end-to-end platform operations.
zapier-workflows
Manage and trigger pre-built Zapier workflows and MCP tool orchestration. Use when user mentions workflows, Zaps, automations, daily digest, research, search, lead tracking, expenses, or asks to "run" any process. Also handles Perplexity-based research and Google Sheets data tracking.
product-design
Automates design review, token extraction, component mapping, and implementation planning. Reduces design handoff from 6-10 hours to 5 minutes via direct Figma MCP integration. Auto-invoke when user mentions design review, Figma mockup, or design handoff.
az-cost-optimize
Analyze Azure resources used in the app (IaC files and/or resources in a target rg) and optimize costs - creating GitHub issues for identified optimizations.
azure-resource-health-diagnose
Analyze Azure resource health, diagnose issues from logs and telemetry, and create a remediation plan for identified problems.
copilot-sdk
Build agentic applications with GitHub Copilot SDK. Use when embedding AI agents in apps, creating custom tools, implementing streaming responses, managing sessions, connecting to MCP servers, or creating custom agents. Triggers on Copilot SDK, GitHub SDK, agentic app, embed Copilot, programmable agent, MCP server, custom agent.
arif-a2a-call
A2A v1.0.0 client + 888 JUDGMENT integration for OPENCLAW. Use when candidate actions require ASI deliberation or A2A federation with APEX (formerly Hermes).
arifos-mcp-call
Invoke arifOS constitutional MCP tools (000-999 pipeline, F1-F13 enforced)
feedback
Visual feedback overlay for a local website or Markdown file. The user clicks or selects anything and leaves a typed or spoken comment (even from their phone); you later process those comments, and you can also pin your OWN review comments to elements for the user to approve. Use to review a site or `.md`, start it phone/mobile-ready, process the feedback, or leave AI review comments on a page.
stitchflow
Turn briefs, mockups, and product context into Stitch UI screens, design variants, Tailwind-friendly HTML, and screenshots. Use when the user wants to explore a new screen, edit an existing screen, compare visual directions, or save local design artifacts from natural-language input.
fec-drawio-studio
用于创建带 draw.io / diagrams.net 源文件的可编辑技术图，包括架构图、ERD、UML、序列图、流程图、ML 模型图、官方形状检索、品牌符号、Graphviz 自动布局、代码结构图、.drawio 校验或 draw.io CLI 导出兜底。不要用于普通位图生成、手绘草图、交互式 Canvas/Three.js 场景或装饰性 SVG 动画；中文触发词包括 draw.io、diagrams.net、可编辑架构图、.drawio、ER 图、UML、序列图、自动布局、形状检索、代码结构图。
ccwf-cli
Use the `ccwf` CLI (from @cc-wf-studio/cli) to render, validate, preview, export, or run cc-wf-studio workflow JSON files from the terminal. Apply whenever the user mentions viewing, visualizing, checking, executing, or converting a workflow under `.vscode/workflows/` (or any `*workflow*.json`), wants a Mermaid diagram of a workflow, asks to "see" / "preview" / "open" a workflow, or wants to run a workflow as a Claude Code Skill without opening VSCode.
bd-skill-content
Create SEO-rich content posts on a Brilliant Directories (BD) website. Use when the user wants to populate or grow their BD site with event posts, job listings, property listings, or blog articles. The skill researches publicly-available sources, applies quality gates, manufactures EEAT-rich post content, deduplicates against existing posts, and prints an audit summary. Works on any BD-powered site via the public hosted MCP at brilliantmcp.com or the npm-installed MCP wrapper. Requires a BD API key and site URL configured in the user's MCP connection. Designed so the user can invoke with a one-sentence goal and get a complete, correct run.
qa-chrome
Visual tests and browser debugging via Chrome. Use to test web pages, verify visual rendering, debug with the console, or automate browser actions. Trigger when the user mentions "visual test", "Chrome", "browser", "browser console", "DOM", "screenshot", "GIF".
image-skill
AI image generation and editing for agents across text-to-image and image-to-image workflows, video generation, audio generation, and image-to-3D asset creation through one zero-setup hosted runtime. Use Image Skill when an agent needs durable media URLs, recoverable jobs, model/cost inspection and stable JSON envelopes with capability-preserving parameters. Optional agent-funded credits work without a provider API key, OAuth app, local model or per-provider billing account.
events
The PyWry event system — namespaced events, request/response round-trips, widget IDs, component IDs, and how tool results flow back to the agent.
tvchart
Drive a live TradingView Lightweight Charts widget end-to-end via PyWry MCP tools — symbol, interval, indicators, markers, price lines, layouts, state.
agent-supply-chain
Generate and verify integrity manifests for AI agent plugins and tools -- detect tampering, enforce version pinning, and establish supply chain provenance (the SLSA/Sigstore gap for agent ecosystems).
az-cost-optimize
Analyze Azure resources used in the app (IaC files and/or resources in a target rg) and optimize costs - creating GitHub issues for identified optimizations.
bicep-avm-mastery
Azure Verified Modules (AVM), Bicep best practices, and MCP-powered infrastructure as code for Azure
copilot-sdk
Build applications powered by GitHub Copilot using the Copilot SDK — session management, custom tools, streaming, hooks, MCP servers, BYOK, deployment patterns
foundry-agent-platform
Microsoft Foundry agent deployment, orchestration, and cloud-native AI service patterns
mcp-builder
Build MCP servers for LLM tool integration — Python (FastMCP), Node/TypeScript (MCP SDK), or C#/.NET (Microsoft MCP SDK)
backend-db-performance
Optimize database queries, schemas, and performance. Use when fixing slow queries, adding indexes, N+1 problems, schema design, RLS policies, or when user mentions "slow query", "database performance", "timeout", "index", "query optimization", "Prisma", "Supabase", or "PostgreSQL".
canvas
A Cursor Canvas is a live React app the user opens beside the chat. MUST use a canvas for standalone analytical artifacts — quantitative analyses, billing investigations, security audits, architecture reviews, data-heavy content, timelines, charts, tables, interactive explorations, repeatable tools, or any response that benefits from visual layout. Prefer canvas for MCP tool results (Datadog, Databricks, Linear, Sentry, Slack) over markdown tables or code blocks. MUST also read this skill when creating, editing, or debugging any .canvas.tsx file.
debug-sentry-monitor
Monitor, triage, fix, and proactively enhance Sentry error monitoring for any project. Use when asked to: check Sentry, fix Sentry errors, triage Sentry issues, run post-deploy monitoring, review production errors, clean up Sentry noise, audit Sentry setup, improve monitoring coverage, enhance error tracking, or "run sentry check". Works with any GitHub repo — auto-detects org, project, framework, and config. Fetches issues via Sentry MCP, triages them, performs root cause analysis, fixes code bugs, updates noise filters, audits the monitoring architecture, and resolves issues only after verified fixes.
deploy-verify
Post-deploy smoke test combining all 5 MCPs (Sentry + Supabase + Langfuse CLI + Playwright + Firecrawl) into one workflow. Auto-detects deployment context, checks Sentry for new errors (with Seer AI root-cause on P0s), verifies Supabase migration health and logs, confirms Langfuse trace pipeline, runs Playwright smoke test on critical paths, and produces a ship-or-rollback verdict. Works with any project. Use when asked to: "verify deploy", "post-deploy check", "smoke test production", "check if deploy is healthy", "ship or rollback", "post-release check", "verify release", "deploy health check", or "run post-deploy".
mcp-code-execution
Scaffold the code execution pattern for MCP-based agents. Use when agents call many MCP tools, intermediate data exceeds context, you need loops, or PII must stay out of context.
alert-manager
Use when the user asks to "set SEO alerts"; configures ranking, traffic, technical, competitor, and notification thresholds. SEO预警/排名监控
backlink-analyzer
Use when analyzing backlink profiles, link authority, toxic links, link-building opportunities, or competitor link gaps. 外链分析/反向链接
claw-release
Release automation for Claw skills and website. Guides through version bumping, tagging, and release verification.
clawsec-clawhub-checker
ClawHub reputation checker for clawsec-suite. Adds a standalone reputation gate before guarded skill installation.
clawsec-feed
Security advisory feed package for OpenClaw-related threats and vulnerabilities. The upstream feed is updated daily; local automation is handled by clawsec-suite or the operator.
clawsec-scanner
Automated vulnerability scanner for agent platforms. Performs dependency scanning (npm audit, pip-audit), multi-database CVE lookup (OSV, NVD, GitHub Advisory), SAST analysis (Semgrep, Bandit), and agent-specific DAST hook execution testing for OpenClaw hooks.
clawsec-suite
ClawSec suite manager with embedded advisory-feed monitoring, cryptographic signature verification, approval-gated malicious-skill response, and guided setup for additional security skills.
clawtributor
Community incident reporting for AI agents. Contribute to collective security by reporting threats.
codebase-documenter
Use this skill when the user wants to understand, document, or explain a codebase — even if they don't say "document" explicitly. Trigger on: "explain this codebase", "how does this project work", "create onboarding docs", "document the architecture", "I'm new to this repo", "generate a codebase overview", or any request to understand unfamiliar code. Produces a single docs/CODEBASE.md with architecture, components, data flow, setup instructions, and a recommended reading path for new developers. Supports quick/standard/deep depth levels and incremental updates.
competitor-analysis
Use when the user asks to "compare competitors" or find SEO/GEO gaps; analyzes keywords, content, backlinks, AI citations, and traffic share. 竞品分析/竞争对手
content-gap-analysis
Use when the user asks to "find content gaps"; maps competitor topics, missing keywords, and editorial calendar opportunities. 内容缺口/选题规划
content-quality-auditor
Use when auditing content quality, E-E-A-T, publish readiness, or 内容质量/EEAT评分. Runs 80-item CORE-EEAT scoring with veto checks and fix plan.
content-refresher
Use when updating outdated content, fixing traffic/ranking decay, refreshing stats, adding new sections, or improving freshness signals. 内容更新/排名恢复
alert-manager
Use when the user asks to "set SEO alerts"; configures ranking, traffic, technical, competitor, and notification thresholds. SEO预警/排名监控
backlink-analyzer
Use when analyzing backlink profiles, link authority, toxic links, link-building opportunities, or competitor link gaps. 外链分析/反向链接
claw-release
Release automation for Claw skills and website. Guides through version bumping, tagging, and release verification.
clawsec-clawhub-checker
ClawHub reputation checker for clawsec-suite. Adds a standalone reputation gate before guarded skill installation.
clawsec-feed
Security advisory feed package for OpenClaw-related threats and vulnerabilities. The upstream feed is updated daily; local automation is handled by clawsec-suite or the operator.
clawsec-scanner
Automated vulnerability scanner for agent platforms. Performs dependency scanning (npm audit, pip-audit), multi-database CVE lookup (OSV, NVD, GitHub Advisory), SAST analysis (Semgrep, Bandit), and agent-specific DAST hook execution testing for OpenClaw hooks.
clawsec-suite
ClawSec suite manager with embedded advisory-feed monitoring, cryptographic signature verification, approval-gated malicious-skill response, and guided setup for additional security skills.
clawtributor
Community incident reporting for AI agents. Contribute to collective security by reporting threats.
codebase-documenter
Use this skill when the user wants to understand, document, or explain a codebase — even if they don't say "document" explicitly. Trigger on: "explain this codebase", "how does this project work", "create onboarding docs", "document the architecture", "I'm new to this repo", "generate a codebase overview", or any request to understand unfamiliar code. Produces a single docs/CODEBASE.md with architecture, components, data flow, setup instructions, and a recommended reading path for new developers. Supports quick/standard/deep depth levels and incremental updates.
competitor-analysis
Use when the user asks to "compare competitors" or find SEO/GEO gaps; analyzes keywords, content, backlinks, AI citations, and traffic share. 竞品分析/竞争对手
content-gap-analysis
Use when the user asks to "find content gaps"; maps competitor topics, missing keywords, and editorial calendar opportunities. 内容缺口/选题规划
content-quality-auditor
Use when auditing content quality, E-E-A-T, publish readiness, or 内容质量/EEAT评分. Runs 80-item CORE-EEAT scoring with veto checks and fix plan.
content-refresher
Use when updating outdated content, fixing traffic/ranking decay, refreshing stats, adding new sections, or improving freshness signals. 内容更新/排名恢复
alert-manager
Use when the user asks to "set SEO alerts"; configures ranking, traffic, technical, competitor, and notification thresholds. SEO预警/排名监控
backlink-analyzer
Use when analyzing backlink profiles, link authority, toxic links, link-building opportunities, or competitor link gaps. 外链分析/反向链接
claw-release
Release automation for Claw skills and website. Guides through version bumping, tagging, and release verification.
clawsec-clawhub-checker
ClawHub reputation checker for clawsec-suite. Adds a standalone reputation gate before guarded skill installation.
clawsec-feed
Security advisory feed package for OpenClaw-related threats and vulnerabilities. The upstream feed is updated daily; local automation is handled by clawsec-suite or the operator.
clawsec-scanner
Automated vulnerability scanner for agent platforms. Performs dependency scanning (npm audit, pip-audit), multi-database CVE lookup (OSV, NVD, GitHub Advisory), SAST analysis (Semgrep, Bandit), and agent-specific DAST hook execution testing for OpenClaw hooks.
clawsec-suite
ClawSec suite manager with embedded advisory-feed monitoring, cryptographic signature verification, approval-gated malicious-skill response, and guided setup for additional security skills.
clawtributor
Community incident reporting for AI agents. Contribute to collective security by reporting threats.
codebase-documenter
Use this skill when the user wants to understand, document, or explain a codebase — even if they don't say "document" explicitly. Trigger on: "explain this codebase", "how does this project work", "create onboarding docs", "document the architecture", "I'm new to this repo", "generate a codebase overview", or any request to understand unfamiliar code. Produces a single docs/CODEBASE.md with architecture, components, data flow, setup instructions, and a recommended reading path for new developers. Supports quick/standard/deep depth levels and incremental updates.
competitor-analysis
Use when the user asks to "compare competitors" or find SEO/GEO gaps; analyzes keywords, content, backlinks, AI citations, and traffic share. 竞品分析/竞争对手
content-gap-analysis
Use when the user asks to "find content gaps"; maps competitor topics, missing keywords, and editorial calendar opportunities. 内容缺口/选题规划
content-quality-auditor
Use when auditing content quality, E-E-A-T, publish readiness, or 内容质量/EEAT评分. Runs 80-item CORE-EEAT scoring with veto checks and fix plan.
content-refresher
Use when updating outdated content, fixing traffic/ranking decay, refreshing stats, adding new sections, or improving freshness signals. 内容更新/排名恢复
code-review-graph
Token-efficient code review using Tree-sitter AST graphs and MCP. Cuts AI token usage on large codebases by computing the blast radius of changes instead of reading entire codebases. Uses a SQLite graph database for structural analysis.
wordpress-feature
Interview-driven workflow to add a feature (Gutenberg block, REST endpoint, Settings page, editor extension, custom post type, taxonomy, CLI command) to an existing WordPress plugin. Writes spec.md + plan.md before generating code and freezes the plan for human review when the feature warrants it. Also handles maintenance edits (typos, version bumps) with a lightweight log. Use when a plugin already exists in the working directory — for greenfield scaffolding, use wordpress-scaffold instead. Enforces WordPress 6.7+, PHP 8.2+, Node 20+, and the WordPress Coding Standards.
wordpress-scaffold
Interview-driven workflow to scaffold a brand-new WordPress plugin. Asks for identity (name, slug, namespace), writes a constitution of defaults + strict allowlists, then generates a complete plugin with optional Settings page, REST API, Gutenberg blocks, and editor extensions. Use only when there is no existing plugin in the working directory — for adding features to an existing plugin, use wordpress-feature instead. Enforces WordPress 6.7+, PHP 8.2+, Node 20+, and the WordPress Coding Standards.
pkulaw-mcp-legal-research
北大法宝原生 MCP 的总路由法律研究 Skill。当前本机已配置三个 MCP：`law-keyword`（检索法律法规-关键词）、`fatiao`（精准查找法条-关键词）和 `case-keyword`（检索司法案例-关键词）；不得假定案号识别、引用核验、超链、语义检索等旧 MCP 可用。Use when：用户只说“帮我查法律依据/案例”，但尚未明确该走法规关键词、精准法条还是案例关键词；或你需要在原生 MCP 能力之间分流。NOT for：网页端登录、网页详情页点击、复制详情页 URL、机构/IP 登录核验；这些应转用户自建的 `pkulaw-legal-search` 网页/Computer Use 流程。须已配置并订阅北大法宝 MCP；禁止无检索依据编造法条、案号、裁判要点或引用结论。
tableau-to-preset
Guided workflow for converting a Tableau workbook (.twb or .twbx) to a Preset dashboard via Superset MCP tools. Parses TWB XML, scopes conversion to the target dashboard's worksheets, maps chart types, carries worksheet filters across, calls generate_chart per worksheet, and assembles with generate_dashboard. Use only for MCP tool workflows; do not use for direct API work.
sales-adbutler
AdButler platform help — full-stack ad server for display, video, mobile, native, and email ads with self-serve advertiser portal, programmatic SSP, REST API, MCP server, and cookieless targeting. Use when setting up AdButler to monetize your newsletter or website with ads, email ad zone tags aren't rendering in Outlook or dark mode, API calls to the management or reporting endpoints are failing, self-serve portal setup for letting advertisers book their own campaigns, ad revenue is underperforming and you need to optimize targeting or demand sources, trying to decide between AdButler and alternatives like Kevel or Google Ad Manager, or need help with the AdButler MCP server for AI-powered ad ops. Do NOT use for general newsletter monetization strategy (use /sales-newsletter) or newsletter sponsorship marketplace transactions (use /sales-paved or /sales-hecto).
sales-amical
Amical platform help — open-source, local-first AI dictation app with Whisper STT, context-aware formatting, Ollama/OpenRouter LLM, MCP voice commands, and 100+ language support (MIT license). Use when setting up Amical on macOS or Windows for the first time, choosing between Whisper model sizes for accuracy vs speed, configuring Ollama for fully offline text formatting, context-aware formatting not adapting to the active application, microphone not switching or audio input issues, custom vocabulary not recognizing industry terminology, comparing Amical to Wispr Flow or Superwhisper for privacy-first dictation, or setting up voice commands with MCP integrations. Do NOT use for picking between meeting note-takers generally (use /sales-note-taker) or reviewing a single call for coaching (use /sales-call-review).
sales-attention
Attention platform help — AI-native conversation intelligence with CRM auto-update, coaching scorecards (MEDDIC/BANT/custom), real-time battlecards, follow-up automation, Ask Attention AI, and workflow builder. Use when setting up Attention CRM auto-update for Salesforce or HubSpot, coaching scorecards not generating or scoring incorrectly, CRM fields not populating after calls, configuring Attention workflow automations or triggers, choosing between Attention and Gong or Sybill or Avoma, understanding Attention pricing tiers (Starter $59 vs Professional $149 vs Enterprise $399), setting up Attention API or MCP server integration, or Ask Attention returning unhelpful insights. Do NOT use for picking between note-takers generally (use /sales-note-taker) or reviewing a single call for coaching (use /sales-call-review).
sales-attio
Attio platform help — AI-native CRM with custom objects, relationship database, deal pipelines, email sequences, automations, and built-in enrichment for 80,000+ startups. Covers custom data model design (objects, attributes, relationships), pipeline configuration, workflow automations, email sequences, AI agents (Ask Attio), reporting, API integration (REST, OAuth 2.0, 100+ endpoints, webhooks, MCP server), and pricing tiers (Free/Plus/Pro/Enterprise). Use when Attio data model doesn't fit your workflow, deal pipeline stages need restructuring, automations aren't firing correctly, API or webhook integration isn't working, or not sure if Attio is the right CRM for your team. Do NOT use for general CRM data hygiene strategy (use /sales-data-hygiene), outbound sequences across platforms (use /sales-cadence), contact enrichment strategy (use /sales-enrich), or tool integration patterns (use /sales-integration).
sales-blueconic
BlueConic platform help — Customer Data Platform (CDP), real-time profile unification, segmentation, personalization, audience activation, Jebbit Experiences, AI Workbench. Use when profiles aren't merging across channels, segments aren't syncing to ad platforms, BlueConic connections aren't importing or exporting data, you need help setting up BlueConic on a single-page app, consent and privacy objectives aren't working correctly, or you're choosing between BlueConic and another CDP. Do NOT use for general email marketing strategy (use /sales-email-marketing) or CRM data deduplication without BlueConic (use /sales-data-hygiene).
boss-advanced
Advanced Boss orchestration patterns — Agent Teams leadership, 6-section delegation template, Skill vs Agent conflict resolution, Guardian pattern, and AI-slop detection.
gstack-sprint
3-Phase Sprint workflow — design → execute → review with user interaction at decision points
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
add-asana
Add Asana project management MCP integration to Deus. Gives host-side Claude Code sessions read/write access to Asana tasks, projects, sections, and tags via @roychri/mcp-server-asana.
add-editor
Wire Deus's memory + evolution layers into an external code editor (Zed and other ACP/MCP clients) so the editor's own agent gains Deus's vault recall and self-improving reflexion loop. Configuration only — no new code. Triggers on "add editor", "use Deus in my editor", "zed integration", "editor integration", "wire Deus into Zed", or ACP/MCP editor setup requests.
add-linear
Add Linear project management MCP integration to Deus. Gives host-side Claude Code sessions read/write access to Linear issues, projects, cycles, and workflow states via @tacticlaunch/mcp-linear.
add-ollama-tool
Add Ollama MCP server so the container agent can call local models for cheaper/faster tasks like summarization, translation, or general queries.
add-parallel
Add Parallel AI MCP integration to Deus for advanced web research capabilities.
add-reactions
Add WhatsApp emoji reaction support — receive, send, store, and search reactions.
add-telegram
Add Telegram as a channel. Can replace WhatsApp entirely or run alongside it. Also configurable as a control-only channel (triggers actions) or passive channel (receives notifications only).
capabilities
Show what this Deus instance can do — installed skills, available tools, and system info. Read-only. Use when the user asks what the bot can do, what's installed, or runs /capabilities.
debug
Debug container agent issues. Use when things aren't working, container fails, authentication problems, or to understand how the container system works. Covers logs, environment variables, mounts, and common issues.
zigts-expert
Write handler code in the zigts TypeScript subset for zigttp's serverless runtime. Covers the language spec, virtual modules, compile-time verification, sound mode type safety, and idiomatic FaaS patterns. Use for any .ts/.tsx/.js/.jsx files targeting zigttp.
jaz-conversion
Use this skill when migrating accounting data into Jaz — importing from Xero, QuickBooks, Sage, MYOB, or Excel exports. Covers the full conversion pipeline: analyzing source files, mapping Chart of Accounts, contacts, tax profiles, and items, creating clearing accounts, running TTB (trial transaction balance), and verifying TB. Also use when the user mentions data migration, conversion, import, or switching accounting software — whenever a customer's prior system is Xero, QuickBooks, Sage, MYOB, or an Excel-based ledger.
jaz-practice
Use this skill whenever an accounting practitioner is doing client work in Jaz — closing the books, filing GST, year-end statutory, onboarding a new client. Covers the practitioner workspace at ~/Documents/Jaz Practice (clients/<slug>/CLIENT.md and engagements/<slug>/ENGAGEMENT.md), engagement routing (monthly-close | quarterly-gst | annual-statutory | onboarding | adhoc), and how the agent loads client context before invoking jaz-jobs blueprints, jaz-recipes recipes, and jaz-api tools. Triggers on intent like "close the books for X", "file GST for Y", "onboard new client Z", "what's outstanding for Acme this month". Pair with jaz-jobs (workflow blueprints), jaz-recipes (IFRS recipes + calculators), jaz-api (REST gotchas), and jaz-conversion (data migration during onboarding).
plugin-structure
This skill should be used when the user asks to "create a plugin", "scaffold a plugin", "understand plugin structure", "organize plugin components", "set up plugin.json", "use ${CLAUDE_PLUGIN_ROOT}", "add commands/agents/skills/hooks", "configure auto-discovery", or needs guidance on plugin directory layout, manifest configuration, component organization, file naming conventions, or Claude Code plugin architecture best practices.
tasknotes
Manage tasks in an Obsidian TaskNotes vault. Use for creating, reading, updating, or completing tasks; checking what is open or in progress; adding items to a list; marking tasks done or in progress; updating task status or priority; investigating why a task is missing from a view or board; troubleshooting TaskNotes MCP or API connection issues; setting up or configuring TaskNotes; or running a schema diagnostic on task files. Routes automatically to the best available access method: MCP server, HTTP API, or direct file access. Bundled help at references/tasknotes-help.md.
sendsprint
Autonomous sprint delivery. Reads a Jira / Azure DevOps / GitHub sprint, delegates each task's code edit to simplicio-cli, captures evidence, and opens a draft PR. Triggers on "rode o sendsprint", "executar sprint", "entregar sprint", "run sendsprint", "ship my sprint", "deliver my sprint", "ejecutar sprint".
feishu-user-plugin
All-in-one Feishu MCP server + CLI tool — send messages as yourself (incl. batch_send), read group/P2P chats (auto-expands merge_forward), manage docs/tables/wiki (full CRUD)/drive, OKR (with progress writes), calendar (read+write), Tasks v2, multi-profile auto-switch, real-time WS events. v1.3.15: manage_doc_block gains a table create mode — agents stop guessing the table block_type (tables are 31, not 40); the plugin builds the block_type=31 table, fills each cell by updating its auto-created text block (no stray empty blocks), resolves cells scoped (no whole-doc 500-block cap) and fails loud rather than silently dropping content. UAT refresh now self-heals a benign refresh_token rotation race: on invalid_grant it re-reads disk and adopts a peer's freshly-persisted valid token (snapshotting the sent token pre-await for the in-process hot-reload case) instead of false-flipping to UAT_REVOKED and pushing the user through a needless oauth re-consent.
add-tool
Use when adding a new cybersecurity tool to this installer. Walks through editing the right module file, adding to tools_config.json, running validators, and syncing MCP server data if needed. Triggers on phrases like "add tool", "add <toolname>", "register a new tool", "include X in the installer".
ai-threat-testing
Offensive AI security testing and exploitation framework. Systematically tests LLM applications for OWASP Top 10 vulnerabilities including prompt injection, model extraction, data poisoning, and supply chain attacks. Integrates with pentest workflows to discover and exploit AI-specific threats.
blockchain-security
Smart contract security testing and blockchain CTF exploitation. Covers Solidity vulnerability analysis, EVM storage manipulation, delegatecall attacks, CREATE/CREATE2 address prediction, and common DeFi exploit patterns. Use when analyzing Solidity contracts, solving blockchain challenges, or testing smart contract security.
bounty-api
Use when bug-bountying an API target — REST, GraphQL, gRPC, WebSocket. Covers OWASP API Top 10 (BOLA, BFLA, mass assignment, rate limiting bypass, JWT issues, GraphQL abuse). Triggers on "bounty api", "graphql security", "rest api testing", "api top 10".
bounty-mobile
Use when bug-bountying an Android (APK) or iOS (IPA) app. Covers static + dynamic analysis, Frida hooking, certificate pinning bypass, deep link / intent abuse, IPC, secrets in bundles. Triggers on "bounty mobile", "android app", "ios app", "apk analysis", "frida".
bounty-recon
Use at the start of a bug bounty engagement. Provides scope-aware recon methodology — passive enumeration, subdomain discovery, asset attribution, tech stack fingerprinting, content discovery. Respects scope and program rules. Triggers on "bounty recon", "subdomain enum", "attack surface map", "h1 recon", "bug bounty start".
bounty-web
Use during the testing phase of a web application bug bounty. Provides OWASP-aligned attack catalog, payload sources, and tool ordering for SQLi, XSS, SSRF, SSTI, IDOR, auth, race conditions, file upload, deserialization. Triggers on "bounty web", "test this app", "web app testing", "h1 web target".
constant-time-analysis
Detects timing side-channel vulnerabilities in cryptographic code. Use when implementing or reviewing crypto code, encountering division on secrets, secret-dependent branches, or constant-time programming questions in C, C++, Go, Rust, Swift, Java, Kotlin, C#, PHP, JavaScript, TypeScript, Python, or Ruby.
ctf-crypto
Use when solving a CTF cryptography challenge — RSA, AES, classical ciphers, ECC, hash crypto, PRNGs, or unknown ciphertext. Provides a decision tree, attack catalog, and tool ordering specific to this installer's crypto module. Triggers on "ctf crypto", "rsa challenge", "aes ctr", "decrypt", "crypto category".
ctf-forensics
Use when solving CTF forensics challenges — disk images, memory dumps, PCAPs, log analysis, file carving, deleted file recovery, NTFS/ext4 artifacts. Triggers on "ctf forensics", "memory dump", "pcap analysis", "disk image", "file carving", "log forensics".
ctf-pwn
Use when solving binary exploitation / pwn CTF challenges — buffer overflows, ROP, format strings, heap, kernel pwn. Provides a decision tree, exploit primitive catalog, and uses pwntools via the run_script(venv="pwntools") MCP path. Triggers on "ctf pwn", "binary exploit", "rop", "buffer overflow", "format string", "heap challenge".
ctf-rev
Use when solving a CTF reverse engineering challenge — stripped binaries, packed binaries, anti-debug, custom VMs, .NET/Java decomp, Android dex, obfuscated JS, ELF/PE/Mach-O analysis. Provides workflow and tool ordering from the reversing module. Triggers on "ctf rev", "reversing", "reverse engineer", "decompile", "stripped binary".
ctf-stego
Use when solving steganography CTF challenges — hidden data in images (PNG/JPG/BMP), audio (WAV/MP3), video, or text. Triggers on "ctf stego", "steganography", "hidden in image", "audio stego", "lsb".
ctf-web
Use when solving a CTF web challenge — SQLi, XSS, SSRF, SSTI, IDOR, auth bypass, file upload, deserialization, prototype pollution, race conditions, JWT attacks. Provides a decision tree and tool stack from this installer's web module. Triggers on "ctf web", "web challenge", "sqli", "xss", "ssti", "ssrf", "jwt".
cve-poc-generator
CVE research, standalone PoC script and report generation. Given a CVE ID, researches NVD and advisories, generates a safe Python PoC, and writes a detailed vulnerability report.
dfir
Digital forensics and incident response - Windows event log analysis, PCAP forensics, filesystem artifact analysis, AD attack detection, and timeline correlation. Use when investigating security incidents, analyzing Sherlocks, or performing threat hunting on provided evidence files.
notify-user
Send progress, completion, and option-prompt messages to the paired user via this agent's Telegram bot. Use whenever work takes more than a few seconds, when blocking on a user decision, or when presenting choices. Never go silent for more than ~30s on a long-running task.
tool-design-mcp
Design tools for agents — function/tool definitions, MCP (Model Context Protocol) servers, tool routing when there are many tools, structured outputs, and the rules of thumb that prevent tool selection failures. Use whenever the user is adding tools/functions to an agent, integrating external systems, building or consuming MCP servers, hitting "the agent picks the wrong tool" failures, designing function signatures, choosing between MCP and direct function calling, or wondering how many tools is too many.
search-lit
Literature search and citation management for medical research. Searches PubMed, Semantic Scholar, and bioRxiv/medRxiv with verified citations. Anti-hallucination — every reference verified via API before inclusion. Generates BibTeX entries.
setup-medsci
Diagnostic checklist for the MedSci Skills runtime. Verifies Python, R, Node, Claude Code, Git, Zotero, and configured MCP servers, and prints a pass/fail table with links to the right setup doc for any missing component. Read-only — does not install anything.
aql-authoring
This skill should be used when the user asks to "write an AQL query", "optimize an AQL query", "review AQL", or "query openEHR data" — the multi-step authoring/optimization workflow for AQL (Archetype Query Language) over openEHR clinical data. For a one-off explanation of an existing query or a single AQL keyword/operator (no authoring), the `/openehr-explain` command suffices.
aql-query
This skill should be used when the user asks to "write an AQL query", "explain an AQL query", "optimize an AQL query", "review AQL", or "query openEHR data". Covers writing, explaining, and optimizing AQL (Archetype Query Language) queries for openEHR clinical data repositories. For a quick one-shot explain/design of a single query, the `/aql-designer` command is the lighter entry point; this skill drives the multi-step authoring and optimization workflow.
archetype-authoring
This skill should be used when the user asks to "create", "edit", "specialize", "review / remediate", "write the rationale for", or "translate / localise" an openEHR archetype, or to import a CKM archetype into the workspace for reuse. It covers the full author → review (lint → fix → re-lint) → rationale → translate lifecycle. To merely explain an existing archetype with no edits, use `/openehr-explain` instead.
archetype-lint
This skill should be used when the user asks to "lint an archetype", "validate an archetype", "check archetype compliance", "review archetype quality", or "run archetype rules". Applies 22 normative lint rules with ERROR/WARNING/INFO severity. Supports STRICT and PERMISSIVE modes. Reports violations only — it does not modify files; to lint *and* remediate, use the `archetype-authoring` skill. Auto-invoked on lint/validate intent, and also directly invocable as `/archetype-lint <file or id> [strict]`.
composition-builder
This skill should be used when the user asks to "build a composition", "create a composition", "validate a composition", "convert a composition", or "generate FLAT/STRUCTURED/CANONICAL format". Covers building openEHR compositions in all simplified formats and guiding their validation and format conversion (against a target template; there is no automated validator/converter tool). Also handles quick format explanations and single-payload sketches directly.
demographic-modeling
This skill should be used when the user asks to "design a demographic model", "model a person/organisation/role", "design party relationships", "plan identity structures", or "work with demographic archetypes". Covers designing openEHR demographic models using the PARTY hierarchy, roles, capabilities, relationships, and identity patterns. For clinical EHR archetypes (OBSERVATION/EVALUATION/etc.) use `archetype-authoring`; this skill owns the demographic PARTY model.
openehr-assistant
This skill should be used when the user mentions openEHR concepts (archetypes, templates, AQL, ADL, CKM, RM types, compositions, OPT, terminology bindings, clinical modeling) outside of a specific command context. Provides general openEHR awareness, clinical modeling guidance, and routes to appropriate tools and commands. Not for focused tasks owned by a dedicated skill — archetype authoring/linting, template authoring, composition building, AQL, or demographic modeling — route those to the matching skill; this skill is the awareness and routing layer.
template-authoring
This skill should be used when the user asks to "create a template", "design a template", "constrain archetypes into a template", "review a template", or "work with OET/OPT files". Covers creating openEHR templates, constraining archetypes, reviewing designs, and OET/OPT authoring. Use `/ckm-search` to find existing CKM templates and `/openehr-explain` to explain one; this skill is for authoring and constraining new OET designs.
qmd
Search personal knowledge bases, notes, docs, and meeting transcripts locally using qmd — a hybrid retrieval engine with BM25, vector search, and LLM reranking. Supports CLI and MCP integration.
ccc-cheatsheet
CC Commander interactive discovery tool. Renders a live flow diagram of every /ccc-* workflow by reading the plugin directly as single source of truth. Use when the…
ccc-connect
Opt-in MCP connector setup — click-connect Notion, Slack, GitHub, Supabase, Figma, Linear, Vercel, Neon, Fly.io, Upstash, Sentry, Stripe, Browserbase, Postgres,…
ccc-hermes
Bridge Claude Code to OpenClaw Hermes Gateway (port 18789). Hermes channels become CC triggers; CC skills become Hermes-callable. Optional.
matlab-debugging
Diagnose MATLAB errors and unexpected behavior. Breakpoints, workspace inspection, try-catch diagnostics, and common error patterns. Use when debugging functions, tracing errors, inspecting variables, or diagnosing runtime failures.
matlab-review-code
Review MATLAB code for quality, performance, maintainability, and adherence to MathWorks coding standards. Uses check_matlab_code and matlab_coding_guidelines. Use when reviewing code, checking style, finding code smells, assessing quality, or preparing code for handoff or publication.
hubspot_automation
Automate HubSpot CRM operations (contacts, companies, deals, tickets, properties) via Rube MCP using Composio integration.
mcp-driver
Runtime debugging and live project inspection via godot-mcp. Use when headless tools cannot diagnose the problem: code compiles but runtime behavior is wrong, tests pass but the game does not work as expected, or you need to inspect live state (node tree, console output, rendering). Escalation trigger: a task has failed 2+ times through the headless path (headless-build, gdunit-driver), or the issue is inherently runtime-only (visual glitches, input not responding, physics behaving unexpectedly at runtime). DO NOT use for: syntax/compile errors (use headless-build), unit test failures (use gdunit-driver), API lookups (use godot-api). Requires: godot-mcp MCP server registered as "godot" (@coding-solo/godot-mcp).
arxiv-search
Single-machine academic paper search and PDF handling for any research field. Searches arXiv and Semantic Scholar without an API key, with DuckDuckGo as a web fallback, and extracts/downloads PDFs locally. MCP servers (arxiv-mcp-server, Ai2 Asta) are used when available. Use for quick, focused lookups in any discipline; for a broad multi-database sweep use scholar-megasearch instead.
business-model
Business model analysis, revenue model classification, customer concentration, unit economics extraction, business model canvas, monetization strategy, customer acquisition cost, lifetime value, recurring revenue analysis, platform vs linear business model
competitive-positioning
Competitive positioning, strategic group mapping, differentiation analysis, competitive advantage assessment, market positioning map, value chain positioning, brand positioning, cost leadership vs differentiation, niche strategy analysis, disruptive positioning
operational-kpi
Operational KPI tracking, headcount trends, utilization rates, backlog analysis, book-to-bill ratio, operational efficiency metrics, capacity utilization, productivity metrics, operational leverage, same-store sales
peer-bench
Peer benchmarking, multi-ticker financial comparison, growth value matrix, composite z-score ranking, industry peer comparison, competitive benchmarking, sector relative performance, peer group analysis, industry leader comparison, financial ratio benchmarking
pitch-deck
Investment pitch deck, investment committee presentation, buy-side pitch, sell-side pitch, investment thesis slides, executive summary presentation, financial presentation, board deck, investor presentation, strategy deck
sector-overview
Sector overview, TAM estimation, competitive concentration HHI, regulatory landscape, industry analysis, market size analysis, sector trends, industry structure, market growth rate, sector profitability
supply-chain
Supply chain mapping, supplier dependency analysis, customer concentration, geographic concentration, bottleneck identification, supply chain risk, logistics network, sourcing strategy, inventory management, vertical integration analysis
unit-economics
Unit economics analysis, CAC LTV estimation, churn inference, gross margin per unit, customer economics, subscription economics, per-unit profitability, contribution margin, payback period, cohort economics
what-if
What-if scenario analysis, scenario tree construction, base bull bear case, sensitivity to macro variables, revenue scenario modeling, cost scenario analysis, margin impact scenarios, interest rate sensitivity, currency impact scenarios, commodity price scenarios
confluence-best-practices
Advise on USING Confluence well, not operating it: make the structural call — is this a space, a page, or a child page? — diagnose why a wiki is a dread (can't find anything, content rots, duplicates, hidden by permissions, unreadable), and recommend the lean fix. Built FIRST for an agent that ACTS on Confluence (creates/organises/governs content via REST/CQL or an MCP server) and SECOND for helping humans author readable pages. Self-hosted Server/Data Center first (storage format NOT ADF; no native page archive; REST v1), but works for Cloud too. Adapt to the org's own space conventions and working language; never auto-translate content. Covers ALL content types — knowledge base, docs, intranet, meeting notes, runbooks, decision records.
jira-best-practices
Advise on USING Jira well, not operating it: make the structural call — is this an epic, a story, a task, or a sub-task? — and diagnose why a Jira is a dread, then recommend the lean fix. Adapt to the organisation's OWN hierarchy names, conventions, and working language instead of imposing a methodology. Self-hosted-first: Jira Data Center 10.3/11.x (no Cloud AI; dual Epic Link + Parent Link). Built for an agent that ACTS on Jira through the jira-cli tool or the mcp-atlassian MCP server while advising the user; Jira web-UI and admin-schema guidance is secondary. Covers ALL project types — software AND non-software (operations, engineering, services, business).
jira-confluence-mcp
Install, configure, secure, and troubleshoot the mcp-atlassian MCP server (sooperset/mcp-atlassian) that connects an agent to Jira/Confluence — including AIR-GAPPED setup (mirror the prebuilt image by digest; no PyPI/git mirror) and internal-CA / TLS handling (mount the CA vs JIRA_SSL_VERIFY=false). Self-hosted Data Center first: the #1 gotcha is DC uses JIRA_PERSONAL_TOKEN (a PAT), NOT the Cloud username+API-token pattern. Covers `claude mcp add`, the env-var catalog, hardening (READ_ONLY_MODE, TOOLSETS/ENABLED_TOOLS, project filters, the v0.22 default-toolset change), Cloud-vs-DC tool/format divergence, and 401/403/field/rate-limit/SSL fixes. NOT a catalogue of the 72 tools — those self-document at runtime; this is the setup/ops knowledge invisible at call time.
prometheus-mimir-grafana
Query Prometheus and Grafana Mimir, write and debug PromQL, and build or fix Grafana dashboards — for agents solving problems from metrics. Covers the Prometheus HTTP API (`/api/v1/query`, `query_range`, `series`, `labels`, `metadata`), Mimir multi-tenancy (`X-Scope-OrgID`, federation `a|b|c`, per-tenant 422/429 limits), the PromQL surface (selectors, rate family, classic + native histograms, `histogram_quantile`, vector matching `on()`/`group_left`, recording rules), Grafana dashboard JSON (panels, targets, variables + interpolation specifiers, legacy `/api/dashboards/db` vs Grafana-12 `/apis/dashboard.grafana.app/v1beta1/…`), KPI frameworks (RED, USE, Golden Signals, SLO burn-rate), connection recipes, MCP servers vs curl, and the PromQL trap list.
build-diagnostics
When given a blocker:
tournament-manager
Tournament manager — creates leagues, tournaments, brackets, schedules, and enters results via the EasyChamp MCP.
openai-docs
Use official OpenAI docs.
cron-jobs
Vercel Cron Jobs configuration and best practices. Use when adding, editing, or debugging scheduled tasks in vercel.json.
sign-in-with-vercel
Sign in with Vercel guidance — OAuth 2.0/OIDC identity provider for user authentication via Vercel accounts. Use when implementing user login with Vercel as the identity provider.
vercel-agent
Vercel Agent guidance — AI-powered code review, incident investigation, and SDK installation. Automates PR analysis and anomaly debugging. Use when configuring or understanding Vercel's AI development tools.
comment-checker
Use when Codex needs to understand or respond to automatic comment-checker feedback emitted after an edit-like PostToolUse hook.
harden
Run the toolkit's security commands in order to surface secrets, MCP supply-chain issues, install drift, release provenance gaps, and untrusted-code risks before shipping. Use before opening a PR, after adding a dependency, or whenever the security posture needs a fresh check.
alcove
HTTP API-based documentation server (always running). Questions about project architecture, conventions, decisions, code structure, tech debt, env config, progress, or doc health. Also: init project, audit docs, lint, validate, promote note, rebuild index, search vaults.
chat-participant-patterns
VS Code Chat API patterns.
build
Build Solana applications with Helius infrastructure. Covers transaction sending (Sender), asset/NFT queries (DAS API), real-time streaming (WebSockets, Laserstream), event pipelines (webhooks), priority fees, wallet analysis, and agent onboarding.
dflow
Build Solana trading applications combining DFlow trading APIs with Helius infrastructure. Covers spot swaps (imperative and declarative), prediction markets, real-time market streaming, Proof KYC, the DFlow Agent CLI for autonomous trading, transaction submission via Sender, fee optimization, shred-level streaming via LaserStream, and wallet intelligence.
helius
Build Solana applications with Helius infrastructure. Covers transaction sending (Sender), asset/NFT queries (DAS API), real-time streaming (WebSockets, Laserstream), event pipelines (webhooks), priority fees, wallet analysis, and agent onboarding.
helius-dflow
Build Solana trading applications combining DFlow trading APIs with Helius infrastructure. Covers spot swaps (imperative and declarative), prediction markets, real-time market streaming, Proof KYC, the DFlow Agent CLI for autonomous trading, transaction submission via Sender, fee optimization, shred-level streaming via LaserStream, and wallet intelligence.
helius-jupiter
Build Solana DeFi applications combining Jupiter APIs with Helius infrastructure. Covers token swaps (Swap API V2), lending/borrowing (Lend protocol), limit orders (Trigger), DCA (Recurring), token/price data, transaction submission via Sender, fee optimization, real-time streaming, and wallet intelligence.
helius-okx
Build Solana trading and intelligence applications combining OKX DEX aggregation with Helius infrastructure. Integration-only layer — describes when and how to compose OKX tools with Helius tools for swaps, token discovery, smart money signals, meme token analysis, and portfolio intelligence.
helius-phantom
Build frontend Solana applications with Phantom Connect SDK and Helius infrastructure. Covers React, React Native, and browser SDK integration, transaction signing via Helius Sender, API key proxying, token gating, NFT minting, crypto payments, real-time updates, and secure frontend architecture.
jupiter
Build Solana DeFi applications combining Jupiter APIs with Helius infrastructure. Covers token swaps (Swap API V2), lending/borrowing (Lend protocol), limit orders (Trigger), DCA (Recurring), token/price data, transaction submission via Sender, fee optimization, real-time streaming, and wallet intelligence.
okx
Build Solana trading and intelligence applications combining OKX DEX aggregation with Helius infrastructure. Integration-only layer — describes when and how to compose OKX tools with Helius tools for swaps, token discovery, smart money signals, meme token analysis, and portfolio intelligence.
phantom
Build frontend Solana applications with Phantom Connect SDK and Helius infrastructure. Covers React, React Native, and browser SDK integration, transaction signing via Helius Sender, API key proxying, token gating, NFT minting, crypto payments, real-time updates, and secure frontend architecture.
svm
Explore Solana's architecture and protocol internals. Covers the SVM execution engine, account model, consensus, transactions, validator economics, data layer, development tooling, and token extensions using the Helius blog, SIMDs, and Agave/Firedancer source code.
skill-router
Route non-trivial Codex tasks to the right local execution lane and capability set. Use when Codex needs to decide between direct execution, a local skill, an enabled plugin, or an MCP/tool surface; when the user asks which skill or workflow to use; when you want to inspect the local Codex inventory; or when a task needs a compact lane + capability + verification recommendation before work begins.
schwab-marketdata-ops
Use when the user wants to call Schwab Market Data Production via the schwab-marketdata-mcp server, troubleshoot OAuth or 7-day refresh-token expiry, recover from 401/429/5xx errors, or look up the exact input/output schema for any of the 13 market-data tools (quotes×2, price_history, option_chain×2, market_hours×2, movers, search_instruments, get_instrument_by_cusip, health_check, get_server_info, get_streaming_snapshot). Use this skill instead of schwab-marketdata-workflows when the request is about a single MCP tool call or troubleshooting (not a multi-step playbook). Triggers on "Schwab quote", "Schwab price history", "Schwab option chain", "Schwab token expired", "reauthorize Schwab", "Schwab API 报错". 对于以上场景使用本 skill；面向用户的所有回答必须使用简体中文。
schwab-marketdata-ops-en
Use when the user wants to call Schwab Market Data Production via the schwab-marketdata-mcp server, troubleshoot OAuth or 7-day refresh-token expiry, recover from 401/429/5xx errors, or look up the exact input/output schema for any of the 12 market-data tools (quotes×2, price_history, option_chain×2, market_hours×2, movers, search_instruments, get_instrument_by_cusip, health_check, get_server_info). Use this skill instead of schwab-marketdata-workflows-en when the request is about a single MCP tool call or troubleshooting (not a multi-step playbook). Triggers on "Schwab quote", "Schwab price history", "Schwab option chain", "Schwab token expired", "reauthorize Schwab", "Schwab API error". For these scenarios use this skill; always respond to the user in English.
schwab-marketdata-workflows
Use when the user asks to refresh summary.md, voo-qqq-tracker.md, watchlist.md, or run a shakeout-model snapshot, monthly watchlist scan, shakeout-analysis-v2 (8-signal scan with DuckDB-cached candles), or option-chain research routine that depends on Schwab Market Data. Provides end-to-end playbooks that orchestrate multiple schwab-marketdata-mcp tools and write results back to project markdown files in the kevinkda/stock-personal repo. Use this skill instead of schwab-marketdata-ops when the task spans multiple tool calls and writes to markdown. Triggers on "update summary.md", "refresh watchlist", "shakeout snapshot", "shakeout v2", "8-signal scan", "VOO/QQQ tracker update", "刷新 summary", "更新 watchlist", "shakeout 周报". 对于以上场景使用本 skill；面向用户的所有回答必须使用简体中文。
schwab-marketdata-workflows-en
Use when the user asks to refresh summary.md, voo-qqq-tracker.md, watchlist.md, or run a shakeout-model snapshot, monthly watchlist scan, shakeout-analysis-v2 (8-signal scan with DuckDB-cached candles), or option-chain research routine that depends on Schwab Market Data. Provides end-to-end playbooks that orchestrate multiple schwab-marketdata-mcp tools and write results back to project markdown files in the kevinkda/stock-personal repo. Use this skill instead of schwab-marketdata-ops-en when the task spans multiple tool calls and writes to markdown. Triggers on "update summary.md", "refresh watchlist", "shakeout snapshot", "shakeout v2", "8-signal scan", "VOO/QQQ tracker update", "refresh summary", "update watchlist", "shakeout weekly report". For these scenarios use this skill; always respond to the user in English.
compare
Structured comparison of 2+ alternatives with consistent criteria and decision matrix
fact-check
Verify a claim using adversarial search — find both supporting AND contradicting evidence
lock-project-stack
Detect a project's manifest (pyproject.toml / package.json / go.mod / Cargo.toml), pin its library set into wet-mcp's Cabinets project_context, then route subsequent docs queries to the locked versions automatically.
research-topic
Multi-step research orchestration. Use when user asks "research X", "summarize current state of Y", "what's the latest on Z", or compares approaches. Calls extract(action="agent") which searches the web, extracts top results, then synthesises a citation-preserving Markdown answer with one configured LLM.
triage
Triage open herdr GitHub issues into a concise decision-first Markdown table. Use when the user says "triage", asks to triage open issues, asks which issues need attention, or wants issue priority/recommendation lights for herdr.
ai-engineer
AI/LLM Application Engineer (/ai) — builds LLM-powered product features: RAG, agentic workflows, prompt engineering, tool use, structured output, evals, and guardrails. Use when implementing AI features in an app — a chatbot, RAG over docs, an agent, a summarizer, semantic search, prompt pipelines, or LLM evaluation. Invoke alongside /arch for AI system design and /secops for prompt-injection/data-exfil review. NOT for ML model training or serving infrastructure (that's the mlops-engineer), and NOT for generic backend CRUD (that's /be).
search-tools
Search Tool Hierarchy
drawio-architecture
Create professional architecture diagrams, flowcharts, and system diagrams using draw.io MCP tools. Use this skill when the user asks to create architecture diagrams, system designs, data flow diagrams, UML diagrams, or any visual technical documentation. Export diagrams as editable .drawio files that can be opened in browser or draw.io desktop app.
memory-documentary
Generate evidence-based documentary reports by searching across all 4 memory systems (Claude-Mem, Forgetful, Serena, DeepWiki), .agents/ artifacts, and GitHub issues. Produces investigative journalism-style analysis with full citation chains. Use when you ask for an "evidence-based report", "investigate across all memory systems", "what happened with X over time". Do NOT use for a single semantic recall (use memory) or for citation hygiene (use memory-enhancement).
figma
Figma-to-code workflow using MCP tools. Fetches design context, screenshots, variables, and Code Connect mappings before implementation.
playwright
Playwright MCP browser automation workflow. Snapshot-first approach for page interaction, visual verification, form filling, and debugging.
hugging-face-jobs
This skill should be used when users want to run any workload on Hugging Face Jobs infrastructure. Covers UV scripts, Docker-based jobs, hardware selection, cost estimation, authentication with tokens, secrets management, timeout configuration, and result persistence. Designed for general-purpose compute workloads including data processing, inference, experiments, batch jobs, and any Python-based tasks. Should be invoked for tasks involving cloud compute, GPU workloads, or when users mention running jobs on Hugging Face infrastructure without local setup.
claude-code-proxy-patterns
Claude Code OAuth proxy patterns and anti-patterns for multi-provider model routing.
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
xcodebuildmcp
Build/test Xcode projects via the XcodeBuildMCP MCP server using a local CLI wrapper for pi (no MCP support). Use when the user mentions Xcode, xcodebuild, iOS builds/tests, or XcodeBuildMCP.
seo-llmo
Use this skill whenever the user is building, reviewing, or preparing to launch any public-facing website or web app. SEO, LLMO, and agent-readiness are baseline requirements for every public site, not optional add-ons. Covers meta tags, Open Graph, JSON-LD structured data (including SoftwareApplication and Product types), robots.txt (including the Content-Signal directive), sitemap.xml, llms.txt (including agent instruction block and MCP declaration), AI crawler access (GPTBot, ClaudeBot, PerplexityBot), Markdown content negotiation for agents, Link response headers, Agent Skills index, A2A Agent Card, MCP server discovery, agent.json, pricing.md, and the "explicit absence beats silence" principle for agent-facing files. Trigger for marketing sites, landing pages, blogs, docs, and e-commerce stores; before any "launch" or "go live"; during pre-launch checklists; when the user mentions isitagentready.com, ora.run, agent-readiness, A2A, MCP discovery, Cloudflare Markdown for Agents, or wants AI agents (ChatGPT
gemini-mcp
Use Google Gemini for image generation, text chat, file analysis, URL/YouTube analysis, and multi-turn conversations via MCP. Triggers on requests to generate images with Gemini, chat with Gemini, analyze files/URLs/videos with Gemini, use Gemini models, or when user asks to create/edit images and needs prompting guidance. Do NOT use for DALL-E, Midjourney, Stable Diffusion, or OpenAI image generation.
competitive-market-analysis
Use when performing competitive analysis, market entry assessment, moat evaluation, positioning strategy, build/buy/partner decisions, or responding to a competitor move. Encodes 7 Powers, Aggregation Theory, Christensen Disruption, JTBD, Wardley Mapping, and evidence-tier standards. Produces a Competitive War Map artifact.
discovery-research
Use when synthesizing user research, analyzing interview data, conducting discovery sprints, evaluating evidence quality across sources, or building research-backed feature hypotheses
executive-writing
Use when writing for executives — board memos, strategy one-pagers, decision briefs, exec review documents, investment memos, or any artifact that must be read and acted on by VPs, C-suite, or board members. Encodes Minto Pyramid, audience calibration by executive role, decision architecture, and zero-jargon compression. Produces executive-ready documents, not summaries.
go-to-market-strategy
Use when planning a product launch, market entry, or GTM strategy — segment selection, channel strategy, launch sequencing, pricing validation, competitive positioning, or launch readiness assessment. Encodes wedge identification, channel unit economics, launch gating, and failure criteria. Produces a GTM strategy document, not a launch checklist.
metric-design-experimentation
Use when designing a metric framework, selecting a North Star metric, building a metric decomposition tree, designing A/B experiments, setting up retention cohort analysis, or diagnosing whether a metric is being gamed. Encodes NSM rubrics, Goodhart's Law countermeasures, statistical validity for PMs, and retention curve methodology.
multi-channel-publishing
Use when repurposing long-form content into channel-specific formats — LinkedIn posts, conference abstracts, podcast briefs, newsletter summaries, tweet threads, or spoken scripts. Encodes compression methodology, channel format rules, evidence density calibration, and audience adaptation. Produces channel-ready derivatives, not summaries.
narrative-building
Use when building product positioning, crafting strategy narratives, preparing stakeholder pitches, writing launch narratives, or constructing the 'why now' story for a product or initiative. Encodes Narrative Arc Construction, April Dunford-inspired Positioning, Why Now analysis, Audience Adaptation, Evidence-Narrative Integration, Objection Anticipation, Competitive Narrative Analysis, and Narrative Testing. Produces a Strategic Narrative Document.
pricing-packaging
Use when designing pricing strategy, packaging tiers, monetization models, or evaluating pricing changes — pricing model selection, willingness-to-pay analysis, competitive pricing maps, package architecture, freemium conversion, usage-based pricing design, or price change impact assessment.
problem-framing
Use when decomposing a vague problem into a structured problem statement, identifying who has the problem and why it matters, sizing the opportunity, mapping constraints, prioritizing across multiple problems, or producing a Problem Definition Document that feeds into Discovery, Competitive Analysis, or Spec Writing. Encodes Problem Definition Canvas, 5 Whys Root Cause, JTBD Problem Framing, Opportunity Sizing, Problem-Solution Fit Assessment, Constraint Mapping, Stakeholder Impact Matrix, and ICE/RICE Prioritization.
product-strategy
Use when building product strategy, roadmaps, or strategic plans — vision articulation, strategic bet definition, roadmap sequencing, resource allocation, portfolio planning, or quarterly/annual planning. Encodes bet-sizing, option-value sequencing, strategic tension surfacing, and explicit deprioritization. Produces a strategy document, not a feature backlog.
specification-writing
Use when writing a product spec, feature spec, API contract, agent task spec, or any other specification where a zero-question document is required. Encodes outcome-first methodology, acceptance criteria taxonomy, scope boundary protocol, executor context model, and ambiguity resolution framework.
stakeholder-alignment
Use when navigating organizational alignment — stakeholder mapping, influence analysis, coalition building, decision archaeology, cross-functional alignment, executive buy-in, or any situation where the path to a decision runs through multiple people with different interests. Produces a stakeholder alignment strategy, not a RACI matrix.
nyxid
Brokers credentials for downstream services (OpenAI, Anthropic, GitHub, Lark, custom APIs, SSH, MCP) so the agent never sees raw API keys or OAuth tokens. Use whenever the user asks to call, proxy, or authenticate against a third-party API/service, mentions NyxID, asks to "connect", "add a service", "set up an API key", manage credentials/nodes/MCP, send messages through bot platforms, or wire up SSH access. Operate exclusively through the `nyxid` CLI.
release-notes
Build human-readable release notes from a range of commits or merged PRs
chrome-troubleshooter
Diagnose and fix Claude Chrome extension connectivity issues. Use when browser automation tools fail with "extension not connected" or similar errors.
local-review
Review local branch changes vs develop before creating an MR. Launches 4 independent sub-agents for objective code review. Posts no comments — outputs findings to console.
setup
Initial workspace setup — configures modules and verification profiles based on user selections from the admin panel
telegram
Install, repair, and manage the multi-session Telegram channel server that allows switching between Claude Code sessions from Telegram
telegram-multi-session
Install, repair, and manage the multi-session Telegram channel server that allows switching between Claude Code sessions from Telegram
slowmist-security-cc
SlowMist AI Agent Security Review — comprehensive security framework for skills, repositories, URLs, on-chain addresses, and products (Claude Code version)
mcp-protocol
MCP（Model Context Protocol）协议认知 — 蒙多的工具扩展之道
forget
Delete memory entries from Locus matching a search query. Use when the user says "forget this", "delete memory", or "remove that decision".
memory-purge
Delete ALL Locus memory for the current project. This is destructive and irreversible.
memstem-search
Search MemStem — the unified memory index across all AI agents (Ari, Claude Code, future agents). Use for any retrieval-style question: past decisions, project status, skills lookup, prior work, 'what did we decide about X', 'do we have a skill for Y', 'what did the other agent do yesterday'. This skill owns the full priority ladder (MCP → HTTP → CLI → grep) so callers do not need to remember the order.
mxorchestrate
Persistent session orchestrator for mxLore. This skill should be used when the user says "park", "resume", "what's my workflow status", "/mxOrchestrate start/track/park/resume/status/suggest", "start a new feature/bugfix workflow", "track this as ad-hoc", "spawn a team agent", or when a session begins and workflow state must be loaded. Always-on via SessionStart/UserPromptSubmit hooks. Manages workflow stack (LIFO), ad-hoc tasks, team agents, and skill chains.
mxsave
Use when the user says "save state", "/mxSave", "session end", "before /compact", "wrap up", or otherwise wants to persist the current mx-project state (clean settings, update CLAUDE.md + docs/status.md, create session notes in MCP-DB, sync orchestrate-state deltas, emit clear-cycle tip). Loop-capable. Fires at natural session-end boundaries.
mxsetup
This skill should be used when a developer sets up mxLore on a new PC, runs a fresh Claude Code install, updates the global mx-rules block in ~/.claude/CLAUDE.md, refreshes skills/hooks from GitHub, or reinstalls the mxMCPProxy. Triggers "neuer PC", "fresh install", "onboard me", "/mxSetup", "update mx-rules", "mx-rules block veraltet", "reinstall proxy", "skills aktualisieren".
openai-docs
Use when the user asks how to build with OpenAI products or APIs, asks about Codex itself or choosing Codex surfaces, needs up-to-date official documentation with citations, help choosing the latest model for a use case, or model upgrade and prompt-upgrade guidance; use OpenAI docs MCP tools for non-Codex docs questions, use the Codex manual helper first for broad Codex self-knowledge, and restrict fallback browsing to official OpenAI domains.
cluster-creator
End-to-end OpenShift cluster creation using Red Hat Assisted Installer. Handles Single-Node OpenShift (SNO) and HA multi-node clusters on baremetal, vsphere, oci, nutanix. Use when: - "Create a new OpenShift cluster" - "Install OpenShift on my servers" - "Set up a single-node cluster for edge deployment" - "Deploy a production HA cluster" Complete workflow: cluster definition, ISO generation, host discovery/validation, role assignment, network configuration (VIPs, static networking), installation monitoring, credential retrieval. NOT for: - Listing existing clusters → Use `/cluster-inventory` skill - Modifying running clusters → Out of scope (Day-2 operations require direct cluster access) - Cluster upgrades (not yet supported)
agent-memory
ALWAYS activate this skill at the start of EVERY conversation in Claude Desktop, regardless of topic. Before your first response, call user_search to load personal context about the user. Before each reply, call user_remember to save any durable facts learned. Covers everyday life: health, food, travel, relationships, habits, goals, values, and communication style.
prism-scanner
Security scanner for AI Agent skills, plugins, and MCP servers. Use when: user asks to scan a skill, check if a plugin is safe, vet an MCP server, review skill security, detect malicious code, supply chain safety, or says 'is this safe to install', 'scan this skill', 'check this MCP server', 'security scan', 'vetting', 'skill safety', 'prism scan', '安全扫描', '这个插件安全吗', '扫描一下', '检查安全性', '安装前检查', '技能审查'.
timeln-find
Trigger on "search my memory", "look up in my memory", "recall from my notes", "second brain", "thinking partner", "what should I learn today", "connect my ideas", "show my knowledge gaps", "build a knowledge graph", "what's in my brain", or any question prefixed with "based on my past data" / "from my knowledge graph". Use for open-ended search, synthesis, and exploration over the user's Timeln memory. NOT for quick mid-call recall (use timeln-quickly), past decisions (use timeln-decided), or weekly planning (use timeln-plan).
router
Route Claude Code file-ops tools through a JetBrains IDE MCP server (WebStorm, Rider, IntelliJ IDEA). IDE reads reflect the editor's in-memory buffer so unsaved edits are visible; searches are scoped by the project index (skip node_modules, build outputs, .gitignore'd paths); and get_file_problems returns IDE inspection results without a cold language-server start.
airtable
Airtable REST API via curl. Records CRUD, filters, upserts.
steering-vault-ops
Vault operations pattern library — file I/O tool mapping, task query patterns (grep-based), frontmatter parsing, backlink/tag queries, template creation, vault path conventions, file safety checks
tsa-landing
Land in a new (or familiar) codebase using the tree-sitter-analyzer MCP server. One workflow → 6 decision surfaces (project_card / entry_points / recent_signals / health / top_files / agent_next_step) → ≤2k tokens, ≤3 MCP calls. Use when: - First time entering an unfamiliar repository - Returning to a repo after >1 week - User asks "what is this project?" / "where do I start?" Workflow: parallel-fan-out 3-4 MCP tools, fold output, return decision_surface. Replaces the typical 15k-token bootstrap (read README + ls -R + git log + AGENTS).
atxp
Access ATXP paid API tools for web search, AI image generation, music creation, video generation, and X/Twitter search. Use when users need real-time web search, AI-generated media (images, music, video), or X/Twitter search. Requires authentication via `npx atxp login`.
azure-cloud-migrate
Assess and migrate cross-cloud workloads to Azure. Generates assessment reports and converts code from AWS, GCP, or other providers to Azure services. WHEN: "migrate Lambda to Azure Functions", "migrate AWS to Azure", "Lambda migration assessment", "convert AWS serverless to Azure", "migration readiness report", "migrate from AWS", "migrate from GCP", "cross-cloud migration".
dotnet-backend-patterns
Master C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications. Covers async/await, dependency injection, Entity Framework Core, Dapper, configuration, caching, and testing with xUnit. Use when developing .NET backends, reviewing C# code, or designing API architectures.
mcp-builder
DEPRECATED: This skill has been replaced by `mcp-app-builder`. Check if `mcp-app-builder` is available in the skills folder. If not, install it: `npx skills install mcp-use/mcp-use --skill mcp-app-builder` Use `mcp-app-builder` instead of this skill. Build Model Context Protocol (MCP) servers with mcp-use framework. Use when creating MCP servers, defining tools/resources/prompts, working with mcp-use, bootstrapping MCP projects, or when user mentions MCP development, tools, resources, or prompts.
nextjs-devtools
Next.js development tooling via MCP. Inspect routes, components, build info, and debug Next.js apps. Use when working on Next.js applications, debugging routing, or inspecting app structure. NOT for general React or non-Next.js projects.
openai-docs-skill
Query the OpenAI developer documentation via the OpenAI Docs MCP server using CLI (curl/jq). Use whenever a task involves the OpenAI API (Responses, Chat Completions, Realtime, etc.), OpenAI SDKs, ChatGPT Apps SDK, Codex, MCP integrations, endpoint schemas, parameters, limits, or migrations and you need up-to-date official guidance.
planning-with-trello
Use when planning features, organizing sprints, or syncing work with Trello boards.
team-collaboration-standup-notes
You are an expert team communication specialist focused on async-first standup practices, AI-assisted note generation from commit history, and effective remote team coordination patterns.
unknown-skill
graphmind gives Claude Code persistent memory and structural code intelligence across all registered projects. Auto-triggers in any registered project directory. MANDATORY: query graphmind before using grep, find, or reading source files.
audit
检修。运行时探索 + 代码深审 + 漂移扫描，用户说"审查/检修/audit/review/扫描"时调用。
skill-creator
Create new skills or improve existing ones in this harness. Use when adding a new skill file, rewriting an unclear skill, or improving how a skill triggers.
langfuse
Debug AI agents and LLM applications via Langfuse MCP. Use when investigating traces, exceptions, slow generations, sessions, prompt versions, datasets, or evaluation sets. Triggers on "langfuse", "traces", "debug AI", "find exceptions", "what went wrong", "why is it slow", "datasets", "evaluation sets".
shaon
Personal attendance, payslip, salary, and related self-service tasks on the user's own Hilan account. Trigger on shaon, attendance, clock in/out, payslip, salary slip, work hours, תלוש, תלוש שכר, משכורת, דוח נוכחות, corrections log, forgot to clock in, forgot to report, or any request about the user's own Israeli employer self-service portal.
aer-statspai
Use when implementing or running the empirical analysis for an AER-track manuscript with StatsPAI — the agent-native unified Python engine and MCP server for causal inference and econometrics — as an alternative to hand-written Stata / R / Python template code. Covers DiD, IV, RDD, synthetic control, robustness, sensitivity, and publication-ready table export.
agent-browser
Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps, or automating any browser task. Triggers include requests to "open a website", "fill out a form", "click a button", "take a screenshot", "scrape data from a page", "test this web app", "login to a site", "automate browser actions", or any task requiring programmatic web interaction.
knowledge-update
Corrects outdated LLM knowledge about the Vercel platform and introduces new products. Injected at session start.
next-best-practices
Next.js best practices - file conventions, RSC boundaries, data patterns, async APIs, metadata, error handling, route handlers, image/font optimization, bundling
turborepo
Turborepo monorepo build system guidance. Triggers on: turbo.json, task pipelines, dependsOn, caching, remote cache, the "turbo" CLI, --filter, --affected, CI optimization, environment variables, internal packages, monorepo structure/best practices, and boundaries. Use when user: configures tasks/workflows/pipelines, creates packages, sets up monorepo, shares code between apps, runs changed/affected packages, debugs cache, or has apps/packages directories.
vercel-react-best-practices
React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements.
mezmo-automation
Automate Mezmo tasks via Rube MCP (Composio). Always search tools first for current schemas.
skyfire-automation
Automate Skyfire tasks via Rube MCP (Composio). Always search tools first for current schemas.
datarobot-agent-assist
Use when the user wants to design, build, code, simulate, or deploy an AI agent (not a predictive model) to DataRobot; mentions agent_spec.md, dr-assist, datarobot-agent-assist, dress rehearsal, or the DataRobot agent template; wants to scaffold a LangGraph, CrewAI, LlamaIndex, NAT, or Base agent targeting DataRobot; wants to add an MCP server, backend API, or React frontend to a DataRobot agent application; or uses the DataRobot CLI (dr) to build or deploy an agentic custom application. Covers the full workflow: agent design, agent_spec.md authoring, dress-rehearsal simulation via the DataRobot LLM Gateway, template-based coding, and deployment.
gbrain-ingest
Ingest meetings, articles, docs, and conversations into the brain. Updates existing pages with new info, creates pages for new entities, maintains cross-references.
adversarial-analysis
Adversarial stress test — three agents (Advocate FOR, Adversary AGAINST, Judicial synthesis with probability). Trigger when: user wants to stress-test a position, check weaknesses before filing, or requests adversarial review. Also option '4' in /legal menu. Do NOT trigger for: initial research (swiss-legal-research), strategy (swiss-legal-strategy), or drafting — this is a quality layer, not first-pass analysis.
data-protection-law
Swiss data protection — nDSG/FADP framework, GDPR adequacy, cantonal DP laws (IDG/KDSG/LIPAD), DSFA/DPIA, cross-border transfers. Trigger when: user asks about nDSG/GDPR compliance, DPAs, data transfers, DPIA, data subject rights, or references FDPIC/nDSG/FADP. Do NOT trigger for: fintech regulatory compliance (use compliance-frameworks), document analysis (swiss-document-analysis), or privilege routing (privacy-routing).
legal-5step-framework
End-to-end 5-step Swiss legal pipeline: (1) intake/fact extraction, (2) BGE/statute research, (3) strategy/risk assessment, (4) adversarial stress test, (5) verified document drafting. Trigger when: user asks for full analysis, 'run all steps', 'full pipeline', or 'end-to-end'. Do NOT trigger for: single-step tasks (use individual commands), citation-only work, or translation. Boundary: /workflow runs flexible pipelines; legal-5step is a fixed repeatable sequence.
legal-briefing
Proactively suggests or activates a structured briefing session before executing complex Swiss legal queries. Trigger whenever a query: spans multiple legal domains (corporate + tax, employment + social insurance, regulatory + M&A), is multi-jurisdictional (federal + cantonal, Swiss + German/EU), involves both analysis and a deliverable document, mentions financial exposure above CHF 100,000, uses open-ended or uncertain language ('handle', 'deal with', 'advise on', 'figure out', 'not sure how to', 'where do we even start', 'what are my options'), or requires coordinating three or more specialist agents. Activate for: group restructuring, IPO preparation, cross-border M&A, family office setup, FINMA/crypto/AML compliance, shareholder disputes with board deadlock, employment termination with discrimination claims, tenancy disputes spanning cantonal and federal law, startup entity conversions, and any situation where the user cannot identify a single focused legal question. Do NOT trigger for: single-article lo
legal-intake
Swiss legal intake — transforms vague or complex queries into actionable execution plans. Two modes: **Refine** (single-domain, Socratic dialogue ≤3 rounds, structured prompt) and **Briefing** (multi-domain/multi-jurisdiction, specialist panel assembly, execution plan with checkpoints). Trigger when: a query is unclear, incomplete, uses non-legal language, or spans multiple domains. Supports --quick, --optimize, --skip-briefing. Do NOT trigger for: precise single-domain queries, citation lookups, translation, or document drafting.
legal-query-refinement
Swiss legal query refinement — transforms vague, colloquial, or incomplete queries into precise structured prompts through targeted Socratic dialogue (max 3 rounds). Trigger when: the user's query is unclear, missing jurisdiction or domain, uses non-legal language ('I have a problem with my landlord', 'can they fire me?', 'what are my options?'), or needs a structured prompt before agent execution. Supports --quick (no dialogue, prompt from available info) and --optimize (expert mode, workflow-only). Do NOT trigger for: queries already refined or precise, citation lookups, translation requests, document drafting, or queries that score ≥ 8 on the complexity scale, span 3+ legal domains, or are multi-jurisdictional (those should go to legal-briefing for a full intake session instead). Boundary with legal-briefing: use this skill for single-domain clarification; use legal-briefing when the query spans 3+ legal domains or requires multi-agent coordination planning.
output-conventions
Shared deliverable-as-file output conventions for all BetterCallClaude commands. Defines the bcc-output folder structure, file naming, and chat summary template.
output-summarization
Consolidates and deduplicates multi-agent pipeline output — merges repeated disclaimers, terminology tables, and citation lists while calibrating output length. Trigger when: a /legal pipeline has completed and produced output from multiple agents that needs consolidation; the user invokes /bettercallclaude:summarize; the user selects option '5' (Summarize output) from the /legal post-execution menu; pipeline output contains N repeated disclaimer blocks or terminology tables from different agents. Supports --short (1-2 pages, conclusions only), --medium (3-5 pages, DEFAULT), --long (full deduplicated), --no-summary (passthrough), --lang [DE|FR|IT|EN]. Do NOT trigger for: single-agent outputs that don't need consolidation; citation formatting only (use swiss-citation-formats); translation (use swiss-legal-translation); initial research or drafting tasks.
privacy-routing
Privacy routing for Swiss attorney-client privilege (Anwaltsgeheimnis, Art. 321 StGB) with pattern detection in German, French, and Italian to protect confidential legal communications
swiss-citation-formats
Swiss legal citation formatter — validates, formats, and converts BGE/ATF/DTF, statutory, and cantonal citations across DE/FR/IT/EN. Trigger when: citations need formatting, validation, or cross-language conversion. Uses legal-citations MCP (validate, format, convert). Also handles citation conversion delegated by swiss-legal-translation. Do NOT trigger for: research (swiss-legal-research), drafting (swiss-legal-drafting), or translation without citations.
swiss-document-analysis
Swiss legal document analyzer — structured analysis of contracts, court decisions, statutes, submissions. Includes NDA triage (GREEN/YELLOW/RED) and playbook-aware contract review. Trigger when: user uploads a document for review, requests NDA triage, or mentions 'playbook' or 'posizioni standard'. Uses swiss-caselaw, entscheidsuche, legal-citations, fedlex-sparql MCPs. Do NOT trigger for: drafting (swiss-legal-drafting), citation formatting only (swiss-citation-formats), or research without a document (swiss-legal-research).
swiss-jurisdictions
Swiss jurisdiction oracle — resolves federal vs. cantonal law applicability, identifies the correct court system for all 26 cantons, and routes cross-cantonal conflicts. Trigger when: a query names a Swiss canton (ZH, GE, BE, TI, VD, etc.) or canton court; when the user asks which court or law applies in a Swiss location; when federal vs. cantonal competence is disputed or unclear (e.g., 'does Zurich or federal law govern this?'); when cross-cantonal analysis is needed; or when another skill/agent needs to resolve jurisdiction before proceeding. Also used as a library by /cantonal, orchestrator, and research agents. Do NOT trigger for: pure federal law questions with no cantonal element, citation formatting, translation-only tasks, or queries where jurisdiction is already clearly established.
swiss-legal-drafting
Swiss legal document drafter — creates contracts (OR), court submissions (ZPO), and legal opinions (Gutachten) in DE/FR/IT/EN with correct Swiss citations and Gutachtenstil. Trigger when: a user asks to draft, write, or create a legal document. Uses swiss-citation-formats for citation verification and swiss-legal-research for jurisdiction resolution. Do NOT trigger for: document analysis (swiss-document-analysis), research (swiss-legal-research), or citation formatting only.
swiss-legal-research
Swiss legal research and jurisdiction resolution — searches BGE/ATF/DTF precedents, interprets federal and cantonal statutes, resolves federal vs. cantonal jurisdiction, and produces verified multi-lingual legal analysis. Trigger when: a user asks what the law says, requests precedents, needs statute interpretation, or asks which jurisdiction applies. Do NOT trigger for: citation formatting only (swiss-citation-formats), query clarification (legal-intake), drafting (swiss-legal-drafting), or translation (swiss-legal-translation).
swiss-legal-strategy
Swiss legal strategy — case strength, risk probability, cost-benefit, settlement/BATNA, and ADR assessment across ZPO/StPO/VwVG proceedings. Trigger when: user needs litigation viability, settle-or-sue decision, procedural options, or strategy memo. Uses entscheidsuche MCP for precedent-based probability. Do NOT trigger for: drafting (swiss-legal-drafting), deadlines (procedure agent), or pure research (swiss-legal-research).
swiss-legal-translation
Swiss legal translator — translates Swiss legal texts (contracts, submissions, statutes, opinions) between DE, FR, IT, and EN with correct terminology and register. Trigger when: a user asks to translate a Swiss legal document or term, or a document must be prepared in a different national language. Uses fedlex-sparql for statute text verification. Delegates citation conversion to swiss-citation-formats. Do NOT trigger for: citation formatting without translation (use swiss-citation-formats), document drafting (use swiss-legal-drafting), or general non-legal translation.
plan-lock
计划锁定器。把修复计划、实现方案和 WP 规格锻造成 decision-complete 的可执行上游文档：真相先验、决策关死、接口对齐、测试层级一致、时序稳定。在 lead 的 Gate 1 与 Gate 2 之间，以及 task-arch 拆 WP 之前必须使用。
integrationuniversal-adapter
Use when connecting Starlight to external systems, APIs, or MCP servers — provides a standardized way to integrate with the outside world via the universal connector pattern. Default skill for Starlight Orchestrator and Starlight Architect.
fusebase-dashboards
How to use MCP for working with Fusebase dashboards during LLM development. Use when: 1. Discovering dashboards, views, schema via MCP; 2. Creating or updating dashboards/views; 3. Reading/writing dashboard data; 4. Working with relations, filters, templates, child tables; 5. Working with managed databases (e.g. meetings, companies, deals) — load prompts_search({ groups: ["managedDatabases"] }) and see references/meetings.md, references/companies.md, references/deals.md.
fusebase-gate
How to use MCP for Fusebase Gate. Use when: working with gate contracts, tokens, org user listing, health, or generated MCP tools and prompts.
ghostswap-partners-api
Integrate the GhostSwap Partners API to add no-KYC crypto swaps (1,600+ coins, 0–4% partner fee on top of the swap, USDT payouts) into wallets, dApps, exchanges, payment flows, or affiliate sites. Use whenever a developer asks to "add crypto swap", "embed a swap widget", "let users exchange tokens", "convert crypto to crypto", "earn commission on referred swaps", or wants a server-side REST integration that handles quote → create → status-poll without holding signing keys. Covers Bearer auth, live float and fixed-rate quotes, idempotent swap creation, status lifecycle polling, address validation, error envelope handling, rate limits, and the partner application + payout flow at partners.ghostswap.io.
agent-activity-audit
Audit recent agent transcripts (Claude Code and Codex) to learn how a tool, system, or skill is actually being used in the wild. Surfaces failure modes, friction, success patterns, and concrete improvement candidates from real session data. Use this when you want to improve a developer-facing system that agents interact with regularly.
cf-connect
Set up an MCP connector with step-by-step instructions. Use to connect Notion, Canva, Webflow, etc.
figma-design-extract
Extract exact design values from a Figma node into a build-ready spec table, instead of eyeballing a screenshot. Use when the user shares a figma.com node URL, or says "implement this Figma design", "build this component from Figma", "extract the Figma values", or "match the Figma". Reads structured data via the Figma MCP - get_design_context (structure), get_variable_defs (tokens, the source of truth), get_metadata (sizes), get_screenshot (visual reference only, never measured). Maps each Figma variable to your repo's own design tokens, reuses existing components, and logs token drift instead of hardcoding. Produces the spec table that design-fidelity-verify consumes. Stack-agnostic; Tailwind/NativeWind/Restyle/CSS-vars are examples to adapt.
run-automation-suite
Run local Appium test scripts against Kobiton devices. Guides through app upload, device selection, capability parsing, and local execution. Use when the user asks to run mobile tests, validate an APK or IPA on Kobiton devices, or kick off an Appium suite from a local script directory. Trigger with "run kobiton tests" or "execute appium on kobiton".
drafting-manuscript
Use to draft a book chapter, article section, or grant exposé from synthesized wiki content. Pulls from stable synthesis pages and source pages, writes to `output/publication/**/*.qmd` with proper citations. Never drafts from memory — always from the wiki.
executing-research-plan
Use AFTER writing-research-plan has produced a ready plan (status=ready for hermeneutic projects, status=pre-registered for quantitative/mixed). Reads `input/ideas/<slug>-plan.md`, creates TodoWrite items, and works tasks via subagent dispatch (source-ingester, analyst, drafter) with two-stage review. Does not execute anything outside the plan.
ingest-source
Use when adding a scholarly source (PDF, book chapter, article) to the research project wiki under a specific focus. Produces a focus-driven Source page (claims relevant to the project, not a generic summary), extracts Entities, updates BibTeX, and logs the ingest. On re-ingest of the same source with a new focus, appends a new focus block to the existing page rather than overwriting. This is the ONLY skill for bringing sources into the knowledge wiki.
literature-review
Systematic literature search for theology, biblical archaeology, ancient history, and digital humanities. Triggers on "literature review on X", "Stand der Forschung zu X", "Literaturrecherche zu X". NOT for single-paper lookups — those are simple metadata queries.
requesting-peer-review
Use when a manuscript (book chapter, article, grant) is drafted and ready for structured review. Runs a two-stage peer-review workflow — constructive then adversarial — with discipline-specific checklists (CONSORT/STROBE + theology/archaeology/DH-specific).
wiki-lint
Use to validate the knowledge wiki — frontmatter completeness, broken wikilinks, orphaned pages, status consistency. Wraps `scripts/lint-wiki.py` from the research project template. Required before drafting and before finishing.
genexus-18-guidelines
Advanced GeneXus 18 engineering rules using specialized object-level and flow-level references.
memguard
**MEMORY MANAGEMENT SOP** — Structured project memory with ADR-based decisions, trap tracking, and controlled Explore↔Execution workflows. Activates when the user asks about project decisions, task status, memory, session context, or mentions a previously discussed topic. WHEN: Architectural memory, ADR tracking, task lifecycle management, project state continuity, cross-session context recovery. INVOKES: memguard_runtime_bootstrap (session start), memguard_runtime_query_memory (before decisions/writing code), memguard_runtime_commit_event (after decisions/task updates).
scholar-sidekick-api
Resolve scholarly identifiers (DOI, PMID, PMCID, ISBN, arXiv, ISSN, ADS bibcode, WHO IRIS URL) into formatted citations (10,000+ CSL styles) and bibliography exports (BibTeX, RIS, EndNote, CSV…), and check retraction, open-access, and citation-fabrication status. Calls a documented REST API over plain HTTP — no install, no API key needed for the free tier.
scholar-sidekick-cli
Resolve scholarly identifiers (DOI, PMID, PMCID, ISBN, arXiv, ISSN, ADS bibcode, WHO IRIS URL) into formatted citations (10,000+ CSL styles) and bibliography exports (BibTeX, RIS, EndNote, CSV…), and check retraction, open-access, and citation-fabrication status — from the terminal via the `scholar` CLI. Wraps the public REST API; needs Node ≥20 but no API key for the free tier.
scholar-sidekick-mcp
Use the connected scholar-sidekick-mcp MCP server when the user mentions a scholarly identifier (DOI, PMID, PMCID, ISBN, arXiv, ISSN, NASA ADS bibcode, WHO IRIS URL) and wants structured metadata, a formatted citation, a bibliography export file, a retraction check, an open-access check, or verification that a claimed citation is real (not fabricated). Requires the MCP server connected — it works anonymously, no API key required; for a zero-install path use the scholar-sidekick-api skill instead.
channel-post
Compose and post formatted content to a Telegram channel -- MarkdownV2 escaping, message splitting, media ordering
setup-bot
Diagnose and fix Telegram bot connection issues -- verify config, test send, resolve common errors
passport-bootstrap
Use when the user installs mnemo-mcp on a fresh machine and wants to restore prior memory state from S3 or Google Drive (Phase 2 passport sync). Triggers on phrases like "set up mnemo on this machine", "restore my memory passport", "import passport", "bootstrap mnemo", or when the user says they got a new laptop / VM and wants their memories back.
resource-scout
Search and discover Claude Code skills and MCP servers from marketplaces, GitHub repositories, and registries. Use when (1) user asks to find skills for a specific task, (2) looking for MCP servers to connect external tools, (3) user mentions "find skill", "search MCP", "discover tools", or "what skills exist for X", (4) before creating a custom skill to check if one already exists.
algorithmic-art
Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.
canvas-design
Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.
claude-api
Reference for the Claude API / Anthropic SDK — model ids, pricing, params, streaming, tool use, MCP, agents, caching, token counting, model migration. TRIGGER — read BEFORE opening the target file; don't skip because it "looks like a one-liner" — whenever: the prompt names Claude/Anthropic in any form (Claude, Anthropic, Opus, Sonnet, Haiku, `anthropic`, `@anthropic-ai`, `claude-*`, `us.anthropic.*`, `[1m]`); the user asks about an LLM (pricing/model choice/limits/caching) — never answer from memory; OR the task is LLM-shaped with provider unstated (agent/MCP/tool-definition/multi-agent/RAG/LLM-judge/computer-use; generate/summarize/extract/classify/rewrite/converse over NL; debugging refusals/cutoffs/streaming/tool-calls/tokens). SKIP only when another provider is being worked on (overrides all triggers): OpenAI/GPT/Gemini/Llama/Mistral/Cohere/Ollama named in the query; OR `grep -rE 'openai|langchain_openai|google.generativeai|genai|mistralai|cohere|ollama'` over the project hits (run this grep FIRST if no p
fallow
Codebase intelligence for JavaScript and TypeScript. Free static layer reports quality, changed-code risk, cleanup opportunities (unused files, exports, types, dependencies), code duplication, circular dependencies, complexity hotspots, architecture boundary violations, and feature flag patterns. Runtime coverage merges production execution data into the same health report for hot-path review, cold-path deletion confidence, and stale-flag evidence - a single local capture is free, while continuous/cloud runtime monitoring is paid. 97 framework plugins, zero configuration, sub-second static analysis. Use when asked to analyze code health, audit PR risk, find cleanup opportunities or unused code, detect duplicates, check circular dependencies, audit complexity, check architecture boundaries, detect feature flags, clean up the codebase, auto-fix issues, merge runtime coverage, or run fallow.
feature-loop
Coding agent for the project-level harness — one feature per session, must verify, must be mergeable.
offensive-osint
Operational arsenal for external red-team and bug-bounty reconnaissance. Concrete wordlists (28 Swagger paths, 13 GraphQL paths, 35 high-risk ports, 6 missing-header findings, 15 always-on HTTP checks, 5 SAML paths, cloud bucket permutations, JS guess-paths, vendor product fingerprints for Citrix/F5/Pulse/Fortinet/Cisco/PaloAlto/VMware/Exchange, cloud-native service fingerprints, container/K8s exposure paths, CI/CD platform paths, documentation/wiki leak paths, WHOIS/RDAP, DNS record catalog, Wayback CDX recipes), 43+-pattern secret-regex catalog (incl. modern AI API keys: Anthropic/OpenAI/HuggingFace/Cloudflare/DigitalOcean/npm/PyPI/Docker Hub/Atlassian/DataDog/Sentry/ngrok), 80+ dork corpus across 9 categories, GitHub code-search dorks, copy-paste curl/httpie probes for every check, post-discovery enumeration workflows (AWS/GitHub/Slack/JWT/PMAK/Anthropic/OpenAI), endpoint interest scoring rubric (0–100), mobile app ownership confidence, identity-fabric endpoints (Entra/Okta/ADFS/Google/SAML/M365 Teams+Shar
osint-methodology
Comprehensive OSINT methodology for external red-team operations and authorized attack-surface assessments. Covers the 5-stage recon pipeline, asset-graph discipline, severity rubric, confidence upgrade workflows, time budgeting, identity-fabric mapping, breach×identity correlation, detectability tagging, detection-aware probing, WAF/CDN bypass, vulnerability prioritization, phishing infrastructure planning, bug bounty submission, and client deliverable templates. Use when planning or executing reconnaissance against authorized targets, mapping an organization's external attack surface, investigating a person/entity, or producing client deliverables.
pkulaw-mcp-case-number
案号识别与溯源，用于从文书、备忘、聊天记录或其他长文本中提取案号并回源案件线索。Use when：用户已经有一段文本，想识别其中的案号、批量抽取案号，或核查案号对应案件信息。NOT for：按争议主题检索案例、法条识别、法规主题检索。要求不得编造案号、法院名称与日期，全部基于当次 MCP 返回。
pkulaw-mcp-citation-validator
法条引用核验与纠偏，用于检查草稿、问答、备忘或合同审查记录里已经写出来的法条引用是否准确、一致、可追溯。Use when：用户已经有一段文本，想确认其中法规名称、条号或引用表达是否可靠。NOT for：主题检索法规、案例检索、案号识别、以及未形成引用文本前的纯资料探索。要求只依据当次核验返回给出“命中 / 不命中 / 需复核”结论，不得把未核验内容写成已确认依据。
pkulaw-mcp-doc-link
法宝超链增强，用于把法律文书、答复、备忘或研究材料中的法规、案例引用转成可追溯链接。Use when：用户已经有现成文本，希望增强可点击、可追溯的交付版本。NOT for：检索新法规、检索新案例、法条精确查询、法条引用核验。要求链接与引用实体必须来自当次工具返回，不得手工拼接伪链接。
pkulaw-mcp-fatiao-precise
精准查找法条，用于在已知法规名称与条号的前提下取回条文原文或可回源的条文内容。Use when：用户已经明确给出法规名称和条号，希望核对条文原文、脚注引用或文书引注。NOT for：模糊主题检索、从长文本自动识别法条、案例检索。要求必须基于当次 MCP 返回作答，禁止编造条文、条号或补写未返回内容。
pkulaw-mcp-law-recognition
法条识别与溯源，用于从合同、函件、答复、备忘或其他长文本里识别潜在法规引用，并给出可继续核查的来源线索。Use when：用户已经有一段文本，想自动识别其中提到的法规名、条号或引用表达。NOT for：法规主题检索、已知法规名加条号的精准全文查询、案例检索。要求禁止编造法规名、条号与溯源链接，识别结果必须以当次 MCP 返回为准。
pkulaw-mcp-semantic-nlsql
使用 `semantic-nlsql` 做跨库语义检索与综合法律资料召回。Use when：用户问题同时跨法规、案例、法条或多类材料，希望先用一次自然语言检索拿到综合候选结果。NOT for：只查单一法规、只查单一案例、已知法规名加条号的精准查询，以及未完成 `serverPaths.semantic-nlsql` 配置的环境。必须先确认实例路径可用；未配置时只能提示配置与替代方案，不得伪造结果。
bashless
Amend an existing Claude Code setup to replace the Bash tool with structured MCP tools, reducing agent reliance on unstructured shell access.
tool-discovery
Use when user asks "what tools are available?", "is there a tool for...", "can Claude do...", "how can I...", mentions MCP servers, wants to discover capabilities, or seems uncertain about available integrations. Helps discover and search for tools, MCP servers, and plugins.
scraperapi-agent-onboarding
Entry point for agents and developers new to ScraperAPI. Read first when integrating ScraperAPI into an agent or app, setting up the MCP server for Claude Code or other LLM tools, choosing the right ScraperAPI product, or obtaining an API key. Trigger on: "how do I use ScraperAPI", "set up ScraperAPI", "connect ScraperAPI to Claude", "which ScraperAPI product should I use", "get web data for my agent", "scrape a website in my app", "add web scraping to my project", "ScraperAPI getting started". After reading, route to the narrower skill that owns the selected path.
scraperapi-lead-enrichment
Use this skill whenever the user wants to enrich a contact or company and build a profile. Trigger on: "enrich this lead", "find info about [person or company]", "build a contact card for X", "look up [company]", "I have this LinkedIn URL, find more about them", "find the email for [person] at [company]", "research this contact", "who is [name]", "tell me about [company]", "I have an email, can you find more details". Accepts any seed input — a name, company name, LinkedIn URL, email address, domain, or any combination. Executes ScraperAPI calls directly to search Google and fetch web pages, then synthesizes all findings into a structured contact card covering person fields (name, title, email, phone, LinkedIn, location, social) and company fields (domain, revenue, funding, employee count, founded year, HQ, tech stack, key investors, recent news, competitors).
scraperapi-market-research
Market research powered by live web data. Use this skill when the user wants to understand a market, category, or customer segment — including consumer sentiment, demand and trend signals, price and category structure, or the competitive landscape. Trigger on requests like "research the [X] market," "what do customers think about [category]," "how is [category] priced," "what trends are shaping [industry]," "who are the players in [space]," or any request to understand a market before making a product, pricing, positioning, or investment decision.
scraperapi-mcp
Knowledge base for the 22 ScraperAPI MCP tools. Covers scrape, Google (search, news, jobs, shopping, maps), Amazon (product, search, offers), Walmart (search, product, category, reviews), eBay (search, product), Redfin (for_sale, for_rent, search, agent), and crawler tools. Provides tool selection, parameter optimization, credit cost guidance, and error recovery. Requires the ScraperAPI MCP server and a valid SCRAPERAPI_API_KEY. Trigger on: web scraping, scraping a URL, reading a webpage behind bot protection, Google search queries, finding information online, current events and news lookup, job listings, product price comparison, shopping research, Amazon/Walmart/eBay product lookup or search, e-commerce data extraction, Redfin real estate listings, property search, rental search, site crawling, SERP monitoring, SEO tracking, competitive intelligence, market research, or when unsure which ScraperAPI tool to use.
scraperapi-price-monitoring
Use this skill whenever the user wants to check, track, or be alerted about product prices on Amazon, Walmart, or via Google Shopping. Trigger on: "monitor the price of this Amazon product", "did the price drop on [Walmart URL]?", "track these ASINs", "compare today's prices to last week", "alert me if [product] goes below $X", "what's the current price of [product]?", "check my price watchlist", "scrape the price of [URL]", "is [product] cheaper anywhere else?". Accepts ASINs, Amazon/Walmart product URLs, or free-text product queries for Google Shopping. Reads an optional baseline JSON file to detect changes, fetches live prices via ScraperAPI's structured endpoints, and reports increases, decreases, restocks, and out-of-stock transitions in a structured change report. Use this skill even when the user does not say the word "monitor" — any one-shot or recurring price-check request belongs here.
scraperapi-seo-audit
Run a comprehensive SEO audit using ScraperAPI's live SERP and scraping tools — no setup required. Use this skill whenever the user wants to: audit SEO for a website, understand why a page isn't ranking, check SEO health, analyze keyword rankings, compare against competitors in search results, find content gaps, review on-page signals (titles, meta, headings, schema), diagnose a traffic drop, check indexation, or get prioritized SEO recommendations. Also trigger when the user says things like "why am I not showing up on Google," "my traffic dropped," "how do I rank for X," "what's wrong with my SEO," "SEO check," or "SEO review." This skill works out of the box — it uses the ScraperAPI MCP tools already connected to this session, with no CLI or API key setup needed.
scraperapi-serp-intelligence
SERP landscape analysis for SEO strategy decisions. Use this skill when the user wants to understand what a search results page actually looks like for their target keywords — including AI Overview presence and attribution, SERP feature composition, how Google is interpreting query intent, which competitors dominate specific keyword sets, and where organic rankings actually translate to visible traffic. Trigger on requests like "analyze the SERP for [keyword]," "why isn't my content getting traffic even though it ranks," "what does Google show for [keyword]," "which keywords are worth targeting," "is [keyword] dominated by AI Overviews," "who owns the SERP for [topic]," "SERP analysis," "keyword landscape," or any request to understand what's happening on a search results page before making a content or SEO strategy decision.
boss-briefing
Vault health check — workflow pattern analysis, profile sync, session gap recovery, persona rule proposals
briefing-vault
Initialize, manage, and search the per-project .briefing/ vault. Obsidian-compatible persistent knowledge base.
gcp-architecture-best-practices-reviewer
Evidence-backed review of Google Cloud Platform architecture against GCP best practices and CIS GCP Foundation Benchmark concepts. Use when reviewing Terraform, Kubernetes/GKE manifests, network topology, IAM, Cloud SQL, KMS, Cloud Storage, Secret Manager, or CI/CD config for security, reliability, cost, and compliance gaps. Read-only — produces findings only.
banana
AI image generation Creative Director powered by Google Gemini Nano Banana models. Use this skill for ANY request involving image creation, editing, visual asset production, or creative direction. Triggers on: generate an image, create a photo, edit this picture, design a logo, make a banner, visual for my anything, and all /banana commands. Handles text-to-image, image editing, multi-turn creative sessions, batch workflows, and brand presets.
add-youtube-transcript
Add YouTube transcript extraction as an MCP tool. Installs the MCP server and configures it so the agent can fetch video captions/subtitles on demand.
mind-mem-development
MIND-Mem Python development guide
shipkit-get-mcps
Discover and install MCP servers for enhanced Claude capabilities
openakashic
Persistent memory for AI agents across sessions. Search what others figured out, write what you learn, publish what deserves a wider audience.
edpaengine
Run EDPA evidence-driven calculation for an iteration. Gathers GitHub delivery evidence (commits, PRs, reviews, comments), computes CW from heuristics, calculates Score and DerivedHours, validates invariants. Use when closing an iteration, computing derived hours, or running "EDPA výpočet". Produces per-person allocation data for the reports skill.
edpaserver
Start/stop/status of the optional PI planning HTTP server (V2 experimental). Server is a React+Vite frontend backed by an Express+TS API that proxies reads/writes through the EDPA MCP server (single source of truth). Off by default — opt-in via install.sh --with-server. Listens on localhost:3001.
engine
Run EDPA evidence-driven calculation for an iteration. Gathers GitHub delivery evidence (commits, PRs, reviews, comments), computes CW from heuristics, calculates Score and DerivedHours, validates invariants. Use when closing an iteration, computing derived hours, or running "EDPA výpočet". Produces per-person allocation data for the reports skill.
async-job-orchestration
Manage long-running async LLM jobs. Use for tasks >2min, parallel jobs, or non-blocking execution. Covers cache-aware `promptParts`, `cache-state://` MCP resources, and the Claude `cache_ttl_expiring_soon` warning.
implement-review-fix
Run implement-review-fix cycle using multiple LLMs (Claude, Codex, Gemini, Grok, Mistral). Use for features, bugs, or refactoring with multi-LLM collaboration. Mistral defaults to `--agent auto-approve`; current Vibe defaults session logging on, and doctor flags explicit `[session_logging] enabled = false` before session-continuity use.
multi-llm-review
Parallel code reviews across Claude, Codex, Gemini, Grok, and Mistral. Use for quality analysis, bug finding, or security audit.
provider-claude
Track and maintain the upstream Claude Code CLI contract. Use when Anthropic ships a Claude Code release, when a `claude` flag/output/permission behaviour changes, or when an upstream scan flags drift. Process guidance only — `src/upstream-contracts.ts` is the mechanical source of truth.
provider-codex
Track and maintain the upstream OpenAI Codex CLI contract. Use when OpenAI ships a Codex release, when a `codex exec` flag/sandbox/approval/resume behaviour changes, or when an upstream scan flags drift. Process guidance only — `src/upstream-contracts.ts` is the mechanical source of truth.
provider-gemini
Track and maintain the upstream Google Gemini CLI contract. Use when Google ships a Gemini CLI release, when a `gemini` flag/approval-mode/output-format/resume behaviour changes, or when an upstream scan flags drift. Process guidance only — `src/upstream-contracts.ts` is the mechanical source of truth.
provider-grok
Track and maintain the upstream xAI Grok CLI contract. Use when xAI ships a Grok CLI release, when a `grok` flag/permission-mode/sandbox/output-format/resume behaviour changes, or when an upstream scan flags drift. Process guidance only — `src/upstream-contracts.ts` is the mechanical source of truth.
provider-mistral
Track and maintain the upstream Mistral Vibe CLI contract. Use when Mistral ships a Vibe release, when a `vibe` flag/agent-mode/output-format/session-logging/env-model behaviour changes, or when an upstream scan flags drift. Process guidance only — `src/upstream-contracts.ts` is the mechanical source of truth.
public-demo-session
Prepare and drive clean public llm-cli-gateway demo sessions for recordings, README demos, screenshots, or transcripts. Use when the user needs a redacted path, compact Codex output, direct provider calls, or a demo-safe Codex environment.
secure-orchestration
Security-conscious LLM orchestration with approval gates across Claude, Codex, Gemini, Grok, and Mistral. Use for high-risk operations, permissions, auditing.
session-workflow
Manage conversation sessions across Claude, Codex, Gemini, Grok, and Mistral. Use for multi-turn conversations, session switching, workspace management. Covers the `session_get.cacheState` projection, cache-aware `promptParts`, and `cache-state://` MCP resources.
atlassian-mcp
Use when querying Jira issues, searching Confluence pages, creating tickets, updating documentation, or integrating Atlassian tools via MCP protocol.
mcp-developer
Use when building MCP servers or clients that connect AI systems with external tools and data sources. Invoke for MCP protocol compliance, TypeScript/Python SDKs, resource providers, tool functions.
ai-llm-security-review
Use for AI/LLM security assessments, prompt injection, RAG security, agent/tool permissioning, model supply chain, LLM red teaming, AI governance, eval design, data leakage, jailbreak testing, and secure AI application review.
jira-context
Resolves the Jira issue key for a git branch and pulls the ticket's essence — summary, acceptance criteria, and (for bugs) reproduction steps — as a structured context block for QA. Works without the Atlassian MCP via a manual-paste fallback. Use when you need the requirement/AC context behind a change, standalone or as part of a QA cycle.
artifacts-builder
Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui components - not for simple single-file HTML/JSX artifacts.
canvas-design
Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.
changelog-generator
Automatically creates user-facing changelogs from git commits by analyzing commit history, categorizing changes, and transforming technical commits into clear, customer-friendly release notes. Turns hours of manual changelog writing into minutes of automated generation.
developer-growth-analysis
Analyzes your recent Claude Code chat history to identify coding patterns, development gaps, and areas for improvement, curates relevant learning resources from HackerNews, and automatically sends a personalized growth report to your Slack DMs.
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
theme-factory
Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifact that has been creating, or can generate a new theme on-the-fly.
mcp-integrations
MCP Integrations
profile-java-call-graph-tool
Opt-in profile. Provisions the java-class-call-scanning bytecode call-graph analyzer (https://github.com/HaroldHormaechea/java-class-call-scanning) for use by the dev-team agents on a Java project. Downloads the latest release jar to a per-user cache, registers the daemon as an MCP stdio server scoped to TARGET_DIR, and documents per-role usage of the nine query operations (find-callers, find-callees, methods-in-class, methods-at-line, find-field-readers, find-field-writers, impact-of-diff, tests-for-diff, refresh-index). Only invoke when PROJECT_BRIEF.md's `## Profiles` section lists this skill by name. Do NOT auto-invoke on arbitrary Java work.
brainstorm
Send a topic to multiple LLM providers in parallel while Claude Opus performs its own independent research in parallel, then synthesize all findings. Usage /brainstorm [providers] <topic>. External providers default to antigravity,codex. Example /brainstorm antigravity,codex,ollama "review this architecture"
codex-image
Generate an image via OpenAI's gpt-image-1 model through the Codex CLI. Use when user asks to "generate an image", "create an image", "make a picture of", "render a graphic", "draw something", or wants visual content via Codex. Requires codex-cli >= 0.125.0 with the `image_generation` feature flag enabled (stable + on-by-default since 0.125).
codex-pair
Show codex-pair status and set up the per-edit Codex review hook for this project. Detects whether codex-pair is active, paused, or not yet configured. On first run (no marker), offers interactive setup with auto-detected project context. On subsequent runs, shows current state, recent review activity, and toggle instructions. The per-edit hook itself runs automatically; this command is the human-facing dashboard for it.
codex-verify
Verifies what the assistant claims to have done — proves the work against actual state using OpenAI Codex with a read-only tool surface. Use when the user asks to "verify with Codex", "check the assistant's claims", "did Codex actually do what it said", "verify this turn", "prove the work", or wants a trust check distinct from issue review. Different from `/codex-review`, which finds new issues.
compare
This skill should be used when the user asks to "compare LLMs", "see how each provider answers", "side-by-side response", "what do Gemini, Codex, and Ollama think", or wants raw responses from multiple providers without synthesis. Unlike /brainstorm (which synthesizes findings) or /multi-review (which validates code reviews), /compare just shows each provider's answer side-by-side.
multi-review
This skill should be used when the user asks to "review my code with multiple providers", "get reviews from Antigravity and Codex", "multi-provider review", "review changes", or wants independent code reviews from both Antigravity and Codex in parallel.
compact
Clean up old episodic memory entries to free space. Keeps recent sessions intact.
agent-bus
Coordinate work across Claude/Codex/Cursor sessions on the same machine via a local message bus. Use to delegate to helpers, get a second opinion, ask specialists by capability, or track shared tasks.
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
accessibility
Audit and improve web accessibility following WCAG 2.1 guidelines. Use when asked to "improve accessibility", "a11y audit", "WCAG compliance", "screen reader support", "keyboard navigation", or "make accessible".
agent-browser
Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps, or automating any browser task. Triggers include requests to "open a website", "fill out a form", "click a button", "take a screenshot", "scrape data from a page", "test this web app", "login to a site", "automate browser actions", or any task requiring programmatic web interaction.
best-practices
Apply modern web development best practices for security, compatibility, and code quality. Use when asked to "apply best practices", "security audit", "modernize code", "code quality review", or "check for vulnerabilities".
core-web-vitals
Optimize Core Web Vitals (LCP, INP, CLS) for better page experience and search ranking. Use when asked to "improve Core Web Vitals", "fix LCP", "reduce CLS", "optimize INP", "page experience optimization", or "fix layout shifts".
frontend-design
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics.
performance
Optimize web performance for faster loading and better user experience. Use when asked to "speed up my site", "optimize performance", "reduce load time", "fix slow loading", "improve page speed", or "performance audit".
seo
Optimize for search engine visibility and ranking. Use when asked to "improve SEO", "optimize for search", "fix meta tags", "add structured data", "sitemap optimization", or "search engine optimization".
vercel-composition-patterns
React composition patterns that scale. Use when refactoring components with boolean prop proliferation, building flexible component libraries, or designing reusable APIs. Triggers on tasks involving compound components, render props, context providers, or component architecture. Includes React 19 API changes.
vercel-react-best-practices
React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements.
web-quality-audit
Comprehensive web quality audit covering performance, accessibility, SEO, and best practices. Use when asked to "audit my site", "review web quality", "run lighthouse audit", "check page quality", or "optimize my website".
token-optimizer
Always-on token optimization rules. Apply on every response.
ai-video-remix
AI-driven video remix generator that uses ShotAI semantic search + LLM planning + Remotion rendering to produce styled video compositions from a user's local video library. Use when the user asks to create a video remix, highlight reel, travel vlog, sports highlight, nature montage, or any styled video cut from their library. Triggers on requests like "帮我做一个混剪", "make a travel vlog from my library", "create a sports highlight", or "generate a video with my footage". Requires ShotAI (local MCP server) to be running. Works with any OpenAI-compatible LLM API or falls back to heuristic mode with no API key.
agent-factory
Claude Code agent generation system that creates custom agents and sub-agents with enhanced YAML frontmatter, tool access patterns, and MCP integration support following proven production patterns
sessions
See active Claude Code sessions on this machine and coordinate across them via direct messages, status announcements, and file-overlap awareness. Triggers when the user asks "who else is running?", "any other claude open?", "what other sessions are active?", "tell <name> to ...", "ping <peer>", "let peers know I'm doing X", "broadcast <status>", "check the cc digest", or any cross-session / multi-agent coordination on this machine.
azure-active-directory-b2c
Expert knowledge for Azure Active Directory B2C development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when designing B2C user flows/custom policies, MFA/IdP sign-in, app/API registration, CI/CD deployment, or logging, and other Azure Active Directory B2C related development tasks. Not for Azure Information Protection (use azure-information-protection), Azure Security (use azure-security), Azure Role-based access control (use azure-rbac), Azure Sentinel (use azure-sentinel).
azure-advisor
Expert knowledge for Azure Advisor development including best practices, decision making, limits & quotas, security, configuration, and integrations & coding patterns. Use when configuring Advisor alerts, workbooks, RBAC access, bulk fixes, or Resource Graph/Kusto queries, and other Azure Advisor related development tasks. Not for Azure Cost Management (use azure-cost-management), Azure Monitor (use azure-monitor), Azure Policy (use azure-policy), Azure Service Health (use azure-service-health).
azure-ai-foundry-local
Expert knowledge for Microsoft Foundry Local (aka Azure AI Foundry Local) development including troubleshooting, best practices, decision making, configuration, and integrations & coding patterns. Use when using Foundry Local CLI, chat/transcription APIs, tools, OpenAI/LangChain clients, or upgrading legacy SDKs, and other Microsoft Foundry Local related development tasks. Not for Microsoft Foundry (use microsoft-foundry), Microsoft Foundry Classic (use microsoft-foundry-classic), Microsoft Foundry Tools (use microsoft-foundry-tools), Azure Local (use azure-local).
azure-ai-services
Expert knowledge for Azure AI services development including troubleshooting, best practices, decision making, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when building, debugging, or optimizing Azure AI services applications. Not for Azure Machine Learning (use azure-machine-learning), Azure AI Search (use azure-cognitive-search), Azure AI Speech (use azure-speech), Azure AI Custom Vision (use azure-custom-vision).
azure-ai-vision
Expert knowledge for Azure AI Vision development including decision making, limits & quotas, configuration, integrations & coding patterns, and deployment. Use when using Image Analysis, Read OCR containers, Blob Storage image access, smart-crop thumbnails, or video frame analysis, and other Azure AI Vision related development tasks. Not for Azure AI services (use microsoft-foundry-tools), Azure AI Custom Vision (use azure-custom-vision), Azure AI Video Indexer (use azure-video-indexer), Azure AI Document Intelligence (use azure-document-intelligence).
azure-aks-edge-essentials
Expert knowledge for Azure Kubernetes Service Edge Essentials development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when managing AKS Edge/Arc clusters, Arc connectivity, IoT/OPC/ONVIF workloads, TPM/AI deployments, or gMSA, and other Azure Kubernetes Service Edge Essentials related development tasks. Not for Azure Kubernetes Service (AKS) (use azure-kubernetes-service), Azure IoT Edge (use azure-iot-edge), Azure Stack Edge (use azure-stack-edge), Azure Container Apps (use azure-container-apps).
azure-anomaly-detector
Expert knowledge for Azure AI Anomaly Detector development including troubleshooting, best practices, architecture & design patterns, limits & quotas, configuration, and deployment. Use when using univariate/multivariate APIs, Docker/IoT Edge containers, predictive maintenance flows, or regional limits, and other Azure AI Anomaly Detector related development tasks. Not for Azure AI Metrics Advisor (use azure-metrics-advisor), Azure Monitor (use azure-monitor), Azure Machine Learning (use azure-machine-learning).
azure-api-center
Expert knowledge for Azure Api Center development including best practices, security, configuration, integrations & coding patterns, and deployment. Use when automating API linting/registration, customizing the portal, syncing with API gateways, or enforcing design-time governance, and other Azure Api Center related development tasks. Not for Azure API Management (use azure-api-management), Azure App Configuration (use azure-app-configuration), Azure Service Connector (use azure-service-connector).
azure-app-configuration
Expert knowledge for Azure App Configuration development including troubleshooting, best practices, decision making, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when using feature flags, dynamic refresh, snapshots, Key Vault integration, or App Configuration REST APIs, and other Azure App Configuration related development tasks. Not for Azure App Service (use azure-app-service), Azure Key Vault (use azure-key-vault), Azure Automation (use azure-automation).
azure-app-service
Expert knowledge for Azure App Service development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when choosing plans/ASE, configuring auth/TLS/Key Vault, CI/CD slots, VNet integration, or managed identity access, and other Azure App Service related development tasks. Not for Azure Functions (use azure-functions), Azure Container Apps (use azure-container-apps), Azure Spring Apps (use azure-spring-apps), Azure Static Web Apps (use azure-static-web-apps).
azure-app-testing
Expert knowledge for Azure App Testing development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when using Azure Load Testing with VNets/private endpoints, JMeter/Locust/Playwright, CI/CD pipelines, or Playwright Workspaces, and other Azure App Testing related development tasks. Not for Azure Test Plans (use azure-test-plans), Playwright Workspaces (use azure-playwright-workspaces), Azure DevOps (use azure-devops), Azure App Service (use azure-app-service).
azure-application-gateway
Expert knowledge for Azure Application Gateway development including troubleshooting, best practices, decision making, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when configuring listeners/routing, WAF/TLS, AGIC with AKS, autoscale/zone redundancy, or App Gateway for Containers, and other Azure Application Gateway related development tasks. Not for Azure Load Balancer (use azure-load-balancer), Azure Front Door (use azure-front-door), Azure Traffic Manager (use azure-traffic-manager), Azure Web Application Firewall (use azure-web-application-firewall).
azure-arc
Expert knowledge for Azure Arc development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when managing Arc-enabled Kubernetes, servers, SQL MI, Edge RAG, resource bridge, or SCVMM/VMware integration, and other Azure Arc related development tasks. Not for Azure Kubernetes Service (AKS) (use azure-kubernetes-service), Azure Virtual Machines (use azure-virtual-machines), Azure Policy (use azure-policy), Azure Monitor (use azure-monitor).
azure-architecture
Expert guidance for designing Azure solutions using Azure Architecture. Covers reference architectures, solution ideas, design patterns, technology choices, architecture styles, best practices, anti-patterns, example workloads, and migration guides. Use when designing AKS, data/AI pipelines, Zero Trust networking, SAP/Oracle migrations, or hybrid/Arc solutions, and other Azure Architecture related development tasks.
azure-artifact-signing
Expert knowledge for Azure Artifact Signing development including best practices, decision making, security, configuration, and integrations & coding patterns. Use when managing signing cert lifecycle, RBAC roles, DGSSv2 migration, diagnostic logs, or CI/CD signing workflows, and other Azure Artifact Signing related development tasks.
azure-artifacts
Expert knowledge for Azure Artifacts development including best practices, decision making, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when managing feeds, upstream sources, package publishing/restore, GitHub Actions CI/CD, or npm/NuGet config, and other Azure Artifacts related development tasks. Not for Azure DevOps (use azure-devops), Azure Pipelines (use azure-pipelines), Azure Repos (use azure-repos), Azure Boards (use azure-boards).
azure-attestation
Expert knowledge for Azure Attestation development including troubleshooting, best practices, security, configuration, and deployment. Use when validating attestation tokens, authoring SGX/TPM policies, configuring policy signers, or securing endpoints, and other Azure Attestation related development tasks. Not for Azure Confidential Computing (use azure-confidential-computing), Azure Virtual Enclaves (use azure-virtual-enclaves), Azure Key Vault (use azure-key-vault), Azure Security (use azure-security).
azure-automation
Expert knowledge for Azure Automation development including troubleshooting, best practices, decision making, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when building Azure Automation runbooks/DSC, Hybrid Runbook Workers, Change Tracking, CI/CD, or cross-cloud integrations, and other Azure Automation related development tasks. Not for Azure Functions (use azure-functions), Azure Logic Apps (use azure-logic-apps), Azure Scheduler (use azure-scheduler), Azure Update Manager (use azure-update-manager).
azure-backup
Expert knowledge for Azure Backup development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when backing up Azure VMs, AKS, SQL/PostgreSQL/MySQL, SAP HANA, files/disks/blobs, or automating via CLI/PowerShell/REST, and other Azure Backup related development tasks. Not for Azure Site Recovery (use azure-site-recovery), Azure Virtual Machines (use azure-virtual-machines), Azure Blob Storage (use azure-blob-storage), Azure Files (use azure-files).
azure-bastion
Expert knowledge for Azure Bastion development including troubleshooting, best practices, decision making, architecture & design patterns, security, configuration, and integrations & coding patterns. Use when using Bastion with AKS private clusters, VM scale sets, IP-based access, Kerberos, or hub/spoke VNets, and other Azure Bastion related development tasks. Not for Azure Virtual Network (use azure-virtual-network), Azure Virtual Machines (use azure-virtual-machines), Azure VPN Gateway (use azure-vpn-gateway), Azure Firewall (use azure-firewall).
azure-batch
Expert knowledge for Azure Batch development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when configuring Batch pools/tasks, autoscale, containers, VM/Spot choices, or CI/CD job deployments, and other Azure Batch related development tasks. Not for Azure HDInsight (use azure-hdinsight), Azure Databricks (use azure-databricks), Azure Stream Analytics (use azure-stream-analytics), Azure Functions (use azure-functions).
azure-blob-storage
Expert knowledge for Azure Blob Storage development including troubleshooting, best practices, decision making, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when using Data Lake, NFS/SFTP/BlobFuse, static website hosting, encryption options, or SDK-based blob operations, and other Azure Blob Storage related development tasks. Not for Azure Files (use azure-files), Azure Table Storage (use azure-table-storage), Azure Queue Storage (use azure-queue-storage), Azure NetApp Files (use azure-netapp-files).
azure-blueprints
Expert knowledge for Azure Blueprints development including troubleshooting, architecture & design patterns, security, configuration, and integrations & coding patterns. Use when defining Azure Blueprints, mapping built-in compliance sets, automating via CLI/PowerShell/REST, or fixing assignment errors, and other Azure Blueprints related development tasks. Not for Azure Policy (use azure-policy), Azure Resource Manager (use azure-resource-manager), Azure Managed Applications (use azure-managed-applications), Azure Deployment Environments (use azure-deployment-environments).
azure-boards
Expert knowledge for Azure Boards development including troubleshooting, best practices, decision making, limits & quotas, security, configuration, and integrations & coding patterns. Use when configuring Boards processes, Kanban/WIP, GitHub/Excel integrations, WIQL queries, or permissions, and other Azure Boards related development tasks. Not for Azure DevOps (use azure-devops), Azure Pipelines (use azure-pipelines), Azure Repos (use azure-repos), Azure Test Plans (use azure-test-plans).
azure-bot-service
Expert knowledge for Azure AI Bot Service development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when building Azure bots with Web Chat/Direct Line, Teams, OAuth/SSO, QnA/LUIS, or proactive messaging, and other Azure AI Bot Service related development tasks. Not for Azure Health Bot (use azure-health-bot), Azure Web PubSub (use azure-web-pubsub), Azure Communication Services (use azure-communication-services), Azure App Service (use azure-app-service).
azure-cache-redis
Expert knowledge for Azure Cache for Redis development including troubleshooting, best practices, decision making, architecture & design patterns, security, configuration, integrations & coding patterns, and deployment. Use when configuring geo-replication, persistence, VNet/Private Link, CLI/PowerShell automation, or Blob import/export, and other Azure Cache for Redis related development tasks. Not for Azure Managed Redis (use azure-managed-redis), Azure HPC Cache (use azure-hpc-cache), Azure Blob Storage (use azure-blob-storage), Azure Table Storage (use azure-table-storage).
azure-chaos-studio
Expert knowledge for Chaos Studio development including troubleshooting, limits & quotas, security, configuration, and integrations & coding patterns. Use when defining ARM/Bicep experiments, deploying Chaos Agents, using CLI/REST, or integrating with Azure Monitor, and other Chaos Studio related development tasks. Not for Azure Monitor (use azure-monitor), Azure Resiliency (use azure-resiliency), Azure Reliability (use azure-reliability), Azure Site Recovery (use azure-site-recovery).
azure-cloud-adoption-framework
Expert guidance for planning and executing cloud adoption using Azure Cloud Adoption Framework. Covers strategy, planning, readiness & landing zones, adoption patterns, governance, security, operations & management, organization & teams, and adoption scenarios. Use when designing Azure landing zones, AVS/AKS, SAP/Oracle migrations, AVD/VDI, or AI/analytics platforms, and other Azure Cloud Adoption Framework related development tasks.
azure-cloud-hsm
Expert knowledge for Azure Cloud Hsm development including troubleshooting, best practices, limits & quotas, security, configuration, and integrations & coding patterns. Use when managing Cloud HSM clusters, PKCS#11 apps, key lifecycle, backups/logs, or capacity/algorithm choices, and other Azure Cloud Hsm related development tasks. Not for Azure Dedicated HSM (use azure-dedicated-hsm), Azure Payment Hsm (use azure-payment-hsm), Azure Key Vault (use azure-key-vault), Azure Confidential Computing (use azure-confidential-computing).
azure-cloud-services
Expert knowledge for Azure Cloud Services development including troubleshooting, best practices, decision making, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when managing Cloud Services (extended support), Guest OS versions, Key Vault certs, autoscale rules, or PowerShell automation, and other Azure Cloud Services related development tasks. Not for Azure Networking (use azure-networking), Azure Virtual Machines (use azure-virtual-machines), Azure Resource Manager (use azure-resource-manager), Azure Portal (use azure-portal).
azure-cloud-shell
Expert knowledge for Azure Cloud Shell development including troubleshooting, limits & quotas, and security. Use when handling Cloud Shell storage mounts, session limits, private VNet access, or secure private endpoints, and other Azure Cloud Shell related development tasks. Not for Azure Portal (use azure-portal), Azure Virtual Machines (use azure-virtual-machines), Azure Kubernetes Service (AKS) (use azure-kubernetes-service), Azure Functions (use azure-functions).
azure-cognitive-search
Expert knowledge for Azure AI Search development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when designing indexes, skillsets, vector/semantic search, indexers, private endpoints, or RAG apps, and other Azure AI Search related development tasks. Not for Azure Cosmos DB (use azure-cosmos-db), Azure Data Explorer (use azure-data-explorer), Azure Synapse Analytics (use azure-synapse-analytics).
azure-communication-services
Expert knowledge for Azure Communication Services development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when building ACS calling/chat, SMS/email/WhatsApp, PSTN/phone numbers, Teams interop, or Job Router/contact centers, and other Azure Communication Services related development tasks. Not for Azure AI Bot Service (use azure-bot-service), Azure Notification Hubs (use azure-notification-hubs), Azure SignalR Service (use azure-signalr-service), Azure Web PubSub (use azure-web-pubsub).
azure-confidential-computing
Expert knowledge for Azure Confidential Computing development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when using SGX/SEV-SNP VMs, AKS confidential containers, attestation/SKR, vTPM, or Fortanix/Key Vault, and other Azure Confidential Computing related development tasks. Not for Azure Virtual Enclaves (use azure-virtual-enclaves), Azure Virtual Machines (use azure-virtual-machines), Azure Dedicated HSM (use azure-dedicated-hsm), Azure Attestation (use azure-attestation).
azure-confidential-ledger
Expert knowledge for Azure Confidential Ledger development including decision making, security, integrations & coding patterns, and deployment. Use when configuring Entra auth, ACL roles, UDFs, client SDKs, transaction receipts, or ARM/Terraform deployments, and other Azure Confidential Ledger related development tasks. Not for Azure Confidential Computing (use azure-confidential-computing), Azure Virtual Enclaves (use azure-virtual-enclaves), Azure Key Vault (use azure-key-vault), Azure Dedicated HSM (use azure-dedicated-hsm).
azure-container-apps
Expert knowledge for Azure Container Apps development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when configuring ingress/scale, Entra/OIDC auth, GitHub Actions CI/CD, Dapr integrations, or Java microservices on ACA, and other Azure Container Apps related development tasks. Not for Azure App Service (use azure-app-service), Azure Functions (use azure-functions), Azure Kubernetes Service (AKS) (use azure-kubernetes-service), Azure Spring Apps (use azure-spring-apps).
azure-container-instances
Expert knowledge for Azure Container Instances development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, and deployment. Use when configuring ACI networking, standby pools, GitHub Actions deploys, Spot containers, or GPU workloads, and other Azure Container Instances related development tasks. Not for Azure Container Apps (use azure-container-apps), Azure Kubernetes Service (AKS) (use azure-kubernetes-service), Azure App Service (use azure-app-service), Azure Virtual Machines (use azure-virtual-machines).
azure-container-registry
Expert knowledge for Azure Container Registry development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when using ACR Tasks, geo-replication/connected registries, Defender scans, Notation signing, or AKS/ACI pulls, and other Azure Container Registry related development tasks. Not for Azure Container Apps (use azure-container-apps), Azure Container Instances (use azure-container-instances), Azure Kubernetes Service (AKS) (use azure-kubernetes-service), Azure Red Hat OpenShift (use azure-redhat-openshift).
azure-container-storage
Expert knowledge for Azure Container Storage development including troubleshooting, decision making, limits & quotas, security, and configuration. Use when configuring CMK-encrypted Elastic SAN volumes, ACS pools, LRS/ZRS redundancy, volume resize, or v1 installs, and other Azure Container Storage related development tasks. Not for Azure Blob Storage (use azure-blob-storage), Azure Files (use azure-files), Azure Elastic SAN (use azure-elastic-san), Azure NetApp Files (use azure-netapp-files).
azure-content-safety
Expert knowledge for Azure AI Content Safety development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, and deployment. Use when using Content Safety APIs, Docker containers, blocklists, custom safety categories, or prompt shield, and other Azure AI Content Safety related development tasks. Not for Azure Security (use azure-security), Azure Defender For Cloud (use azure-defender-for-cloud), Azure Sentinel (use azure-sentinel), Azure Web Application Firewall (use azure-web-application-firewall).
azure-copilot
Expert knowledge for Azure Copilot development including troubleshooting, decision making, architecture & design patterns, security, configuration, and integrations & coding patterns. Use when sizing VMs, generating Bicep/Terraform, configuring Cosmos DB storage, or debugging App Service/VM disks, and other Azure Copilot related development tasks. Not for Azure AI services (use microsoft-foundry-tools), Azure Machine Learning (use azure-machine-learning), Azure AI Search (use azure-cognitive-search), Azure AI Bot Service (use azure-bot-service).
workflow-schema-tuning
Use when modifying `resources/workflow-schema.json` in cc-wf-studio to influence how AI agents generate workflows via the cc-workflow-ai-editor skill. Triggers include "AIが特定のノードタイプを選んでくれない", "ワークフロー生成のバイアスを調整したい", "スキーマの description を変えたい", "新しいノードタイプを追加したい", "嘘の制約がスキーマに混じっていないか確認したい". Covers what the schema actually does (instructions to AI, not runtime constraints), the design philosophy (align direction, do not prescribe rules), the build pipeline (.json → .toon auto-generated), and known bias sources to audit.
atrib
Use atrib as your literal substrate for memory, reasoning, and getting smarter over time, not as instrumentation that observes you from the outside. atrib gives the agent seven cognitive primitives (see [D079](../../DECISIONS.md#d079-the-six-core-cognitive-primitives--atribs-agent-facing-surface) and [D106](../../DECISIONS.md#d106-verify-is-promoted-to-cognitive-primitive-7)): three write tools (emit, annotate, revise) that produce signed records on log.atrib.dev, and four read tools (recall, trace, summarize, verify) that query the resulting graph or check supplied evidence. Use them like commands in a shell. Activate at every session start, before consequential decisions, when claims need to be defendable later, when current reasoning contradicts past records, when starting work that builds on prior sessions, or when expressing confidence / uncertainty that should be findable. Provides session-start ritual, the 7-primitive reference, code-shape examples per primitive, informed_by discipline, diagnostic patt
loom
Use Loom MCP tools for code intelligence — symbol search, context packets, blast radius, session primer, delta context, topology insights. Invoke when working on any codebase indexed with `loom analyze .`.
rust-best-practices
Guide for writing idiomatic Rust code based on Apollo GraphQL's best practices handbook. Use this skill when: (1) writing new Rust code or functions, (2) reviewing or refactoring existing Rust code, (3) deciding between borrowing vs cloning or ownership patterns, (4) implementing error handling with Result types, (5) optimizing Rust code for performance, (6) writing tests or documentation for Rust projects.
linear-loop
Loop methodology for Linear — issue taxonomy, triage framework, spec workflow bridge, and template routing for /pm and /linear:* commands. Use when working with Linear issues or running the product loop.
notebooklm-research
Full-autopilot AI research agent powered by Google NotebookLM (notebooklm-py v0.3.4). Ingests sources (URL, text, PDF, DOCX, YouTube, Google Drive), runs deep web research, asks cited questions, and generates 10 native artifact types (audio podcast, video, cinematic video, slide deck, report, quiz, flashcards, mind map, infographic, data table, study guide). Produces original content drafts via Claude, with optional publishing to social platforms via threads-viral-agent integration. Use this skill when the user mentions: NotebookLM, research with sources, create notebook, generate podcast from articles, turn research into content, trending topic research, research pipeline, source-based analysis, cited research answers, generate slides, generate quiz, make flashcards, deep web research, create infographic, compare sources, research report, study guide, source analysis, or knowledge synthesis.
azure-devops-work-items
Guide for creating Azure DevOps work items (Features, User Stories, Tasks). This skill should be used when working with ADO MCP tools to create work items with proper hierarchy and formatting.
assess-findings
Triage static analysis findings, assess merit, and accept noise or irrelevant items
recall
Search memories and decisions to answer questions about past learnings, choices, and context
bridge
BRIDGE Development Pipeline — a multi-agent pipeline that transforms business requirements into delivered technical solutions with client-ready deliverables. Built for development agencies, consultancies, fractional engineering teams, and any team that needs to go from requirements to delivery faster. MUST trigger on: any development request, meeting transcripts, requirement summaries, emails or chats about new projects, "build this", "we need a solution for", "translate these requirements", "design the architecture", client proposals, technology assessments, solution design, data engineering projects, analytics dashboards, API integrations, ETL pipelines, or any request that involves going from business need to technical delivery. Also triggers on: "run the pipeline", "new project", "continue project", "list projects", "/bridge". Integrates 32 Trail of Bits security skills, 13 MCP servers, 12 CLI tools (including Hyperframes for branded visuals and animated explainer videos), and per-phase tooling manifests
agent-behavior-constraints
This skill should be used when handling agent model selection, tool access permissions, behavioral guardrails, MCP tool preferences, or any question about what agents can/cannot do.
graphify-usage
This skill should be used when querying the graphify knowledge graph for structural codebase information, choosing between graph tools and grep, or interpreting graph query results.
personal-kb-usage
This skill should be used when querying the user's personal knowledge base (cross-project personal knowledge graph) for prior learnings, notes, or decisions that apply across projects.
ocr-backend-plugin
ocr uackend plugin
post-processor-integration
post processor integration
home-assistant-manager
Expert-level Home Assistant configuration management with efficient deployment workflows (git and rapid scp iteration), remote CLI access via SSH and hass-cli, automation verification protocols, log analysis, reload vs restart optimization, and comprehensive Lovelace dashboard management for tablet-optimized UIs. Includes template patterns, card types, debugging strategies, and real-world examples.
database-connect
Database MCP server integration for PostgreSQL, MySQL, MongoDB
embedded-ai-deployment
Deploy AI models to embedded hardware using MathWorks tools (MATLAB, Simulink, Embedded Coder). Covers two workflow patterns: (1) MathWorks-native or 3P-imported models rebuilt as dlnetwork for lean hardware (Cortex-M, DSP), (2) direct C/C++ code generation from PyTorch and LiteRT models for high-performance hardware (Cortex-A, x86, GPU). Trigger when: user wants to deploy AI to embedded targets; generate C/CUDA from neural networks; compress AI models for MCU/DSP; integrate AI in Simulink for system-level simulation; import PyTorch/ONNX/TensorFlow models for embedded deployment; optimize AI for resource-constrained hardware; or use loadPyTorchExportedProgram, importNetworkFromPyTorch, dlquantizer, exportNetworkToSimulink, or Embedded Coder with AI models.
mbse-architecture
Use this skill for the architecture phases of an MBSE workflow in MATLAB, when writing idempotent buildXxx.m scripts that produce a three-layer RFLPV architecture (Functional, Logical, Physical) with interface dictionaries, stereotype profiles, allocation sets, and requirements Implement links. Trigger for defining stereotype properties, functional-to-logical / logical-to-physical allocation, mapping requirements to components via slreq Implement links, or running quantitative roll-up analysis on the architecture. Do NOT trigger for ad-hoc structural edits to an already-built System Composer model (adding one component, rewiring a port) — use `building-simulink-models` with `model_edit` for that. Works alongside the `system-composer` skill for detailed SC API patterns.
atc-remediation
Walk through ATC (ABAP Test Cockpit) violations methodically, grouped by category, with concrete fixes per finding. Use when the user asks to fix, remediate, address, or triage ATC findings on an ABAP object, package, or transport. Refuses pseudo-comment suppressions by default. Applies the rule set in ../CLAUDE.md (loaded on invocation). Targets modern ABAP — BTP ABAP Environment and S/4HANA on-prem in the ABAP Cloud development model.
clean-core-check
Check an ABAP object or package for clean core compliance — unreleased APIs, direct SELECT on SAP-owned tables, classic constructs disallowed in ABAP Cloud, modifications to SAP standard. Use when the user asks to audit, verify, or check clean core compliance, ABAP Cloud compatibility, released API usage, or extension point usage. Produces a categorised report with hard violations and soft warnings. Read-only — never writes back. Targets BTP ABAP Environment and S/4HANA on-prem in the ABAP Cloud development model.
rap-bo-design
Design a complete RAP business object end-to-end and create it via the official SAP ABAP MCP. Use when the user asks to design, scaffold, generate, or create a new RAP BO, OData service, Fiori UI service, or RAP managed/unmanaged behavior. Prefers the MCP x-ui-service / ui-service / webapi-service generators; falls back to hand-crafted CDS/BDEF skeletons when no generator fits. Applies the ABAP Cloud / RAP overlay rules in ../CLAUDE.md (loaded on invocation). Targets BTP ABAP Environment and S/4HANA on-prem in the ABAP Cloud development model.
refactor
Refactor existing ABAP code to Clean ABAP style without changing behavior. Use when the user asks to refactor, clean up, modernize, or tidy ABAP code. Applies the rule set in ../CLAUDE.md in deterministic passes (naming, declaration, expression, method shape, error, class) and asks before writing back via MCP. Targets modern ABAP only — BTP ABAP Environment or S/4HANA on-prem in the ABAP Cloud development model.
review
Review existing ABAP code against the Clean ABAP rule set in ../CLAUDE.md (loaded on invocation). Use when the user asks to review, audit, or check ABAP for clean-code violations — magic numbers, naming, method shape, error handling, table reads, classes, etc. Outputs a structured report grouped by severity, ATC-checkable findings first. Targets modern ABAP only — BTP ABAP Environment or S/4HANA on-prem in the ABAP Cloud development model.
agent-context-center
Generate, refresh, or open this repo's Agent Context Center dashboard — a single self-contained offline HTML file that inventories the repo's AI configuration (agents, skills, hooks, commands, MCP servers, rules, docs, open TODOs). Use when the user asks to build, refresh, regenerate, or view that dashboard, and to re-stamp it after editing the repo's AI markdown when a dashboard.html already exists under a provider folder.
distill
Aggregate already-vaulted notes from multiple sessions or sources on a specific topic into a single structured digest note. Use when the user wants to synthesize a completed research thread — 'distill everything I know about X', 'crystallize my notes on Y'. Do NOT use for: promoting session insights to memory (use recap), writing today's session summary (use wrapup), or clearing raw inbox items (use consolidate — distill works on notes already in the vault).
right-cron
Manages cron jobs for this Right Agent agent via MCP tools. Creates, updates, and deletes cron specs stored in the agent database. The Rust runtime handles scheduling and execution automatically. Use when the user mentions cron jobs, scheduled tasks, reminders, one-shot tasks, or recurring tasks.
right-mcp
Finds and adds MCP servers for this Right Agent agent. Searches for OAuth-capable endpoints first (Claude Code / Codex integration docs), falls back to API-key endpoints. All management goes through the user's Telegram dashboard MCP view — the agent never handles credentials directly. Use when the user asks to add, connect, or set up an MCP server or integration.
agenticx-a2a-connector
Guide for using the A2A (Agent-to-Agent) communication protocol in AgenticX including agent discovery, skill invocation, remote agent cards, and distributed agent systems. Use when the user wants agents to communicate with each other, set up distributed agent systems, invoke remote agent skills, or build agent-to-agent workflows.
agenticx-agent-builder
Guide for creating and configuring AgenticX agents with roles, goals, tools, LLM providers, and execution strategies. Use when the user wants to create agents, assign tools to agents, configure LLM backends, set up agent execution, or build multi-agent systems.
agenticx-deployer
Guide for deploying AgenticX agents to production including Docker containerization, Kubernetes orchestration, Volcengine AgentKit cloud deployment, and API server setup. Use when the user wants to deploy agents, containerize applications, set up Kubernetes, configure cloud deployment, or run the AgenticX API server in production.
agenticx-memory-architect
Guide for setting up and using the AgenticX memory system including Mem0 integration, long-term memory, context management, and memory-enhanced agents. Use when the user wants to add memory to agents, persist conversation history, build memory-aware workflows, or integrate with Mem0 for long-term recall.
agenticx-quickstart
AgenticX zero-to-hero quickstart guide. Use when the user wants to get started with AgenticX, create their first project, build their first agent, or run their first workflow. Covers installation, project scaffolding, agent creation, task execution, and CLI basics.
agenticx-skill-manager
Guide for managing AgenticX skills including listing, searching, installing, uninstalling, publishing, and running a skill registry server. Use when the user wants to manage skills, find available skills, publish custom skills, set up a skill registry, or understand the skill ecosystem.
agenticx-tool-creator
Guide for creating custom tools in AgenticX including function decorator tools, MCP tool integration, tool registries, and remote tool access. Use when the user wants to create tools for agents, integrate external APIs as tools, build MCP servers, or extend agent capabilities with custom functions.
agenticx-workflow-designer
Guide for designing and running AgenticX workflows including sequential pipelines, parallel execution, graph-based orchestration, conditional routing, and trigger services. Use when the user wants to create workflows, orchestrate multiple agents, design agent pipelines, or set up complex multi-step processes.
api-gateway
API gateway for calling third-party APIs with managed auth. Use this skill when users want to interact with external services like Slack, HubSpot, Salesforce, Google Workspace, Stripe, and more.
claude-skill-rust
Guide for Rust development including code style, testing, building, and quality checks using cargo tools. Apply when working with Rust code, Cargo.toml, or running cargo commands.
clawsec-nanoclaw
Use when checking for security vulnerabilities in NanoClaw skills, before installing new skills, or when asked about security advisories affecting the bot
ctx-purge
Purge the context-mode knowledge base. Permanently deletes all indexed content and resets session stats. This is destructive and cannot be undone. Trigger: /context-mode:ctx-purge
deep-clean
Full-spectrum consolidation of AI agent configuration files. Goes beyond memory-only dream skills: audits and optimizes context files (CLAUDE.md/AGENTS.md/GEMINI.md/.cursorrules), rules, skills, and memory. Detects stale references, dead file paths, duplicated rules, stack mismatches, contradictions, vague directives, and bloated indexes. Works on any repo, any stack, any agent.
reddit-auth
Reddit authentication management skill. Check login status, log out. Triggered when user asks to check Reddit login status or log out.
reddit-content-ops
Reddit compound content operations skill. Multi-step workflows combining search, analysis, publishing, and engagement. Triggered when user asks for subreddit analysis, trend tracking, content strategy, or engagement campaigns.
reddit-explore
Reddit content discovery skill. Browse subreddits, search posts, view post details, check user profiles. Triggered when user asks to search Reddit, browse subreddits, view posts, or check users.
reddit-interact
Reddit social interaction skill. Comment, reply, upvote, downvote, save posts. Triggered when user asks to comment, reply, vote, or save Reddit posts.
reddit-publish
Reddit content publishing skill. Submit text posts, link posts, and image posts to subreddits. Triggered when user asks to post, submit, or share content on Reddit.
reddit-skills
Reddit automation skill collection. Supports authentication, content publishing, search & discovery, social interactions, and compound operations. Triggered when a user asks to operate Reddit (post, search, comment, login, analyze, upvote, save).
agenticx-a2a-connector
Guide for using the A2A (Agent-to-Agent) communication protocol in AgenticX including agent discovery, skill invocation, remote agent cards, and distributed agent systems. Use when the user wants agents to communicate with each other, set up distributed agent systems, invoke remote agent skills, or build agent-to-agent workflows.
agenticx-agent-builder
Guide for creating and configuring AgenticX agents with roles, goals, tools, LLM providers, and execution strategies. Use when the user wants to create agents, assign tools to agents, configure LLM backends, set up agent execution, or build multi-agent systems.
agenticx-deployer
Guide for deploying AgenticX agents to production including Docker containerization, Kubernetes orchestration, Volcengine AgentKit cloud deployment, and API server setup. Use when the user wants to deploy agents, containerize applications, set up Kubernetes, configure cloud deployment, or run the AgenticX API server in production.
agenticx-memory-architect
Guide for setting up and using the AgenticX memory system including Mem0 integration, long-term memory, context management, and memory-enhanced agents. Use when the user wants to add memory to agents, persist conversation history, build memory-aware workflows, or integrate with Mem0 for long-term recall.
agenticx-quickstart
AgenticX zero-to-hero quickstart guide. Use when the user wants to get started with AgenticX, create their first project, build their first agent, or run their first workflow. Covers installation, project scaffolding, agent creation, task execution, and CLI basics.
agenticx-skill-manager
Guide for managing AgenticX skills including listing, searching, installing, uninstalling, publishing, and running a skill registry server. Use when the user wants to manage skills, find available skills, publish custom skills, set up a skill registry, or understand the skill ecosystem.
agenticx-tool-creator
Guide for creating custom tools in AgenticX including function decorator tools, MCP tool integration, tool registries, and remote tool access. Use when the user wants to create tools for agents, integrate external APIs as tools, build MCP servers, or extend agent capabilities with custom functions.
agenticx-workflow-designer
Guide for designing and running AgenticX workflows including sequential pipelines, parallel execution, graph-based orchestration, conditional routing, and trigger services. Use when the user wants to create workflows, orchestrate multiple agents, design agent pipelines, or set up complex multi-step processes.
api-gateway
API gateway for calling third-party APIs with managed auth. Use this skill when users want to interact with external services like Slack, HubSpot, Salesforce, Google Workspace, Stripe, and more.
claude-skill-rust
Guide for Rust development including code style, testing, building, and quality checks using cargo tools. Apply when working with Rust code, Cargo.toml, or running cargo commands.
clawsec-nanoclaw
Use when checking for security vulnerabilities in NanoClaw skills, before installing new skills, or when asked about security advisories affecting the bot
ctx-purge
Purge the context-mode knowledge base. Permanently deletes all indexed content and resets session stats. This is destructive and cannot be undone. Trigger: /context-mode:ctx-purge
deep-clean
Full-spectrum consolidation of AI agent configuration files. Goes beyond memory-only dream skills: audits and optimizes context files (CLAUDE.md/AGENTS.md/GEMINI.md/.cursorrules), rules, skills, and memory. Detects stale references, dead file paths, duplicated rules, stack mismatches, contradictions, vague directives, and bloated indexes. Works on any repo, any stack, any agent.
reddit-auth
Reddit authentication management skill. Check login status, log out. Triggered when user asks to check Reddit login status or log out.
reddit-content-ops
Reddit compound content operations skill. Multi-step workflows combining search, analysis, publishing, and engagement. Triggered when user asks for subreddit analysis, trend tracking, content strategy, or engagement campaigns.
reddit-explore
Reddit content discovery skill. Browse subreddits, search posts, view post details, check user profiles. Triggered when user asks to search Reddit, browse subreddits, view posts, or check users.
reddit-interact
Reddit social interaction skill. Comment, reply, upvote, downvote, save posts. Triggered when user asks to comment, reply, vote, or save Reddit posts.
reddit-publish
Reddit content publishing skill. Submit text posts, link posts, and image posts to subreddits. Triggered when user asks to post, submit, or share content on Reddit.
reddit-skills
Reddit automation skill collection. Supports authentication, content publishing, search & discovery, social interactions, and compound operations. Triggered when a user asks to operate Reddit (post, search, comment, login, analyze, upvote, save).
agenticx-a2a-connector
Guide for using the A2A (Agent-to-Agent) communication protocol in AgenticX including agent discovery, skill invocation, remote agent cards, and distributed agent systems. Use when the user wants agents to communicate with each other, set up distributed agent systems, invoke remote agent skills, or build agent-to-agent workflows.
agenticx-agent-builder
Guide for creating and configuring AgenticX agents with roles, goals, tools, LLM providers, and execution strategies. Use when the user wants to create agents, assign tools to agents, configure LLM backends, set up agent execution, or build multi-agent systems.
agenticx-deployer
Guide for deploying AgenticX agents to production including Docker containerization, Kubernetes orchestration, Volcengine AgentKit cloud deployment, and API server setup. Use when the user wants to deploy agents, containerize applications, set up Kubernetes, configure cloud deployment, or run the AgenticX API server in production.
agenticx-memory-architect
Guide for setting up and using the AgenticX memory system including Mem0 integration, long-term memory, context management, and memory-enhanced agents. Use when the user wants to add memory to agents, persist conversation history, build memory-aware workflows, or integrate with Mem0 for long-term recall.
agenticx-quickstart
AgenticX zero-to-hero quickstart guide. Use when the user wants to get started with AgenticX, create their first project, build their first agent, or run their first workflow. Covers installation, project scaffolding, agent creation, task execution, and CLI basics.
agenticx-skill-manager
Guide for managing AgenticX skills including listing, searching, installing, uninstalling, publishing, and running a skill registry server. Use when the user wants to manage skills, find available skills, publish custom skills, set up a skill registry, or understand the skill ecosystem.
agenticx-tool-creator
Guide for creating custom tools in AgenticX including function decorator tools, MCP tool integration, tool registries, and remote tool access. Use when the user wants to create tools for agents, integrate external APIs as tools, build MCP servers, or extend agent capabilities with custom functions.
agenticx-workflow-designer
Guide for designing and running AgenticX workflows including sequential pipelines, parallel execution, graph-based orchestration, conditional routing, and trigger services. Use when the user wants to create workflows, orchestrate multiple agents, design agent pipelines, or set up complex multi-step processes.
api-gateway
API gateway for calling third-party APIs with managed auth. Use this skill when users want to interact with external services like Slack, HubSpot, Salesforce, Google Workspace, Stripe, and more.
claude-skill-rust
Guide for Rust development including code style, testing, building, and quality checks using cargo tools. Apply when working with Rust code, Cargo.toml, or running cargo commands.
clawsec-nanoclaw
Use when checking for security vulnerabilities in NanoClaw skills, before installing new skills, or when asked about security advisories affecting the bot
ctx-purge
Purge the context-mode knowledge base. Permanently deletes all indexed content and resets session stats. This is destructive and cannot be undone. Trigger: /context-mode:ctx-purge
deep-clean
Full-spectrum consolidation of AI agent configuration files. Goes beyond memory-only dream skills: audits and optimizes context files (CLAUDE.md/AGENTS.md/GEMINI.md/.cursorrules), rules, skills, and memory. Detects stale references, dead file paths, duplicated rules, stack mismatches, contradictions, vague directives, and bloated indexes. Works on any repo, any stack, any agent.
reddit-auth
Reddit authentication management skill. Check login status, log out. Triggered when user asks to check Reddit login status or log out.
reddit-content-ops
Reddit compound content operations skill. Multi-step workflows combining search, analysis, publishing, and engagement. Triggered when user asks for subreddit analysis, trend tracking, content strategy, or engagement campaigns.
reddit-explore
Reddit content discovery skill. Browse subreddits, search posts, view post details, check user profiles. Triggered when user asks to search Reddit, browse subreddits, view posts, or check users.
reddit-interact
Reddit social interaction skill. Comment, reply, upvote, downvote, save posts. Triggered when user asks to comment, reply, vote, or save Reddit posts.
reddit-publish
Reddit content publishing skill. Submit text posts, link posts, and image posts to subreddits. Triggered when user asks to post, submit, or share content on Reddit.
reddit-skills
Reddit automation skill collection. Supports authentication, content publishing, search & discovery, social interactions, and compound operations. Triggered when a user asks to operate Reddit (post, search, comment, login, analyze, upvote, save).
literature-search
Run the canonical literature search bridge for one evidence query and persist traceable evidence artifacts.
e2e-chrome-devtools
Visual smoke test using Chrome DevTools MCP against a running web app (local or production). Navigates key pages, captures screenshots, inspects console errors, network failures, runs Lighthouse audits, tests mobile/dark-mode emulation, and traces performance. Use this skill whenever the user says "smoke test", "visual test with chrome", "chrome devtools test", "visual QA", "devtools smoke", "visual e2e", "test with real browser", "test no chrome", "teste visual", "smoke visual", or wants to audit a running app through the real Chrome browser (not Playwright). Also use when the user asks to check console errors, network failures, or Lighthouse scores on a live page via Chrome DevTools MCP.
mcp-builder
MCP (Model Context Protocol) server building principles. Tool design, resource patterns, best practices.
docx-editing
Surgically edit existing (brownfield) .docx files with formatting preservation and tracked changes via the Safe-DOCX MCP server. Use when reading, searching, editing, commenting on, or comparing Word documents — not for from-scratch generation.
preset-api
Prepare direct Preset API access: auth, JWT exchange, base URLs, pagination, Rison parameters, response handling, and shared API setup. Use only for direct API workflows; Do not use for MCP-only work.
preset-mcp
Route Superset MCP tool workflows, source-of-truth checks, and surface-boundary decisions. Use only for MCP tool workflows; do not use for direct API work.
preset-mcp-sqllab
Use Superset MCP tools for SQL execution, SQL Lab links, and saved SQL queries. Use only for MCP tool workflows; do not use for direct API work.
preset-mcp-visualization
Use Superset MCP tools for Explore links, chart configuration discovery, chart previews, saved charts, and chart updates. Use only for MCP tool workflows; do not use for direct API work.
boss-briefing
Vault health check — workflow pattern analysis, profile sync, session gap recovery, persona rule proposals
briefing-vault
Initialize, manage, and search the per-project .briefing/ vault. Obsidian-compatible persistent knowledge base.
m3-export
GDPR Article 20 — export all memories you own as portable JSON.
m3-find-in-chat
Search captured chat-log turns from your prior Claude / Gemini / Antigravity sessions.
m3-search
Hybrid memory search — FTS5 + semantic vector + MMR diversity rerank.
mcp-audit
Audit the project's configured MCP servers against the trust allowlist (.claude/mcp-allowlist.txt) that .claude/hooks/mcp-gate.sh enforces. Lists each configured server, flags servers that are NOT allowlisted (so their tool calls would be blocked or, if the gate is off, run untrusted), and surfaces prompt-injection / supply-chain risk. Use when adding or reviewing MCP servers, before turning on the gate, or when an mcp__* tool call was blocked. Do NOT use to install MCP servers or to run their tools.
2d-art-pipeline
Generate, postprocess, validate, and integrate 2D game art assets for Godot projects through a local Forge/A1111-compatible image backend.
clusterlog-review
Analyzes Windows Server Failover Cluster (WSFC) CLUSTER.LOG files for Always On Availability Group root-cause diagnosis. Use this skill when an availability group has gone offline, a failover occurred unexpectedly, or a node was evicted, and you need to identify the WSFC-level cause that SQL Server DMVs cannot see. Applies 30 checks (L1–L30) covering lease timeouts, health check failures, quorum loss, node eviction, network partition, RHS crashes, AG resource transitions, Cloud Witness, Azure Arc, and Contained AG.
errorlog-review
Analyzes SQL Server ERRORLOG files for operational issues, availability group failures, memory pressure, I/O subsystem warnings, and security events. Use this skill whenever a SQL Server instance has experienced unexpected behavior, an AG failover, memory warnings, I/O latency alerts, or abnormal shutdown, and you need a structured timeline of what SQL Server recorded. Applies 33 checks (E1–E33) covering AG health, memory/resource pressure, I/O and storage, startup/shutdown, connectivity, configuration signals, and SQL 2019/2022 modern feature events.
hadr-health-review
Analyzes sys.dm_hadr_* DMV output to assess Always On Availability Group replica health, synchronization state, secondary lag, redo and log send queue sizes, and configuration gaps. Use this skill when an availability group is behaving unexpectedly, a secondary replica is lagging, data loss is a concern, or you need a SQL-side snapshot of AG health to complement CLUSTER.LOG and ERRORLOG diagnostics. Applies 27 checks (H1–H27) covering replica connectivity, data loss risk, recovery time, throughput, configuration, and SQL 2016–2022 modern AG features.
mssql-performance-review
Agentic offline orchestrator for end-to-end SQL Server performance reviews. Forms hypotheses from artifacts or symptoms, dispatches the specialised review skills (tsql-review, sqlplan-review, sqlwait-review, sqlstats-review, sqltrace-review, sqlquerystore-review, sqlprocstats-review, sqldeadlock-review, sqlhadr-review, sqlclusterlog-review, sqlerrorlog-review, sqlspn-review, sqlplan-compare, sqlindex-advisor, sqlplan-batch, sqlmemory-review, sqldiskio-review, sqlencryption-review, sqldbconfig-review, sqlbootstraplog-review), runs an adversarial check on the primary root cause, and produces a consolidated fix priority with explicit evidence chain, risk, and rollback for each recommendation. Use this skill whenever a user has mixed SQL Server artifacts (.sqlplan, .sql, statistics output, trace data, wait stats, deadlock XML, AG / cluster / ERRORLOG, setspn output, Query Store, procstats, memory clerks, file I/O stats, encryption audit, sp_configure output, setup bootstrap logs) and is not sure which specialised
procstats-review
Analyze SQL Server procedure/trigger/function runtime stats collected from sys.dm_exec_procedure_stats into collect.proc_stats. Applies 25 checks (R1–R25) across five categories — top consumers, per-execution efficiency, pattern detection, trend analysis, and advanced runtime patterns. Use when pasting output from the report queries in scripts/collection/04_report_queries.sql.
query-store-review
Analyze SQL Server Query Store data to identify regressed queries, plan instability, top resource consumers, query-level wait patterns, configuration issues, and SQL 2019/2022 IQP/PSP/DOP/CE feedback signals. Applies 32 checks (Q1–Q32). Use when a user pastes Query Store DMV output or asks about workload performance trends.
spn-review
Analyzes SQL Server SPN (Service Principal Name) configuration and Kerberos delegation settings to diagnose authentication failures, NTLM fallback, and double-hop connectivity problems. Use this skill when users receive Kerberos errors, linked servers fall back to NTLM, AG listener connections fail, or constrained delegation is needed for a middle-tier application, and you need to identify missing, duplicate, or misconfigured SPNs and delegation settings. Applies 40 checks (K1–K40) covering SPN presence, service account binding, AG listener and alias, permissions, Kerberos delegation, AD account sensitivity, Azure AD hybrid, and advanced gMSA/FCI/delegation scenarios.
sqlbootstraplog-review
Analyze SQL Server Setup Bootstrap log files to diagnose failed installations, failed Cumulative Update or Service Pack patching, failed cluster node operations, and risky setup-time configuration. Parses Summary.txt, Detail.txt, MSI/MSP logs, ConfigurationFile.ini, and SystemConfigurationCheck_Report content from the Setup Bootstrap Log folder. Applies 24 checks (U1–U24) covering final-result failure and exit-code extraction, failed setup rules (pending reboot, disk space, account permissions, prerequisites, cluster rules), Detail.txt exception forensics, MSI "Return value 3" patterns, and ConfigurationFile.ini review (service accounts, instant file initialization, TempDB layout, mixed authentication, feature sprawl, directory placement). Use this skill whenever SQL Server setup, an in-place upgrade, a patch, or add/remove node fails, or when a user pastes Summary.txt, Detail.txt, or ConfigurationFile.ini content.
sqlclusterlog-review
Analyzes Windows Server Failover Cluster (WSFC) CLUSTER.LOG files for Always On Availability Group root-cause diagnosis. Use this skill when an availability group has gone offline, a failover occurred unexpectedly, or a node was evicted, and you need to identify the WSFC-level cause that SQL Server DMVs cannot see. Applies 30 checks (L1–L30) covering lease timeouts, health check failures, quorum loss, node eviction, network partition, RHS crashes, AG resource transitions, Cloud Witness, Azure Arc, and Contained AG.
sqldeadlock-review
Analyze SQL Server deadlock XML (from system_health XE session, SSMS deadlock graph, or trace) to identify root cause and produce a prioritized remediation plan. Applies 16 known deadlock patterns (P1–P16). Use when a deadlock monitor captures a graph or users report intermittent deadlock errors (error 1205).
sqldiskio-review
Analyze SQL Server file-level I/O latency and auto-growth events using sys.dm_io_virtual_file_stats, sys.master_files, and default trace auto-growth records. Applies 15 checks (Z1–Z15) covering data and log file latency thresholds, hot file detection, stall ratio analysis, data and log placement on the same volume, TempDB co-location with user databases, auto-growth event frequency and sizing, file growth during production hours, system drive file placement, and multi-snapshot I/O trend analysis. Use this skill whenever a DBA suspects slow I/O, queries show PAGEIOLATCH or WRITELOG waits, or a file grew unexpectedly. Trigger when pasting output from sys.dm_io_virtual_file_stats or sys.master_files.
sqlencryption-review
Analyze SQL Server encryption posture across all layers — TDE, Always Encrypted, cell-level encryption, backup encryption, transport/TLS, certificate lifecycle, asymmetric and symmetric key management, DMK/SMK key hierarchy including sp_control_dbmasterkey_password and SSISDB, EKM/AKV, sensitivity-classification gaps, TLS hardening, AE enclave/driver, operational key lifecycle, SQL Ledger, Azure encryption, dynamic data masking patterns, and PCI-DSS/HIPAA/GDPR/FedRAMP/CMMC/NY-DFS compliance. Applies 112 checks (A1–A112) across 20 categories. Use this skill when reviewing database security posture, preparing for a compliance audit, investigating a key exposure, troubleshooting SSISDB or DMK auto-open failures, or whenever output from sys.dm_database_encryption_keys, sys.certificates, sys.symmetric_keys, sys.master_key_passwords, msdb.dbo.backupset, sys.dm_exec_connections, sys.ledger_*, sys.masked_columns, or sys.sensitivity_classifications is pasted. Trigger for questions about TDE setup, Always Encrypted con
sqlerrorlog-review
Analyzes SQL Server ERRORLOG files for operational issues, availability group failures, memory pressure, I/O subsystem warnings, and security events. Use this skill whenever a SQL Server instance has experienced unexpected behavior, an AG failover, memory warnings, I/O latency alerts, or abnormal shutdown, and you need a structured timeline of what SQL Server recorded. Applies 33 checks (E1–E33) covering AG health, memory/resource pressure, I/O and storage, startup/shutdown, connectivity, configuration signals, and SQL 2019/2022 modern feature events.
sqlhadr-review
Analyzes sys.dm_hadr_* DMV output to assess Always On Availability Group replica health, synchronization state, secondary lag, redo and log send queue sizes, and configuration gaps. Use this skill when an availability group is behaving unexpectedly, a secondary replica is lagging, data loss is a concern, or you need a SQL-side snapshot of AG health to complement CLUSTER.LOG and ERRORLOG diagnostics. Applies 27 checks (H1–H27) covering replica connectivity, data loss risk, recovery time, throughput, configuration, and SQL 2016–2022 modern AG features.
sqlindex-advisor
Analyze SQL Server execution plans to produce a ranked CREATE INDEX script. Applies 10 checks (D1–D10). Derives index recommendations from operator patterns (Key Lookups, scans, sorts, spools, nested loops, filtered index opportunities, hash match probe-side scans — D1–D10) and the optimizer's explicit MissingIndexGroup suggestions. Also accepts sys.dm_db_missing_index_details + sys.dm_db_missing_index_group_stats DMV output directly, without a plan file. Use this skill whenever a user wants index recommendations from an execution plan; asks what indexes would help a query; mentions Key Lookup, index scan, missing index, filtered index, or covering index; or asks to generate CREATE INDEX statements. Trigger after sqlplan-review findings or directly on any .sqlplan file or missing index DMV output.
sqlmemory-review
Analyze SQL Server memory pressure using buffer pool metrics, plan cache composition, memory grants, and memory clerk data. Applies 20 checks (O1–O20) covering Page Life Expectancy degradation, single-use plan cache bloat, RESOURCE_SEMAPHORE queue depth, memory grant timeouts, buffer pool concentration, ColumnStore and In-Memory OLTP footprint, OS memory pressure notifications, and server memory configuration. Use this skill when the server is paging, queries queue for memory grants, or PLE is low and dropping. Trigger when pasting output from sys.dm_os_memory_clerks, sys.dm_os_ring_buffers, sys.dm_exec_query_memory_grants, or PLE perf counters.
sqlplan-batch
Batch-analyze a folder of SQL Server .sqlplan files and produce a summary dashboard of the top issues, most common check violations, and deduplicated missing indexes across all plans. Use this skill whenever a user has a folder or collection of .sqlplan files; asks for a workload-level summary across multiple plans; wants to find systemic patterns across a captured workload; or doesn't know which plan to look at first. Trigger after any workload capture that produced multiple .sqlplan files — offer this before individual sqlplan-review calls.
sqlplan-compare
Diff two SQL Server execution plans (baseline vs regression) to identify what changed — join strategies, memory grants, operator topology, new warnings, and missing indexes. Applies 20 checks (C1–C20). Use when a query regressed after a deployment, statistics update, schema change, or SQL Server version upgrade.
sqlplan-deadlock
Analyze SQL Server deadlock XML (from system_health XE session, SSMS deadlock graph, or trace) to identify root cause and produce a prioritized remediation plan. Applies 16 known deadlock patterns (P1–P16). Use when a deadlock monitor captures a graph or users report intermittent deadlock errors (error 1205).
sqlplan-index-advisor
Analyze SQL Server execution plans to produce a ranked CREATE INDEX script. Derives index recommendations from operator patterns (Key Lookups, scans, sorts, spools, nested loops — D1–D8) and the optimizer's explicit MissingIndexGroup suggestions. Use this skill whenever a user wants index recommendations from an execution plan; asks what indexes would help a query; mentions Key Lookup, index scan, missing index, or covering index; or asks to generate CREATE INDEX statements. Trigger after sqlplan-review findings or directly on any .sqlplan file.
sqlplan-review
Analyze SQL Server execution plans for performance anti-patterns, bottleneck identification, and actionable fix recommendations. Applies 108 checks (S1–S36 statement-level, N1–N72 node-level) covering memory grants, parallelism, cardinality errors, spills, scans, index usage, IQP/PSP features, ADR, and CE feedback. Use this skill whenever a user pastes a .sqlplan file or XML, shares an SSMS execution plan, asks why a query is slow or regressed after a deployment or stats update, mentions a specific operator (Key Lookup, Hash Match, Sort, Nested Loops, Scan), asks about memory grants, spills, compile timeout, parameter sniffing, or plan shape. Also trigger when the user uploads a .sqlplan file, describes a plan tree verbally, or asks for execution plan review, plan analysis, or query tuning help.
sqlprocstats-review
Analyze SQL Server procedure/trigger/function runtime stats collected from sys.dm_exec_procedure_stats into collect.proc_stats. Applies 25 checks (R1–R25) across five categories — top consumers, per-execution efficiency, pattern detection, trend analysis, and advanced runtime patterns. Use when pasting output from the report queries in scripts/collection/04_report_queries.sql.
sqlquerystore-review
Analyze SQL Server Query Store data to identify regressed queries, plan instability, top resource consumers, query-level wait patterns, configuration issues, and SQL 2019/2022 IQP/PSP/DOP/CE feedback signals. Applies 32 checks (Q1–Q32). Use when a user pastes Query Store DMV output or asks about workload performance trends.
sqlspn-review
Analyzes SQL Server SPN (Service Principal Name) configuration and Kerberos delegation settings to diagnose authentication failures, NTLM fallback, and double-hop connectivity problems. Use this skill when users receive Kerberos errors, linked servers fall back to NTLM, AG listener connections fail, or constrained delegation is needed for a middle-tier application, and you need to identify missing, duplicate, or misconfigured SPNs and delegation settings. Applies 40 checks (K1–K40) covering SPN presence, service account binding, AG listener and alias, permissions, Kerberos delegation, AD account sensitivity, Azure AD hybrid, and advanced gMSA/FCI/delegation scenarios.
sqlstats-review
Parse and analyze SQL Server SET STATISTICS IO, TIME ON output. Extracts per-table IO metrics and per-statement CPU/elapsed times, computes % logical read share, detects 27 performance patterns (I1–I18 IO checks, W1–W9 time checks). Use when a user pastes SSMS statistics output or asks why a query does too much I/O.
sqltrace-review
Analyze SQL Server trace files and Extended Events output to identify workload-level performance patterns. Applies 25 checks (X1–X12 event-level, X13–X25 workload aggregate) covering long-running queries, high-frequency N+1 patterns, parameter sniffing signals, recompilations, lock timeouts, hash/sort warnings, top resource consumers, and SQL 2019/2022 modern feature events. Use when a user provides Profiler trace output, sys.fn_trace_gettable() results, or Extended Events session data.
sqlwait-review
Analyze SQL Server wait statistics to identify why the server or a session is slow. Applies 44 checks (V1–V44) covering I/O, locks, parallelism, memory, CPU, TempDB, log I/O, network, latch contention, log space exhaustion, poison/throttle waits, backup I/O, insert hotspots, cumulative skew detection, multi-snapshot trend analysis, In-Memory OLTP, Columnstore, Query Store, Transaction/DTC, Service Broker, Full Text Search, Parallel Redo, forced memory grants, grant timeouts, stolen memory, file I/O latency, SQL 2019/2022 IQP/PSP/ADR feature waits, and TempDB memory-optimized metadata contention. Based on community wait statistics methodology. Use when pasting sys.dm_os_wait_stats or sys.dm_exec_requests output.
tsql-review
Analyze raw T-SQL source code for anti-patterns, security risks, and static performance smells. Applies 85 checks (T1–T85) across structural, correctness, security, deprecated syntax, performance, and SQL 2017–2022 modern syntax categories. Use this skill whenever a user pastes a stored procedure, function, view, trigger, or ad-hoc SQL and asks for a review; asks if code is safe, correct, or optimized; mentions implicit conversions, missing indexes, SET options, or cursor usage; or wants a code review before deploying to production. No execution plan required — trigger for any T-SQL review request.
siyuan-mcp-sisyphus
Operate SiYuan notes via 8 aggregated MCP tools (notebook/document/block/file/search/tag/system/mascot). Covers path semantics, permissions, block editing, search, tags, export, and mascot actions.
hmem-setup
Interactive setup guide for hmem. Run this skill to install and configure the hmem MCP server — installs dependencies, configures .mcp.json, deploys skill files, and registers auto-memory hooks for Claude Code, Gemini CLI, or OpenCode.
add-integration
Use when the user wants to add a new MCP server integration — connect a custom tool, API, or service to the plugin by configuring it in .mcp.json with proper credentials and testing.
connect
Use when the user wants to set up a specific MCP connector — get step-by-step instructions for connecting a service like Google Ads, Salesforce, Mailchimp, etc. to the plugin.
credential-switch
Use when the user wants to switch the active brand credential profile for multi-client management — activates the correct API keys for all MCP servers connected to that brand.
data-import
Use when the user wants to import data into a connected platform — CRM contacts, email lists, audience segments, competitor data, or campaign data from CSV, JSON, or Google Sheets.
agent-mgmt
Spawn, list, inspect, and stop sub-agents through the wrapper. Sub-agent config travels as a JSON-serialized string. Flat parameter surface.
claude-cli-wrapper
Hub for the claude-cli-wrapper MCP server — execute, session, context, review, agent, and config tools. Routes to spoke skills.
config
Read, write, and validate the wrapper's local config file. Config blob is a JSON-serialized string. Source of truth: config-file.md.
context
Attach, replace, and inspect context payloads for Claude Code sessions. Complex structures travel as JSON-serialized strings.
execute
Execute Claude Code CLI invocations via the claude-cli-wrapper MCP server. Run prompts with mode, effort, output_format enums.
review
Run structured code review passes via the wrapper — flat params, mode/effort/output_format enums, return pass/fail findings as a string.
session
Manage Claude Code CLI sessions via the claude-cli-wrapper MCP server — create, list, resume, end. Session IDs are UUID v4.
tool-design
This skill should be used when the user asks to "design agent tools", "create tool descriptions", "reduce tool complexity", "implement MCP tools", or mentions tool consolidation, architectural reduction, tool naming conventions, or agent-tool interfaces.
kickgeist
Play and predict World Cup 2026 matches on KICKGEIST through your AI agent. Use this whenever someone wants to predict a match outcome (home win / draw / away win), start or join a prediction group with friends, or check this agent's own KICKGEIST points, accuracy, streaks, or rank. KICKGEIST is a free, zero-money, group-first social prediction game (no money, no in-app purchases, never gambling). Connect via the KICKGEIST MCP server at https://mcp.kickgeist.com/mcp.
cua-driver
Drive a native macOS app via the cua-driver CLI (default) or MCP server — snapshot its AX tree, click/type/scroll by element_index, verify via re-snapshot. Use when the user asks you to operate, drive, automate, or perform a GUI task in a real macOS application on the host (e.g. "open a file in TextEdit", "navigate to /Applications in Finder", "click the Save button in Numbers").
nature-academic-search
Multi-source literature search, citation verification, MeSH search strategy, citation file management (.nbib/.ris/.bib conversion), and reference management (BibTeX, related articles, ID conversion) via MCP tools (PubMed, CrossRef, arXiv). Use when the user needs coordinated multi-step literature workflows beyond a single MCP call.
ios-debugger-agent
Use XcodeBuildMCP to build, run, launch, and debug the current iOS project on a booted simulator. Trigger when asked to run an iOS app, interact with the simulator UI, inspect on-screen state, capture logs/console output, or diagnose runtime behavior using XcodeBuildMCP tools.
create-pr
Create a pull request for the current session. Use when the user wants to open a PR with the session's changes.
algorithmic-art
Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.
babysit-pr
Babysit a GitHub pull request after creation by continuously polling review comments, CI checks/workflow runs, and mergeability state until the PR is merged/closed or user help is required. Diagnose failures, retry likely flaky failures up to 3 times, auto-fix/push branch-related issues when appropriate, and keep watching open PRs so fresh review feedback is surfaced promptly. Use when the user asks Claude to monitor a PR, watch CI, handle review comments, or keep an eye on failures and feedback on an open PR.
changelog-review
Claude Code documentation expert. Fetches live official docs to answer questions about Claude Code features, or diffs changelogs between versions to show what changed. Use when the user asks about Claude Code capabilities, hook events, skills, subagents, MCP servers, settings, CLI flags, or asks what changed between two versions.
dark-terminal-doc
Create rich technical HTML documents — comparison tables, reference sheets, feature breakdowns, changelogs, release notes — using a dark terminal-inspired design system. Use when the user asks to produce a polished HTML doc, reference page, or technical comparison that should look sharp and developer-facing. Triggers on: "make a comparison table", "write a reference doc", "create a feature breakdown", "produce a technical document", "styled HTML doc".
docs-review
Audit and fix every Markdown doc in this repo (README.md + docs/**) — visual cleanliness, freshness vs git history, removal of stray plan/work files, and validity of all links. Use whenever the user wants a docs sweep, refresh, audit, cleanup, link-check, or consistency pass.
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
mcp-pagination
When using MCP tools that support pagination (Jira, Slack, Google Calendar, Trino, GitHub, etc.), ALWAYS include pagination parameters. Use this skill whenever working with list/search MCP operations to enforce mandatory pagination.
plan-dev
Plan development work — structure tasks into phases, review with user, then create GitHub issues. Use when the user asks to plan, decompose, structure, organize, or break down a task, spec, issue URL, or list of fixes into phases before coding.
pr-dev
Manage PR lifecycle — fetch fresh PR state, address every unresolved review thread, fix CI, get user approval, then squash-merge and clean up. Use when the user wants to drive a PR through review and merge.
repo-polish
Take a personal project directory, scan for employer IP, clean it up, and scaffold world-class repo infrastructure (README, user docs, engineering docs, CI/CD, PR templates, CLAUDE.md, CHANGELOG, CONTRIBUTING, LICENSE), then upload to GitHub account TamirCohen28 after approval. Trigger on: 'polish this repo', 'prepare project for GitHub', 'make it public-ready', 'clean up and publish', 'world-class repo', 'repo-polish', or any request to prepare a project for open-source / personal GitHub release.
start-dev
Start development — create worktree, implement tasks, validate, push, and open a PR. Use when the user has approved a plan or wants to begin coding from a GitHub issue, task description, or spec file. Covers everything from 'here's what to build' to 'PR is open for review'.
targeted-debug
Focused debug of a specific production issue — read only files named in the stack trace, error message, or user input; form a hypothesis from observable evidence; do NOT explore the codebase broadly. Use when the user wants to understand a specific bug or error WITHOUT spinning up a full /investigate pipeline.
task-audit
Audit a completed development task or branch — review git diff quality, commit conventions, test coverage of changed files, leftover TODO/FIXME markers, and overall PR readiness. Use after finishing an implementation task to verify quality before requesting review.
appstore-revenuecat-sync
Reconcile App Store Connect subscriptions/IAPs with RevenueCat products, entitlements, offerings, and packages using `asc` plus RevenueCat MCP. Use for catalog bootstrap, drift audits, and deterministic product mapping.
cognee-quickstart
Set up Cognee for MISHKAN — choose the install path, create a clean Python env, configure LLM/embedding providers and (optionally) PostgreSQL/Neo4j backends, and wire it to the harness. Use before first bringing up the knowledge graph, or when Cognee setup hits friction (Python version, venv, API keys, optional extras). Mirrors Cognee's official LLM quickstart skill.
codebase-navigator
Token-efficient codebase navigation skill. Use this whenever the user wants to explore, understand, or find anything in their codebase — folder structure, entry points, config files, where a feature lives, or a specific file by name/purpose. Triggers on: "navigate my codebase", "explore the project", "find the file for X", "where is the code for Y", "show me the structure", "what's the entry point", "find config files", "understand this repo". Prefer this over raw `view` calls on directories.
nexus
Use for persistent TODO capture, daily brief retrieval, and shared Codex/Claude operating rules. Trigger on remember/track/follow-up requests, "nexus add/show/brief", or policy/workflow questions across Slack, Outlook, and Jira contexts. When in doubt, use this skill.
nexus-architecture
Use for codebase architecture mapping, coupling analysis, bounded-context discovery, monolith-split planning, and deployment-safety impact checks. Trigger on system-structure, service-boundary, dependency-map, or extraction questions, including "what breaks if deployed" validation requests. When in doubt, use this skill.
nexus-code-review
Use for senior-level PR or diff review focused on correctness, regressions, security, migration risk, and deploy safety. Trigger on "review this PR", pasted diffs/branch links, or requests for merge-readiness and missed-issue analysis. When in doubt, use this skill.
nexus-debugging
Use when something is failing, regressing, or behaving unexpectedly and the goal is root-cause analysis, narrowest fix, and verification. Covers CI/CD, tests, runtime, deployment, and tooling failures. Output should be RCA + fix + prevention, not design options. When in doubt, use this skill.
nexus-infra
Use for infrastructure design, deployment architecture, cloud cost planning, or infra audits. Trigger on IaC reviews, "what should I deploy with", bill spikes, production-readiness checks, and paid-to-cheaper replacement requests. Route to design, evaluate, or free-alternatives flow. When in doubt, use this skill.
nexus-observability
Use for correlated API failures, cascading errors, and distributed-system incident tracing. Trigger on multi-service error spikes, dependency-chain analysis, circuit-breaker events, or requests to identify origin service and blast radius from logs/metrics across components. When in doubt, use this skill.
nexus-performance
Use for memory, CPU, latency, and query-performance investigations, plus dependency-upgrade blast-radius analysis. Trigger on leak/OOM/profiling/regression reports or "what breaks if I upgrade X." Route to memory-leak or dependency-blast-radius workflow based on intent. When in doubt, use this skill.
nexus-planning
Use when direction is known and the user needs an execution-ready plan: scope, sequencing, dependencies, risks, validation, rollout, and rollback. Applies to features, migrations, infra, and architecture changes. Prefer exploring first only if approach selection remains uncertain. When in doubt, use this skill.
nexus-prd
Elite PRD generation skill. Use when the user wants to write, draft, create, or generate a Product Requirements Document (PRD). Trigger on: "write a PRD", "create a PRD", "draft requirements for", "help me write product requirements", "I have a feature idea", "turn this into a PRD", "product spec for", "requirements doc for", "I need a PRD for". Also trigger when given rough notes, a feature description, or a product concept and asked to structure it formally. When in doubt, use this skill.
nexus-reliability
Use for production incidents, outages, and service degradations, plus release-readiness gate checks. Trigger on 500 spikes, SLA breaches, latency/error surges, on-call alerts, rollback decisions, and RCA/post-mortem requests. Prioritize stabilization, timeline reconstruction, and evidence-led actions. When in doubt, use this skill.
nexus-shorts
Use to convert any input into a ready-to-record YouTube Shorts script. Trigger on requests for 30-second scripts, hooks, reels/short-form video copy, or pasted topics/articles/bullets/URLs needing concise high-retention narration with CTA. When in doubt, use this skill.
nexus-skill-writer-md
Use for creating, refactoring, or debugging skills and improving SKILL.md trigger quality. Trigger on "write/create/update/improve skill", trigger-miss complaints, pasted-skill feedback, or repeated workflows that should be skillized. Output production-ready skill structure and routing logic. When in doubt, use this skill.
nexus-testing
Use for flaky or nondeterministic tests, especially local-vs-CI inconsistencies. Trigger on intermittent failures, race/timing symptoms, retry-only greens, or unexplained skip/xfail markers. Output should isolate reproducible cause, narrowest durable fix, and prevention guidance. When in doubt, use this skill.
nexus-tutorial
Use for creating executable Jupyter tutorials and AI engineering walkthroughs with runnable cells. Trigger on requests for step-by-step guides, notebook-based teaching, or shareable code-first learning content. Prioritize reproducibility, clarity, and copy-paste-ready outputs. When in doubt, use this skill.
csharp-code-style
Mandatory C# code style rules for naming, formatting, post-edit cleanup, and modern C# syntax. Use whenever Codex creates, modifies, reviews, refactors, or explains C# code or project files, including .cs, .csproj, and .NET project work.
lidguard-implementation-map
LidGuard repository structure and design constraints. Use when working on repository shape, subsystem ownership boundaries, Commons/App/Notifications layout, platform-specific files, NativeAOT constraints, or architectural constraints.
lidguard-mcp-runtime
LidGuard MCP runtime reference. Use when working on regular MCP server tools, Provider MCP server behavior, MCP install/status/remove runtime expectations, model-managed session identifiers, MCP settings updates, or stdio logging constraints.
lidguard-product-runtime
LidGuard product runtime overview and routing guide. Use when working on high-level product goals or deciding which LidGuard runtime skill to read for power/lid/suspend behavior, session lifecycle, CLI/settings, MCP behavior, or failure handling.
sync
Fast save-point: sync all session-context files and MEMORY.md with current progress. Zero questions, zero delay. Use when user says /sync, save progress, save state, sync context, or /sync --full for capability inventory.
coinbase-agentkit
Coinbase AgentKit — build AI agents with onchain capabilities. Wallet creation/management, token transfers, swaps, contract deployment, NFT minting, and ENS registration. Framework integrations with LangChain and Vercel AI SDK. Supports Base, Ethereum, Arbitrum, and Polygon.
penpot-mcp
Use this skill whenever the user wants to use AI agents to work with Penpot design files via the Penpot MCP Server. Triggers include: using Penpot through an AI agent, design files, design systems, design tokens, Penpot MCP, design-to-code, generating UI from design, auditing a design system, creating components/variants, renaming layers, exporting assets from Penpot, adding flows, interactions, animations, overlays, or prototyping in Penpot, or prompting an AI agent to read/modify a Penpot file. Also triggers when the user wants to set up Penpot MCP, connect any MCP-compatible AI agent or IDE to Penpot, or produce production-ready HTML/CSS/React from a Penpot design. Use this skill for Penpot-agent workflows — design, code, audit, prototyping, or setup.
agy-mcp-plugins
Wire MCP servers + package/install plugins into the Antigravity (AGY) image.
next-upgrade
Upgrade Next.js to the latest version following official migration guides and codemods
clawtool
When clawtool is installed (its tools appear with the `mcp__clawtool__` prefix), prefer them over native built-ins for shell, file, search, and web work. Concrete advantages: structured JSON output (stdout, stderr, exit_code, duration_ms, timed_out, cwd) instead of plaintext; timeout-safe execution via process-group SIGKILL (output preserved up to the deadline; runaway children reaped); format-aware reading for PDF (pdftotext), Word (.docx via pandoc), Excel (.xlsx via excelize), CSV/TSV, HTML (Mozilla Readability), Jupyter (.ipynb), JSON/YAML/TOML/XML; deterministic line cursors for stable pagination; bleve BM25 search-first discovery via `mcp__clawtool__ToolSearch` so a 50+ tool catalog stays usable; long-running shell jobs via `mcp__clawtool__Bash` `background=true` with `BashOutput` / `BashKill` companion polls; consistent surfaces across Claude Code, Codex, OpenCode, Cursor. Triggers on: "run a shell command", "execute bash", "read this file", "open file", "edit file", "modify file", "create a file", "sa
competlab-agent-adoption
Wraps CompetLab's existing 25-check Agent-Adoption Scan (open Agent-Adoption Specification) for each monitored competitor + adds on-demand JSON-RPC POST verification for any MCP-server URLs detected by the scan. The platform scan covers discoverability, access control, content readability, and agent endpoints. This skill's value-add: PROTOCOL-LEVEL verification of MCP claims (browser GET 200 ≠ MCP exists), cross-competitor synthesis, strategic interpretation. Use when the user asks "does competitor X have a real MCP server", "agent-adoption posture in [category]", "AI-agent-readiness comparison", "is competitor's MCP claim real". Requires CompetLab MCP (start_agent_adoption_scan + get_agent_adoption_scan + list_competitors) + Bash for JSON-RPC POST verification.
competlab-ai-ecosystem
Measures EXTERNAL developer-ecosystem signals around each competitor — GitHub organization meta, top-starred repos, npm/PyPI download volumes, community-built MCP servers (not first-party), integration marketplace presence, Claude Skills directories, agent-toolkit repos. Complements competlab-agent-adoption (which measures FIRST-PARTY signals). Use when the user asks "developer adoption", "GitHub presence", "npm downloads", "marketplace presence", "agent-ecosystem strength", "community signals around [competitor]". Requires CompetLab MCP + Bash (GitHub + npm + PyPI API, mostly unauth) + WebSearch + Perplexity with URL verification.
competlab-ai-visibility
Analyzes how AI models (ChatGPT, Claude, Gemini) mention, rank, and recommend your brand vs competitors using CompetLab monitoring data. Use this skill when the user asks "how do LLMs see my brand", "AI visibility report", "AI brand check", "what does ChatGPT say about us", "GEO analysis", "AI SEO report", "LLM rankings", "AI mentions", "AI perception", or "who do AI models recommend in my space". NOT for traditional SEO, Google rankings, or web traffic analysis. Requires CompetLab MCP server (competlab.com) with an active project.
competlab-battlecard
Generates sales-ready competitive battlecards using CompetLab monitoring data and live web research — quick-reference cards for sales calls, demos, and competitive objection handling. Use this skill when the user asks to "create a battlecard", "sales battlecard for [competitor]", "competitive comparison card", "why us vs [competitor]", "win against [competitor]", "how to beat [competitor]", "objection handling for [competitor]", "sales cheat sheet", or "competitive one-pager". NOT for deep strategic analysis (use competlab-competitor-dive), weekly updates (use competlab-weekly-briefing), or full market landscape analysis (use competlab-landscape). Requires CompetLab MCP server (competlab.com) with competitors being monitored.
competlab-competitor-dive
Generates a comprehensive competitor dossier combining CompetLab monitoring data with live web research — tech stack, pricing, positioning, content strategy, AI visibility, public sentiment, SWOT analysis, and recommended responses. Use this skill when the user asks to "analyze [competitor]", "deep dive on [competitor]", "competitor dossier", "competitor profile", "research [competitor]", "what is [competitor] doing", "SWOT analysis for [competitor]", "competitor SWOT", or "tell me everything about [competitor]". NOT for multi-competitor landscape analysis (use competlab-landscape) or weekly updates (use competlab-weekly-briefing). Requires CompetLab MCP server (competlab.com) with the target competitor being monitored.
competlab-landscape
Generates a comprehensive competitive landscape analysis combining all 5 CompetLab monitoring dimensions with deep web research — market dynamics, competitive matrices, cross-dimensional patterns, market macro trends, positioning opportunities, and strategic recommendations. Use this skill when the user asks for "competitive landscape", "full CI analysis", "landscape scan", "quarterly competitive review", "market analysis", "market overview", "competitive overview", "competitor matrix", "board-level CI", "market trends in [category]", or "where is the market heading". NOT for single-competitor analysis (use competlab-competitor-dive) or quick weekly updates (use competlab-weekly-briefing). Requires CompetLab MCP server (competlab.com) with an active project.
competlab-weekly-briefing
Generates a weekly competitive intelligence briefing from CompetLab monitoring data — what changed, what it means, and what to do about it. Use this skill when the user asks for "weekly briefing", "CI update", "competitive update", "what changed with competitors", "Monday briefing", "competitive summary", "competitive news", "CI digest", or "catch me up on competitors". NOT for deep single-competitor analysis (use competlab-competitor-dive) or full landscape reviews (use competlab-landscape). Requires CompetLab MCP server (competlab.com) with an active project.
dare-ax
Agent Experience (AX) — codifica padrões para desenvolvimento assistido por IA em três planos (Discovery, Usage, Defense). Garante que todo projeto DARE exponha sinais estruturados (llms.txt, OpenAPI, --json, rate limit) que agentes de código precisam para trabalhar sem refactor desnecessário.
skill-mcp-server
Padrões DARE para servidores MCP (Model Context Protocol) em TypeScript ou Python. Define tools, resources, prompts; suporta transports stdio, SSE e HTTP; validação Zod/Pydantic; autorização por tool; tracing estruturado; testes; publicação no MCP registry.
gbrain-briefing
Compile a daily briefing from brain state. Covers active deals, open threads, people in play, and what needs attention.
gbrain-enrich
Enrich person and company pages from external sources (Crustdata, Happenstance, Exa). Validation rules enforced.
gbrain-maintain
Periodic brain maintenance. Finds contradictions, stale info, orphan pages, and missing cross-references to keep the knowledge graph healthy.
gbrain-query
Answer questions from the brain using FTS5 + semantic search + structured queries. Synthesizes across multiple pages with citations.
canary-lab
Use when the user asks Codex to run, verify, debug, heal, create, or export Canary Lab features through Canary Lab MCP tools. Guides Codex through external run repair plus author workflows with create_feature, env capture, external draft apply, and evaluation export.
build-fix
Fix build, lint, and type errors
stock-research
Cross-MCP equity research skill that orchestrates schwab-marketdata-mcp + sec-edgar-mcp + polygon-news-mcp into multi-step playbooks for the kevinkda/stock-personal investment workflow. Triggers on "shakeout with news", "insider alert", "shakeout 配新闻", "内部人交易告警", "shakeout-with-news", "insider-alert", "earnings preview", "财报前瞻". 对于以上场景使用本 skill；面向用户的所有回答必须使用简体中文。
stock-research-en
Cross-MCP equity research skill that orchestrates schwab-marketdata-mcp + sec-edgar-mcp + polygon-news-mcp into multi-step playbooks for the kevinkda/stock-personal investment workflow. Triggers on "shakeout with news", "insider alert", "shakeout 配新闻", "内部人交易告警", "shakeout-with-news", "insider-alert", "earnings preview", "财报前瞻". Use this skill for the scenarios above; respond to the user in English.
mica-compute
Route compute-heavy tasks through MVM nodes to save tokens and cut costs
mica-nodes
Check MVM node availability, energy costs, and cluster status
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
ask-master
Physical Human-in-the-Loop MCP server for AI coding agents using M5Stack Cardputer. Provides ask-human, confirm, choose, and escalate-to-human tools that route questions to a dedicated hardware device when the user is away from keyboard or when immediate attention is needed. Use when you need human input and chat responses are slow or when you want guaranteed attention.
claws-do
Daily-driver skill that auto-classifies any /claws-do request into one of 6 class tiers (Shell/Worker/Fleet/Lead/Titan/Legion) plus CU modifier — plus meta-routes for plan, auto, goal, and fix.
claws-fix
Universal "something broke" runbook — auto-detects 15 Claws failure modes and applies the recommended repair.
claws-memories
Enumerate all memory files as a filterable table — auto-invoked by /claws-plan and /claws-auto to build the memory corpus overview before dispatch.
claws-memory
Memory engine hub — recall/remember/forget memories, lint, pull canonical packs, inspect lineage. Routes to /claws-recall etc.
titan-chromedevtools
Native Chrome DevTools MCP integration. Adds CDP-based browser orchestration as a first-class Claws capability via new claws_browser_* MCP tools. Opus LEAD, 4-6h ceiling, halts at publish gates.
titan-final-release
Re-runs release-titan audit gauntlet with expanded v0.8.3-legion scope. Merges all CHANGELOG_TITAN_*.md files, regenerates 265+ criteria audit, produces FINAL-LEGION-RELEASE-REPORT.md with paste-able publish commands. Opus LEAD, ~2h ceiling.
titan-playwright
Native Playwright integration alongside CDP. Higher-level cross-engine (chromium/firefox/webkit) browser-automation surface as claws_pw_* MCP tools. Opus LEAD, 4-6h ceiling, coordinates with chromedevtools-titan via FILE-OWNERSHIP.
create-entity
根据用户需求创建新的 OneWorks entity，包含命名、文件布局、frontmatter、继承、规则和技能引用。
brand-guidelines
Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design standards apply.
speckit-analyze
Perform a non-destructive cross-artifact consistency and quality analysis across spec.md, plan.md, and tasks.md after task generation.
speckit-checklist
Generate a custom checklist for the current feature based on user requirements.
speckit-clarify
Identify underspecified areas in the current feature spec by asking up to 5 highly targeted clarification questions and encoding answers back into the spec.
speckit-constitution
Create or update the project constitution from interactive or provided principle inputs, ensuring all dependent templates stay in sync.
speckit-implement
Execute the implementation plan by processing and executing all tasks defined in tasks.md
speckit-plan
Execute the implementation planning workflow using the plan template to generate design artifacts.
speckit-specify
Create or update the feature specification from a natural language feature description.
speckit-tasks
Generate an actionable, dependency-ordered tasks.md for the feature based on available design artifacts.
speckit-taskstoissues
Convert existing tasks into actionable, dependency-ordered GitHub issues for the feature based on available design artifacts.
osint
Conduct deep OSINT research on individuals. Build full digital footprint, psychoprofile (MBTI/Big Five), career history, social graph with confidence scores. Recursive self-evaluation until completeness threshold is met. Includes internal intelligence (Telegram history, email, vault contacts) before going external. Use when: "osint", "research person", "find everything about", "due diligence", "background check", "digital footprint", "dossier", "profile someone". NOT for: company/product research without a named person, competitive analysis, market research, content generation, or general web scraping tasks.
figma-integration
Keep Figma and code in sync — map the 3-tier DTCG tokens to Figma Variables (collections + modes), sync in either direction, use the Figma MCP when connected, and verify component parity (variants/states). Use when the user wants to push tokens/components to Figma, pull a design into code, set up token↔Variable sync, or check design-code drift.
review
Review a GitHub PR or GitLab MR with craft-level attention to semantic HTML, CSS architecture, accessibility, TypeScript patterns, and code quality. Auto-detects platform from URL or git remote. Proposes inline diff comments, shows them for approval, only posts what the user approves. TRIGGER when the user says "/review", "review this PR/MR", "review <url>", or passes a PR/MR number.
adk-explain
Explain, what-is, what's-the-difference-between, help-me-decide, I-don't-know, you-decide, what-would-you-recommend, not-sure, help-me-pick, teach-me. Advisor agent. Invoked directly OR hand-off target when any other skill detects user uncertainty. Job: teach the user how to choose without making the choice for them. Restates the question in plain English (defines jargon inline once), lays out 2–4 options with the consequence of each, surfaces the constraint that breaks the tie (the one question whose answer makes the choice deterministic), suggests a default ONLY if the user has ≥3 prior matches in their decision log (with quoted evidence), then waits. Never picks for the user. Never executes the underlying task — control returns to the calling skill after the user decides. Refuses out-of-scope topics (personal opinions, opinions about people). RAG-enriched when core.yaml.rag.enabled.
adk-implement
Implement, build, add, write, ship, code-up, wire-up code in an existing repo. Triggers on: Jira URL or KEY-NUM (specialized from-jira sub-flow — the most common path), GitHub issue URL or #N (from-issue), Confluence TDD URL (from-tdd), Slack thread permalink (from-slack-thread), or a freeform description (greenfield). Git mandatory; GitHub MCP optional but enables PR-by-URL flow. Every run: question-first (3 questions max), advisor-strategy plan with 2–4 trade-off options, edit-format discipline (SEARCH/REPLACE blocks per shared/edit-format.md), repo-native typecheck+lint+narrow-tests on each checkpoint. Writes plan/steps/diffs/report under `<repo>/.temp/adk/implement/<task>/`. Pushes only after explicit confirmation; never force-pushes; never merges; never touches a protected branch. Pulls Jira context via adk-mcp-atlassian, GitHub context via adk-mcp-github, and optional RAG via adk-mcp-rag. Supports --plan (read-only planning) → --act (writes). Sub-flows under references/.
adk-improve
Improve, learn, refresh-metadata, update-defaults, self-improve, train-skill, learn-from-session. The self-improvement loop. Always interactive (asks first: improve skill defaults from decision logs, metadata via MCP introspection, or both). For defaults: runs scripts/proposal_generator.py against `$ADK_DATA_HOME/improve/learning/decisions.jsonl`, drafts proposed updates to `$ADK_CONFIG_HOME/core.yaml.defaults.*`, presents each with ≥3 evidence lines, applies on confirm; rotates decisions.jsonl to learning/archive/ after each run; appends summary to learning/summary.md. For metadata: runs scripts/metadata_introspector.py to refresh `$ADK_DATA_HOME/improve/metadata/<source>.json` from every reachable MCP. Bounded: cannot change shared/constitution.md; cannot change Must-do/Must-not-do sections of any SKILL.md (those are constitution-grade). Each proposal requires per-item confirmation regardless of mode. Never auto-applies. Min-evidence default 3 (configurable). Manual-only by design (disable-model-invocation:
adk-pr-review
Deep PR review: tree-sitter AST chunking + ollama embeddings + LanceDB hybrid (vector + BM25) retrieval + SCIP cross-file symbols + harness-LLM reranker + feature-flow tracing + accept/reject/edit triage before posting. Triggers on a GitHub or Bitbucket Cloud pull-request URL OR no arg at all — when no URL is passed, the next eligible row from `$ADK_CONFIG_HOME/pr-queue.json5` is atomically claimed (FIFO by last_checked_at, 30-min auto-expiring `taken_at` lock so two terminals review different PRs). Curate the queue via `adk pr-scan` (scans Slack threads for PR links — main message AND replies — and upserts rows). When a URL is passed and that PR is already in the queue, the row's `slack` + `supporting_docs` are merged into the review context. **Global skill** — runs from anywhere; isolates to `$ADK_DATA_HOME/skill-pr-review/<repo>_pr-<n>/` (per `shared/paths.md`); never touches the cwd. Pipeline: clone+worktree at the PR head, tree-sitter chunker → ollama embed (`nomic-embed-text` default, `bge-m3` via `--de
adk-setup
Set-up, configure-overrides, init-config, refresh-metadata, verify-mcps, check-env. Stewards `$ADK_CONFIG_HOME/core.yaml` and the metadata cache. NOT a CLI-dep installer — brew, gh, jq, uv, node are the user's job (SETUP.md prints the exact commands). NOT a wiring tool — install.sh handles symlinks, MCP merges, hook wiring, AGENTS.md pointers. This skill picks up where install.sh stops: filling user data files (conversationally) and introspecting MCPs (with the agent's MCP client, which install.sh / curl cannot do). Four modes. --init: conversational scaffolding of core.yaml (workspaces, repos, data dictionary, RAG config). --enrich: queries every reachable MCP (Datadog dashboards, Statsig experiments, Mixpanel events, Snowflake schemas, Looker dashboards, Atlassian spaces, GitHub repos), summarizes findings, writes `enriched:` block + `$ADK_DATA_HOME/improve/metadata/<source>.json`. Never overwrites manually-set values. --check: superset of `scripts/adk_mcp_health.py` — also probes stdio MCPs (Atlassian via
adk-sync
Publish, sync, push-to, post-to, update, fetch-as-markdown, pull-from-Confluence/Jira/Slack. Bidirectional 3P bridge for markdown. Hybrid path: writes to `<repo>/.temp/adk/sync/<task>/synced/` when invoked from a repo with a repo-coupled doc, else `$ADK_DATA_HOME/sync/<task>/synced/` (default). READ mode (--read <url>): pulls a Confluence page / Jira description / GDoc / GitHub PR body / GitHub issue / Slack thread into local markdown. WRITE mode (--write <md-path> --to <destination>): publishes markdown to confluence / jira-desc / jira-comment / gh-pr-body / gh-issue-comment / slack / gdoc. Idempotent: match-by-id first, match-by-title-and-parent second, never by content hash. Format conversions are programmatic (md ↔ Confluence storage XHTML, md ↔ Jira ADF, md ↔ Slack blocks); AI only for "is this update safe?" checks. Per-invocation user confirmation required for every write regardless of mode (constitution §I.4). NEVER overwrites a human-authored target without explicit opt-in. NEVER changes sharing/restr
hf-mcp
Use Hugging Face Hub via MCP server tools. Search models, datasets, Spaces, papers. Get repo details, fetch documentation, run compute jobs, and use Gradio Spaces as AI tools. Available when connected to the HF MCP server.
hugging-face-datasets
Create and manage datasets on Hugging Face Hub. Supports initializing repos, defining configs/system prompts, streaming row updates, and SQL-based dataset querying/transformation. Designed to work alongside HF MCP server for comprehensive dataset workflows.
build-mcp-app
This skill should be used when the user wants to build an "MCP app", add "interactive UI" or "widgets" to an MCP server, "render components in chat", build "MCP UI resources", make a tool that shows a "form", "picker", "dashboard" or "confirmation dialog" inline in the conversation, or mentions "apps SDK" in the context of MCP. Use AFTER the build-mcp-server skill has settled the deployment model, or when the user already knows they want UI widgets.
build-mcp-server
This skill should be used when the user asks to "build an MCP server", "create an MCP", "make an MCP integration", "wrap an API for Claude", "expose tools to Claude", "make an MCP app", or discusses building something with the Model Context Protocol. It is the entry point for MCP server development — it interrogates the user about their use case, determines the right deployment model (remote HTTP, MCPB, local stdio), picks a tool-design pattern, and hands off to specialized skills.
build-mcpb
This skill should be used when the user wants to "package an MCP server", "bundle an MCP", "make an MCPB", "ship a local MCP server", "distribute a local MCP", discusses ".mcpb files", mentions bundling a Node or Python runtime with their MCP server, or needs an MCP server that interacts with the local filesystem, desktop apps, or OS and must be installable without the user having Node/Python set up.
claude-automation-recommender
Analyze a codebase and recommend Claude Code automations (hooks, subagents, skills, plugins, MCP servers). Use when user asks for automation recommendations, wants to optimize their Claude Code setup, mentions improving Claude Code workflows, asks how to first set up Claude Code for a project, or wants to know what Claude Code features they should use.
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
mcp-integration
This skill should be used when the user asks to "add MCP server", "integrate MCP", "configure MCP in plugin", "use .mcp.json", "set up Model Context Protocol", "connect external service", mentions "${CLAUDE_PLUGIN_ROOT} with MCP", or discusses MCP server types (SSE, stdio, HTTP, WebSocket). Provides comprehensive guidance for integrating Model Context Protocol servers into Claude Code plugins for external tool and service integration.
plugin-structure
This skill should be used when the user asks to "create a plugin", "scaffold a plugin", "understand plugin structure", "organize plugin components", "set up plugin.json", "use ${CLAUDE_PLUGIN_ROOT}", "add commands/agents/skills/hooks", "configure auto-discovery", or needs guidance on plugin directory layout, manifest configuration, component organization, file naming conventions, or Claude Code plugin architecture best practices.
claude-standards
Audit Claude Code assets — skills, commands, subagents, hooks, and MCP servers — against best practices and optionally apply conservative conformance changes. Use when reviewing overall Claude Code hygiene, bringing the system in line with documented standards, or after adding new skills/commands/subagents. Invoke explicitly; do not use for feature changes.
api-design
Design production-grade REST, GraphQL, gRPC, and Python library APIs with correct schemas, error contracts, auth, and versioning. Use when the user asks to design an API, define endpoints, create an OpenAPI/Swagger spec, design a GraphQL schema, build a gRPC service, model request/response with Pydantic, add pagination, or review API contracts. NOT for building MCP server tools (use mcp-server). NOT for Node.js/Express API routes or backend patterns (use backend-patterns or typescript-development).
gws-cli
Google Workspace CLI (gws) for managing all 18 Workspace APIs from the terminal. Use when running gws commands, listing Drive files, sending Gmail, reading Sheets, creating Calendar events, managing Tasks, querying Chat, pushing Apps Script, building cross-service automations, or when user mentions gws or Google Workspace CLI. NOT for building MCP servers (use mcp-server), NOT for general API design (use api-design), NOT for GCP infrastructure (use cicd-pipelines).
mcp-server
MCP (Model Context Protocol) server development — use when the user mentions MCP, Model Context Protocol, FastMCP, MCP server, MCP tool, Claude Code plugin, or building agent tools with MCP. Covers server implementation in Python or TypeScript, evaluation testing, production deployment, and plugin packaging. NOT for designing tool interfaces or tool consolidation patterns for agents (use tool-design), NOT for prompt engineering or prompt optimization (use prompt-engineering).
post-upgrade-mcp-integration
After any MCP stack upgrade, systematically discover new tools and integrate them into CLAUDE.md routing rules without being asked
qa
Navigate a project as a QA Engineer to test features or a whole app and document test cases and steps.
monday-automation
Automate Monday.com work management including boards, items, columns, groups, subitems, and updates via Rube MCP (Composio). Always search tools first for current schemas.
research-report
Create or revise a structured markdown research or experiment report with integrated plots, optional literature/reference support, plot manifest tracking, report version history, and report-body validation inside a single Harness without external Codex or Gemini calls. Use when you need to generate `report.md`, inventory or validate plots, create `plots/plot_manifest.json`, manage `report_versions.json`, connect report sections to supporting references, or turn an experiment or output directory into a reusable report workflow.
perf-analyzer
Use when synthesizing perf findings into evidence-backed recommendations and decisions.
perf-benchmarker
Use when running performance benchmarks, establishing baselines, or validating regressions with sequential runs. Enforces 60s minimum runs (30s only for binary search) and no parallel benchmarks.
perf-code-paths
Use when mapping code paths, entrypoints, and likely hot files before profiling.
perf-investigation-logger
Use when appending structured perf investigation notes and evidence.
perf-profiler
Use when profiling CPU/memory hot paths, generating flame graphs, or capturing JFR/perf evidence.
perf-theory-gatherer
Use when generating performance hypotheses backed by git history and code evidence.
perf-theory-tester
Use when running controlled perf experiments to validate hypotheses.
design-ux
UI/UX design patterns and design system architecture. TRIGGER when: working on component design, layout/grid decisions, design tokens, color palettes, typography, accessibility (WCAG), responsive design, TUI aesthetics, or creating DESIGN.md documentation. Covers React, Tailwind CSS, terminal UI, and mobile patterns with a monospace-first, constraint-based design philosophy. DO NOT TRIGGER when: writing React/TypeScript code logic (use droo-stack skill), building Raxol TUI framework features (use raxol skill), working with CSS-in-JS runtime concerns (this skill covers design decisions, not runtime), or designing API/module/public-surface interfaces (use interface-designer skill).
mcp-server-builder
Scaffold MCP servers from OpenAPI specs. TRIGGER when: user asks to build an MCP server, convert an OpenAPI/Swagger spec to MCP tools, generate MCP tool definitions, or scaffold a FastMCP/TypeScript MCP project. DO NOT TRIGGER when: user is configuring an existing MCP server, writing MCP clients, or working with Claude API directly (use claude-api skill).
nix
Nix language, flakes, NixOS, Home Manager, and agent-skills packaging. TRIGGER when: working with .nix files, flake.nix, flake.lock, Nargo.toml (Nix packaging context), NixOS configuration, Home Manager modules, nix-agent MCP tools, agent-skills-nix deployment, or rigup.nix riglets. DO NOT TRIGGER when: only using nix PATH (chezmoi handles that), or working on ZK circuits (use noir skill), or Nix language is incidental to another domain.
raxol
Raxol terminal framework for TUI apps and AI agents in Elixir. TRIGGER when: code imports Raxol modules (Raxol.Agent, Raxol.Headless, Raxol.Core), mix.exs lists :raxol or :raxol_agent as dependency, user asks about building TUI apps or AI agents with Raxol, or working with Raxol headless/MCP tools. DO NOT TRIGGER when: general Elixir patterns (use droo-stack skill), Claude API / Anthropic SDK usage (use claude-api skill), or other TUI frameworks (Scenic, Termbox, etc.).
skill-creator
Interactively scaffold new Claude Code skills with correct frontmatter, trigger clauses, sub-files, and linter compliance. TRIGGER when: user asks to create a new skill, scaffold a skill, add a skill to agent-skills, or says "new skill" or "skill creator". DO NOT TRIGGER when: user is editing an existing skill, writing CLAUDE.md instructions, or building an MCP server (use mcp-server-builder skill).
docs-accessibility
Catch a11y issues in your docs before users hit them. Audits markdown for WCAG 2.1 AA violations a screen reader actually cares about — missing alt text, broken heading hierarchy, vague link anchors, captions and code-block language. Returns a prioritized fix list per page.
docs-audience
Find out where your docs talk past their reader. Detects vocabulary mismatch, undeclared prerequisites, mixed-audience pages and jargon density against the stated reader profile — so junior devs stop bouncing on senior-level pages.
docs-content-types
Stop mixing tutorials with reference. Classifies each page against the Diátaxis framework (tutorial / how-to / reference / explanation), flags misclassified or hybrid pages, and reports structural violations — the
docs-i18n
Stop letting translations rot silently. Audits multilingual docs for content parity across languages, ISO 639-1 correctness, hreflang tags, navigation translation, date/number localization and out-of-date pages — across the 15 languages Docsbook supports. Skipped automatically if only one language is enabled.
docs-maintenance
Surface the docs that are quietly lying to your users. A quarterly-style audit that flags stale content, deprecated pages without migration paths, TODO/FIXME left in published docs, expired promises, old version references and ownership gaps. Not a single-page review — designed for the whole tree.
docs-media
Find the bloated images and stale screenshots dragging your docs down. Scans every image, video and diagram referenced from markdown — bad formats, oversized files, missing alt text, screenshots older than the current UI — and returns a fix list per file.
docs-navigation-linking
Fix the dead ends and orphan pages in your docs. Walks the full doc graph to find broken internal links, pages nothing links to, generic anchor text ("click here"), over-deep hierarchies and missing next-step links between related pages. Cross-file — requires the whole graph, not one page.
docs-release-announce
Wire up release announcements for a Docsbook workspace. Registers a Docsbook webhook on release events and generates a GitHub Actions workflow that dispatches notifications to Slack and/or email when a new release is published. Requires PRO plan.
docs-seo
Make your docs rankable — by Google and by AI. A documentation-aware SEO audit covering title and description optimization, heading hierarchy, keyword placement, internal topic clusters, image alt text and GEO / AI Overviews compatibility. Not a general site audit — tuned for doc-specific failure modes.
docs-setup-workspace
Configure a fresh Docsbook workspace from one command. Wires branding, UI toggles, AI chat, SEO, languages and custom domain via Docsbook MCP — the natural follow-up to /docs-publish. Falls back to printed setup instructions if MCP isn't connected.
docs-structure-templates
Catch malformed pages before reviewers do. Checks each page for frontmatter completeness, heading hierarchy, prerequisites section, code block language tags and length — and reports issues as machine-readable JSON without editing files. Cheap, deterministic, runs on every page.
docs-style-tone
Tighten the prose of your docs without rewriting by hand. Flags passive voice, filler words, marketing adjectives, runaway sentences, missing second person and inconsistent terminology — and returns issues per page without touching the files. Pair with /docs-create or /docs-analyze.
docs-sync
Detect and fix code↔docs drift before every push. Orchestrates a four-subagent pipeline — Haiku planner clusters changed code files, Haiku searchers find drifted pages per cluster in parallel worktrees, Sonnet editors rewrite the affected sections, and a Sonnet curator merges everything atomically into the commit. Works as a manual command or as an auto-installed pre-push git hook.
ensemble-claude-changelog
Track Claude updates and new features directly from your development environment. (Codex skill for /ensemble:claude-changelog)
audit
Security audit for Claude Code skills, MCP servers, hooks, and CLAUDE.md files — runs fast pattern scan then parallel deep-analysis agents.
commit-push-mr
Commit, push, and create merge requests in GitLab. ONLY use when the user explicitly asks to commit, push, or create an MR. Never do any of these autonomously.
governed-workflow
Orchestrates a governed multi-phase implementation workflow — assessment, research, planning, execution, review, and delivery — with backend-enforced phase gates, scope locking, and proof-driven research.
plan-preparation
Guides the orchestrator through phases 1.0-1.4 of the governed workflow — assessment, research, research proving, impact analysis, and preparation review. Produces a thorough, structured foundation before planning begins.
planning
Guides the orchestrator through Phase 2.0 (Planning) of the governed workflow — structuring the execution plan, defining scope, proposing acceptance criteria, and collaborating with the plan-advisor teammate.
rules
Manage project rules (.claude/rules/*.md with glob-based auto-loading). Use when authoring, editing, or deleting rule files via MCP, or when explaining how rule loading works to the user.
lacuna-music
Generate AI music tracks via the Lacuna Music API. Use when the user wants AI-generated music, BGM, jingles, soundtrack stingers, lofi/synthwave/orchestral/any-genre tracks, vocal songs from custom lyrics, or any on-demand audio generation. Triggers on phrases like "generate music", "make me a track", "compose a song", "AI music", "background music", "BGM for X", "jingle", "soundtrack".
browser-testing-with-devtools
Use when building or debugging anything that runs in a browser. Use when you need to inspect the DOM, capture console errors, analyze network requests, profile performance, or verify visual output with real runtime data via Chrome DevTools MCP.
antigravity-review
Get a second opinion from Google Antigravity (agy) on your current code changes. Analyzes staged/unstaged diffs and returns prioritized findings. Use when the user asks to "review with Antigravity", "Antigravity code review", or "ask agy to check my code".
brainstorm-all
Send a topic to ALL LLM providers (Gemini, Codex, Ollama, Antigravity) in parallel while Claude Opus performs its own independent research in parallel. Synthesizes findings from up to five participants. Shortcut for /brainstorm gemini,codex,ollama,antigravity <topic>. Requires Ollama running locally and agy installed for the Antigravity participant.
codex-pair-pause
Pause the codex-pair PostToolUse hook for this project without removing the .codex-pair/context.md marker. Writes a .codex-pair/state/paused sentinel that the hook checks on every Edit/Write/MultiEdit. Use when you want to temporarily silence reviews — running a noisy refactor, dogfooding the hook itself, working on docs-only changes, etc. — and resume later with /codex-pair-resume.
codex-pair-resume
Resume the codex-pair PostToolUse hook for this project after a previous /codex-pair-pause. Removes the .codex-pair/state/paused sentinel. The hook starts reviewing edits again on the next Edit/Write/MultiEdit. No-op if no pause sentinel exists.
codex-review
Get a second opinion from OpenAI Codex on your current code changes. Analyzes staged/unstaged diffs and returns prioritized findings. Use when user asks to "review with Codex", "Codex code review", or "ask Codex to check my code".
memory-audit
Audit Locus stored data — shows inventory of structural map, semantic memories, episodic entries, hook captures, DB size, and security status. Use when the user wants to know what data Locus has stored.
memory-config
Show current Locus configuration values and their sources (default, env var, or detected)
memory-doctor
Run Locus environment health check — 10-point diagnostic covering Node.js version, storage backend, FTS5, DB permissions, git availability, and more. Use when troubleshooting plugin issues or checking setup.
memory-status
Show Locus memory statistics — files indexed, memories stored, DB size, scan strategy, backend info. Use when the user asks about memory status, storage info, or plugin health overview.
mcpb
Generate MCPB (MCP Bundle) packages for MCP server projects. Creates manifest.json, bundle directory structure, validates against the MCPB spec, and wires in CI/CD workflows.
mxbugchecker
Use when the user says "/bugcheck", "/mxBugChecker", "check for bugs", "find bugs", "audit for vulnerabilities", "verify the code", "look for issues in this file", or otherwise requests bug analysis on VCS changes or specific files. Verified-knowledge bug finder — every finding requires concrete code proof. Analyzes logic errors, runtime issues, edge cases, error handling, concurrency, resource leaks, security vulnerabilities, and performance regressions. Loads project context from the mxLore Knowledge-DB via MCP and persists findings via Skill Evolution.
mxdecision
Use when the user says "/decision", "/mxDecision", "document decision", "write an ADR", "record a decision", "architectural decision", "ADR", or otherwise wants to capture a significant technical choice made in the conversation. Creates or updates Architecture Decision Records (ADRs) via MCP-Tools in the mxLore knowledge DB; maintains supersedes chain and status transitions.
mxdesignchecker
Use when the user says "/designcheck", "/mxDesignChecker", "review the design", "check the spec", "review this ADR", "audit architecture", "second opinion on this code", or otherwise requests design/spec/ADR review or code-vs-design audit. Verified-knowledge design reviewer — every finding requires concrete proof from spec or code. Loads specs/designs from the mxLore Knowledge-DB via MCP and persists findings via Skill Evolution. NO automatic corrections — all fixes require user confirmation.
mxhealth
Use when the user says "/health", "/mxHealth", "health check", "check knowledge db", "verify consistency", "db health", or otherwise wants to verify Knowledge-DB and docs/ consistency via MCP. Runs 14 consistency checks (document metadata, cross-references, orphaned relations, status consistency, CLAUDE.md weight, local/DB sync, AI-Steno format, skill-evolution metrics, AI-Batch status) and persists findings via Skill Evolution. Loop-capable. ⚡ MCP-required — aborts if Knowledge-DB is unreachable.
mxhelp
Use when the user says "/mxHelp", "/mxHelp <name>", or asks which mx-skill does what. Lists all installed mx*-skills grouped by category, or explains one skill in detail. Pure reader — no side effects.
mxinitproject
Use when the user says "/mxInitProject", "bootstrap project", "init project", "setup ai config", "initialize claude config", "scaffold project", or otherwise wants to bootstrap a new repository with the mxLore AI-documentation structure (CLAUDE.md, docs/ layout, optional MCP project registration). Idempotent — safe to re-run. Detects MCP mode vs local fallback. NEVER overwrites existing content.
mxmigratetodb
Use when the user says "/mxMigrateToDb", "migrate to db", "migrate local docs to mcp", "sync local docs", "import docs to knowledge db", "--extract-backlog", "extract legacy backlog", or otherwise wants to import local `docs/*.md` fallback files into the MCP Knowledge-DB. Runs after MCP outages (when offline-fallback created local files) or once after initial MCP setup. Supports dry-run, cleanup, sync, scan, and --extract-backlog modes. ⚡ MCP-required — aborts if Knowledge-DB is unreachable.
mxplan
Use when the user says "/plan", "/mxPlan", "create a plan", "update the plan", "write a plan for X", "plan this feature", or otherwise wants to structure a multi-step implementation task before coding. Creates or updates plans via MCP-Tools in the mxLore knowledge DB; maintains task checklists with auto-archive on completion.
mxspec
Use when the user says "/spec", "/mxSpec", "write a spec", "write a specification", "requirements doc", "acceptance criteria", "define requirements", or needs to specify a feature or component before planning or implementation. Creates or updates specifications via MCP-Tools in the mxLore knowledge DB; tracks acceptance criteria with auto-archive on full completion.
driving-unreal
Use when driving an Unreal Engine 5.x editor through the unreal-ai-connection MCP tools — building or populating a level, spawning/transforming actors, authoring materials and material instances, setting up lighting and atmosphere, reconstructing a scene from a reference photo, setting up a sequencer/cinematic shot, taking viewport or off-screen renders, auditing or compiling blueprints, or doing asset hygiene (find/move/rename/delete/fix-up redirectors). Teaches which tools to chain, in what order, the verification checkpoints, and the UE 5.x traps that silently no-op or corrupt state. Routes through the MCP server named "unreal-ai-connection" (tools are exposed as mcp__unreal-ai-connection__<tool>; confirm with list_tools). Trigger phrases: "Unreal", "Unreal Engine", "UE5", "UE 5.7", "build a level", "populate the level", "spawn an actor", "place actors", "apply a material", "material instance", "set up a sequencer shot", "cinematic", "screenshot the viewport", "render the scene", "photo to Unreal", "compil
grepai-mcp-claude
Integrate GrepAI with Claude Code via MCP. Use this skill to enable semantic code search in Claude Code.
grepai-mcp-cursor
Integrate GrepAI with Cursor IDE via MCP. Use this skill to enable semantic code search in Cursor.
grepai-mcp-tools
Reference for all GrepAI MCP tools. Use this skill to understand available MCP tools and their parameters.
tokrepo-search
Search and install AI assets from TokRepo — the open registry for skills, prompts, MCP configs, scripts, and workflows. Use when the user asks to find, search, discover, or install AI tools, MCP servers, Claude skills, cursor rules, prompts, or workflows.
owl-browser
Drive Owl Browser as an agent. Read web pages as compact, handle-addressable OwlMark text and click or type by handle instead of screenshots or pixel coordinates. Use when navigating sites, scraping content, filling forms, logging in, or automating any web task through the Owl Browser tools (browser_create_context, browser_navigate, browser_observe, browser_click, browser_type).
mcp2cli
Turn any MCP server, OpenAPI spec, or GraphQL endpoint into a CLI. Use this skill when the user wants to interact with an MCP server, OpenAPI/REST API, or GraphQL API via command line, discover available tools/endpoints, call API operations, or generate a new skill from an API. Triggers include "mcp2cli", "call this MCP server", "use this API", "list tools from", "create a skill for this API", "graphql", or any task involving MCP tool invocation, OpenAPI endpoint calls, or GraphQL queries without writing code.
markitdown
Convert files, URLs, and documents to Markdown using the markitdown MCP server. Activate when the user asks to convert, extract, or read content from PDFs, Word docs, PowerPoints, spreadsheets, images, audio files, or any URL.
windows-365
Expert guidance for Windows 365 Cloud PCs, including Enterprise, Business, Flex, Reserve, Link, Windows 365 for Agents, provisioning, security, Conditional Access, RBAC, device management, resize, restore, monitoring, troubleshooting, Graph APIs, and Windows 365 vs Azure Virtual Desktop decisions.
find-skills
Find reusable skills from the vercel-labs/skills registry (especially by task keywords), evaluate fit, and suggest how to install/adapt them for MicroClaw.
connector-init
Interactively generate a custom connector.md for a run by interviewing the user about their data source. Use when no template fits (e.g. a proprietary API, a custom on-disk format, a browser-driven extraction).
log-time
Generate a paste-ready time-log for Redmine (or any tracker the user's config describes) by cross-checking the evidence sources the user configured — calendar events, task-tracker activity, Claude Code session history, meeting transcripts, spreadsheets, or any custom source. Behavior (sources, target tickets, day rules, output format) comes from the free-form config at ~/.claude/log-time/config.md; the skill itself makes no assumptions about working hours or which sources exist. Use ANY time the user wants to log time, prep daily/weekly tracker entries, reconstruct what they did on past dates, batch-fill timesheets, or asks "what was I working on between X and Y" with the intent of logging hours. Trigger on phrases like "/log-time", "log my time", "log time", "time log", "redmine entries", "timesheet", "fill in my hours". Evidence-only output with confidence ratings; read-only against every source.
ultrathink_memory
Persistent memory system for UltraThink — search, save, and recall project context, decisions, and patterns across sessions using Postgres-backed fuzzy search with synonym expansion.
constellation-a2a-emit
Emit a targeted A2A message to a Constellation board agent through the MCP server. Use when you need to delegate a task, send a report, or relay a message to another agent on the live board. Honors the §13.16.10 pre-send probe (probe before emit), the §13.16.9 A2A-intent allowlist, and the §13.13 ack tier semantics. For one-shot sessions that need ack confirmation, pair with `a2a_wait_ack`.
constellation-board
Read the live Constellation board state — channels, agents, current/done/planned tracks, decisions, A2A history. Use when you need to know what other agents are doing, whether a key is registered, what the current operating modes are, or to inspect message history before composing an outbound. Calls the MCP server's `board_state_get` / `agent_list_get` / `board_history_tail` tools.
search
Search iMessage history and expand relevant threads.
wrapped
Generate a Spotify Wrapped-style summary of iMessage activity.
azure-analysis-services
Expert knowledge for Azure Analysis Services development including troubleshooting. Use when testing server connections, debugging gateway or firewall blocks, or checking connection strings and ports, and other Azure Analysis Services related development tasks. Not for Azure Synapse Analytics (use azure-synapse-analytics), Azure SQL Database (use azure-sql-database), Azure SQL Managed Instance (use azure-sql-managed-instance), SQL Server on Azure Virtual Machines (use azure-sql-virtual-machines).
azure-baremetal-infrastructure
Expert knowledge for Azure Baremetal Infrastructure development including decision making, and architecture & design patterns. Use when choosing NC2 regions/SKUs, planning BareMetal topologies, or integrating NC2 with Azure networking/services, and other Azure Baremetal Infrastructure related development tasks. Not for Azure Large Instances (use azure-large-instances), Azure Virtual Machines (use azure-virtual-machines), Azure Virtual Machine Scale Sets (use azure-vm-scalesets), SAP HANA on Azure Large Instances (use azure-sap).
azure-business-process-tracking
Expert knowledge for Azure Business Process Tracking development including deployment. Use when creating CI/CD pipelines, automating builds, running tests, and deploying tracking solutions via DevOps tools, and other Azure Business Process Tracking related development tasks. Not for Azure Monitor (use azure-monitor), Azure Logic Apps (use azure-logic-apps), Azure Data Factory (use azure-data-factory), Azure Machine Learning (use azure-machine-learning).
memory-ask
Search the user's MemoryVault — their personal knowledge layer of memories (events, decisions, customer interactions, technical notes) linked to entities (people, companies, topics, projects). Use this BEFORE answering ANY question that references the user's work, past meetings, customers, colleagues, projects, or decisions they've made. The vault is the source of truth for the user's professional context. Returns top-K ranked memory snippets with titles, scores, entities, and content. Common triggers- "what did <person> say about <topic>", "what's our status on <customer>", "when did we decide <thing>", "tell me about <project>", "remind me what <person> wanted", "summarize last week with <customer>". Pass `k=10` for broad context, `k=3` for targeted answers.
memory-refresh
The recurring entry point for an already-set-up MemoryVault. Triggers on 'refresh memory', 'pull fresh data', 'what is new', 'memory refresh', or just 'refresh' in any session where the kit is installed. Reads the vault state from .mvkit/, pulls deltas from every connected source, heals the graph, runs coverage detection, runs a soft eval, and reports what changed. Same skill works in any fresh chat because state lives in the vault, not the session. For first-time setup, invoke memory-setup instead.
memory-save
Persist a new memory to the user's MemoryVault. Use when the user explicitly says "save this", "remember that", "add to my vault", "note that down" — OR when you're summarizing a clearly memory-worthy outcome they just shared (a decision, a customer commitment, a new fact about a colleague). Writes a properly-formatted memory file with entity wikilinks. Don't use this for every utterance — be selective. If you're unsure, ASK the user "should I save this to your vault?" before calling. ALWAYS apply the preservation rules below — under-detailed memories are the single biggest quality failure mode of this system.
memory-use
The universal contract for ANY consuming agent using the MemoryVault MCP. Use this skill on every conversation that touches the user's professional context — meetings, customers, decisions, projects, code, anything from their daily work. Establishes when to refer to memory (search first, always), when to give feedback (mem_GAP_* enrichment + memory_update), when to write memory (memory_save discipline + playbooks), and when to escape to a native MCP for deep-dive (parent_surface tells you which source has richer info). Load on every client; the kit's MCP tool descriptions encode the rest.
cc-workflow-ai-editor
AI workflow editor for CC Workflow Studio. Create and edit visual AI agent workflows through interactive conversation using MCP tools (get_workflow_schema, get_current_workflow, apply_workflow, update_nodes). Use when the user wants to create a new workflow, modify an existing workflow, or edit the workflow canvas in CC Workflow Studio via the built-in MCP server.
ai-sdk
Answer questions about the AI SDK and help build AI-powered features. Use when developers: (1) Ask about AI SDK functions like generateText, streamText, ToolLoopAgent, embed, or tools, (2) Want to build AI agents, chatbots, RAG systems, or text generation features, (3) Have questions about AI providers (OpenAI, Anthropic, Google, etc.), streaming, tool calling, structured output, or embeddings, (4) Use React hooks like useChat or useCompletion. Triggers on: "AI SDK", "Vercel AI SDK", "generateText", "streamText", "add AI to my app", "build an agent", "tool calling", "structured output", "useChat".
benchmark-agents
Advanced AI agent benchmark scenarios that push Vercel's cutting-edge platform features — Workflow DevKit, AI Gateway, MCP, Chat SDK, Queues, Flags, Sandbox, and multi-agent orchestration. Designed to stress-test skill injection for complex, multi-system builds.
benchmark-e2e
End-to-end benchmark suite for vercel-plugin. Runs realistic projects through skill injection, launches dev servers, verifies everything works, analyzes conversation logs, and produces an improvement report for overnight self-improvement loops.
benchmark-sandbox
Run vercel-plugin eval scenarios in Vercel Sandboxes instead of local WezTerm panels. Provisions ephemeral microVMs with Claude Code + plugin pre-installed, runs benchmark prompts, extracts hook artifacts, and produces coverage reports.
benchmark-testing
Create and launch benchmark test projects to exercise vercel-plugin skill injection across realistic scenarios. Sets up isolated directories, installs the plugin, and spawns WezTerm panes running Claude Code with crafted prompts.
chat-sdk
Build multi-platform chat bots with Chat SDK (`chat` npm package). Use when developers want to (1) Build a Slack, Teams, Google Chat, Discord, Telegram, GitHub, Linear, or WhatsApp bot, (2) Use Chat SDK to handle mentions, direct messages, subscribed threads, reactions, slash commands, cards, modals, files, or AI streaming, (3) Set up webhook routes or multi-adapter bots, (4) Send rich cards or streamed AI responses to chat platforms, (5) Build or maintain a custom adapter or state adapter. Triggers on "chat sdk", "chat bot", "slack bot", "teams bot", "google chat bot", "discord bot", "telegram bot", "whatsapp bot", "@chat-adapter", "@chat-adapter/state-", "custom adapter", "state adapter", "build adapter", and building bots that work across multiple chat platforms.
next-cache-components
Next.js 16 Cache Components - PPR, use cache directive, cacheLife, cacheTag, updateTag
next-forge
Expert assistance for next-forge — a production-grade Turborepo template for Next.js SaaS apps. Triggers on questions about next-forge installation, setup, architecture, packages, customization, deployment, and development workflows.
plugin-audit
Audit vercel-plugin performance on real-world projects. Extracts tool calls from Claude Code conversation logs, tests hook matching against actual inputs, identifies pattern coverage gaps, and checks plugin cache staleness. Use when asked to audit, test, or investigate plugin skill injection on a real project.
vercel-cli
Deploy, manage, and develop projects on Vercel from the command line
vercel-plugin-eval
Run live eval sessions against the vercel-plugin to verify hook behavior, skill injection, dedup correctness, and coverage. Launches real Claude Code sessions via WezTerm, monitors debug logs, and produces a structured coverage report.
cc-scan
Scan the current project's codebase and proactively recommend the highest-value Claude Code automations (hooks, skills, subagents, MCP servers, plugins, settings). Use when the user has a project but does NOT yet know what to set up — "what Claude Code automations should I add?", "set up Claude Code for this project", "what hooks/skills should I use?". Read-only analysis; hands any chosen recommendation to /cc for a full live-docs blueprint and a ready-to-paste setup prompt.
cb-analytics-mcp-setup
Use this skill when the user is setting up cb-analytics-mcp from scratch or troubleshooting an existing install — generating secrets, configuring .env, running --check, picking single- vs multi-cluster mode, tuning rate limits, configuring audit rotation, or using the CLI. Trigger when the user mentions "install", "configure", "first run", "MCP_API_KEY", "GUI_PASSWORD", "clusters.json", "cb-analytics-mcp --check", "MAX_QUERY_ROWS", "RATE_LIMIT_", "AUDIT_ROTATE", "tools call", or "tools list".
cb-analytics-security
Use this skill when the user wants to manage Couchbase users, groups, roles, or check permissions on the cluster — creating service accounts, rotating passwords, granting analytics privileges, or auditing who can do what. Trigger when they mention "user", "group", "role", "RBAC", "permission", "upsert_user", "check_permissions", "local domain", "external domain", or "analytics_reader" / "analytics_admin".
couchbase-mcp
Operate Couchbase clusters and Capella v4 through celticht32/MCP-Couchbase (167 tools). Use whenever the user mentions Couchbase, buckets, scopes, collections, SQL++ / N1QL, KV ops, subdocument ops, FTS, vector indexes, XDCR, eventing, backup, encryption / KMIP / DARE, user lock/unlock, query performance, Index Advisor, synonyms (8.x), or Capella organizations / projects / clusters / database users / allowed CIDRs / app services. Use proactively for cluster admin (rebalance, failover, recovery, autofailover, autocompaction, logs, alerts, server groups, audit, password policy, security settings), RBAC design, troubleshooting Couchbase errors (connection, auth, query, index, replication, eventing, KMIP), operational runbooks (rolling upgrade, add/remove node, post-failover recovery, backup/restore, credential rotation), and observability (monitoring, metrics, Prometheus, alerting, dashboards).
couchbase-sqlpp-tuning
Diagnose and tune slow Couchbase SQL++ / N1QL queries. Use whenever the user asks about query performance, slow queries, EXPLAIN plans, why an index isn't being used, IntersectScan, PrimaryScan, covering indexes, partial indexes, array indexes (ANY / EVERY / UNNEST), index selection, query hints, the cost-based optimizer, the Index Advisor (ADVISE), system:completed_requests, query profiling (kernTime / servTime / execTime), pagination performance, prepared statements, or 'this query is slow / how do I make it faster.' Distinct from couchbase-data-modeling (document shape) and couchbase-mcp (operating the cluster) — this skill is about reading plans, designing the right indexes, and reshaping queries that already exist. Use proactively when the user shares an EXPLAIN output or a slow query.
couchbase-transactions
Design and implement Couchbase distributed ACID transactions across multiple documents. Use whenever the user asks about transactions, multi-document atomicity, ACID, transaction library, TransactionAttemptContext, commit, rollback, transaction retry, Active Transaction Records (ATRs), transaction expiry, transaction lost write, transaction conflict, transaction performance, cb_transaction_run, or 'how do I atomically update multiple documents.' Distinct from couchbase-app-integration (which covers single-document KV ops, subdocument ops, and has a brief transactions overview) — this skill is for users who need the full depth: designing around transactions, understanding the two-phase commit mechanics, debugging failures, and tuning performance. Use proactively when the user has a use case requiring consistency across multiple documents.
couchbase-upgrade
Plan and execute Couchbase Server version upgrades, including rolling upgrades and the specific considerations for upgrading to 8.0. Use whenever the user asks about upgrading Couchbase, rolling upgrade, upgrade path, upgrade from 7.x to 8.0, upgrade checklist, cluster compatibility version, Magma storage engine default change in 8.0, 128 vBucket change in 8.0, EE features required for 8.0 defaults, pre-upgrade backup, post-upgrade verification, or 'how do I upgrade Couchbase without downtime.' Distinct from couchbase-mcp (which has an operational-runbooks reference covering rolling upgrade mechanics via MCP tools). This skill covers the planning, compatibility, and 8.0-specific breaking changes that require attention before and after the MCP-level upgrade steps.
video-agent-operator
视频团队的运营分析师。分析抖音多账号数据，识别高表现内容特征， 给出选题建议和竞品洞察。支持从 CSV/Excel 文件或飞书多维表格读取数据。 当用户说"分析数据""看看最近表现""下期做什么选题"时触发。
debug
Diagnose and fix a failing test, error, or unexpected behavior. Routes to the appropriate engineer based on the error context. Lighter than /implement — no worktree isolation, no full pipeline ceremony. Trigger this when someone says: something is broken, fix this error, my test is failing, why is this not working, I'm getting an exception, this is throwing an error, debug this, why does this crash. Do NOT use when the root cause is already known and the fix is small — use /hotfix instead. Do NOT use for architectural changes — use /implement instead.
hotfix
Fast-track fix pipeline for production incidents. Skips worktree isolation and planning ceremony. Still requires code-reviewer and merge-reviewer as a safety gate. Use only when the root cause is already known and the fix is well-understood. Trigger this when someone says: emergency fix, production is broken, quick patch, urgent fix, hotfix, critical bug in prod, I know the fix I just need to apply it. Do NOT use when diagnosis is still needed — use /debug first. Do NOT use when the fix touches more than 3 files, adds dependencies, or changes the schema — use /implement instead.
implement
Orchestrates the full agent-pack pipeline for a task: git-engineer → [tech-lead] → engineer(s) → code-reviewer → [security-reviewer] → [performance-reviewer] → smell-reviewer → test-engineer → merge-reviewer → git-engineer (push/PR). Use when implementing a feature, fix, or change end-to-end. Trigger this when someone says: implement this, build this feature, make this change, add this functionality, code this up, I need this feature built, ship this. Do NOT use for targeted bug fixes with a known root cause — use /hotfix or /debug instead. Do NOT use for pure restructuring with no behavior change — use /refactor instead.
mcp-playbook
Deep reference / playbook for correctly driving the crevideo-reach MCP — TikTok Shop affiliate (分销) work: tool map (74 tools), the create flow, TC automation-wrapper vs direct entity, Open Collaboration (OC), read-side tool choice, filter schema, ID-space gotchas, message components, naming, reporting gotchas, sample approval, email centre, and debugging. Use when creating/listing/debugging outreach automations (TC / DM), running Open Collaborations, pulling affiliate analytics (collaboration / product / shoppable-video GMV / orders), managing affiliate creators (list / detail / blacklist / tags / lists / segments / journeys), discovering creators, approving sample requests, or handling DM / email conversations. Affiliate-only — campaign/marketing out of scope. Triggers on 自动化/目标合作/公开合作/给达人发消息/发邮件/ 分销报表/分销订单/GMV/达人表现/我的达人/找达人/黑名单/分群/申样/私信 and the English equivalents.
chameleon-pause-15m
Use when the user explicitly invokes /chameleon-pause-15m to temporarily suppress chameleon's advisory injections for 15 minutes
using-chameleon
Active when .chameleon/ profile directory exists. Explains hook-injected pattern context and violation feedback for TypeScript and Ruby on Rails.
onboard
First-time Loom setup for a new repository. Runs loom analyze, installs MCP config, and shows what was indexed.
stop
Gracefully close, pause, or verify a session: harvest promotable content, save progress, archive soul purpose, settle AtlasCoin bounty. Use when user says /stop, wrap up, done for the day, finishing up, close session, pause, verify, or end session.
sync
Fast save-point: sync all session-context files and MEMORY.md with current progress. Zero questions, zero delay. Use when user says /sync, save progress, save state, sync context, or /sync --full for capability inventory.
claude-rig-awareness
Understanding claude-rig — a tool that manages multiple Claude Code configurations ("rigs") in parallel. MUST be consulted before modifying any Claude Code configuration: installing/removing plugins, adding/configuring MCP servers, editing settings.json, editing .claude.json, editing CLAUDE.md, adding skills, hooks, agents, or commands. Also trigger when the user mentions "rig", "claude-rig", or asks about config layers, or when the user mentions "plugins", "MCP", "skills", "hooks", "agents", or "commands" in a configuration context, or when you're about to write to ~/.claude/, settings.json, .claude.json, or any config file inside a rig directory. Without this skill, you will likely modify the wrong location or put config in the wrong file.
e2e-testing
Create, run, and debug JSON-driven E2E browser tests with Chrome pool integration
brief
Session bootstrap — loads shared memories and team standards from the Mori server. Use at session start, or after a context compaction with --post-compact.
ingest
Bootstraps the memory store from existing material (repos, PDFs, transcripts). Use to seed memory from a project or document.
req
Lightweight project requirements checklist surfaced via /brief. Use to track or update outstanding project tasks.
four-leaf-coach
Job search and interview prep coach. Pulls real postings, role intelligence, and resume scoring from the hosted Four-Leaf MCP. Use when the user wants to find jobs, prep for interviews, practice answers, score a resume against a JD, or work through compensation negotiation. Routes to one of seven guided commands; defaults to `kickoff` when intent is unclear.
mcp-gate-debug
After Fusebase Gate MCP tool sessions, produce a concise debug-oriented summary — what went smoothly, what did not, and actionable improvements to fusebase-gate skills, prompts, or MCP server behavior. Prioritize isolated SQL/NoSQL store flows.
outbound-strategy
Build your own in-house cold email / outbound infrastructure instead of renting Smartlead, Instantly or Lemlist. Use when someone wants to set up self-hosted cold outreach: connecting their own SMTP/IMAP inboxes, sourcing and segmenting B2B leads, writing multi-step sequences, sending at scale with deliverability-safe caps and warmup ramps, classifying replies, and running everything autonomously with monitoring. Triggers on: "cold email infrastructure", "self-hosted outreach", "build my own Smartlead", "outbound system", "send cold email sequences", "lead segmentation", "email deliverability", "warmup", "inbox rotation", "reply tracking".
codex-cli-review
Code review via Codex CLI with full disk access. Use when: deep review needing full codebase read, uncommitted change review. Not for: quick diff review (use codex-code-review), doc review (use doc-review). Output: severity-grouped findings + merge gate.
context-budget
Audits Claude Code context window consumption across agents, skills, MCP servers, and rules. Identifies bloat, redundant components, and produces prioritized token-savings recommendations.
scaffold-research-project
Use to create a new research project from the template via conversation — no terminal, no `cp` commands. Asks for project name, parent directory, methodology, discipline, and languages; copies the template tree using the Write tool; patches CLAUDE.md frontmatter; optionally initialises git. Designed to work in Cowork (no shell access) as well as Claude Code.
wiki-graph
Use to build and analyse the knowledge wiki as a graph. Runs `scripts/wiki-to-graph.py` (from the research project template) to export an interactive self-contained graph.html (open in any browser, no install) plus graph.json / graph.graphml — and answers questions against the *live* wiki via deterministic query sub-commands (`neighbors`, `path`, `god-nodes`, `bridges`, `relations`, `search`, `stats`), grounded in the result — most-connected pages (god nodes), entities that bridge otherwise-unconnected sources, relation types and confidence (inferred vs grounded), clusters and weak spots. Triggers include "build/show me a knowledge graph", "map the wiki", "graph view of my research", "which entity connects or bridges my sources", "what are the most connected or central pages", "find surprising connections", "where are the gaps or weak links in the wiki", "export the wiki to Gephi/yEd". For frontmatter and wikilink validation use `wiki-lint`; for content and claim audit use `semantic-wiki-review`.
e2e-check
Run E2E tests or interactive browser verification. Triggers on: 'run e2e', 'e2e test', 'browser test', 'check in browser', 'verify UI', 'interactive test'.
lifesight-core
Use at the start of ANY conversation that will call a Lifesight MCP tool (ask_mia, query_ad_data, search_knowledge_base, get_current_budget, list_models, set_active_workspace). Load this BEFORE the first data call. Triggers: budget optimization, iROAS / iRevenue, marketing measurement, incrementality, MMM, channel performance, "what's working", board prep, CFO reporting, anomaly detection, scenario planning — any request that touches Lifesight measurement data. Also load whenever a Lifesight tool errored, returned a wall of data, stalled mid-question, or leaked internal field names.
litopys-memory
Use whenever the conversation involves the user's projects, systems, infrastructure, people, past decisions, or recurring problems — even when memory is not explicitly mentioned. Trigger on possessives and project references ("my project", "our server", "remember when we", "last time"), named systems and services in the user's graph (check litopys://startup-context for the exact names), references to past discussions, factual claims about the user's setup, or new stable knowledge worth recording. Always consult the graph before stating facts about user-specific things; record durable knowledge using the decision tree. Skip for generic programming/library questions unrelated to the user's stack.
_mureo-shared
mureo: Shared patterns for authentication, security rules, and output formatting.
onboard
Initial account setup — create STRATEGY.md and STATE.json from scratch, import platform data, and establish baseline metrics. Use when the user is starting fresh with mureo, has no STRATEGY.md yet, or asks to set up a new account.
unity-mcp-validator
Route Unity changes to the correct validation flow using Unity-MCP tools. Use when deciding, executing, and reporting reliable validation for gameplay logic, scene wiring, runtime behavior, UI changes, or final acceptance checks.
api-contract-audit
Static OpenAPI contract audit - endpoint drift (spec vs code), schema drift, status-code mismatch, breaking-change detection vs previous spec version, versioning consistency, security scheme alignment, deprecation markers, Richardson Maturity L0-L3 scoring. Framework auto-gen for FastAPI, NestJS, Express+swagger-jsdoc, Next.js route handlers, Django REST.
arch-audit
Audit Claude Code architecture files against Anthropic docs and release notes, and verify internal ecosystem consistency. Run weekly to maintain compliance, catch new features, and keep the context system clean.
commit
Classify staged changes, generate conventional commit message (type/scope/body), and execute git commit. Use after any implementation phase to commit work.
context-review
Phase 8.5 grep checks C1-C3. Runs the three mechanical grep checks of the context review in a single invocation - C1 credential patterns, C2 unresolved placeholders, C3 field name staleness. Returns pass/fail per check with matched lines. The orchestrator handles C4-C12 (judgment-required checks) in the main session after receiving this report.
dependency-audit
Dependency update audit. Inventories outdated packages, classifies into Tier A (safe patch+minor), Tier B (non-core major), Tier C (core/breaking-risk). Fetches changelogs for breaking-change candidates, greps the codebase for consumed APIs to evaluate impact, checks the test baseline, and produces a decision report (apply/defer/escalate per package). Also checks runtime version vs current LTS. Stack-aware via sibling PATTERNS.md (node-ts, python, swift in v1; other stacks fall back to agnostic rules). Audit-only — never modifies package.json or lockfiles in v1.
dependency-scan
Phase 1 mandatory dependency scan. Runs all 6 checks in a single invocation - route hrefs, component import consumers, shared type/utility consumers, test file references, FK references, access control policies. Returns a structured report per check with exact file paths and line numbers. Invoke once with the full list of affected entities. Never invoke for single-check queries - use Grep directly for those.
doc-audit
Static documentation drift audit - relative-link resolution, code-block syntax, CDK placeholder residuals, slash-command name match, skill-count consistency, ADR marker freshness, stack-specific doc sync (Next.js / Django / Swift).
external-review
Run a fresh-context review of CDK before a release. --mode=quick spawns a Claude general-purpose subagent with no project memory and an auto-bundled snapshot. --mode=full fans out the same bundle to GPT-4.1, Gemini 2.5 Pro, Mistral Large, and Perplexity Sonar Pro for cross-LLM coverage. Maintainer-only; not shipped to user projects.
infra-audit
Infrastructure and CI/CD security audit - GitHub Actions workflows (pwn-request, secret logging, missing pinning, permissions overreach), Dockerfile (latest tag, USER root, ADD on URL), Kubernetes manifests (runAsNonRoot, privileged containers, hostNetwork), Terraform (IAM wildcards, state in git, module pinning), GitLab CI equivalent checks. Stack-agnostic.
test-audit
Static test-suite quality audit - coverage from lcov/Istanbul/Cobertura/go/tarpaulin reports, pyramid shape (unit/integration/e2e ratio), anti-patterns (.only leaks, skipped tests, no-assertion tests, hardcoded sleeps). Stack-aware across 11 supported stacks.
ui-audit
Audit UI for design token compliance and component adoption. Static grep-based analysis against the sitemap's page and component files. Requires a design system with semantic tokens.
foundry
Reviews and builds agentic tooling to best practice across any AI coding assistant. Use when writing, reviewing, debugging, or porting a skill, hook, MCP server, subagent, slash command, settings file, or any agent configuration, and when a skill does not trigger, a hook blocks the wrong thing, or an MCP server does not appear.
advance
Advance the project to the next SDLC phase. Reads projectId from vibeflow.config.json, invokes the sdlc_advance_phase MCP tool, and surfaces the phase-gate's pass/fail reason. Supports humanOverrideNote for advancing under HUMAN_APPROVAL_REQUIRED consensus (Sprint 17-C).
phase-runner
End-to-end phase orchestrator. For the current SDLC phase, runs every registered analyzer, then drives a real cross-AI consensus verdict HEADLESSLY via hooks/scripts/consensus-run.sh (runs the codex/gemini reviewer CLIs + finalises verdict.json — no dependency on the disable-model-invocation consensus skills, so phase-runner no longer deadlocks). On APPROVED it records consensus + auto-advances via the sdlc-engine MCP tools; on NEEDS_REVISION/REJECTED it stops with an explicit operator breadcrumb (the deep-rewrite specialist→arbiter→apply chain edits the primary artifact and stays operator-confirmed by design). In TESTING it first generates the coverage artifact (Sprint 29). One command replaces the manual analyzer → consensus → advance walk.
codebase-search
Searches the codebase by concept using semantic search. Use for exploratory questions about behavior, flow, or architecture rather than exact symbol lookups.
lay-ui
Designer-paced, three-station workflow for translating Figma designs into production-ready code. Components are built one at a time with conversational review between each. Use when the user invokes "lay-ui", says "lay out the UI", asks to walk through a Figma file component-by-component, or wants a paced, review-driven build rather than a one-shot generation. For fast, code-first Figma-to-code without the review cadence, prefer the implement-design skill. Requires Figma MCP server connection.
rnd-doctor
Check runtime environment readiness: CLI tools, hook scripts, artifact directory, plugin registration, version sync, and Julia MCP tools.
agenticx-automation-crontask
Build and maintain Near Desktop scheduled (cron) tasks — default workspace ~/.agenticx/crontask, schedule_task tool, execution contract, and user-facing output. Use when the user wants recurring automation, crontab-style jobs, or to author/fix automation task prompts.
code-dev-workflow
Near code_dev harness — Explore, Read, Author phases with outline-first context discipline.
ctx-doctor
Run context-mode diagnostics. Checks runtimes, hooks, FTS5, plugin registration, npm and marketplace versions. Trigger: /context-mode:ctx-doctor
ctx-insight
Open the context-mode Insight analytics dashboard in the browser. Shows personal metrics: session activity, tool usage, error rate, parallel work patterns, project focus, and actionable insights. First run installs dependencies (~30s). Subsequent runs open instantly. Trigger: /context-mode:ctx-insight
ctx-stats
Show how much context window context-mode saved this session. Displays token consumption, context savings ratio, and per-tool breakdown. Read-only — shows stats only, no reset capability. To wipe the knowledge base entirely, use ctx_purge instead. Trigger: /context-mode:ctx-stats
ctx-upgrade
Update context-mode from GitHub and fix hooks/settings. Pulls latest, builds, installs, updates npm global, configures hooks. Trigger: /context-mode:ctx-upgrade
agenticx-automation-crontask
Build and maintain Near Desktop scheduled (cron) tasks — default workspace ~/.agenticx/crontask, schedule_task tool, execution contract, and user-facing output. Use when the user wants recurring automation, crontab-style jobs, or to author/fix automation task prompts.
code-dev-workflow
Near code_dev harness — Explore, Read, Author phases with outline-first context discipline.
ctx-doctor
Run context-mode diagnostics. Checks runtimes, hooks, FTS5, plugin registration, npm and marketplace versions. Trigger: /context-mode:ctx-doctor
ctx-insight
Open the context-mode Insight analytics dashboard in the browser. Shows personal metrics: session activity, tool usage, error rate, parallel work patterns, project focus, and actionable insights. First run installs dependencies (~30s). Subsequent runs open instantly. Trigger: /context-mode:ctx-insight
ctx-stats
Show how much context window context-mode saved this session. Displays token consumption, context savings ratio, and per-tool breakdown. Read-only — shows stats only, no reset capability. To wipe the knowledge base entirely, use ctx_purge instead. Trigger: /context-mode:ctx-stats
ctx-upgrade
Update context-mode from GitHub and fix hooks/settings. Pulls latest, builds, installs, updates npm global, configures hooks. Trigger: /context-mode:ctx-upgrade
agenticx-automation-crontask
Build and maintain Near Desktop scheduled (cron) tasks — default workspace ~/.agenticx/crontask, schedule_task tool, execution contract, and user-facing output. Use when the user wants recurring automation, crontab-style jobs, or to author/fix automation task prompts.
code-dev-workflow
Near code_dev harness — Explore, Read, Author phases with outline-first context discipline.
ctx-doctor
Run context-mode diagnostics. Checks runtimes, hooks, FTS5, plugin registration, npm and marketplace versions. Trigger: /context-mode:ctx-doctor
ctx-insight
Open the context-mode Insight analytics dashboard in the browser. Shows personal metrics: session activity, tool usage, error rate, parallel work patterns, project focus, and actionable insights. First run installs dependencies (~30s). Subsequent runs open instantly. Trigger: /context-mode:ctx-insight
ctx-stats
Show how much context window context-mode saved this session. Displays token consumption, context savings ratio, and per-tool breakdown. Read-only — shows stats only, no reset capability. To wipe the knowledge base entirely, use ctx_purge instead. Trigger: /context-mode:ctx-stats
ctx-upgrade
Update context-mode from GitHub and fix hooks/settings. Pulls latest, builds, installs, updates npm global, configures hooks. Trigger: /context-mode:ctx-upgrade
deeppapernote
Generate a high-quality deep-reading note for a single paper and write it into an Obsidian-style vault. Use when the user gives a paper title, DOI, URL, arXiv ID, Zotero item, or local PDF and wants a polished Markdown note with strong structure, evidence-based analysis, and figure placeholders.
executive-resume-writer
Create C-suite and VP level resumes emphasizing strategic leadership
free-image-and-video-generation
Free local AI image and video processing toolkit with cloud AI generation. Local tools: upscale (Real-ESRGAN), face enhance (GFPGAN/CodeFormer), background remove (rembg), object erase (LaMa), face swap (InsightFace), segment (FastSAM), media process (FFmpeg). Cloud tools: AI image/video generation via Atlas Cloud API (300+ models). For cloud generation, ALWAYS first use Atlas Cloud MCP tools (atlas_list_models, atlas_get_model_info) to find the model ID and parameter schema, then call scripts/ai-generate.py with the correct --model and parameters. Use when user asks to process, enhance, upscale, generate, or edit images/videos.
interview-prep-generator
Generate STAR stories, practice questions, and talking points from resume
job-description-analyzer
Analyze job postings, calculate match scores, identify gaps, and create application strategy
linkedin-profile-optimizer
Optimize LinkedIn profile for searchability, recruiter visibility, and engagement
nsauditor-ai
Use this skill whenever the user wants to perform network security scanning, auditing, vulnerability assessment, or host reconnaissance using NSAuditor AI. Triggers include: any mention of 'scan', 'audit', 'vulnerability', 'CVE', 'network security', 'port scan', 'service detection', 'OS fingerprinting', 'security assessment', 'penetration test', 'probe', 'MITRE ATT&CK', 'CPE', 'NVD', 'TLS audit', 'cipher check', 'banner grab', 'SNMP', 'NetBIOS', 'SMB', 'DNS security', 'DKIM', 'SPF', 'DMARC', 'DNSSEC', 'certificate audit', 'SARIF', 'CTEM', 'continuous monitoring', 'host discovery', 'mDNS', 'UPnP', 'SSDP', 'ARP scan', 'subnet scan', or references to NSAuditor, nsauditor-ai, or the nsauditor MCP server. Also triggers when the user asks to check if a host is up, enumerate services, detect TLS versions, find open ports, look up CVEs for a software version, audit DNS records, check certificate expiry, or perform continuous security monitoring. Use this skill even if the user doesn't explicitly say "NSAuditor" — if
offer-comparison-analyzer
Compare multiple job offers side-by-side with total compensation analysis
announcement-draft
「リリース告知文書いて」「announcement 作って」「アナウンス文章まとめて」「release notes 草案」「お知らせ案ほしい」と頼まれたら、opshub MCP の recall.search (関連 release / change context) + decision.list (recorded_after=last_release) + brief (announcement tone) を読み取り系で組み立て、ホスト LLM が告知文 text を構成して返す。persist しない (text-only、ADR-0016 §決定 (l)(a))。propose.generate を経由せず候補保存 / apply 経路を持たない。ユーザーが受け取った text を手で SaaS (Slack / Notion / GitHub release / メール 等) に投稿する。
decision-rationale
「あの決定はなぜ」「X を選んだ理由」「Y の決定経緯」「なんで A じゃなくて B にしたんだっけ」「この方針の根拠は?」と聞かれたら、opshub MCP の decision.list (期間 / トピック絞り) + graph.trace (decision を起点に source / proposal / 先行 decision へ provenance を遡る) + recall.search (関連 context の補強) を組み合わせ、決定 + 経緯 + 関連 source + 関連 prior decisions のサマリを返す。本 skill は手順書のみで実処理を持たない。
external-brief
「上司向け週次報告」「クライアント向け進捗まとめ」「外向きステータス」「マネージャーに送る report」「お客さんに見せる進捗」と頼まれたら、opshub MCP の task.list (state=completed, updated_after=対象期間開始) と decision.list (recorded_after=対象期間開始) を組み合わせて完了タスク + 意思決定を引き、brief で外向き tone のまとめを返す。persist なし、本 skill は手順書のみで実処理を持たない。pair: personal-brief (自分向け) と対をなす外向き skill。
find-document
「Box にあったあの資料」「先週共有された PDF」「<キーワード>含むファイル」「あの議事録どこ」「あの Google Doc」「Sheets の <X>」「Google Slides で説明したやつ」「あの Gmail」「Gmail に来てた件」「Google Calendar の予定」と頼まれたら、opshub MCP の search (FTS5) で本文ベース横断検索を実行し、Box / Slack / GitHub / MS365 (Outlook / Calendar / OneDrive) / Teams / Box Drive / OneDrive Drive / Office 文書 (Word / Excel / PowerPoint) / Google Workspace (Docs / Slides / Sheets) / Gmail (`gmail_message`、Phase 14) / Google Calendar (`google_calendar`、Phase 14) を横断して該当 source を返す。本文取得は読み取り経路のみで、外部 SaaS を直接叩かない。意味検索ハイブリッドが必要な場合は recall.search を補助的に併用してもよい。
handoff-draft
「引き継ぎ書作って」「handoff 書く」「後任向け資料まとめて」「業務引継メモほしい」と頼まれたら、opshub MCP の task.list (state=in_progress) + decision.list + recall.search + graph.related を読み取り系で組み立て、ホスト LLM が引き継ぎ書 text を構成して返す。persist しない (text-only、ADR-0016 §決定 (l)(a))。propose.generate を経由せず候補保存 / apply 経路を持たない。ユーザーが受け取った text を手で SaaS (Notion / Confluence / docs / Slack 等) に貼り付ける。
meeting-prep
「来週の会議準備」「明日のミーティング前確認」「次の会議の context」「<会議名> の準備して」「打ち合わせ前に状況教えて」「Google Calendar の予定」「明日の Google Calendar」と頼まれたら、opshub MCP の source.list (source_type は ms365_calendar または google_calendar、observed_after/before で対象期間) で該当 calendar event を引き、recall.search で過去の関連やりとり、graph.related で関連 decisions / sources を辿って会議準備サマリ (目的 / 過去文脈 / 関連 decisions / 参考 sources) を組み立てる。Phase 14 で Google Calendar (`google_calendar`、`google_calendar` connector) も対象に追加。read-only、persist なし。pair: meeting-followup (会議後) と対をなす。
next-actions
「次に何をする?」「やること教えて」「タスク何が残ってる?」「今日やること」「今週やること」「来週やること」「優先度高いのは?」と聞かれたら、opshub MCP の task.list と recall.search を使って優先度順の next-actions を組み立てる。Phase 18-C で slack.demand.list を追加し、Slack の @mention / DM を「読むべきが未処理」signal として priority 上位に組み込む。期間指定がある場合は task.list の updated_after / updated_before (ISO 8601、tasks.updated_at ベース) でフィルタする。新規 task の作成は task.create が write tool のためホスト側で人確認を促す (ADR-0022 §(c))。
personal-brief
「今日のまとめ」「今週どうなってる」「今月の動き」「先週の状況」「先月の振り返り」「最近どうなってる」「状況教えて」「自分の状況」と聞かれたら、opshub MCP の brief (LLM 要約) または recall.search / task.list / inbox.list / decision.list を順に叩いて指定期間 (デフォルト直近 24h) の主要な動きを要約する。Phase 18-C で slack.demand.list を追加し、Slack の @mention / DM 信号も「状況」に含める。期間は ISO 8601 timestamp を physical-column 時間フィルタ (updated_after/before / created_after/before / recorded_after/before) に渡してホスト側で組み立てる。LLM 推論ループは外部ホスト (Claude Code 等) 側、本 skill は手順書のみで実処理を持たない。pair: external-brief (外向き) と対をなす。
pr-review
「この PR レビューして」「#123 確認して」「PR どう思う」と頼まれたら、opshub MCP の recall.search で関連 source / decision / 過去 review を引き、必要に応じて gh pr diff の出力を組み合わせてレビュー観点を提示する。read 系のみで構成され、PR への comment 投稿は外部送信扱いで本 skill では行わない。
research
「<X> について調べて」「<Y> の経緯」「<Z> に関するすべての情報」「<トピック> を網羅的に教えて」「<キーワード> 周りの状況」と頼まれたら、opshub MCP の recall.search (意味検索) + search (FTS5 本文全文検索) + graph.related / graph.expand (関連 entity 拡張) + brief (LLM 統合要約) を順に叩いてトピック横断調査を実行し、sources 一覧 / 関連 entities / 経緯サマリを組み立てて返す。read-only、persist なし。
ai-agent-workflow
Use when designing or improving AI engineering workflows after the stack direction is already mostly known. Covers prompt pipelines, MCP integrations, tool-using agents, reusable workflow specs, evaluation loops, and workflow decomposition. Trigger this for agent architecture, prompt refinement, tool grounding, workflow design, and turning repeatable AI tasks into durable systems. If the main question is local model selection, deployment path, or LM Studio versus Ollama versus MLX, use local-ai-systems-studio instead. If the main request is to create, rewrite, benchmark, or improve a skill itself, use skill-creator instead even when the skill is AI-related.
askit-build-mcp
Creates and improves MCP server definitions (a portable .mcp.json) for a plugin to the Advanced Skill Library Standard. Use when you need to add an MCP server to a plugin, author or extend .mcp.json, or wire the per-target mcpServers manifest pointer.
mcp-architect
MCP (Model Context Protocol) 2025-11-25 server standards — tool/resource/prompt primitives, capability negotiation, Streamable HTTP transport with Mcp-Session-Id, OAuth 2.1 + RFC 8707 resource indicators, tool annotations (readOnly/destructive/idempotent), structured output, JSON-RPC error mapping, prompt-injection and SSRF defenses, MCP Inspector testing. Python (FastMCP) and Go (official SDK) recipes. Use when designing, reviewing, or scaffolding an MCP server.
workflow
Orchestrate multi-step workflows by decomposing into subtasks, dispatching them, and monitoring via foreground polling loops. Prevents session timeout kills during long-running orchestration. Use when coordinating multiple agents or running multi-phase work that takes more than a few minutes.
runapi-media-generator
Use when the user asks to generate an image, create a video, make music, create audio, synthesize speech, submit a media task, poll a task, or produce generated media through RunAPI. Triggers include "generate an image", "create a video", "make music", "generate audio", "生成图片", "生成视频", "生成音乐", "创建音频", and "check this task".
runapi-model-explorer
Use when the user asks what RunAPI models are available, compares models, needs pricing, asks for required fields, searches by modality, or wants a recommendation. Triggers include "what models", "compare models", "cheapest", "pricing", "required params", "有哪些模型", "比较模型", and "价格".
browser-testing-with-devtools
Tests in real browsers via Chrome DevTools MCP. Use when building or debugging anything that runs in a browser. Use when you need to inspect the DOM, capture console errors, analyze network requests, profile performance, or verify visual output with real runtime data. Requires the chrome-devtools MCP server to be configured.
mhn-project-working-memory
Uses Modern Hopfield (MHN) MCP tools for on-disk project working memory shared across Cursor agents and sessions. Use when the user wants agent memory, working memory, a local knowledge base, facts persisted in the repo, or handoff between agents without re-explaining context.
m3-agents
List registered agents and their last heartbeat. Useful for multi-agent setups.
30x-seo-monitor
Monitor your own website's SEO performance using Google Search Console data. Track keyword rankings, clicks, impressions, CTR, and position changes over time. Identify top performing pages, declining keywords, and new ranking opportunities. Use when user says "monitor my site", "my rankings", "GSC data", "Search Console", "my keywords", "position changes", "CTR", "impressions", or "clicks".
agent-codex-gate
Pattern for spawning subagents that must get Codex approval before their work is accepted. Use when dispatching parallel agents that each need independent Codex review gates.
codex-review-gate
Submit work to Codex for review and iterate until unconditional approval. Use after completing implementation tasks, before merging, or when a development process requires Codex sign-off.
design-review-cycle
Structured design document review via LLM gateway — submit plans, specs, or designs for peer review from Codex, Gemini, Grok, or Mistral, iterate on feedback, track review rounds. Use before implementing complex features. Mistral Vibe defaults to `--agent auto-approve`.
model-routing
Choose the right LLM and model for each task based on proven patterns. Use when deciding whether to delegate to Claude, Codex, Gemini, Grok, or Mistral, or when selecting model variants. Mistral Vibe selects model via `VIBE_ACTIVE_MODEL` env var (no `--model` flag).
multi-llm-consensus
Run a task through multiple LLMs (Claude, Codex, Gemini, Grok, Mistral) independently and require agreement before proceeding. Use for high-stakes generation, conflict resolution, or final quality gates requiring unanimous approval.
multi-llm-orchestration
Guide for orchestrating multiple LLMs via the llm-gateway — use when delegating tasks to Codex, Gemini, Grok, or Mistral, running parallel reviews, or managing cross-LLM workflows. Covers cache-aware `promptParts` dispatch and the `cache-state://` MCP resources.
red-team-assessment
Get an adversarial red team security assessment from any LLM (Claude, Codex, Gemini, Grok, or Mistral) with gateway-managed approvals and optional sqry, exa, and ref_tools MCP access. Use when you need adversarial security analysis of code, architecture, or configurations.
fabric-eventhouse
Use for Microsoft Fabric Eventhouse / KQL Database. Covers connection (cluster URI via `kqlDatabases` REST, kusto.kusto.windows.net audience, az rest temp-file for `|` escaping), authoring (`.create-merge` for safe schema evolution, ingestion inline/set-or-append/from-storage `;impersonate`, streaming policy, CSV/JSON mappings, retention/caching/partitioning/merge policies, materialized views + update policies, external tables), OneLake-availability-ON constraints (add/delete column ✅ April 2026+; type/rename/RLS/deletes need availability off), per-KQL-database remote MCP server (http, read/query auth, not in global MCP template), 4-role permissions (viewer/user/ingestor/admin), KQL query patterns (time-filter-first, has vs contains, materialize), string-matching speed table, KQL graph operators (`make-graph`/`graph-match`/`graph()` snapshots, openCypher — in-engine KQL graph, NOT the GraphModel item; see fabric-graph), and Fabric gotchas (`;impersonate`, MV stuck at 0%, dynamic vs string, == case-sensitive).
devtap-get-build-errors
Fetch devtap output for the current turn. Default to concise summaries and print raw logs only on explicit request.
local-rag-mcp
Use when querying, ingesting, or maintaining a local RAG MCP corpus for semantic document retrieval with privacy controls.
managed-codebase-context
Use when connecting to a managed codebase-context MCP/session service, checking stale maps, or safely using MCP-provided repository context.
search-before-building
Use when about to add a new helper, utility, or abstraction, a task sounds like a solved problem, a new external dependency is being considered, or custom code is proposed without checking what already exists.
loop-coding
Design a tight, self-verifying autonomous LOOP for a coding task — grounded in THIS repo and THIS agent's real capabilities. Unlike a copy-paste loop generator, this skill first inventories the actual environment (installed skills, subagents, MCP servers/plugins, hooks, scheduled tasks, the codebase, git worktrees), then interviews you only for the gaps, wires the loop to assets that really exist, and can launch it. TRIGGER when the user says "loop coding", "design a loop", "start a loop", "loopcode this", "set up a loop for X", or asks to build an autonomous agent loop. SKIP for a one-shot edit the user just wants done now.
mcp-conductor
Orchestrate multiple MCP servers together for complex multi-step tasks. Teaches agents to chain Exa search → Bright Data scraping → GitHub API → file operations in intelligent workflows. Use when a task requires data from multiple sources, when combining MCP tools for research, when building multi-step automations across services, or when the user says orchestrate, combine MCPs, multi-source, research pipeline, or chain tools together.
agency-os
Notion-as-source-of-truth dispatch board. Status flow Suggestion→Discussion→To-Do→In Progress→Done with subtasks, recurring tasks, deps, batch agent execution. Trigger: 'suggest X', 'discuss X', 'approve', 'start X', 'run todo', 'mark X done', 'kill X', 'next', 'capture this to Notion', 'agency-os status'.
hook-governance-layer
Design, review, or extend hook-based governance layers for tool runtimes with pre and post hooks, permission mediation, continuation control, additional context injection, and non-fatal hook errors. Use when Codex needs to build or audit hook systems, policy middleware, or execution governance around tools.
mcp-integration-plane
Design, review, or debug MCP integration layers with multi-transport connectivity, auth lifecycle handling, tool and resource discovery, output persistence, session-expiry recovery, and elicitation support. Use when Codex needs to build or audit MCP clients, connector planes, or external tool integration systems.
multi-agent-orchestration
Design, review, or operate multi-agent systems with role-specialized workers, scoped permissions, forked context, skill preloading, additive MCP connections, and explicit cleanup. Use when Codex needs to build or audit agent swarms, subagent delegation, worker roles, or cooperative task execution pipelines.
tool-runtime-pipeline
Design, review, or debug tool execution runtimes with input validation, hook integration, permission resolution, telemetry, structured results, and failure handling. Use when Codex needs to build or audit tool call pipelines, tool runners, tool middleware, or execution orchestration code.
verification-agent
Design or operate adversarial verification agents that independently validate implementation work with command-backed evidence, strict read-only boundaries, and explicit PASS FAIL PARTIAL verdicts. Use when Codex needs a post-implementation verifier, QA subagent, or evidence-first acceptance gate for non-trivial changes.
reddit-insights
Search and analyze Reddit content using semantic AI search via reddit-insights.com MCP server. Use when you need to: (1) Find user pain points and frustrations for product ideas, (2) Discover niche markets or underserved needs, (3) Research what people really think about products/topics, (4) Find content inspiration from real discussions, (5) Analyze sentiment and trends on Reddit, (6) Validate business ideas with real user feedback. Triggers: reddit search, find pain points, market research, user feedback, what do people think about, reddit trends, niche discovery, product validation.
frontend-design
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applications. Generates creative, polished code that avoids generic AI aesthetics.
reflecting-on-sessions
Use when completing a plan, finishing a development branch, wrapping up a session, or at any natural transition between work phases — reviews skill-bus telemetry to identify subscription gaps and suggest improvements
senior-frontend
Frontend development skill for React, Next.js, TypeScript, and Tailwind CSS applications. Use when building React components, optimizing Next.js performance, analyzing bundle sizes, scaffolding frontend projects, implementing accessibility, or reviewing frontend code quality.
extract-theme
Extracts the visual theme (colors, typography, radius, spacing, shadows) of a public website provided by the user and produces a shadcn/ui + Tailwind CSS v4 compatible token block, ready to paste into the project's `globals.css` (or `app.css`) inside `@theme` and `.dark`. Uses the chrome-devtools MCP server to drive a real Chromium instance (no Playwright). Use when the user asks to "extract the theme of <url>", "reverse-engineer the design tokens of <site>", "copy the look of <site> into shadcn", "build a tailwind v4 theme from <url>", or mentions extract-theme / theme extraction / design tokens from a URL.
cross-platform-shell
Rules for bash scripts, wrappers, and CI steps in this repo that must run identically on macOS, Linux, and Windows Git Bash (MSYS), plus the bisection workflow for hangs that reproduce only in CI.
cloudflare-access-mcp
Adds OAuth/SSO to a remote MCP server using Cloudflare. Three paths — AI Controls MCP Portal (REST, fastest), self-hosted Access app with Managed OAuth (REST), and the same as Terraform (when IaC already exists) — with a decision matrix, REST recipes per path, Terraform templates for the IaC path, and a stdlib validator that lints a `terraform show -json` plan. Use when the user asks to put an MCP server behind Cloudflare, add OAuth/SSO to a remote MCP server, expose a private MCP server via Cloudflare Tunnel, register MCP servers with the AI Controls portal, enable Managed OAuth or DCR on an Access app, or wire Claude Desktop / claude.ai web / Claude Code to an internal MCP server.
drawio-diagramming
Create and open draw.io diagrams. Use when the user wants to generate, edit, or open a diagram in draw.io (architecture/HLA diagrams, infra & Kubernetes topology, flowcharts, network diagrams) — covers the draw.io MCP servers (open_drawio_xml/mermaid/csv) and native .drawio file generation.
codex-mcp-setup
Use when the user wants to set up or sync Codex MCP servers for Polaris workflows. Trigger: 'codex mcp', '同步 mcp', '設定 codex mcp', '讓 codex 接 mcp', 'codex mcp setup'.
agent-memory
Recall past mistakes and capture feedback so your agent stops repeating errors. Works locally via MCP server — no API key needed.
skool-headless-reader
Read, monitor, and analyze Skool communities or posts headlessly for lead discovery, customer pain, acquisition opportunities, or ThumbGate revenue research without blocking the user's browser.
thumbgate
ThumbGate provides pre-action gates for AI coding agents. It captures thumbs-up/down feedback on agent actions, auto-promotes repeated failures into prevention rules, and blocks known-bad tool calls via PreToolUse hooks. Trigger when the user wants to add safety guardrails to an AI agent workflow, capture structured feedback on agent output, generate prevention rules from failure patterns, gate high-risk actions before execution, or export DPO training pairs from production feedback. Works with any MCP-compatible agent including Cursor, Codex, Gemini CLI, Amp, and OpenCode.
lessie-email
Send, manage, and automate emails across multiple providers (Gmail, Outlook, Official Email) via MCP. Use this skill whenever the user wants to send emails, check inbox, manage email threads, create bulk email campaigns, manage drafts, or check email accounts and quotas. Trigger this skill when the user mentions sending mail, checking inbox, email campaigns, drafts, follow-ups, read/unread status, or email automation. Requires MCP server configuration.
people-search
Search, qualify, and enrich people and companies. Use this skill whenever the user wants to find professionals, candidates, or KOLs by title, company, location, seniority, or audience; enrich known contacts with email, phone, or LinkedIn; research companies for industry, funding, tech stack, or hiring activity; look up someone's contact info; source candidates for recruiting; generate B2B lead lists; or perform background web research on people or organizations. Trigger this skill even when the user doesn't explicitly say "search" or "enrich" — any mention of finding contacts, sourcing, prospecting, looking up a person or company, or gathering business intelligence should activate it.
app-icon
Generate an app icon from a single 1024² master and fan out to iOS (AppIcon.appiconset with squircle-ready 1024 opaque), Android (adaptive foreground + background + Android 13 monochrome), PWA (192/512 + 512 maskable with 80% safe zone), and visionOS (3-layer parallax).
asset-enhancer
Classify a software-asset brief (logo, app icon, favicon, OG image, illustration, splash, icon pack, transparent mark), route to the right image model, rewrite the prompt in the target model's dialect, pick an execution mode (inline_svg / external_prompt_only / api) based on what's actually available, and run the pipeline. Use whenever the user asks for any visual asset for a software product.
asset-validation-debug
Diagnose and repair asset-generation failures. Maps tier-0/1/2 validation codes (checkerboard, missing alpha, safe-zone violation, palette drift, garbled wordmark, low contrast) to concrete repair primitives (matte, inpaint, route change, seed sweep, composite). Applies a retry budget so Claude does not loop on hopeless regenerations.
brand-consistency
Maintain visual coherence across a multi-asset brand set (logo + app icon + favicon + illustrations). Builds BrandBundle (palette, typography, style refs, do-not list), enforces palette per model (Recraft `controls.colors`, Midjourney `--sref`, IP-Adapter, LoRA), validates style similarity with CSD and palette ΔE2000, and promotes accepted assets into the reference set so each new generation tightens the lock.
favicon
Generate a full favicon bundle — favicon.ico (16/32/48 multi-res), icon.svg with prefers-color-scheme dark support, apple-touch-icon.png 180×180 opaque, and PWA 192/512/512-maskable — from a brand mark or a mark prompt.
illustration
Generate an in-product illustration (empty state, onboarding, hero, spot art) that obeys a brand bundle. Uses IP-Adapter / LoRA / Recraft style_id / Flux.2 brand refs for consistency across a set; validates palette ΔE2000 and style adherence.
logo
Generate a production-grade logo (primary brand mark). Returns RGBA PNG master + SVG vector + monochrome variant. Route by text-length and per-model ceiling. Strong-text models render multi-word and even paragraph-length wordmarks reliably; weak-text models composite SVG type post-render.
og-image
Generate an Open Graph / Twitter Card social unfurler image — 1200×630 JPEG/PNG, <5MB, with deterministic typography. Defaults to Satori + @resvg/resvg-js template rendering (no diffusion). Diffusion is optional and only for the hero art layer composited behind the template.
svg-authoring
Author production-grade inline SVG (logos, favicons, icon packs, stickers, transparent marks) when the P2A `inline_svg` execution mode is selected. Enforces viewBox, path-budget, palette, optical balance, and small-scale legibility rules so the emitted `<svg>` survives `asset_save_inline_svg` validation and renders crisp from 16×16 through 1024×1024.
t2i-prompt-dialect
Rewrite an asset brief into the exact prompt dialect of the target image model (OpenAI gpt-image-1, Google Imagen/Gemini, SDXL, Flux.1/Flux.2, Midjourney, Ideogram, Recraft). Handles negative-prompt translation, token budgets, transparency quirks, brand-palette injection, and text-in-image ceilings so that `asset_generate_*` submissions succeed on the first try.
transparent-bg
Produce a truly RGBA-transparent asset from a brief. Handles the
vectorize
Convert a raster image to SVG. Three paths — Recraft hosted vectorization, vtracer (multi-color polygon), potrace (1-bit). Optimizes with SVGO; validates path count as a quality signal.
serena-code-workflow
Семантический воркфлоу для кода через Serena MCP - приоритет перед raw reads и grep. Используй для: изучи код, проиндексируй проект, найди символы, найди ссылки на символ, рефакторинг, проследи реализацию, инспектируй файл. EN triggers: navigate code, find symbol, find references, semantic refactor, trace usages, inspect file, code lookup, symbol search, where is X defined.
codanna-codebase-intelligence
Use codanna MCP tools for semantic code search, call graphs, and impact analysis before grep/find.
vibe-to-agentic-framework
The conceptual framework behind the presentation — what "Vibe Coding to Agentic Engineering" means, why the journey is structured the way it is, and how every slide fits the narrative arc
find-skills
Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.
tailwind-design-system
Build scalable design systems with Tailwind CSS v4, design tokens, component libraries, and responsive patterns. Use when creating component libraries, implementing design systems, or standardizing UI patterns.
web-design-guidelines
Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "audit design", "review UX", or "check my site against best practices".
kavach
Add a default-deny execution gate around AI-agent actions in Python or Node / TypeScript using the kavach-sdk library. Use when the user is integrating Kavach, wants to add policy enforcement, drift detection, signed permit tokens, signed audit chains, secure channels, or default-deny request validation, mentions Gate, Guarded, PermitToken, ActionContext, EvaluateOptions, McpKavachMiddleware, guardTool, check_tool_call, evaluate_tool_call, or wants to wrap LangChain, LangGraph, MCP tool calls, Express, Fastify, or any agent tool-call code behind a deny-by-default check. Skip if Kavach is already wired up and the user is debugging unrelated code, or if the user is asking about a different policy engine (OPA, Cerbos, Casbin).
printing-press-adapter
Wrap an external OpenAPI-shaped service as a DontPanic-governed CLI + MCP adapter using CLI Printing Press
memex-organize
Periodic maintenance of the Zettelkasten card network. Run on a schedule (e.g., daily) to detect orphans, hubs, and contradictions.
memex-recall
MUST invoke BEFORE responding to the user's first task message. Your memory is NOT loaded until you run this — the index in system-reminder was removed, you must actively retrieve it.
memex-retro
MUST invoke after completing any task involving code changes, architectural decisions, debugging, or non-trivial problem solving. Skipping retro means the next session starts from zero.
agent-orchestration
Provides best practices for AI agent orchestration including MCP servers, A2A protocol, multi-agent coordination, and swarm architectures. Use when designing agent systems, configuring MCP servers, setting up agent teams, or when user mentions 'MCP', 'A2A', 'agent orchestration', 'multi-agent', 'swarm', 'agent team', 'LangGraph', 'CrewAI', 'AutoGen'.
op-tools
Use when choosing which Claude Code tool fits a task (Read/Edit/Write, Bash, grep, Agent, plan mode, TaskCreate, WebFetch, MCP, slash commands), debugging "should this be Bash or a dedicated tool", deciding when to background a long-running command, picking between grep and Agent(Explore) for a search, or auditing loaded MCPs for cost. Routes to chapter 15 (tool palette) of Achron Spine.
ios-simulator-debugger
Build, run, launch, inspect, interact with, and debug iOS simulator apps using XcodeBuildMCP tools, UI descriptions, screenshots, and log capture.
turbo-index
Index the current project for optimized search with QMD semantic search and fast file suggestions. Run this when entering a new codebase or after significant changes. Saves 60-80% tokens on exploration tasks.
soleri-mcp-doctor
Triggers: "MCP not working", "tools missing", "fix MCP", "mcp doctor", "server not connecting". Diagnoses and repairs MCP server connectivity.
goose-extensible-ai-coding-agent-by-block
An open-source, extensible AI agent from Block (formerly Square) that goes beyond code suggestions to install packages, execute commands, edit files, and run tests. Supports any LLM and extends via MCP servers for tool integration.
aspire
Aspire skill covering the Aspire CLI (start, stop, describe, wait, logs, otel, mcp), AppHost orchestration, service discovery, integrations, MCP server, dashboard, and deployment. Use when the user asks to create, run, debug, configure, deploy, or troubleshoot an Aspire distributed application. USE FOR: aspire start, aspire stop, aspire describe, aspire wait, aspire logs, aspire otel, list aspire integrations, debug aspire issues, aspire dashboard, aspire add, aspire mcp tools, aspire docs. DO NOT USE FOR: non-Aspire .NET apps (use dotnet CLI), container-only deployments (use docker/podman).
az-cost-optimize
Analyze Azure resources used in the app (IaC files and/or resources in a target rg) and optimize costs - creating GitHub issues for identified optimizations.
mcp-circuit-breaker
Detects MCP tool failure patterns and trips a circuit breaker to stop cascading retries. Proposes fallback alternatives and resets when the tool recovers. Triggers on "MCP failing", "tool keeps erroring", "circuit-breaker", repeated tool call failures.
toon
Token-Oriented Object Notation (TOON) format for LLM-optimized data encoding. Converts JSON to compact, human-readable format that minimizes tokens (~40% reduction) while improving LLM comprehension accuracy.
weekly-health
Weekly health review — sleep trends, workout adherence across wger/Fitbod/Peloton, nutrition averages, and recovery analysis.
prompts-chat
스킬/프롬프트 탐색 및 ��색 통합 스킬. 사용자가 스킬 설치, 프롬프트 검색, 프롬프트 개선을 요청할 때 활성화.
mcp-builder
Build MCP (Model Context Protocol) servers that give Claude new capabilities. Use when user wants to create an MCP server, add tools to Claude, or integrate external services.
plugins-scaffolding
Guide for creating Claude Code plugins with proper structure, metadata, and components. This skill should be used when creating plugins, writing manifests, or setting up marketplaces.
minicode_contributing
Guide for contributing to the minicode-sdk project. Use this skill when the user wants to contribute code, fix bugs, add features, or improve documentation for the minicode-sdk project.
minicode_usage
Guide for using the minicode-sdk library. Use this skill when the user wants to learn how to use minicode-sdk to build AI agents, integrate tools, use MCP servers, or configure the SDK.
agent-builder
Build custom AI agents in Claude Code from a user's problem statement. This skill analyzes the user's use case, asks smart clarifying questions, researches the internet for similar agents (GitHub repos, blogs, Claude Code community patterns), and then architects and builds production-ready Claude Code agents — including subagents, skills, hooks, slash commands, MCP integrations, and CLAUDE.md configuration. Use this skill whenever the user wants to create an agent, build an automation workflow, set up a Claude Code subagent, design a multi-agent system, or says things like 'build me an agent for...', 'automate this with Claude Code', 'I want a subagent that...', 'help me create a workflow', 'set up an agent pipeline', or any variation of wanting Claude Code to do something specialized. Also trigger when the user mentions agent architecture, agent SDK, agentic workflows, or task delegation in Claude Code — even if they don't use the word 'agent' explicitly.
mcp-tools
MCP tool decision tree and MCP-first fallback strategy. TRIGGER when: choosing whether to use an MCP tool versus a built-in, or an MCP tool is available for a task. SKIP: semantic-memory MCP usage specifically (use semantic-memory-mcp).
semantic-memory-mcp
Proactive use of semantic-memory MCP tools (semantic_search, semantic_recall). TRIGGER when: an agent should search vector memory for prior insights mid-task. SKIP: file-based 3-tier memory (use agent-memory); storing a new memory (use semantic-memory-store).
semantic-memory-store
Store reusable insights in semantic memory for vector-similarity recall. TRIGGER when: an agent discovers a pattern, decision, or gotcha worth retrieving later via embedding search. SKIP: searching/recalling memory (use semantic-memory-mcp); file-based memory writes (use agent-memory).
wechat-miniprogram-ai
用于将微信小程序接入微信小程序 AI，判断自动模式/开发模式，生成或审查微信 AI SKILL、原子接口、原子组件、mcp.json、app.json agent 配置、wx.modelContext 用法、pageMetadata、知识库、调试与评测；also trigger for WeChat Mini Program AI developer mode, automatic mode, atom APIs, atom components, MCP integration, and wxa-skills evaluation.
mica-savings
Estimate token and cost savings from MVM routing
check-pr-comments
Use to verify PR review comments are addressed in code. Optionally produces triage-compatible report.
dependabot-merge
Bulk-process open dependabot PRs: audit each dependency, comment findings, merge if CI green, request rebase on conflicts or CI failures. Use to merge dependabot PRs, process dependency bumps, auto-merge bot PRs, or handle dependabot backlog.
security-best-practices
OWASP-based secure programming practices. Use when writing or reviewing code handling auth, crypto, user input, secrets, or API endpoints. Consult proactively during reviews and planning.
longbridge-technical
Technical analysis frameworks — candlestick patterns, Ichimoku cloud, technical indicators (RSI/MACD/EMA/Bollinger), harmonic patterns (Gartley/Bat/Butterfly/Crab), Elliott Wave, Chan Theory (缠论 bi/zhongshu/buy-sell points), Smart Money Concepts (BOS/FVG/Order Block), and Turtle Trading signals with ATR/Unit position sizing. Triggers: "技术分析", "K线形态", "蜡烛图", "一目均衡表", "RSI", "MACD", "布林带", "谐波形态", "艾略特波浪", "缠论", "分型", "笔", "中枢", "Smart Money", "BOS", "FVG", "海龟交易", "海龟信号", "K線形態", "蠟燭圖", "一目均衡表", "纏論", "ichimoku", "candlestick pattern", "K线形态识别", "形态识别", "识别K线", "识别形态", "harmonic", "Elliott Wave", "chan theory", "turtle trading", "SMC", "technical indicators", "技術分析", "海龜交易", "海龜信號", "諧波形態"
scholar-sidekick
This skill should be used when the user mentions a scholarly identifier (DOI, PMID, PMCID, ISBN, arXiv, ISSN, NASA ADS bibcode, WHO IRIS URL) and wants structured metadata, a formatted citation, a bibliography export file, a retraction check, an open-access check, or verification that a claimed citation is real (not fabricated). Activates for citation formatting, BibTeX/RIS/EndNote export, "format this DOI" style requests, "has this paper been retracted?", "is this paper open access?", and "is this citation real / did you make this up?". Does not search for new papers — pair with a Semantic Scholar or OpenAlex MCP wrapper for that.
passport-bootstrap
Use when the user installs mnemo-mcp on a fresh machine and wants to restore prior memory state from S3 or Google Drive (Phase 2 passport sync). Triggers on phrases like "set up mnemo on this machine", "restore my memory passport", "import passport", "bootstrap mnemo", or when the user says they got a new laptop / VM and wants their memories back.
setup-bot
Diagnose and fix Telegram bot connection issues -- verify config, test send, resolve common errors
050105-agent-discovery
Agent and service discovery via well-known URIs: Agent Skills Discovery, MCP Server Cards, progressive disclosure, integrity verification.
using-socials
Use when the user wants to read feeds, inspect posts, draft or post replies, list personas, or control the browser for X, LinkedIn, Reddit, or YouTube via the Socials extension. Apply whenever Socials MCP tools are relevant to the task.
rocketcart-amazon-ads-live-review
Use for read-first Amazon Sponsored Products optimization, product-aware growth, preflight readiness, and post-change monitoring reviews that can run standalone from static exports or use Rocketcart MCP as an optional Amazon Ads plus product-intelligence layer. Guides Codex to inspect Rocketcart profiles, live SP campaigns, product ads/ASIN context, category rank/BSR movement, competitor signals, product readiness, budget and targeting drift, snapshots/changelogs, and proposed approval-gated action rows without executing writes by default.
right-composio
Use BEFORE calling any mcp__right__composio__* tool — especially COMPOSIO_SEARCH_TOOLS, COMPOSIO_MULTI_EXECUTE_TOOL, or COMPOSIO_REMOTE_WORKBENCH — and whenever a request involves Notion, Gmail, Google Calendar, Google Drive, Slack, GitHub, Linear, or any other service routed through Composio. Sessions that skip this skill burn 300-500K context tokens on repeated tool searches and inline payloads ($200+ per session observed in cache-write cost). Read once per session, on resume, and any turn that mentions a Composio-fronted service.
academic-cv-builder
Format CVs for academic positions with publications, grants, and teaching
ai-slop-detector
Universal prose audit. Scores writing on TWO axes — AI-Slop (does this read like AI wrote it?) and Comprehension (can a fresh reader follow this?). Use whenever the user wants to audit, critique, score, or fix prose. Triggers on "audit this", "review this", "is this AI", "is this readable", "does this sound like AI", "humanize this", "make this less AI", "AI slop check", "score this", "detect AI writing", "slop check", "de-slop this", "is this readable", "would a fresh reader follow this", "comprehension check". Also use as a final pre-delivery pass inside other writing skills (cold-email, copywriting, sales-enablement, ad-creative, email-sequence, mahmouds-seo-writer, mahmouds-reddit-strategist, mahmouds-writing-voice). Catches 45 AI-slop patterns + ~150 vocab tells + ~33 formatting tells + 35 comprehension patterns + 8 readability metrics, with density-based scoring on both axes, audience calibration, model fingerprinting, and dual-verdict output.
career-changer-translator
Translate skills from one industry to another, identify transferable skills
context-mode
Use context-mode tools (ctx_execute, ctx_execute_file) instead of Bash/cat when processing large outputs. Triggers: "analyze logs", "summarize output", "process data", "parse JSON", "filter results", "extract errors", "check build output", "analyze dependencies", "process API response", "large file analysis", "page snapshot", "browser snapshot", "DOM structure", "inspect page", "accessibility tree", "Playwright snapshot", "run tests", "test output", "coverage report", "git log", "recent commits", "diff between branches", "list containers", "pod status", "disk usage", "fetch docs", "API reference", "index documentation", "call API", "check response", "query results", "find TODOs", "count lines", "codebase statistics", "security audit", "outdated packages", "dependency tree", "cloud resources", "CI/CD output". Also triggers on ANY MCP tool output that may exceed 20 lines. Subagent routing is handled automatically via PreToolUse hook.
context-mode-ops
Manage context-mode GitHub issues, PRs, releases, and marketing with parallel subagent army. Orchestrates 10-20 dynamic agents per task. Use when triaging issues, reviewing PRs, releasing versions, writing LinkedIn posts, announcing releases, fixing bugs, merging contributions, validating ENV vars, testing adapters, or syncing branches.
cover-letter-generator
Create personalized, compelling cover letters from resume and job description
creative-portfolio-resume
Balance visual design with ATS compatibility for creative roles
hydra
Multi-perspective code review council: advisors analyze, reviewers cross-examine, chairman synthesizes verdict. USE for: architecture decisions, security audits, tradeoff analysis, "what am I missing" questions, pre-merge deep reviews, iterative re-reviews after fixes. DO NOT USE for: simple code generation, syntax fixes, single-file refactors, or factual lookups. TRIGGERS: 'hydra', 'hydra this', 'hydra review', 'run hydra', 'hydra deep', 'Hydra starten', 'hydra iterate', 'hydra re-review', 'hydra follow-up', 'hydra history', 'hydra pr', 'hydra branch', 'hydra ?', 'hydra auto', 'fix #', 'verify', 'hydra explain', 'hydra details', 'hydra tensions', 'hydra blind-spots'.
academic-cv-builder
Format CVs for academic positions with publications, grants, and teaching
ai-slop-detector
Universal prose audit. Scores writing on TWO axes — AI-Slop (does this read like AI wrote it?) and Comprehension (can a fresh reader follow this?). Use whenever the user wants to audit, critique, score, or fix prose. Triggers on "audit this", "review this", "is this AI", "is this readable", "does this sound like AI", "humanize this", "make this less AI", "AI slop check", "score this", "detect AI writing", "slop check", "de-slop this", "is this readable", "would a fresh reader follow this", "comprehension check". Also use as a final pre-delivery pass inside other writing skills (cold-email, copywriting, sales-enablement, ad-creative, email-sequence, mahmouds-seo-writer, mahmouds-reddit-strategist, mahmouds-writing-voice). Catches 45 AI-slop patterns + ~150 vocab tells + ~33 formatting tells + 35 comprehension patterns + 8 readability metrics, with density-based scoring on both axes, audience calibration, model fingerprinting, and dual-verdict output.
career-changer-translator
Translate skills from one industry to another, identify transferable skills
context-mode
Use context-mode tools (ctx_execute, ctx_execute_file) instead of Bash/cat when processing large outputs. Triggers: "analyze logs", "summarize output", "process data", "parse JSON", "filter results", "extract errors", "check build output", "analyze dependencies", "process API response", "large file analysis", "page snapshot", "browser snapshot", "DOM structure", "inspect page", "accessibility tree", "Playwright snapshot", "run tests", "test output", "coverage report", "git log", "recent commits", "diff between branches", "list containers", "pod status", "disk usage", "fetch docs", "API reference", "index documentation", "call API", "check response", "query results", "find TODOs", "count lines", "codebase statistics", "security audit", "outdated packages", "dependency tree", "cloud resources", "CI/CD output". Also triggers on ANY MCP tool output that may exceed 20 lines. Subagent routing is handled automatically via PreToolUse hook.
context-mode-ops
Manage context-mode GitHub issues, PRs, releases, and marketing with parallel subagent army. Orchestrates 10-20 dynamic agents per task. Use when triaging issues, reviewing PRs, releasing versions, writing LinkedIn posts, announcing releases, fixing bugs, merging contributions, validating ENV vars, testing adapters, or syncing branches.
cover-letter-generator
Create personalized, compelling cover letters from resume and job description
creative-portfolio-resume
Balance visual design with ATS compatibility for creative roles
hydra
Multi-perspective code review council: advisors analyze, reviewers cross-examine, chairman synthesizes verdict. USE for: architecture decisions, security audits, tradeoff analysis, "what am I missing" questions, pre-merge deep reviews, iterative re-reviews after fixes. DO NOT USE for: simple code generation, syntax fixes, single-file refactors, or factual lookups. TRIGGERS: 'hydra', 'hydra this', 'hydra review', 'run hydra', 'hydra deep', 'Hydra starten', 'hydra iterate', 'hydra re-review', 'hydra follow-up', 'hydra history', 'hydra pr', 'hydra branch', 'hydra ?', 'hydra auto', 'fix #', 'verify', 'hydra explain', 'hydra details', 'hydra tensions', 'hydra blind-spots'.
academic-cv-builder
Format CVs for academic positions with publications, grants, and teaching
ai-slop-detector
Universal prose audit. Scores writing on TWO axes — AI-Slop (does this read like AI wrote it?) and Comprehension (can a fresh reader follow this?). Use whenever the user wants to audit, critique, score, or fix prose. Triggers on "audit this", "review this", "is this AI", "is this readable", "does this sound like AI", "humanize this", "make this less AI", "AI slop check", "score this", "detect AI writing", "slop check", "de-slop this", "is this readable", "would a fresh reader follow this", "comprehension check". Also use as a final pre-delivery pass inside other writing skills (cold-email, copywriting, sales-enablement, ad-creative, email-sequence, mahmouds-seo-writer, mahmouds-reddit-strategist, mahmouds-writing-voice). Catches 45 AI-slop patterns + ~150 vocab tells + ~33 formatting tells + 35 comprehension patterns + 8 readability metrics, with density-based scoring on both axes, audience calibration, model fingerprinting, and dual-verdict output.
career-changer-translator
Translate skills from one industry to another, identify transferable skills
context-mode
Use context-mode tools (ctx_execute, ctx_execute_file) instead of Bash/cat when processing large outputs. Triggers: "analyze logs", "summarize output", "process data", "parse JSON", "filter results", "extract errors", "check build output", "analyze dependencies", "process API response", "large file analysis", "page snapshot", "browser snapshot", "DOM structure", "inspect page", "accessibility tree", "Playwright snapshot", "run tests", "test output", "coverage report", "git log", "recent commits", "diff between branches", "list containers", "pod status", "disk usage", "fetch docs", "API reference", "index documentation", "call API", "check response", "query results", "find TODOs", "count lines", "codebase statistics", "security audit", "outdated packages", "dependency tree", "cloud resources", "CI/CD output". Also triggers on ANY MCP tool output that may exceed 20 lines. Subagent routing is handled automatically via PreToolUse hook.
context-mode-ops
Manage context-mode GitHub issues, PRs, releases, and marketing with parallel subagent army. Orchestrates 10-20 dynamic agents per task. Use when triaging issues, reviewing PRs, releasing versions, writing LinkedIn posts, announcing releases, fixing bugs, merging contributions, validating ENV vars, testing adapters, or syncing branches.
cover-letter-generator
Create personalized, compelling cover letters from resume and job description
creative-portfolio-resume
Balance visual design with ATS compatibility for creative roles
hydra
Multi-perspective code review council: advisors analyze, reviewers cross-examine, chairman synthesizes verdict. USE for: architecture decisions, security audits, tradeoff analysis, "what am I missing" questions, pre-merge deep reviews, iterative re-reviews after fixes. DO NOT USE for: simple code generation, syntax fixes, single-file refactors, or factual lookups. TRIGGERS: 'hydra', 'hydra this', 'hydra review', 'run hydra', 'hydra deep', 'Hydra starten', 'hydra iterate', 'hydra re-review', 'hydra follow-up', 'hydra history', 'hydra pr', 'hydra branch', 'hydra ?', 'hydra auto', 'fix #', 'verify', 'hydra explain', 'hydra details', 'hydra tensions', 'hydra blind-spots'.
ibkr
Use the local IBKR project tooling to answer account, position, P&L, quote, option-chain, scanner, calendar, history, technical, regime, canary, market-event, protection-proposal, settings/freeze, order-preview, and order-status questions. Prefer read-only MCP tools when available or `ibkr ... --json` when using the CLI. This skill is read-only and never runs broker writes; live agent-origin broker writes are blocked daemon-side.
preset-mcp-dashboard
Use Superset MCP tools for dashboard inspection, dashboard creation, and adding charts to dashboards. Use only for MCP tool workflows; do not use for direct API work.
preset-mcp-data
Use Superset MCP data-returning tools for chart data, chart previews, rendered chart SQL, and dataset query results. Use only for MCP tool workflows; do not use for direct API work.
preset-mcp-datasets
Use Superset MCP tools for dataset inspection, semantic-layer querying, and virtual dataset creation. Use only for MCP tool workflows; do not use for direct API work.
preset-mcp-discovery
Use Superset MCP health, instance, list, detail, schema, and chart-type discovery tools. Use only for MCP tool workflows; do not use for direct API work.
preset-mcp-troubleshooting
Troubleshoot Superset MCP health, validation, permission, response-size, and bug-report workflows. Use only for MCP tool workflows; do not use for direct API work.
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
cuit-instrument
Wire CUIT into a customer app end-to-end. Auto-detects framework + state lib, mounts window.__cuitDebug, installs the recorder bridge, sets up the GitHub Action, and verifies with a round-trip test session. Use this when starting CUIT against a new codebase.
design-md
Analyze Stitch projects and synthesize a semantic design system into DESIGN.md files
adk-document
Document, write, draft, write-up, summarize. Generates any professional markdown artifact: runbook, ADR, RCA, PR body, commit message, changelog, Mermaid diagram, README, migration guide, API reference, experiment report, incident summary, onboarding doc, design doc, handoff doc. Markdown-first; repo-bound: output goes to `<repo>/.temp/adk/document/<task>/draft.md` (or repo-canonical path with --write-to). Does NOT publish — that's /adk-sync. Composable: any other adk skill can call this to generate a writeup, then call /adk-sync to push it. Cites every non-trivial claim to a repo path or quoted source; no filler phrases (anti-pattern grep enforced). Audience-tuned (engineer / pm / exec / mixed) — voice doesn't mix. Loads adk-agent-doc-writer always; loads relevant shared/guidelines (observability for runbook/RCA, api-design for api-reference, security for RCA, accessibility for UI docs) by --type. Quotes from external sources capped at 15 words.
adk-investigate
Investigate, debug, why-is-X-slow/broken/down, what-changed, RCA, root-cause, post-mortem. Multi-source data investigator. Read-only. Triggers on: symptom + service ("checkout broken", "users see 500s" — incident sub-flow, most common), Datadog incident/monitor/dashboard/log URL (anchored), Slack alert permalink (auto-extracts service + symptom-time), Statsig URL (experiment or audit-log sub-flow), Mixpanel question (product-analytics), Snowflake/Looker question (data verification), `--use rca` for full root-cause analysis (combines incident + statsig audit-log ±2h + git-blame + optional mixpanel user-impact). Always pins an explicit time window — no "recent" / "lately". Correlates ≥2 independent signals before naming a root cause. States confidence on every claim (low/medium/high). Recommends lowest-blast-radius next action (rollback > flag-off > restart > investigate-which-PR > escalate). Never modifies a monitor / dashboard / gate / experiment. Refuses PII queries against columns in `connectors/<source>.md
adk-review
Review, audit, look-at, sanity-check, check any review-able target. Triggers on: GitHub PR URL (specialized review-pr — most common), `.` or local path (review-code-changes against the working tree), markdown file or Confluence URL (review-doc), comment-thread URL (review-comments), repo path with --audit (audit-repo), PR URL with --audit (audit-pr). Read-only by default. Produces severity-tiered findings (blocker / critical / should / may / nit) with `path:line` + ≤15-word evidence quotes from the actual file. Six dimensions in order: correctness → tests → security → performance → readability → consistency. Loads adk-agent-code-reviewer always, adk-agent-security-reviewer when diff touches auth/input/crypto/deps. Under --fix: applies accepted findings locally + pushes after confirm (never force, never merges, never protected branches). Under -i: walks each finding. Under --plan: read-only review-and-recommend; no edits. Refuses single-pass for diffs >5000 LOC.
working-with-mcp
Use when user mentions MCPProxy/MCP tools (e.g., "check buildkite mcp", "use slack mcp") or when you need to discover or call tools through MCPProxy - immediately checks if mcp__MCPProxy__* tools are available, suggests /mcp reconnect if missing (MCPProxy MCP server not connected), explains when to use MCP tools vs HTTP API for debugging
wp-stack
Build, fix, optimize, and debug WordPress sites with the standard stack (Astra Free + Elementor Pro + ACF + msrbuilds/elementor-mcp). Activates when the user asks for WordPress, Elementor, page-builder, landing-page, CPT, custom-field, theme-settings, plugin-config, deploy, migrate, performance, security, or SEO work, or mentions any tool in the stack (Astra, Elementor, ACF, JetEngine, Rank Math, Yoast, WP Rocket, LiteSpeed, Cloudflare, CloudPanel, Wordfence). Also activates when converting a design (Figma / Claude Design / HTML) into a WordPress + Elementor structure via MCP.
legax
Use when the user wants an agent session bridged to a phone, wants remote replies polled, or wants the agent to ask a phone for approval before sensitive actions.
file-upload-attacker
Attacks file upload endpoints: MIME sniffing bypass, malicious file execution, path traversal via filename, ZIP slip, polyglot files, and SVG XSS. Covers §3.4 (file upload security). Key surfaces: web, API.
amazon-catalog-auditor
Audit Amazon Category Listing Reports (CLRs) for catalog health issues. Use when analyzing CLR files (.xlsx/.xlsm), checking for missing attributes, RUFUS bullet optimization, title validation, or generating catalog audit reports. Supports JSON/CSV/NDJSON export, field masks, pagination, and agent-native workflows.
sync-awareness
Suggest syncing MCP server configurations or instruction files to other AI coding agents when the user is editing MCP settings (.claude.json, .mcp.json) or modifying CLAUDE.md files. Available commands: /sync, /sync-list, /sync-diff, /sync-instructions.
fal-ai-media
Unified media generation via fal.ai MCP — image, video, and audio. Covers text-to-image (Nano Banana), text/image-to-video (Seedance, Kling, Veo 3), text-to-speech (CSM-1B), and video-to-audio (ThinkSound). Use when the user wants to generate images, videos, or audio with AI.
perf-baseline-manager
Use when managing perf baselines, consolidating results, or comparing versions. Ensures one baseline JSON per version.
autoresearch
Check and run autonomous experiments. Query experiment status, view results dashboards, and execute iterations. TRIGGER when: user asks about experiment status, autoresearch progress, "how's the experiment going", "run another iteration", or invokes "/autoresearch". DO NOT TRIGGER when: user is working on autoresearch agent code itself.
blockscout
Blockscout MCP tool reference for on-chain data queries. Covers all 16 tools: address info, transactions, token transfers, NFTs, contract ABI/source, read-only calls, ENS resolution, and block data across 8+ chains. TRIGGER when: user asks about on-chain data, contract state, token balances, transaction history, ENS lookup, NFT holdings, or uses blockscout MCP tools. DO NOT TRIGGER when: user asks about crypto market prices or trading volume (use coingecko skill), or writing Solidity code (use solidity-auditor skill).
ethskills
Ethereum ecosystem tooling and standards reference. TRIGGER when: asking about Ethereum development tools, framework selection, RPC providers, block explorers, EIP/ERC standards, or general Web3 development workflow. DO NOT TRIGGER when: writing or auditing Solidity code (use solidity-auditor skill), or working with Noir/ZK circuits (use noir skill).
patchbot
Scan for outdated dependencies and update them across Elixir, Rust, Node, Go, and Python ecosystems. TRIGGER when: user asks about outdated dependencies, "update deps", "dependency check", "what needs updating", or invokes "/patchbot". DO NOT TRIGGER when: user is working on patchbot agent code itself.
prepper
Generate pre-session project briefings with git activity, GitHub state, CI status, dependency health, and recall context. TRIGGER when: user asks for a "briefing", "what's the state of this project", "catch me up", "prep me", or invokes "/prepper". DO NOT TRIGGER when: user is working on prepper agent code itself.
recall
Query the recall knowledge base for relevant context. Searches decisions, patterns, gotchas, links, and insights stored across sessions. TRIGGER when: user asks to "recall", "remember", "what did we decide about", "check knowledge base", or references past decisions/patterns. DO NOT TRIGGER when: user is talking about memory/recall in a general sense, or working on the recall agent code itself.
sentinel
Monitor on-chain contracts for anomalous transactions. Checks for large transfers, ownership changes, unusual methods, and selfdestruct calls via Blockscout API v2. TRIGGER when: user asks about contract monitoring, "check this contract", on-chain alerts, "any suspicious transactions", or invokes "/sentinel". DO NOT TRIGGER when: user is working on sentinel agent code itself.
watchdog
Scan repos for health issues: stale PRs, failing CI, old issues, TODO refs, lockfile problems, and security advisories. TRIGGER when: user asks about repo health, "check my repos", "stale PRs", "CI status", security advisories, or invokes "/watchdog". DO NOT TRIGGER when: user is working on watchdog agent code itself.
docs-generate-agents-md
Give every AI agent in your repo the same context about your docs. Reads your Docsbook workspace and writes an AGENTS.md at repo root so Claude Code, Cursor, Codex, Copilot and Gemini CLI all start each session knowing the docs URL, languages, AI-chat conventions and available @docs-skills commands.
ensemble-playwright-test
Automated E2E testing and error resolution using Playwright MCP integration (Codex skill for /ensemble:playwright-test)
claude-cli
Drive the Claude Code CLI as six MCP tools from another agent — claude_execute (run a prompt), claude_session (lifecycle — resume/continue/fork/list/info/close), claude_context (workspace — add dirs, worktrees), claude_review (code review), claude_agent (background agent management), claude_config (runtime tuning — model/effort/permissions/settings). Use when an agent needs to programmatically spawn or orchestrate Claude Code instances, manage their sessions, or run background sub-agents — not for direct user-driven Claude Code use.
mcp-server-design
Design an MCP server's tool surface — equilibrated recursivity (flat schema, deep data), 1 tool vs N tool decomposition, output contract, error-code discipline, capability negotiation, security checklist, tool naming, and the Claude-Optimal validation. Use when the user says "design an MCP server", "decompose MCP tools", "MCP schema design", "MCP tool naming", "MCP error codes", "MCP security checklist".
mcp-server-implement
Build an MCP server in Rust — tool attributes, server lifecycle (initialize → capabilities → shutdown), transport choice (stdio vs Streamable HTTP), stderr-only logging, error mapping, and testing with the MCP Inspector in CLI mode (no browser). Use when the user says "implement an MCP server in Rust", "build an MCP tool", "Rust MCP server", "transport choice stdio vs HTTP", "MCP server lifecycle".
memory-search
Searches the project's deep memory archive (claude-memory-kit) and returns a curated summary of relevant facts, decisions, and history. Use when the answer may already be recorded from a past session — "what did we decide about X", "why did we do Y", "have we seen this error before", "how did we solve this last time", "what's our convention for Z" — or before re-deriving any project knowledge, setup, or prior decision from the code. The session-start memory snapshot is a bounded hot index, not everything; this skill reaches the rest. Skip when the question is purely about current code state (use Read/Grep), about this conversation only, or the user asked to ignore memory.
launchmystore
Build, run, and customize a LaunchMyStore e-commerce store from natural language. Use when the user wants to scaffold an app, ship a storefront / checkout / admin extension, build and deploy a WASM Function, configure App Bridge actions (Toast, Modal, ResourcePicker, SessionToken, TitleBar...), manage products / orders / customers / themes via the LaunchMyStore MCP server, or write Aqua (Liquid-dialect) theme code. Triggers include: "build a LaunchMyStore app", "lms cli", "add a discount function", "set up app bridge", "manage my store with AI", "write a theme block", "install an extension", "deploy a function", "use launchmystore", "lms", or any mention of LaunchMyStore / launchmystore.io.
gemini-review
Get a second opinion from Gemini on your current code changes. Analyzes staged/unstaged diffs and returns prioritized findings. Use when user asks to "review with Gemini", "Gemini code review", or "ask Gemini to check my code".
ollama-review
Get a second opinion from a local Ollama LLM on your current code changes. Analyzes staged/unstaged diffs and returns prioritized findings. No API keys needed. Use when user asks to "review with Ollama", "local code review", or "review offline".
selora-mcp
Uses the Selora AI MCP server to inspect home state, validate/create automations, manage automation lifecycle, and handle proactive pattern/suggestion workflows. Use when users ask to analyze their home, review Selora automations, validate YAML, create/enable/delete automations, list or act on suggestions/patterns, trigger a scan, or continue Selora chat sessions.
forge-triage
Triage and validate Forge project management issues before development begins. Use this skill whenever issues need to be reviewed for completeness, classified by complexity, or assigned category/priority. Triggers on: /forge-triage, triaging issues, validating issue quality, classifying issue complexity, setting issue priority, reviewing new issues, checking if issues are actionable. Also use when the pipeline needs to move an issue from open to confirmed status. Even if the user just says 'triage this' or 'check if this issue is ready', use this skill.
kim-orchestrator
多AI协作编排技能 - 自动协调Claude、Codex、Gemini完成需求分析→代码生成→代码审查工作流。 【核心触发场景】 - 开发任务、写代码、实现功能、编程任务 - 新功能开发、功能实现、代码实现 - 重构、优化代码、代码改进 - Bug修复、问题修复、错误处理 - 系统设计、架构设计、模块设计 【显式触发词】 - "AI编排"、"ai编排"、"多AI协作"、"三引擎"、"三AI" - "codex"、"gemini"、"kim team"、"kim-team" - "协作开发"、"编排流程" 【任务类型触发】 - 实现XXX功能、开发XXX模块、写一个XXX - 创建XXX、构建XXX、搭建XXX - 添加XXX功能、新增XXX特性 - 修改XXX、更新XXX、升级XXX - 修复XXX、解决XXX问题 - 重构XXX、优化XXX性能 - 设计XXX架构、规划XXX系统 【技术任务触发】 - API开发、接口实现、后端开发、前端开发 - 数据库设计、表结构、CRUD操作 - 用户认证、登录注册、权限控制 - 文件处理、数据导入导出 - 第三方集成、SDK接入
find-skill
Search the leading skill / agent / plugin marketplaces in real time and rank the top N matches for a user query. Use when the user asks 'find a skill for X', 'is there a plugin that does Y', 'what skill should I use to Z', 'recommend an agent for W', 'compare skills for ...'. Queries Anthropic claude-plugins-official, OpenAI Codex Directory, Gemini CLI Extensions, Smithery, mcp.directory, VoltAgent/awesome-agent-skills, wshobson/agents, obra/superpowers, mattpocock/skills, and Claude marketplace aggregators. Returns a numbered list with a match score (0-100), a quality score (0-10), name, description, and URL. Trigger words: 'find skill', 'find a plugin', 'skill for', 'plugin for', 'agent for', 'recommend a skill', 'search skills'.
status
Probe whether a JetBrains IDE MCP server is connected to this session and report the project modules it sees.
context-engineering
Build and query a token-efficient, provenance-tracked company brain across code, docs, and connector streams. Five capabilities ship as one skill: multi-source indexer (14 languages via tree-sitter AST + markdown heading trees, schema-versioned, incremental); Source ABC (connector contract — connectors live elsewhere, never in this skill); EntityStore (three-tier raw/events/wiki layer with full provenance, semantic-shift consolidation, drift/split/merge auditor); depth-aware packer (2 levels — full / pointer, 95% budget utilization, multi-hop reasoning, query-as-lens reranking, anti-hallucination filters); MCP server. Anabasis `find-links` reference implementation. Use when: an agent needs broad file awareness within a token budget, building or querying a wiki/EntityStore over code + human knowledge, extracting features from a repo (code-to-knowledge), packing entity pages with provenance, multi-hop reasoning across linked concepts, indexing a workspace or GitHub repo. Do NOT use for: single-file reads, when
stats
Show comprehensive iMessage analytics and behavior patterns.
mintlify
Build and maintain documentation sites with Mintlify. Use when creating docs pages, configuring navigation, adding components, or setting up API references.
woz-recall
Semantically search past Claude Code sessions to recall commands, solutions, and context from prior conversations. TRIGGER on 'remember when', 'last time', 'we did this before', 'how did we', or /woz-recall.
brief
Conducts a structured Socratic interview that gathers requirements, then writes a brief and an autopilot policy file for a new feature or task. Use when (1) a user starts /brief with a feature description, (2) requirements are unclear and need iterative Q&A, or (3) downstream skills (/create-ticket, /autopilot) need a structured brief artifact. Triggers on "/brief", "draft a brief", "start a new feature brief", "feature scoping interview".
create-ticket
Do not auto-invoke. Only invoke when called by name. Use when (1) user types `/create-ticket`, (2) user provides description / `brief=<path>` / `findings=<path>` asking for a structured backlog ticket, or (3) sibling skill delegates ticket creation (single or N>=1 via decomposer). Triggers on "create a ticket", "/create-ticket", "draft a ticket".
investigate
Investigates codebase topics by spawning the researcher subagent and writing structured findings to disk. Use when (1) the user runs `/investigate <topic>` directly to research a question, (2) `/scout` delegates the research phase of a ticket workflow via the Skill tool, or (3) a ticket directory needs an `investigation.md` artifact at `.simple-workflow/backlog/active/{ticket-dir}/investigation.md`. Default output directory is `.simple-workflow/docs/research/` when no ticket is bound. Triggers on "/investigate", "research the code", "investigate <topic>", "find references", "explore the codebase".
plan2doc
Creates an implementation plan by spawning the planner subagent with a size-routed model (sonnet for Size S, opus for M/L/XL) and writing the plan to disk. Use when (1) the user runs `/plan2doc <feature>` directly to draft a plan for a ticket workflow, (2) `/scout` delegates the plan step of a ticket workflow via the Skill tool, or (3) the user requests a plan for a feature outside any ticket workflow (output lands in `.simple-workflow/docs/plans/{feature}.md`). When a paired `ticket.md` exists, the generated `plan.md` carries a verbatim copy of the ticket's `## Acceptance Criteria` (AC SSoT discipline). Triggers on "/plan2doc", "write a plan", "plan the feature", "create an implementation plan", "design the implementation".
refactor
Plans and executes a refactoring with safety checks by delegating to the planner and code-reviewer agents, then iterating implementation + review up to three rounds. Use when (1) the user runs `/refactor {target}` directly to refactor a specific function, file, or pattern, (2) refactoring is invoked inside a ticket workflow with `ticket-dir={dir-name}` so the review artifact lands at `{ticket-dir}/quality-refactor-{n}.md`, or (3) the user wants the refactor protected by a `backup/pre-refactor-{timestamp}` branch and a bounded review loop. Use only when the user explicitly asks to refactor code. Triggers on "/refactor", "refactor code", "restructure", "extract method", "rename", "clean up".
solana-agent-kit
Comprehensive guide for building AI agents that interact with Solana blockchain using SendAI's Solana Agent Kit. Covers 60+ actions, LangChain/Vercel AI integration, MCP server setup, and autonomous agent patterns.
memory-heal
Auto-fix safe issues in the user's MemoryVault — backfill missing person aliases, resolve dead wikilinks by mapping to existing entities, mark orphan entity files as stubs. Use when memory-audit surfaces hygiene problems (dead_wikilinks > 0, entities_without_aliases growing) or once a month as preventive maintenance. Idempotent — running it twice is safe.
memory-ingest
Bulk-import a folder of markdown notes into the user's MemoryVault, OR add a single markdown file. Use when the user says "import my old notes from <path>", "bring in this file", or "convert this folder of notes to memories". Wraps each file with proper frontmatter, generates stable IDs, and lints. Different from memory-save (which is for single new memories from agent context).
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
borg
Failure memory for AI coding agents. Use when you have a concrete error, failed test, install/config/deploy failure, or repeated debugging loop and want ACTION / STOP / VERIFY guidance with explicit confidence. Not for simple tasks that need no structure.
release
Release vercel-plugin — run gates, bump version, generate artifacts, commit, and push. Use when asked to "release", "ship", "bump and push", or "cut a release".
mobbin-flutter
UI/UX research and Flutter implementation skill using Mobbin MCP. Trigger whenever the user wants to redesign, audit, or build Flutter screens/flows using real-world app references. Activate on: "redesign this screen", "improve the UX", "build a new Flutter screen", "find UI patterns for", "audit this flow", "make this look better", "use Mobbin for", "research design patterns for Flutter", or any Flutter UI/UX task where Mobbin patterns help. Also trigger when the user shares a screenshot or describes their Flutter UI and asks for improvement. Requires Mobbin MCP or claude-in-chrome MCP.
cortex-setup-project
Bootstrap Cortex for a new project or import existing session history. Use when the user says 'set up Cortex', 'seed this project', 'import my history', 'backfill memories', 'bootstrap memory', 'initialize Cortex for this project', or when starting to use Cortex on an existing codebase that already has Claude Code conversation history.
chameleon-doctor
Use when the user explicitly invokes /chameleon-doctor to get a triage report on their chameleon installation health
qa-test-planner
Generate comprehensive test plans, manual test cases, regression test suites, and bug reports for QA engineers. Includes Figma MCP integration for design validation.
lifecyclemigrate-from-nextjs
Step-by-step migration from Next.js App Router to TanStack Start: route definition conversion, API mapping, server function conversion from Server Actions, middleware conversion, data fetching pattern changes.
organize
Open the Claude Code Organizer dashboard — view and manage all memories, skills, MCP servers, hooks, and configs across scopes
mcp-add
Install an MCP server template from dotforge into a project or global Claude Code config with a single command.
remem
Use when the user asks Codex to recall prior project context, save durable decisions or bug fixes, inspect remem memory health, or activate remem automatic memory hooks from the Codex plugin.
figma-use
**MANDATORY prerequisite** — you MUST invoke this skill BEFORE every `use_figma` tool call. NEVER call `use_figma` directly without loading this skill first. Skipping it causes common, hard-to-debug failures. Trigger whenever the user wants to perform a write action or a unique read action that requires JavaScript execution in the Figma file context — e.g. create/edit/delete nodes, set up variables or tokens, build components and variants, modify auto-layout or fills, bind variables to properties, or inspect file structure programmatically.
add-provider
Use when adding a new MCP server provider to usync. Triggers: "add a new provider", "add provider X", "scaffold provider", "support <NAME> MCP", "register an MCP server". Walks through official doc lookup, scaffolding, registration, header dispatch, QA scenarios, and documentation updates.
claws-mcp-cognition-engine
Meta-skill for using all 90 Claws MCP tools correctly — decision flow, family map, anti-patterns, cost model. Read before invoking any mcp__claws__* tool.
claws-prompt-templates
Reference templates for crafting Claws worker missions — production-grade patterns for mission text, completion markers, hard gates, and DX gates across all six dispatch classes (shell/worker/fleet/lead/titan/legion).
claws-rtk-eval
Evaluation and integration design for the rtk token-compression CLI in Claws workers — ADOPT decision, v0.8.4 integration plan, and re-evaluation triggers.
claws-skill-quality
User-invocable entrypoint for the SKILL.md quality regime — fires when authoring, reviewing, or scoring a SKILL.md file against the Claws schema.
claws-spec-first
Spec-first workflow — write a validated .specs/<id>.spec.md before dispatching workers so intent is the contract and code is the derivative. Reduces mission drift.
higgsfield-media
Generate professional images and videos using the Higgsfield MCP server. Supports 30 plus models including Soul V2, Nano Banana Pro, GPT Image 2, Flux 2 Pro, Seedream 4.5, Seedream 5.0 Lite, Kling 3.0, Seedance 2.0, Veo 3.1, and Sora 2. Use this skill whenever the user wants to generate an image, generate a video, create an ad creative, make a product photo, make a UGC video, build a social pack, create a LinkedIn cover, design a hero image, build a newsletter header, design a blog hero, produce architecture-diagram backdrops, or generate any visual asset where Higgsfield is appropriate. Triggers also fire on phrases like use Higgsfield, with Kling, with Veo, with Sora, with Seedance, Nano Banana, Soul V2, Soul Character, Flux 2, GPT Image, Marketing Studio, ad pack, social pack, 5-second clip, 15-second video, cinematic ad, product hero shot, lifestyle photo, reel, TikTok video, YouTube short, AI image, AI video, Instagram reel. Use even if the user does not name Higgsfield. Requires an active Higgsfield sub
uniprot
UniProt protein database - accessions, annotations, and programmatic access
cn-stats
中国国家统计局公开数据查询技能，当用户想查询经济、CPI、GDP、人口、房价指数等数据时触发。
cn-stats
中国国家统计局公开数据查询技能，当用户想查询经济、CPI、GDP、人口、房价指数等数据时触发。
cn-stats
中国国家统计局公开数据查询技能，当用户想查询经济、CPI、GDP、人口、房价指数等数据时触发。
speckit-archive
Archive a feature specification into main project memory after merge, resolving gaps and conflicts
speckit-auto-run
Run the full speckit workflow end-to-end — specify, plan, critique, tasks, implement, review, extract — making all decisions autonomously.
speckit-checkpoint-commit
Commit changes at meaningful checkpoints throughout the workflow
speckit-critique-run
Perform a dual-lens critical review of the specification and plan from both product strategy and engineering risk perspectives before implementation.
speckit-extract-run
Extract knowledge, guidelines, and ADRs from one or more completed spec directories into the project documentation system.
speckit-git-feature
Create a feature branch with sequential or timestamp numbering
speckit-iterate-apply
Apply a pending iteration to spec documents — update all artifacts that speckit.implement relies on, then hand off to implementation.
speckit-iterate-define
Define an iteration on the current feature — analyze the change request against current spec state and implementation progress, then write a reviewable iteration plan.
speckit-reconcile-run
Reconcile implementation drift by updating the feature's own spec, plan, and tasks
speckit-retrospect-run
Run a session retrospective that surfaces context-management gaps and routes them to approved follow-up actions.
speckit-review
Comprehensive code review using specialized agents — orchestrates code, comments, tests, errors, types, and simplify agents sequentially.
speckit-review-code
General code quality review — project guideline compliance, bug detection, code quality analysis.
speckit-review-comments
Code comment accuracy verification, documentation completeness assessment, comment rot detection.
speckit-review-errors
Error handling review — silent failure detection, catch block analysis, error logging.
speckit-review-run
Comprehensive code review using specialized agents — orchestrates code, comments, tests, errors, types, and simplify agents sequentially.
speckit-review-simplify
Code simplification suggestions — clarity, unnecessary complexity, redundant abstractions. Advisory only.
speckit-review-tests
Test coverage quality analysis — behavioral coverage, critical gap identification, test resilience evaluation.
speckit-review-types
Type design analysis — encapsulation, invariant expression, usefulness, and enforcement.
speckit-summary-run
Produce a flow-level summary of the current Claude Code session — executive summary, chronological timeline, and outcomes — written into the active feature directory next to spec.md / plan.md.
speckit-tinyspec-classify
Classify task complexity and recommend tinyspec or full SDD workflow
speckit-tinyspec-implement
Implement a small change directly from its tinyspec file
speckit-tinyspec-tinyspec
Generate a single lightweight spec file with context, plan, and tasks for small changes
julia-evaluation
Activates when user asks to run, evaluate, or test Julia code in a persistent REPL session, or mentions Julia REPL, Julia session, or hot-reloading Julia changes.
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
adk-cli
Python package home for the `adk` CLI subcommands. NOT a slash-invokable skill — install.py skips this directory when symlinking skills into agent skill dirs. The `adk` binary at `<repo>/bin/adk` is symlinked to `~/.local/bin/adk` at install time and dispatches to the modules under `scripts/`.
document
Draft a technical document from an intent or a source. Triggers on "write the runbook / ADR / RCA / PR description / commit message / changelog / diagram / README / migration guide / API reference / experiment report / incident summary / onboarding doc / design doc". Markdown-first: produces a draft in a local file and NEVER publishes (no Confluence / Jira / Slack / GitHub posting — that is a separate concern). Reader-first voice: leads with the reader's question, cites every non-trivial claim to a repo path or quoted source, caps external quotes at 15 words, cuts filler. Audience-tuned (engineer / pm / exec / mixed) — the voice does not mix. GitHub context (PR / issue) is read via the gh CLI.
implement
Implement, build, ship, or wire up a change in an existing repo. Polymorphic on input: a Jira URL/KEY-123, a GitHub issue URL or #N (fetched via the gh CLI), a Confluence/Slack link (fetched via MCP), or freeform "build the X" prose. Plans before it acts: gathers context, presents 2-4 approaches with trade-offs, confirms, then writes the smallest correct change matching repo conventions, with tests for new behavior. Validates with the repo's own typecheck/lint/narrow tests at every checkpoint. Git via git directly (feature branch, never protected, never force, never merge); GitHub via the gh CLI only (PRs via gh pr create); clones SSH-only.
investigate
Investigate, diagnose, RCA, "why is X slow/broken/down", "what changed" for any production symptom. Triggers on a free-text symptom + service, a Datadog incident/monitor/dashboard/log URL, a Slack alert permalink, a Statsig gate/experiment URL, or a Mixpanel/Snowflake/Looker question. Read-only — never modifies a monitor, dashboard, flag, or experiment, and never triggers a rollback or restart (recommends; the human executes). Pins an explicit time window on every query, correlates >=2 independent signals before naming a root cause, and states confidence (low/med/high) with anchored evidence and <=15-word verbatim quotes. Produces a timeline + hypothesis + a lowest-blast-radius next action.
pr-review
HEAVYWEIGHT, GitHub-only deep PR review. Takes a GitHub PR URL, prepares a read-only git worktree at the PR head (SSH clone only), and reviews the diff with full cross-file context via Read/Grep/Glob. Fans out one agent per dimension (correctness, security, tests, performance, api, docs, observability, concurrency, feature-flow) through the Workflow tool, then adversarially verifies every finding before it survives. Traces feature flags / experiments via the adk-statsig MCP and pulls linked Jira/Confluence via the adk-atlassian MCP. Posts inline review comments, a review summary, and appreciations through the gh CLI after confirmation. NEVER merges, never force-pushes, never edits the PR's code. For a quick read-only pass with no worktree, use /adk:review.
review
Review, audit, sanity-check, look-at any review-able target. Triggers on a GitHub PR URL (fetched via the gh CLI), a local path or "." (review the working tree), a markdown/doc file, or a comment-thread URL. Read-only by default; --fix applies accepted findings locally and pushes to the PR branch after confirmation (never force, never merge, never to a protected branch). Produces severity-tiered findings (blocker / critical / should / may / nit) with path:line and <=15-word verbatim evidence quotes. Six dimensions: correctness, tests, security, performance, readability, consistency. For a deep PR review with cross-file code-context retrieval, use /adk:pr-review.
regen-eval-baseline
Captures a promptfoo skill-eval baseline JSON for one sumo-qa skill and snapshots it to docs/qa/runs/eval-baselines/, with an automatic delta against the prior snapshot. Use this whenever the user mentions baselining a skill, capturing a before/after eval, running a single-skill eval, or measuring the effect of a SKILL.md edit — common during token-optimisation rounds. The actual work runs through a bundled script that handles path conventions, API-key checks, and diffing in one go.
scaffold-sumo-qa-skill
Scaffolds a new sumo-qa sub-skill end-to-end — SKILL.md skeleton, matching promptfoo eval YAML, and an approaches.md catalogue entry — through a single bundled script. Use this whenever the user wants to add a new sumo-qa-* skill, even if they describe it as "creating a skill", "adding an approach", "starting a new routing branch", or just "writing skills/sumo-qa-X". Enforces the sumo-qa- name prefix and checks for collisions against both the source tree and the installed MCP server, so a clean handoff to the next contributor is always possible.
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
plugin-structure
This skill should be used when the user asks to "create a plugin", "scaffold a plugin", "understand plugin structure", "organize plugin components", "set up plugin.json", "use ${CLAUDE_PLUGIN_ROOT}", "add commands/agents/skills/hooks", "configure auto-discovery", or needs guidance on plugin directory layout, manifest configuration, component organization, file naming conventions, or Claude Code plugin architecture best practices.
computer-use
Use when driving native macOS apps -- click buttons, type text, screenshot windows -- without moving the user's cursor or stealing focus. Triggered by requests to control desktop apps (Slack, Notes, Xcode, Telegram Desktop, VS Code), automate macOS workflows, or take screenshots of native windows. macOS-only.
do-design-audit
Audit an existing web UI against premium design criteria. Screenshots pages and evaluates visual hierarchy, typography, color, spacing, consistency, and more. Use when the user wants to evaluate design quality, audit a UI, or says 'review this design', 'check the UI', 'audit this page', 'scan the interface', or provides a URL for design feedback.
Use when browsing LinkedIn, reading posts, writing comments, checking DMs, or engaging with content. Triggered by requests to comment on LinkedIn, browse feed, interact with posts, or read/reply to LinkedIn messages.
prime
Use when onboarding to the Valor AI codebase, understanding the system architecture, or when the user asks 'how does this work'. Comprehensive codebase orientation guide.
super-claudioai-and-agents
AI integration and agent building skill. Use when the user wants to use the Claude API, build AI-powered apps, create Claude Code skills or agents, connect MCP servers, or improve their prompts and AI workflows. Trigger on: "use the Claude API", "Anthropic API", "build an AI app", "create a Claude skill", "write a skill for Claude Code", "build an agent", "MCP server", "Model Context Protocol", "connect Claude to X", "prompt engineering", "improve my prompt", "system prompt", "AI workflow", "LLM integration", "build a chatbot", "fine-tuning", "Claude Code plugin", "create a plugin", "AI pipeline", "multi-agent", "tool use", "function calling". Also trigger when the user mentions: superpowers, skill-creator, claude-md-management, pr-review-toolkit, context7, or any Claude Code plugin by name. Do NOT trigger for: general code questions without AI integration (use software-development).
super-claudiohelp
Super Cláudio help and navigation skill. Use when the user types /super-claudio:help, wants to know what super-claudio can do, asks "what skills do you have", "what can super-claudio do", "show me the super-claudio menu", or wants to browse available skills.
deep-research
Multi-source deep research using firecrawl and exa MCPs. Searches the web, synthesizes findings, and delivers cited reports with source attribution. Use when the user wants thorough research on any topic with evidence and citations.
excalidraw
MANDATORY prerequisite for ALL Excalidraw MCP tool usage. Read BEFORE calling any Excalidraw tool (batch_create_elements, create_element, update_element, etc.). Without the sizing formulas, two-batch ordering (shapes-then-arrows), compact legends, domain styling presets, and write-check-review cycle in this skill, diagrams have invisible arrows, truncated text, and inconsistent colors. Use whenever the user asks to draw, sketch, visualize, or diagram anything technical — system architecture, microservices topology, C4 diagrams, data pipelines / ETL flows / lakehouse, sequence diagrams, ER diagrams, deployment / Kubernetes diagrams, network topology, flowcharts, decision trees. Includes ready-to-apply color palettes for software engineering, system architecture, and data solutions.
mcp-index-empty-diagnosis
Diagnose and fix an MCP retrieval tool (jdocmunch, jcodemunch, jdatamunch) that is registered and running but silently returns empty results due to an unpopulated index. Also wires in preventive measures so the gap can't recur silently.
mempalace-repair-mine-interference
Diagnose and resolve MemPalace repair failures caused by active mine jobs holding the SQLite write lock, an install script respawning miners, or FTS5 full-text index corruption discovered alongside HNSW corruption. Use when `mempalace repair` hangs, errors with "database is locked", or when FTS5 queries return nothing after HNSW is fixed.
dt-usage
Use when the user adds, changes, removes, or announces a change to business behavior — a new endpoint, model, command, signal, event, validation rule, form, page, module, architectural decision, feature flag, supersedes relation, or dependency between modules — and the knowledge graph should reflect it. This covers both explicit asks ("persist that", "register this") and conversational announcements of edits the user just made. Also use when the user wants to capture, note, or record a change for later, even when phrased informally. Also use when the user asks "how does X work", "what flows touch Y", "which rules protect Z", or any question whose answer should live in a project knowledge graph. Read the graph before answering, write nodes/edges after deciding. Skip pure refactors with no behavior change, dependency bumps, styling-only edits, and exploratory talk.
team-builder
This skill should be used when the user asks to "build a team", "suggest a team", "what team should I run", "is my team good", or wants help evaluating an existing team for a specific Pokemon GO Battle League cup and CP cap.
mcpx
Use when the user needs to discover or call already-configured MCP servers through the mcpx CLI, including generating project-local MCP routing skills.
note-tidier
Tidies your scratch notes — sorts lines, trims whitespace, removes duplicates. A friendly little helper for messy text files.
openai-whisper
Local speech-to-text with the Whisper CLI (no API key).
create-ad
Create an OpenAI ChatGPT Ads campaign (campaign → ad group → chat_card ad) from a natural-language brief, created PAUSED with explicit confirmation before anything touches the API. Use when the user says "create an openai ad", "run a chatgpt ad", "launch a campaign on chatgpt ads", "promote X on chatgpt", or gives an ad brief mentioning OpenAI/ChatGPT ads.
list-subs
List all active skill-bus subscriptions across global and project scopes, showing merge status, insert-level and subscription-level conditions, effective condition stacking, and what would fire for each skill.
pause-subs
Temporarily disable the skill bus. Quick toggle to stop all subscriptions from firing without removing them.
unpause-subs
Re-enable the skill bus after pausing. Restores subscription processing.
arxiv-search
Single-machine academic paper search and PDF handling for any research field. Searches arXiv and Semantic Scholar without an API key, with DuckDuckGo as a web fallback, and extracts/downloads PDFs locally. MCP servers (arxiv-mcp-server, Ai2 Asta) are used when available. Use for quick, focused lookups in any discipline; for a broad multi-database sweep use scholar-megasearch instead.
context-budget
Use when context feels heavy or you've added skills, agents, MCP servers, or memory and want a token-consumption audit of the whole setup with a prioritized trim list.
customer-audit
Universal, multi-agent, VISION-VERIFIED audit that makes any app, website, tool, CLI, API, or MCP server genuinely great. Fans out one agent per surface and exercises EVERY single control (button, field, toggle, menu, tab, swipe, long-press, drag) for real — screenshotting before/after and looking at the result — across every lens: does each control actually work + persist + sync, the "does the UI lie?" trust audit, UI/interaction craft & motion, fresh-eyes customer journeys, competitive teardown, accessibility, performance, security, microcopy, empty/error/edge states. Adversarially verifies every finding, then returns a ranked fix list (or auto-fixes). Detects and uses the available MCP servers (e.g. Playwright for websites) and routes UI findings through the user's installed design skills. Trigger when the user says "audit", "customer audit", "review every page/screen", "find everything wrong or missing", "test every button", "QA this", "make this badass/premium", "is everything working and in sync", or ru
jovida
Capture and manage the user's Jovida Daily todos through the Jovida Daily desktop app's MCP tools — propose creating/updating tasks (the user confirms), or directly complete/delete them (immediate, undoable). Use when the conversation surfaces action items, follow-ups, or commitments, or when the user asks to track / remember / organize a task.
haruspex-stock-analyst
Fundamental and signals analysis for a single stock ticker, powered by Haruspex's multi-dimension scoring system. Use this skill whenever the user asks about a specific stock, mentions a company they're considering as an investment, asks "what do you think about [TICKER]?", asks for analysis or a deep dive on a stock, asks whether a stock looks good or bad, asks for the score or rating of a company, or wants to understand what's driving a stock's performance — even if they don't explicitly mention Haruspex. This is the default skill for any single-ticker stock question.
haruspex-thesis-tracker
Evaluates whether a user's stated investment thesis on a stock still holds, by mapping the thesis to the relevant Haruspex dimensions and reporting whether they trend supportively. Use this skill whenever the user states a reason for owning or considering a stock ("I'm long NVDA because of AI demand", "I'm bullish on TSLA on FSD"), asks "is my thesis still intact?", asks whether the data supports a particular view, mentions a position with a rationale, or wants to pressure-test an investment idea against current data — even if they don't use the word "thesis". Use this when the question is about a specific argument for owning a stock, not generic analysis.
haruspex-watchlist-review
Batch review of a stock watchlist using Haruspex scores, optimized for daily or weekly portfolio scans. Use this skill whenever the user wants to review multiple tickers at once, asks for a "watchlist update" or "portfolio review", lists 3 or more ticker symbols and wants analysis on all of them, asks "how are my stocks doing", wants a daily or weekly market check on specific names, or asks to compare or rank a group of stocks — even if they don't say "watchlist" explicitly. Prefer this skill over running haruspex-stock-analyst once per ticker when 3+ tickers are involved.
capture-feedback
Capture structured thumbs up/down feedback with context, history-aware lesson distillation, tags, and optional rubric scores after completing a task.
prevention-rules
Generate and review prevention rules auto-promoted from repeated failure patterns.
recall-context
Recall relevant past failures, prevention rules, and context packs before starting a coding task.
search-lessons
Search promoted lessons for corrective actions, lifecycle state, linked rules, and linked gates.
guard
Maximum safety mode — activates both /careful (destructive command warnings) and /freeze (edit scope restriction) together. Triggers on "guard", "가드", "최대 안전", "max safety", "maximum safety", "안전 모드 풀".
edinet-company-ir-tracker
Get recent EDINET disclosures for one Japanese company (by 法人番号 OR edinetCode) clustered into Kokai signal overlays — annual / quarterly / extraordinary / TOB / large-shareholding / governance / event. Auto-resolves 法人番号 → EDINET code. Use for M&A target diligence, investment research, listed-company DD prep.
edinet-document-fetch
Download a single EDINET disclosure document binary (PDF / XBRL ZIP / CSV) by docID. Returns a time-limited signed URL from Kokai's private storage proxy. Use after `edinet-document-search` to retrieve the actual filing for citation or analysis.
edinet-document-search
Search Japanese securities disclosure documents (有価証券報告書 / 四半期 / 半期 / 臨時 / 大量保有 / 公開買付 / 内部統制 等) from FSA EDINET v2 API. Filter by date, docTypeCode, edinetCode, or 法人番号. Use for IR research, M&A signal tracking, listed company DD prep.
get-egov-laws-data
Fetch the full text / 条文 / chapter structure of a specific Japanese law from e-Gov 法令検索 API v2 (デジタル庁). Use after search-egov-laws to retrieve actual statute body, article-by-article. Returns structured law content (chapters / articles / paragraphs) with public 公式 citation.
search-egov-laws
Search Japanese laws / cabinet orders / ministerial ordinances via the e-Gov 法令検索 API v2 (デジタル庁). Returns law metadata (law_id / law_num / title / enforcement_date / law_type). Use for legal research, statute lookup, regulatory mapping, M&A due-diligence-law verification.
search-procurement-portal
Search Japanese government procurement notices (Call for Tender, 公告) from the 官公需情報ポータル (中小企業庁) REST + XML API. Phase 1 = CFT discovery only (project name, issuing organization, category, procedure type). Phase 2 (future) = awarded results, supplier history, price signals are NOT included. Use for sales lead discovery, bid opportunity research, government client targeting.
resolve-questions
Walk the user through unresolved entries in `_pending_questions.md` one at a time. Use when the SessionStart hook surfaces pending memory questions, when the user says "resolve pending questions" / "go through my questions" / "what questions do I have", or when the user wants to clear the contradiction queue.
drpc-rpc
Use when the user needs blockchain data (balances, transactions, blocks, gas prices, contract reads), wants to set up blockchain RPC access, or mentions DRPC, Web3, or Ethereum RPC. Also triggers on specific method names like eth_getBalance, eth_call, eth_getLogs.
voxcaster
Run and manage long-running, background, or interactive processes via the Voxcaster MCP tools (pty_spawn / pty_write / pty_read / pty_wait / pty_list / pty_kill) instead of the blocking Bash tool. Use this skill for any command that doesn't just run once and return — anything that stays alive, runs in the background, waits for typed input, or should notify when it finishes. Trigger it when the user wants to: start a dev server (vite, npm run dev, flask, cargo run) and keep working; run a file-watcher that reruns on save (cargo watch, jest --watch, tsc -w, nodemon); kick off a slow build or test suite and be pinged the moment it exits while doing other work; tail or monitor logs in the background and flag matching lines; or drive an interactive session that prompts for input (ssh, psql, REPLs, sudo password). Also reach for it when a command "froze the terminal" because it never exits, or the user says "keep it running", "in the background", "let me know when it's done", "watch the tests", "tail the logs", or
agent-inbox
Create temporary email inboxes and receive emails for testing auth flows, email verification, account confirmation, and any scenario where an AI agent needs to receive an email. Uses the agent-inbox MCP server with mail.tm + 1secmail fallback.
codex
Collaborate with OpenAI Codex CLI as a peer AI agent (both SOTA in 2026). Use for delegate (hand off a task), consult (one-shot second opinion), or roundtable (multi-round debate) modes. Works for coding AND non-coding domains — strategic decisions, design philosophy, ethics, research framing, creative critique. Auto-detects whether the `codex` MCP server is configured and falls back to the `codex exec` CLI if not.
github-stars-radar
Use local GitHub starred repositories as agent memory before recommending libraries, examples, MCP servers, plugins, or implementation references.
finclaw
AI-native quantitative finance toolkit for OpenClaw. Use when: querying stock/crypto prices, running backtests, scanning stocks (US + China A-shares + Crypto), generating trading strategies from natural language, detecting market regimes, or checking backtest plausibility. Triggers: stock quote, backtest, trading strategy, market analysis, RSI, MACD, portfolio, paper trading, regime detection, A-share scanner, crypto signals, DeFi yields. NOT for: general math, non-financial data analysis, or web scraping.
web3-solidity-audit-mcp
MCP server integrating Slither + Aderyn + SWC patterns into Claude Code for smart contract auditing. Use when analyzing Solidity files, running DeFi-specific detectors, or generating invariants. 10 MCP tools, 86 SWC detectors, DeFi preset pack, CI/CD workflow.
boost-install
Use this skill when the user wants to install Laravel Boost (laravel/boost) in a Laravel project — the MCP server that gives AI agents direct Laravel tooling like database-schema, tinker, list-routes, and search-docs. Triggers on "/boost-install", "install laravel boost", "set up boost mcp", "add the laravel mcp server", "give claude database access for this project". Walks through composer install + php artisan boost:install + verifies MCP registration, with user permission at each step.
react-doctor
Run after making React changes to catch issues early. Use when reviewing code, finishing a feature, or fixing bugs in a React project.
agent-tool-builder
Design agent tools from JSON Schema to error handling and MCP exposure, writing LLM-legible descriptions, validation, and token-efficient interfaces that avoid silent failures. USE WHEN defining or hardening the tools/functions an LLM agent can call.
angular-developer
Generate Angular code and architectural guidance covering signals reactivity, forms, dependency injection, routing, SSR, ARIA, animations, styling, testing, and CLI tooling. USE WHEN creating Angular projects, components, or services, or applying modern Angular best practices.
automation-audit-ops
Evidence-first automation inventory and overlap audit workflow for an autonomous agent operator. Use when the user wants to know which jobs, hooks, connectors, MCP servers, or wrappers are live, broken, redundant, or missing before fixing anything.
add-mcp-tool
Use when adding or modifying an MCP tool in claude-amplifier. Walks the schema → router → handler → storage → tests chain so a new tool can't ship half-wired, and warns about where tool definitions live today.
release-npm-version
Use before publishing a new npm version of claude-amplifier. Runs build, tests, a pack smoke test, a fresh temp-install test, and CLI/MCP startup checks before any npm publish, and records a release check artifact.
certificate-monitoring
Use when the user asks about SSL/TLS certificates, certificate expiration, monitoring domains for cert health, or issuing free Let's Encrypt certificates. Triggers include "is my cert expiring", "scan ssl on X", "check certificate", "monitor this domain", "issue a free cert", "renew certificate", "Let's Encrypt", "TLS Radar". This skill picks the right TLS Radar tool for each question.
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
opencode-builder
Use this skill when the user is building extensions, plugins, integrations, or custom developer tools on top of OpenCode (opencode.ai). This includes: creating plugins with custom AI tools and lifecycle hooks, using the SDK for programmatic session control and multi-agent workflows, building model providers or MCP integrations, configuring opencode.json, and implementing advanced orchestration like checkpoint/resume, parallel execution, or adversarial review. Trigger for any development work that extends or automates OpenCode. Do NOT trigger for general usage questions, troubleshooting, UI theming, or tool comparisons.
opencode-mcp
Use this skill when adding Model Context Protocol (MCP) servers to OpenCode, configuring local or remote MCP servers, setting up OAuth authentication for MCP, managing MCP server permissions per agent, or troubleshooting MCP connection issues. Covers local/remote server types, OAuth flows, tool management, overriding remote defaults, and common MCP server examples.
opencode-tools
Use this skill when working with OpenCode's built-in tools (bash, read, write, edit, grep, glob, lsp, apply_patch, skill, todowrite, webfetch, websearch, question), creating custom tools in TypeScript/JavaScript, configuring tool permissions, understanding MCP tool integration, or understanding tool internals like ripgrep integration, .ignore files, and tool precedence.
knowmine
Save notes, decisions, and insights with semantic search via MCP. Use this skill when you want to remember things across conversations, search past knowledge by meaning, save dev logs or learning notes, or carry context between AI sessions.
swmm-builder
Assemble a runnable SWMM INP deterministically from subcatchment geometry/attributes, merged parameter JSON, network JSON, and climate references. Use when creating auditable INP + manifest artifacts for downstream swmm-runner/calibration.
swmm-calibration
Calibration and validation scaffold for EPA SWMM. Use when an agent needs to (1) compare simulated vs observed flow, (2) evaluate candidate parameter sets, (3) rank explicit candidates by an objective, (4) run a bounded random / LHS / adaptive search for the best-fitting parameters, (5) run a publication-grade SCE-UA calibration with KGE as the primary objective and (r, alpha, beta) decomposition reported, or (6) run a DREAM-ZS Bayesian calibration producing a posterior over parameters with Gelman-Rubin convergence checks. Dedicated sensitivity-analysis methods (OAT, Morris, Sobol') now live on the `swmm-uncertainty` skill.
swmm-climate
Deterministic rainfall/climate formatting for SWMM. Use when converting timestamped rainfall CSV files into SWMM-ready [TIMESERIES] lines and [RAINGAGES] helper snippets for swmm-builder.
swmm-end-to-end
Top-level orchestration skill for agentic SWMM modelling. Use when an agent needs one entrypoint that decides which module tools to run, in what order, and when to stop, for example to build, run, QA, and optionally calibrate a SWMM case from prepared or partially prepared inputs.
swmm-experiment-audit
Consolidate Agentic SWMM run artifacts into auditable provenance, comparison records, and local Obsidian audit notes. Use after any SWMM build/run/QA attempt, successful or failed, when an agent or CLI workflow needs a traceable record of inputs, commands, artifacts, metrics, QA checks, run-to-run differences, and first-user-friendly Obsidian visualization.
swmm-gis
GIS/DEM preprocessing for SWMM experiments using the user's own QGIS/GRASS layers. Use when the user asks to (1) delineate subcatchments through QGIS/GRASS (standard or entropy-guided), (2) preprocess QGIS-derived subcatchment polygons into builder-ready CSV, (3) identify high-entropy hotspot subcatchments, or (4) expose QGIS/GRASS-backed preprocessing as MCP tools for reproducible workflows. For bbox-only inputs WITHOUT real pipe data, use `swmm-anywhere` instead (it synthesises a plausible network from OSM streets + DEM).
swmm-modeling-memory
Read historical Agentic SWMM experiment audit artifacts and summarize repeated assumptions, QA issues, failures, missing evidence, run-to-run differences, lessons learned, and controlled skill update proposals. Use downstream of swmm-experiment-audit when multiple audited runs exist or when a user asks for modeling memory, failure-pattern extraction, lessons learned, or human-reviewed skill refinement proposals.
swmm-network
Build, validate, and route SWMM pipe-network models for urban drainage from raw municipal shapefiles or structured GIS/CAD exports. Use when handling junctions, conduits, outfalls, xsections, network field-mapping configs, or wiring subcatchments to upstream nodes. Requires real pipe data as SHP / GeoJSON / CSV — native CAD (DXF/DWG) is not parsed and must first be exported to one of these. For data-scarce areas where only a bbox is available and no pipe inventory exists, use `swmm-anywhere` instead.
swmm-params
Deterministic mapping from land use and soil texture to SWMM runoff/subarea and Green-Ampt infiltration parameters. Use when generating first-pass subcatchment parameter tables for swmm-builder.
swmm-plot
Publication-grade plotting for SWMM rainfall–runoff time-series figures. Use when an agent needs to produce a paired rainfall (top, inverted) + node flow (bottom) figure from a SWMM .inp + .out, with strict style rules (SI units, Arial, ticks inward, no title), optionally cropped to an event window or focus day.
swmm-runner
Run EPA SWMM (swmm5) simulations reproducibly and extract key metrics from the report file. Use when an agent needs to (1) run a .inp via swmm5 CLI, (2) generate a run directory with rpt/out + manifest, (3) extract peak flow/time for a node/outfall, (4) parse SWMM continuity (Runoff Quantity / Flow Routing) errors from .rpt, or (5) compare two .rpt files (e.g. GUI vs CLI) for equivalence.
swmm-uncertainty
Parameter and forcing uncertainty propagation and sensitivity analysis for EPA SWMM. Use when an agent needs to (1) propagate parameter uncertainty through SWMM (fuzzy alpha-cut or Monte Carlo), (2) quantify hydrograph envelopes or output entropy without treating the run as calibration, (3) screen which parameters matter using OAT / Morris elementary-effects / Sobol' indices, (4) generate a rainfall ensemble (observed-series perturbation or IDF-curve design storms) and aggregate the resulting hydrograph envelope, or (5) build the integrated paper-reviewer-facing uncertainty source decomposition (`uncertainty_source_summary.md` + `uncertainty_source_decomposition.json`) over the raw outputs of the prior steps.
mcp-forge
Scaffold a production-ready Model Context Protocol (MCP) server from an OpenAPI spec, API reference URL, or pasted endpoint list. Use when the user says "build an MCP server", "wrap this API as MCP", "expose this service to Claude", "create MCP for <service>", or pastes a swagger/OpenAPI JSON and asks Claude to make it callable as tools. Produces a typed TypeScript server, auth handling, retry/backoff, and a one-command install path.
seo-ads
Paid-search competitive landscape for a domain or keyword. Reconstructs the paid footprint keyword-by-keyword from live SERP ad blocks — advertisers, ad copy patterns, who else bids on the same keywords, CPC/competition signals, SERP shopping/ad-pack visibility — and produces a competitive ads brief plus a recommended bid-keyword shortlist. Use when the user asks "paid search analysis", "competitor ads", "PPC competitive", "ad copy intelligence", "shopping pack", "who bids on this keyword", or "paid keyword footprint".
seo-agency-landing-page
Generate a demand-gen landing page for an SEO agency, complete with pain-point hook, proof, a free-audit lead magnet flow, and CTAs tuned for cold traffic. Pulls real competitive and AI-search data for the agency's target niche to make the copy specific and credible. Use when the user asks for an SEO agency landing page, lead-gen page for an SEO agency, demand-gen page, free-audit landing page, or wants to convert cold traffic into discovery calls.
seo-ai-search-share-of-voice
Measure AI Search share of voice for a target domain versus competitors across ChatGPT, Perplexity, Gemini, Google AI Overview, and AI Mode. Pulls the AIO leaderboard, then samples prompts where each domain appears as a source or brand mention, and analyses topic clusters each brand owns. Use when the user asks for AI Search share of voice, LLM visibility tracking, AEO/GEO analysis, AI Overview competitive analysis, or wants to know which brands LLMs cite in their category.
seo-api
DataForSEO API integration architect for developers. Covers the entire DataForSEO surface — DataForSEO Labs (ranked keywords, keyword ideas/suggestions/related, domain rank overview, competitors, domain/page intersection, subdomains, relevant pages, bulk keyword difficulty, bulk traffic estimation, search intent, historical rank/keyword/SERP data, top searches), SERP (Google + YouTube organic live advanced), Keywords Data (Google Ads search volume, Google Trends, DFS Trends), Backlinks (summary, backlinks, anchors, referring domains/networks, competitors, intersections, bulk metrics, time series), On-Page (instant pages, Lighthouse, content parsing), AI Optimization (LLM mention metrics, ChatGPT scraper, live LLM response, AI keyword data), and Merchant/Business data. For any "how do I…" question about endpoints, parameters, JSON bodies, per-call cost, rate limits, or authentication. Produces ready-to-paste cURL / Python / TypeScript / MCP-tool-call recipes against `https://api.dataforseo.com/v3/*` (HTTP Basi
seo-backlink-gap
Find referring domains that link to multiple competitors but not to your site, then enrich with authority, anchor samples, and outreach angle per row. Produces a prospect list an outreach team can start emailing tomorrow. Use when the user asks for backlink gap analysis, link building opportunities, competitor backlink intersection, link prospecting, or wants referring domains they are missing.
seo-competitor-gap-analysis
Compare a target domain to its top organic competitors and surface keywords the competitors rank for that the target does not, filtered by intent, volume, and difficulty. Use when the user asks for a competitor gap analysis, keyword gap, organic content gap, missing keyword opportunities, or wants to see what their competitors are ranking for that they are not.
seo-competitor-pages
Generate SEO-optimized "X vs Y" comparison and "alternatives to X" landing pages targeting comparative-intent keywords. Pulls competitor data, comparative-intent SERPs, and existing comparison pages to produce a balanced, structured page draft with feature matrix, schema, and conversion blocks. Distinct from `seo-agency-landing-page` (top-of-funnel demand-gen). Use when the user asks for "comparison page", "vs page", "alternatives page", "X vs Y", "alternative to X", or "competitor comparison page".
seo-content-audit
E-E-A-T + CITE quality audit for an EXISTING piece of content. Scores Experience, Expertise, Authoritativeness, Trustworthiness, and citation-readiness for AI search; surfaces veto items that block publication; produces a publish / publish-with-fixes / no-publish verdict. Distinct from `seo-content-brief` (produces a NEW article from a topic) and from `seo-page` (URL-level keyword/traffic intelligence). Use when the user asks "content quality audit", "E-E-A-T check", "is this content good", "review this article", "content audit", "citation readiness", or "AI search readiness".
seo-content-brief
Generate a writer-ready SEO content brief from a target domain and topic. Pulls domain overview, competitors, keyword gaps, SERP analysis, related and question keywords, AI Search citations, and existing internal-link sources, then synthesises a complete editorial brief a freelance writer can start from immediately. Use when the user asks for a content brief, blog brief, article outline, editor brief, or wants to capture organic traffic their competitors have.
seo-drift
Capture an SEO baseline snapshot for a domain or URL, then on later runs compare the current state and surface regressions. Tracks authority, traffic, keywords, backlinks, and on-page content. Three subcommands — `baseline`, `compare`, `history`. Use when the user asks for "SEO drift", "baseline this site", "did anything break", "SEO regression check", "compare before and after", "deployment check", or "monthly SEO snapshot".
seo-firecrawl
Ad-hoc web scraping, site mapping, and full-site crawling via Firecrawl MCP. Returns raw HTML, parsed metadata (og:*, twitter:*, JSON-LD, canonical, robots), JS-rendered DOM, and screenshots that WebFetch cannot. Distinct from the DataForSEO skills (which give keyword/traffic/SERP data) and from WebFetch (which gives markdown prose only). Use when the user says "scrape this page", "crawl this site", "map this site", "find all pages on", "get the OG tags", "get the JSON-LD", "render this JS-heavy page", or any task where raw `<head>` metadata, structured-data scripts, or post-JS DOM are the actual deliverable. Also invoked as a sub-step from other skills that need raw HTML.
seo-geo
URL-level Generative Engine Optimization (GEO) analysis. For a specific URL, pulls AI Overview citation data scoped to the URL's primary keywords, identifies which AIO queries cite the URL vs which don't but should, and recommends page-level changes that improve LLM citability. Distinct from `seo-ai-search-share-of-voice` (domain-level, brand vs brand) — this is one URL, deeper. Use when the user asks "GEO for this page", "AIO citation analysis", "AI search readiness for URL", "why isn't this page cited", or "improve LLM citations".
seo-hreflang
Hreflang and international SEO audit for multi-language and multi-region sites. Validates language-region codes, return tags, x-default, canonical alignment, and conflict detection across the per-URL HTML (DataForSEO On-Page + Firecrawl/WebFetch) and the XML sitemap. Use when the user asks "hreflang", "international SEO", "i18n", "language targeting", "x-default", "regional sites", or "multi-language SEO".
seo-images
Image SEO audit for a URL or domain. Pulls raw image inventory via Firecrawl, then audits alt-text quality, modern-format coverage (WebP / AVIF), responsive sizing (`srcset` / `sizes`), lazy-loading and LCP signals (`loading`, `fetchpriority`, `decoding`), CLS-safe dimensions, descriptive file names, and `ImageObject` JSON-LD. Optional PageSpeed Insights cross-reference for real byte-saving estimates. Produces a prioritised remediation list plus paste-ready `<picture>` markup and `ImageObject` schema. Distinct from `seo-technical-audit` (which surfaces audit-flagged image issues at the site level) and from `seo-schema` (which generates page-level JSON-LD but not image-specific markup). Use when the user asks for "image SEO", "image audit", "alt-text audit", "WebP coverage", "AVIF", "responsive images", "lazy loading", "CLS images", "image schema", "ImageObject", "image rich results", "licensable images", or "optimise images".
seo-keyword-cluster
Build a content cluster plan from seed keywords — intent-grouped clusters, pillar+spokes architecture with H1/H2 suggestions per spoke, prioritised build order, and an internal-linking map. Plans a content tier across many articles (vs `seo-content-brief` which produces a single article from a topic; vs `seo-page` which audits one existing URL). Use when the user asks for keyword clustering, topical map, pillar content strategy, content cluster plan, or content calendar from a keyword list.
seo-keyword-niche
Mine longtail keywords + question keywords for a topic at scale to surface niche content opportunities. Outputs a content tier plan (template + URL pattern + sample pages + quality gates) suitable for programmatic publishing or steady editorial output. Distinct from `seo-keyword-cluster` (which plans pillar+spoke architecture from broad seeds) — this skill goes deeper into the long tail. Use when the user asks "longtail keywords", "question keywords", "niche content", "content opportunities at scale", "programmatic SEO", "content mining", or "what should I write about for {topic}".
seo-local
Local SEO audit for brick-and-mortar, service-area, and multi-location businesses. Covers Google Business Profile signals on the website, NAP consistency across page and schema, local-pack rank tracking, citation samples on Tier-1 directories, and reviews on Google / Yelp / Trustpilot. Distinct from `seo-page` (URL-level keywords, no local layer) and from `seo-schema` (which generates LocalBusiness markup — this skill defers to it). Use when the user asks "local SEO", "GBP", "Google Business Profile", "NAP", "local pack", "citations", "near me", "service area", or "multi-location SEO".
seo-page
URL-level SEO intelligence — which keywords this page ranks for, traffic captured, position history, SERP context, and AI Search citation status. Produces a keep / refresh / consolidate / kill verdict for one page. Distinct from `seo-technical-audit` (which checks technical health, not keyword/traffic performance) and from `seo-content-brief` (which produces a NEW article from a topic). Use when the user asks "analyze this page", "page SEO performance", "what does this URL rank for", "page traffic", "should I refresh this page", or provides a single URL for analysis.
seo-plan
Build a phased SEO roadmap for a domain — quarter-by-quarter, tied to the site's competitive position, content gaps, technical debt, and AI Search readiness. Synthesises the outputs of multiple skills (`seo-technical-audit`, `seo-content-audit`, `seo-keyword-cluster`, `seo-competitor-gap-analysis`, `seo-ai-search-share-of-voice`) into one site-level plan with sequencing, owners, and success metrics. Distinct from `seo-keyword-cluster` (keyword architecture for one topic), `seo-content-brief` (one article), and `seo-keyword-niche` (longtail content tier). Use when the user asks for an "SEO plan", "SEO strategy", "SEO roadmap", "90-day plan", "quarterly SEO plan", "site SEO strategy", or "where do we focus next".
seo-schema
Detect existing JSON-LD structured data on a page, validate against Google's rich-result requirements, and generate missing schema markup (Article, Product, LocalBusiness, FAQPage, BreadcrumbList). Produces paste-ready `<script type="application/ld+json">` blocks. Use when the user asks for "schema markup", "structured data", "JSON-LD", "rich results", "schema validation", or "fix the schema on this page".
seo-sitemap
Pull a domain's XML sitemap (and sitemap-of-sitemaps), then compare against what's actually crawled/indexed (GSC indexed pages + a DataForSEO On-Page fetch loop + GSC sitemap ingestion). Surfaces (a) sitemap entries the crawler couldn't find (orphans from the sitemap), (b) crawled/indexed pages missing from the sitemap (probably an oversight), (c) sitemap entries that are now 404, (d) lastmod inconsistencies. Use when the user asks for "sitemap analysis", "check my sitemap", "sitemap vs audit", "missing pages", "orphan pages", or "sitemap health".
seo-subdomain
Subdomain ownership map for a domain. Lists subdomains, queries overview/keywords/competitors/backlinks per subdomain, surfaces which subdomains own which topic clusters, where there's fragmentation, and whether consolidation is warranted. Use when the user asks "subdomain analysis", "subdomain ownership", "subdomain SEO", "blog vs main domain", "support vs docs subdomain", or "should I consolidate subdomains".
seo-sxo
Diagnose why a page is not ranking by reading the SERP backwards. Identifies the page type Google rewards for the target keyword, scores the candidate page against that pattern from multiple persona perspectives, and recommends the page format that would win the SERP. Use when the user asks "why isn't this page ranking", "page type mismatch", "SXO", "search experience optimization", "intent mismatch", or wants a wireframe.
seo-technical-audit
Focused one-shot technical SEO audit for a domain. Crawlability, indexability, security, mobile, structured data, JS rendering — single-pass deliverable, not a diff. Distinct from `seo-drift` (which tracks changes over time) and from `seo-page` (which audits keywords/traffic for one URL, not technical health). Use when the user asks "technical audit", "site audit", "audit my site", "crawl issues", "indexation issues", or "technical SEO check".
project-readme
Create, rewrite, update, or validate truthful README.md files for any project archetype. Use for libraries, SDKs, CLIs, web apps, API services, MCP servers, agent skills, monorepos, docs sites, GitHub Actions, extensions, container images, Terraform modules, Helm charts, model cards, dataset cards, research code, templates, demos, specs, desktop/mobile apps, badges, quick starts, setup docs, API or command references, README validation, and README quality checks.
mcp-forge
Scaffold a production-ready Model Context Protocol (MCP) server from an OpenAPI spec, API reference URL, or pasted endpoint list. Use when the user says "build an MCP server", "wrap this API as MCP", "expose this service to Claude", "create MCP for <service>", or pastes a swagger/OpenAPI JSON and asks Claude to make it callable as tools. Produces a typed TypeScript server, auth handling, retry/backoff, and a one-command install path.
hippoagent-entity-recall
When the user asks "cosa ricordi di X?", "dammi tutto su Y", "chi è Z?", "cosa abbiamo detto di W?", "ricostruisci ciò che sai di [Capitalized name or known alias]", call hippo_entity_get(name) BEFORE answering. Triggers also on "what do you know about X", "tell me about Y", "facts about Z", "history of W". The tool returns entity+aliases+facts from a persistent SQLite KG (P2.a entity-centric KG, schema v4, Unicode-safe). Lookup is case-insensitive Unicode (Müller/MÜLLER/müller same match) and resolves aliases ("S. Tonegawa" → canonical "Tonegawa"), returning the list of fact_id linked to the entity. If entity is None, declare honestly "non ho memoria di X" — do NOT confabulate from training data. If entity exists but facts == [], declare "ho il nodo entity ma nessun fatto collegato" and suggest hippo_facts_search or hippo_recall. Zero LLM cost, sub-50ms on ~500 entity corpus, free in hosted mode. Backend SQLite WAL + UNIQUE INDEX on name_norm Python-normalized (NFC + str.lower, NOT SQLite ASCII-only LOWER).
hippoagent-memory
ANY mention of "memoria/memory/ricordi/ricordo/ricorda/ricordare/saved/stored" by the user MUST go to HippoAgent (hippo_* tools), NEVER to local file-system memory files (CLAUDE.md / MEMORY.md / .claude/projects/.../memory/*). Auto-fire flow - call hippo_health first to confirm reachable, then route the user's intent to the right tool. "salva/save X" → hippo_remember. "qual è il mio X / what's my X / cosa ricordi di X" → hippo_facts_search (instant keyword) then fall back to hippo_facts_recall (semantic). "cosa vedi nella memoria / what's in memory / dammi tutto" → hippo_facts_list + hippo_episode_list + hippo_stats. "abbiamo già fatto X / have we done X" → hippo_search (keyword on episodes) then hippo_recall (semantic). "dimentica X" → hippo_forget / hippo_fact_forget. AVOID hippo_run_task and hippo_consolidate inside Claude Code — they make EXTRA API calls to the configured Anthropic key (separate billing). The other 37 tools are FREE - they only read/write local SQLite, no API. Disable globally with env HI
hippoagent-validate-claim
Before asserting any verifiable factual claim (year/number/attribution/citation/date), call `hippo_validate_claim(claim)` to check it against persistent memory. Triggers when about to say things like "X was born in YEAR", "Y won the Nobel in YEAR", "Z released VERSION in MONTH", "W said EXACT_QUOTE", "this library/paper/repo is from ORG", or any other claim containing a Capitalized name + a specific year/number/version/org. The tool returns verdict ∈ {supported, contradicted, unknown} + an advice string in Italian (e.g. "in memoria 1987 (fact f_id), NON 2014 — controlla prima di affermare"). If verdict=contradicted, STOP and re-read the evidence_facts; do NOT assert the claim verbatim. If verdict=unknown, hedge ("non ricordo con certezza", "credo ma verifica"). If verdict=supported, proceed. Zero LLM cost (deterministic, sub-100ms). Anti-confabulation gate — born from live confabulations 2026-05-14 (Tonegawa Nobel 1987→2014, Anthropic Skills Oct 2025→Oct 2026, LightRAG HKUDS→HKUST).
circuit
Show active two-way email conversations from the last 30 days — threads where the user either replied to an incoming email OR sent an email that got a reply. Filters out newsletters, cold outreach, and automated messages. Outputs a classified table grouped by relationship type (investor, partner, vendor, accelerator, etc.) with status, deadlines, and action items. Works with the Circuit MCP server (faster) or any Gmail connector. ALWAYS use this skill when the user types /circuit, asks to see their active conversations, wants to review who they've been emailing back and forth with, wants a relationship activity map from email, asks about deadlines or action items from email, or asks who they need to follow up with.
mantis-debug
<!-- This file is a derivative work of Hacker Bob (https://github.com/vmihalis/hacker-bob/blob/main/.claude/skills/bob-debug/SKILL.md), Copyright 2026 Michail Vasileiadis, licensed under the Apache License, Version 2.0. See the project NOTICE file for the upstream attribution and apology.
mantis-hunt
<!-- This file is a derivative work of Hacker Bob (https://github.com/vmihalis/hacker-bob/blob/main/.claude/skills/bob-hunt/SKILL.md), Copyright 2026 Michail Vasileiadis, licensed under the Apache License, Version 2.0. See the project NOTICE file for the upstream attribution and apology.
mantis-status
<!-- This file is a derivative work of Hacker Bob (https://github.com/vmihalis/hacker-bob/blob/main/.claude/skills/bob-status/SKILL.md), Copyright 2026 Michail Vasileiadis, licensed under the Apache License, Version 2.0. See the project NOTICE file for the upstream attribution and apology.
agp-upgrade
Audit + plan an Android Gradle Plugin (AGP) version bump for the current project. Use when the user says "upgrade AGP", "bump to AGP X", "what changes for AGP migration", or starts an Android project upgrade conversation. Produces a step-by-step diff plan, never auto-applies changes.
claude-design
Drive Anthropic's Claude Design (claude.ai/design) through the claude-design MCP server to create, generate, iterate, inspect, edit, and export design systems and design projects. Use this skill whenever the user wants to build or change a design system, generate UI screens/components/prototypes, pull design tokens or generated files into a repo (e.g. packages/ui), attach a design system to a project, revise a generated design with a new prompt, or manage Claude Design projects — even if they just say "design system", "Claude Design", "generate the UI kit", "export the tokens", or name a project on claude.ai/design without mentioning the tool.
msg
Inter-agent messaging — send tasks, questions, and decisions to other Mori agents over NATS
pensieve
Ranked full-text search and browse over the shared memory store. Use to recall past decisions, patterns, or project context.
wrap
Session wrap — summarise session, publish to cc-share and NATS, then dream
mcp-ecosystem-intelligence
Find, evaluate, and install MCP servers for a project. Use when the user asks "is there an MCP for X", "what MCP tools should I use here", "add MCP server for Y", "audit my MCP setup", "is package Z safe to install", or wants to wrap an existing CLI/API as MCP. Combines a seeded local database, registry-first discovery, a Health Score script, a supply-chain security scanner (sha512/sha256 integrity, install-hook detection, npm advisory + OSV.dev CVE check, Docker digest pinning) gating every install, and a concrete install path via direct edit of ~/.claude.json.
halal-verdict
Use when the user asks whether a specific stock is Shariah-compliant ("Is X halal?", "Screen TSLA", "Compliance of AAPL"). Produces a single-stock verdict across all 5 methodologies (AAOIFI, DJIM, FTSE, MSCI, S&P), explains any failures, and suggests a halal alternative if non-compliant. Does NOT cover ETFs (use halal-etf-analysis) or portfolios (use halal-portfolio-audit).
halal-zakat
Use when the user wants to calculate zakat on stock holdings (obligatory 2.5% charity) or dividend purification (donating the impure portion of dividend income from partially-compliant stocks). Requires the user's holdings — ask for them if not provided. Uses current gold price for the nisab threshold.
rcode-browser-verify
Use Chrome DevTools MCP to verify browser behaviour — DOM state, console errors, network requests,.
extract-docs
Systematically extract knowledge from scattered documentation to prevent catastrophic forgetting. Creates structured extraction reports with status tags.
optimize
Diagnose and reduce Claude Code token usage for a project or session using context hygiene, model and effort routing, MCP minimization, output trimming/sanitizing, subagent discipline, and measurement. Use when the user asks to lower Claude Code token usage, cost, context bloat, or usage-limit burn.
optimize
Diagnose and reduce Claude Code token usage for a project or session using context hygiene, model and effort routing, MCP minimization, output trimming/sanitizing, subagent discipline, and measurement. Use when the user asks to lower Claude Code token usage, cost, context bloat, or usage-limit burn.
commit-messages
Generate clear, conventional commit messages from git diffs. Use when writing commit messages, reviewing staged changes, or preparing releases.
security-audit
Audit code and dependencies for security vulnerabilities. Use when reviewing PRs, checking dependencies, preparing for deployment, or when user mentions security, vulnerabilities, or audit.
mcp-integration
This skill should be used when the user asks to "add MCP server", "integrate MCP", "configure MCP in plugin", "use .mcp.json", "set up Model Context Protocol", "connect external service", mentions "${CLAUDE_PLUGIN_ROOT} with MCP", or discusses MCP server types (SSE, stdio, HTTP, WebSocket). Provides comprehensive guidance for integrating Model Context Protocol servers into Claude Code plugins for external tool and service integration.
plugin-structure
This skill should be used when the user asks to "create a plugin", "scaffold a plugin", "understand plugin structure", "organize plugin components", "set up plugin.json", "use ${CLAUDE_PLUGIN_ROOT}", "add commands/agents/skills/hooks", "configure auto-discovery", or needs guidance on plugin directory layout, manifest configuration, component organization, file naming conventions, or Claude Code plugin architecture best practices.
pm-inbox-triage
Pull recent Gmail threads, classify them into action categories (substantive response needed / quick reply / FYI / can ignore), and draft replies for the substantive ones. Surfaces stale threads where the user is awaiting a response and stale threads where someone is awaiting them. Used as part of pm-morning-brief or invoked directly when the inbox feels out of control. Drafts only — never auto-sends.
agent-connector
Write an MCP server, lifecycle hooks, slash commands, Agent Skills, or subagents ONCE with defineConnector({...}), then install/sync/uninstall them across every detected AI-agent CLI (Claude Code, Codex, Cursor, Copilot, Gemini, OpenCode, Warp, and more — 29 platforms in all) in each host's native config dialect. Also gives default, platform-independent, local-first per-tool token telemetry and three origin-labeled leaderboards (per-MCP server bytes · host CLI usage · host-native turns — never summed). Use this when a developer wants one integration to reach many agent hosts, or wants to know which of their MCP tools cost the most context.
brainstorming-research
Use BEFORE any research work — defining a question, planning a study, starting a chapter, proposing a grant. Explores intent, state of the field, methodology, feasibility, and ethics, then writes a design doc and gets user approval.
finishing-a-research-project
Use when a research project reaches completion — manuscript finalized, peer-review cleared, ready for publication / submission / archive. Runs the final checklist across rendering, BibTeX, wiki, data, reproducibility, archive, and follow-up grant planning.
grant-finder
Use for researching German and European funding programs (DFG, ERC, VolkswagenStiftung, Gerda Henkel, Fritz Thyssen, bilateral DE-IL) for projects in theology, biblical archaeology, digital humanities. Produces a DFG-style research-status draft, funding ranking, panel recommendation, and BibTeX.
semantic-wiki-review
Use when the user asks for a *content* review of the wiki — contradictions between pages, outdated claims overtaken by newer sources, weakly supported assertions, missing cross-references that the structural linter cannot detect. Distinct from `wiki-lint` (structural, deterministic, CI-gated).
using-research-powers
Use when starting any research conversation — establishes how to find and use research skills. Requires Skill tool invocation before ANY response, including clarifying questions. Governs the full research workflow from idea to publication.
writing-research-plan
Use AFTER brainstorming-research has produced an approved design doc. Converts the design into a pre-registered research plan with falsifiable hypothesis, concrete task list, and verification criteria. No execution happens without this plan.
creating-offers
Creates and edits business offers on the lenne.tech Offers platform (angebote.lenne.tech) and its demo deployment (demo-angebote.lenne.tech). Knows all 16 content block types, offer lifecycle (draft/sent/viewed/template), custom HTML with Tailwind CSS and NuxtUI components (via rich-component block). Activates when working with offers, content blocks, or the Offers API. Uses MCP tools (offers-api for production, offers-api-demo for demo) for all CRUD operations.
creating-showcases
Creates, updates, and manages showcases on the lenne.tech Showroom platform (showroom.lenne.tech). Implements a 5-phase workflow: (1) project analysis, (2) screenshot capture with Docker/app startup and demo data, (3) SHOWCASE.md creation as single source of truth in the project repository, (4) showcase creation via API using SHOWCASE.md + customer feedback + web research, (5) interactive presentation with modern content blocks. Fetches customer feedback from https://lenne.tech/kundenerfolge. Uses MCP tools (showroom-api) or REST API for CRUD operations. Activates when creating, editing, managing showcases, portfolio entries, or the Showroom platform. NOT for platform development on the showroom codebase itself (use generating-nest-servers or developing-lt-frontend).
module-summary
Summarize what a Python module does — its purpose, public API, classes, functions, and dependencies. Use when the user asks to summarize, explain, or document a specific .py file or Python module.
airtable-schema
Export and inspect an Airtable base schema (tables, fields, views) using the airtable-export-schema utility. Use when the user wants to export a base schema, or when you need schema context before writing Airtable scripts.
airtable-scripting
Comprehensive guidance for writing Airtable scripts in both Scripting Extensions (manual execution) and Automation Scripts (triggered execution). Use when writing scripts for Airtable Scripting Extensions, creating automation scripts, integrating external APIs with Airtable, working with Airtable's native Scripting API, handling different field types programmatically, or troubleshooting script errors.
kubeview-debug
Debug and diagnose Kubernetes clusters using KubeView MCP server tools. Use when investigating cluster issues (pod crashes, deployment failures, service connectivity problems, node issues, resource constraints), performing cluster health checks, or troubleshooting any Kubernetes workload. Trigger phrases include "cluster health", "pod won't start", "CrashLoopBackOff", "service unreachable", "deployment stuck", "node pressure", "OOMKilled", "ImagePullBackOff".
loadout-dev
Expert development partner for The Loadout — the Mission Built MCP server (mcp.missionbuilt.io) that powers The Warmup and The Spotter skills. Use this skill any time you are working on the Loadout project: adding or editing a skill, modifying warmup-template.html or spotter-template.html, changing index.ts tools, bumping versions, editing SKILL.md files, running a tech lead review, or preparing a commit and deploy. Also use it when the user says things like "work on the warmup," "add a new loadout skill," "update the spotter," "edit the template," "bump the version," or "review before we ship." This skill carries the full project architecture, hard-won lessons from past sessions, and the exact collaboration model Mike and Claude use — including the rule that Mike runs all terminal commands and Claude writes all code. DO NOT invoke for end-user requests to RUN the skills — "spot my epic," "run my warmup," "run the approach for [company]" are handled by the MCP tools directly, not by this development skill.
workspace-surface-audit
Enforces Law 1 (Research Before Executing) of the 7 Laws of AI Agent Discipline. Audits the active repo, MCP servers, plugins, connectors, env surfaces, and harness setup, then recommends the highest-value continuous-improvement-native skills, hooks, agents, and operator workflows. Use when the user wants help setting up Claude Code or understanding what capabilities are actually available in their environment.
vidhi-onboard
Onboard a codebase into sutra — register the workspace, discover architecture, and propose a .sutra/rules.toml with constraints and convention management. Use when bringing a new project under sutra code intelligence for the first time, or when resetting an existing project's constraint rules from scratch.
divi-5-builder
Use this skill when users want to build, edit, or design pages and layouts on Divi 5 WordPress sites. Triggers include creating landing pages, hero sections, testimonial cards, pricing tables, feature grids, blog listing pages with post loops and pagination; adding or modifying sections on existing pages by page ID; setting up design systems with tokens and presets; theme builder templates for headers, footers, and post/page body layouts; mega menus and site navigation; saving to or loading from the Divi library; auditing or cleaning up presets. Handles animations, hover effects, responsive design, and dynamic content. Also covers special effects like WebGL shader backgrounds and advanced CSS animations via the DiviOps Design Library plugin. Do NOT use for custom PHP/plugins, child theme development, standalone CSS authoring, SQL queries, WooCommerce configuration, SEO setup, standalone Three.js projects without WordPress, or non-Divi builders like Elementor.
diviops
DiviOps harness primer — error envelope, capability handshake, dry-run plan shape, idempotency contract. Used as a shared primer by DiviOps target-coverage skills.
space-ocr
Turn document images (invoices, receipts, business cards, IDs, forms) into structured, queryable data using the space ocr REST API (https://api.space-ocr.com). Use when the user wants to extract fields from a scanned/photographed document, batch-process a folder of documents into a sheet, store extraction results without standing up a database, or answer questions about previously-scanned documents. Every value comes back with a verified on-page location (bounding box), so results can be cited and checked. Talks to the API with a dependency-free Python client — no pip install, no MCP server, no SDK.
content-experimentation-best-practices
Content experimentation and A/B testing guidance covering experiment design, hypotheses, metrics, sample size, statistical foundations, CMS-managed variants, and common analysis pitfalls. Use this skill when planning experiments, setting up variants, choosing success metrics, interpreting statistical results, or building experimentation workflows in a CMS or frontend stack.
content-modeling-best-practices
Structured content modeling guidance for schema design, content architecture, content reuse, references versus embedded objects, separation of concerns, and taxonomies across Sanity and other headless CMSes. Use this skill when designing or refactoring content types, deciding field shapes, debating reusable versus nested content, planning omnichannel content models, or reviewing whether a schema is too page-shaped or presentation-driven.
content-experimentation-best-practices
Content experimentation and A/B testing guidance covering experiment design, hypotheses, metrics, sample size, statistical foundations, CMS-managed variants, and common analysis pitfalls. Use this skill when planning experiments, setting up variants, choosing success metrics, interpreting statistical results, or building experimentation workflows in a CMS or frontend stack.
content-modeling-best-practices
Structured content modeling guidance for schema design, content architecture, content reuse, references versus embedded objects, separation of concerns, and taxonomies across Sanity and other headless CMSes. Use this skill when designing or refactoring content types, deciding field shapes, debating reusable versus nested content, planning omnichannel content models, or reviewing whether a schema is too page-shaped or presentation-driven.
content-experimentation-best-practices
Content experimentation and A/B testing guidance covering experiment design, hypotheses, metrics, sample size, statistical foundations, CMS-managed variants, and common analysis pitfalls. Use this skill when planning experiments, setting up variants, choosing success metrics, interpreting statistical results, or building experimentation workflows in a CMS or frontend stack.
content-modeling-best-practices
Structured content modeling guidance for schema design, content architecture, content reuse, references versus embedded objects, separation of concerns, and taxonomies across Sanity and other headless CMSes. Use this skill when designing or refactoring content types, deciding field shapes, debating reusable versus nested content, planning omnichannel content models, or reviewing whether a schema is too page-shaped or presentation-driven.
pm-brainstorm
Interactive feature brainstorming through guided discovery, web research, and codebase analysis. Helps users who have a vague idea ("I want to improve X", "what if we added something for Y") explore possibilities through Socratic dialogue before creating well-formed feature requests. Use this skill whenever the user wants to brainstorm, explore ideas, think through a feature concept, or says things like "brainstorm", "what could we do about...", "I have an idea", "let's think about...", "explore options for...", or "help me figure out what feature to build". Also use when the user has a rough concept but needs help shaping it into something concrete — this is the skill for turning fuzzy thinking into sharp feature requests.
add-mcp-skill
Add a new BigQuery-backed skill to the MCP server: a tool exposed to AI agents plus the .md context files that describe the underlying data. Invoke when the user wants AI agents (claude.ai, Claude Code, Cursor) to query a new domain of the warehouse.
verify-pipeline
Run a full health check across the MDS pipeline: ingestion (dlt/Airbyte) load status, BigQuery freshness per source, ingest reconciliation (source-vs-destination row counts), dbt model freshness, MCP server health, and raw-vs-staging row count integrity. Invoke when the user wants to confirm the pipeline is healthy or asks 'is everything working?'
openai-apps-mcp
Build ChatGPT apps with MCP servers on Cloudflare Workers. Extend ChatGPT with custom tools and interactive widgets (HTML/JS UI). Use when: developing ChatGPT extensions, implementing MCP servers, or troubleshooting CORS, widget 404s, MIME types, ASSETS binding errors, Next.js integration issues, or edge platform limitations.
adobe-aftereffects-mcp
Adobe After Effects motion graphics and animation via adb-mcp ExtendScript. Use when creating compositions, animating layers, keyframing, writing expressions, building MOGRTs, rendering, compositing VFX, automating AE project setup, or working with the After Effects MCP server.
adobe-cross-app-workflows
Cross-app Adobe pipeline orchestration and MCP architecture reference. Use when coordinating work across multiple Adobe apps, troubleshooting MCP proxy connections, planning asset handoffs between Illustrator/Photoshop/After Effects/Premiere, debugging the adb-mcp server, or managing the animation pipeline.
adobe-illustrator-mcp
Adobe Illustrator vector graphics and asset automation via adb-mcp ExtendScript. Use when creating vector art, SVG export, icon design, logo creation, artboard management, character model sheets, sprite assembly in Illustrator, path manipulation, or working with the Illustrator MCP server.
adobe-photoshop-mcp
Adobe Photoshop automation and image editing via adb-mcp. Use when editing images in Photoshop, creating PSDs, working with layers and masks, assembling sprite sheets, using generative fill, batch processing photos, compositing, removing backgrounds, or manipulating images via the PS MCP server.
adobe-premiere-mcp
Adobe Premiere Pro video editing and timeline automation via adb-mcp. Use when editing video in Premiere, assembling timelines, adding transitions, exporting sequences, mixing audio, color grading, managing bins, cutting footage, or working with the Premiere MCP server.
community-navigation
Guides you to the best Claude Code community resources. Compares Reddit vs Discord vs GitHub, lists notable power users, and provides etiquette tips for getting high-quality answers.
figma-to-code-workflow
Figma-to-code conversion workflow using MCP servers. Extract design tokens, map Figma components to code, maintain design fidelity, and use icon library MCP servers (Lucide, Iconify, Icons8). Use when implementing designs from Figma, setting up Figma MCP server, extracting design tokens, finding icons, or maintaining design-code consistency.
cartographer-mcp-tools
Cartographer MCP tools reference (query, cypher, context, impact, detect_changes, rename, route_map, api_impact, shape_check, group_*). Use when invoking cartographer MCP tools.
cartographer-rules
MUST/MUST NOT rules for Cartographer. Prevents stale-graph errors, destructive writes, bad renames. Read before editing.
linear-claude-skill
Manage Linear issues, projects, and teams
mcp-documentation
Reference and learning guide for the Model Context Protocol (MCP). Use when implementing clients/servers or debugging connection issues. For server listings, see mcp-server-registry.
mcp-reference-servers
Guidance on using and integrating official reference servers. Use when building custom servers or deploying standard configurations. For server listings, see mcp-server-registry.
mcp-server-registry
Instructions for discovery and usage of servers through the official MCP registry. Use when discovering new integrations. For building custom servers, see mcp-reference-servers.
nobodybuilt
Use this skill when the user wants to find unexplored tool, app, or project ideas that nobody has built yet. Triggers: 'nobodybuilt', 'find me an idea', 'what should I build', 'viral tool idea', 'unexplored niche', 'blue ocean', 'surprise me with an idea', 'what hasn't been built yet', or when the user sends a screenshot/photo asking for tool ideas. Accepts text or images as input — analyzes screenshots of apps, photos of real-world problems, or Reddit/Twitter posts to identify gaps. Searches GitHub, Reddit, Product Hunt, npm, and AI directories for real gaps, scores ideas on 9 viral factors, then generates complete publish-ready code + README + launch strategy. Do NOT use for: building a specific tool the user already has in mind, code review, debugging, or general brainstorming unrelated to tool/product discovery.
memory-updater
更新 Memory Bank 檔案。觸發：memory、記憶、進度、存檔、sync、做到哪。
arc-iac-mcp-expert
Browse, search, scaffold, compare, and security-scan the 56+ SourceFuse ARC Terraform modules — works standalone via a bundled script, no MCP server required. Use this skill whenever the user wants ARC Terraform modules, asks "which ARC module should I use", wants to scaffold/generate Terraform from an ARC module (e.g. arc-eks, arc-db, arc-network, arc-vpc, arc-s3), compare two ARC modules, look up a module's inputs/outputs/resources/versions, find which modules create a given AWS resource, or tfsec-scan HCL before a PR — even if they don't name a tool explicitly.
discord-search
Use when answering questions about Discord conversations, messages, channels, threads, or decisions — what someone said, what was decided, or to summarize a channel. Drives the discord-search MCP server tools (search_messages_tool, get_thread_tool, get_message_tool, list_channels_tool).
gdrive-knowledge
Use when answering questions about Google Drive documents, files, folders, specs, contracts, meeting notes, proposals, or entities mentioned in documents. Drives the gdrive-knowledge MCP server tools (search, get_node, related_work, describe_schema, read_document).
fabric-rest-api
Use for Microsoft Fabric REST API patterns: listing and paginating workspaces/items with continuationToken/continuationUri, calling /v1/workspaces/{wsId}/items, handling long-running operations (202 Accepted, Location header, polling /v1/operations/{id}, Retry-After, /result), the runtime item ID vs .platform logicalId distinction (PowerBIEntityNotFound root cause), the 201-or-202 create pattern, jobType values for /jobs/instances (RunNotebook, Pipeline, SparkJob, Refresh — NOT DefaultJob), the `definition` envelope and `?updateMetadata=true` `.platform` flag, job scheduling (Daily/Weekly/Monthly), 429 rate limiting with Retry-After, capacity assignment, and the GA `sensitivityLabel` field on List/Get/Update Item responses (GUID only, not settable via PATCH).
stitch-design-taste
Semantic Design System Skill for Google Stitch. Generates agent-friendly DESIGN.md files that enforce premium, anti-generic UI standards — strict typography, calibrated color, asymmetric layouts, perpetual micro-motion, and hardware-accelerated performance.
withvibe-plugin-creator
Help a developer build a new WithVibe plugin from scratch — manifest.yaml, Dockerfile, HTTP server with health/UI/MCP endpoints, optional shared-postgres storage. Trigger when the user asks to build, scaffold, create, or write a WithVibe plugin (e.g. "I want to build a plugin for withvibe", "scaffold a withvibe plugin", "how do I add a plugin to withvibe", "write a roadmap-like plugin for X"). Walks through scope decisions (env vs workspace), storage, UI, MCP tools, builds the container, and installs it via the workspace admin Plugins page.
free-image-and-video-generation
Free local AI image and video processing toolkit with cloud AI generation. Local tools: upscale (Real-ESRGAN), face enhance (GFPGAN/CodeFormer), background remove (rembg), object erase (LaMa), face swap (InsightFace), segment (FastSAM), media process (FFmpeg). Cloud tools: AI image/video generation via Atlas Cloud API (300+ models). For cloud generation, ALWAYS first use Atlas Cloud MCP tools (atlas_list_models, atlas_get_model_info) to find the model ID and parameter schema, then call scripts/ai-generate.py with the correct --model and parameters. Use when user asks to process, enhance, upscale, generate, or edit images/videos.
symbi-agent-sdk
Generate boilerplate for wrapping Claude Agent SDK agents in ORGA governance. Use when building headless agents that run inside Symbiont's CliExecutor or when integrating the Claude Agent SDK with Symbiont's trust stack.
meta-strategy
How to make every poker decision in HAB. Read this every time you are awakened.
no-show-analyzer
Analyzes Chili Piper meeting no-show patterns by trigger type, routing path, rep, or workspace using meeting-list-put and concierge-logs to surface actionable optimization opportunities
version-check
Check Claude Code version and identify new features relevant to the D-ND ecosystem. Use after Claude Code updates to discover what capabilities have changed.
mission-control
Use when Codex should act as the bridge into Mission Control instead of acting like the Manager AI itself.
mission-control-import
Use when Codex should attach an existing repo or folder to Mission Control and keep the first pass read-only until the user authorizes more.
ui-mockup-prompt
Translate a UI brief (a page, a screen, a single component, a feature) into a paste-ready prompt for Nano Banana Pro / gpt-image-2 / Ideogram / Flux 2 / Midjourney that produces a designer-grade mockup as visual inspiration — not pixel-spec UI, not AI slop. Use whenever the user asks for "imagine the X page", "mock up the Y screen", "give me a prompt for nano banana / gpt image 2 to design", "describe this UI for an image model", "draft a prompt for the designer to take inspiration from", or any time the agent needs to produce a UI image-gen prompt for a real product surface (pricing page, dashboard, settings, onboarding, mobile screen, marketing hero, single component). Be pushy — trigger even when the user says "design" without "prompt", or "show me what X could look like" — the agent should reach for this skill before hand-rolling a brief.
security-hardening
Run and interpret the HARNESS security hardening gate for workflow, MCP, dependency, and delegated-auth policy changes.
prompt-optimizer
Optimize LLM prompt templates against an eval harness. Works with autoresearch for overnight prompt optimization. For projects that call LLMs (try-on prompts, chatProxy, MCP tools).
drafter
Generate governance documents (ADRs, policies, decision records) using Charter's governance context. Use when the user asks to draft, write, or generate any governance documentation.
drupal-sdc-figma-parity
Drupal SDC Figma-to-code pixel-parity workflow using direct Figma MCP tools, with screenshot-gated validation and node-specific capture dimensions.
writing-hookify-rules
This skill should be used when the user asks to "create a hookify rule", "write a hook rule", "configure hookify", "add a hookify rule", or needs guidance on hookify rule syntax and patterns.
azure-networking
Configure Azure VNet, NSG, Load Balancer, and network topology.
reddit-auth
Reddit authentication management skill. Check login status, log out. Triggered when user asks to check Reddit login status or log out.
reddit-content-ops
Reddit compound content operations skill. Multi-step workflows combining search, analysis, publishing, and engagement. Triggered when user asks for subreddit analysis, trend tracking, content strategy, or engagement campaigns.
reddit-explore
Reddit content discovery skill. Browse subreddits, search posts, view post details, check user profiles. Triggered when user asks to search Reddit, browse subreddits, view posts, or check users.
reddit-interact
Reddit social interaction skill. Comment, reply, upvote, downvote, save posts. Triggered when user asks to comment, reply, vote, or save Reddit posts.
reddit-publish
Reddit content publishing skill. Submit text posts, link posts, and image posts to subreddits. Triggered when user asks to post, submit, or share content on Reddit.
reddit-skills
Reddit automation skill collection. Supports authentication, content publishing, search & discovery, social interactions, and compound operations. Triggered when a user asks to operate Reddit (post, search, comment, login, analyze, upvote, save).
context-receipts
Emit privacy-safe receipts for context selection, deferral, hydration, compaction, pruning, delegation, usage attribution, and boundary handoffs.
code-mode
Add a "code mode" tool to an existing MCP server so LLMs can write small processing scripts that run against large API responses in a sandboxed runtime — only the script's compact output enters the LLM context window. Use this skill whenever someone wants to add code mode, context reduction, script execution, sandbox execution, or LLM-generated-code processing to an MCP server. Also trigger when users mention reducing token usage, shrinking API responses, running user-provided code safely, or adding a code execution tool to their MCP server — in any language (TypeScript, Python, Go, Rust, etc.).
akb-ingest
Ingest whatever you point at into an AKB vault — a local file, a web URL, a GitHub PR/release/commit, a Confluence page, or a Jira issue. Auto-detects the source type and dispatches to a specialized ingest subagent; the router fetches and writes nothing itself. One target per invocation; globs expand to a sequential loop of document ingests.
session-ingest
Ingest a coding session JSONL into AKB as structured notes — session report + parallel-drafted TIL / task / idea / decision sub-notes. Auto-discovers the current session's JSONL when no positional path is given (Claude / Codex). `--delegate {target}` fires the work to another target's CLI and exits.
decide
Record an engineering decision with rationale, alternatives considered, and consequences.
init
Initialize Engineering OS in the current repository. Sets up knowledge layer, indexes codebase, and discovers architecture.
plan
Generate an execution plan with parallel task groups from a refined specification.
refine
Refine a raw requirement into a structured engineering specification with acceptance criteria, edge cases, and risks.
review
Generate an architecture-aware code review checking patterns, conventions, and decision alignment.
security
Run security scan, audit, threat model, or dependency check. Adversarial security reviewer.
status
Show Engineering OS dashboard with workflow state, knowledge health, budget usage, and progress.
super-geo-agent-readiness
Generative Engine Optimization plus agent readiness. Use this skill whenever the user asks about GEO, AEO, LLMO, optimizing content for AI search engines (ChatGPT, Perplexity, Google AI Overviews, Claude, Gemini, Copilot), getting cited by LLMs, brand mentions in AI responses, llms.txt, robots.txt for AI crawlers, Schema.org JSON-LD, FAST framework, agent readiness, MCP server discovery, Web Bot Auth, OAuth for agents, API Catalog, agentic commerce (x402, ACP, UCP), Markdown content negotiation, or auditing a site or page for AI visibility. Also trigger when the user says "AI SEO", asks how to "rank in ChatGPT", "show up in Perplexity", "appear in AI Overviews", or wants a site to "speak to AI agents". Trigger even when the request is implicit, such as "review this article so AI search picks it up" or "make our docs agent-friendly".
docx
Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new documents, (2) Modifying or editing content, (3) Working with tracked changes, (4) Adding comments, or any other document tasks
fastapi-senior-dev
Senior Python Backend Engineer skill for FastAPI. Use when scaffolding production-ready APIs, enforcing clean architecture, optimizing async patterns, or auditing FastAPI codebases.
materialreacttable-mastery
Material React Table V3 expert skill. Use when building feature-rich data tables w/ MUI styling, server-side ops, CRUD editing, virtualization, or complex filtering/sorting.
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
md
Write clean, error-free markdown that IDEs and linters can parse without warnings. Use when writing documentation, README files, or skill files with code examples.
nextjs-senior-dev
Senior Next.js 15+/16 Engineer skill for App Router. Use when scaffolding production apps, enforcing RSC patterns, auditing codebases, or optimizing performance.
Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scale.
pptx
Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layouts, (4) Adding comments or speaker notes, or any other presentation tasks
prompt-compressor
Compress verbose prompts & context before LLM processing. This skill should be used when input exceeds 1500 tokens, contains redundant phrasing, or includes unnecessary context. Reduces tokens by 40-60%.
skill-creator
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
testing-automation-expert
Production-grade testing strategies for robust, maintainable systems. Covers unit/integration/E2E testing, contract testing, accessibility, mutation testing, and CI/CD patterns. Supports Python (pytest) and TypeScript (Jest/Vitest/Playwright).
token-formatter
Convert verbose docs/markdown/text into token-efficient formats. Use when user wants to reduce token count, compress content for LLM context, or optimize for AI consumption.
ux-toolkit
Comprehensive UX evaluation meta-skill. Use when conducting UI/UX audits, accessibility reviews, user flow analysis, responsive testing, or interaction design evaluation.
xlsx
Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas
daf-jira
JIRA operations (view, create, update, comment) with Wiki markup syntax reference
daf-jira-mcp
Using MCP JIRA tools with DevAIFlow validation logic and field intelligence
tool-call-flow
Use when reasoning about the protocol-level cycle by which a language model uses external tools: the four phases (declaration, request, execution, continuation), the message-history state model that ties them together, the structural differences between vendor protocols (Anthropic tool-use, OpenAI function-calling, MCP) and how they compose, parallel vs sequential tool calls, error handling and retries inside the cycle, and the separation between the model (which produces structured intent) and the runtime (which executes the intent and routes results back). Do NOT use for the decision of when and how many tool calls to make (use tool-call-strategy), agent-system architecture and coordination patterns (use agent-engineering), prompt wording (use prompt-craft), or the design of evals for tool-use behavior (use agent-eval-design).
klytos-plugin-development
Complete guide for developing Klytos CMS plugins including structure, entry points, MCP tools, admin pages, hooks, routes, and best practices. Use when creating, modifying, extending Klytos functionality, adding MCP tools, admin pages, hooks, filters, or debugging plugins.
git-and-github
Invoke for all git and gh commands, GitHub interactions. Solves git and gh access / permission denied issues.
workflow-feature
Use for new projects, features, or major refactoring. Phases: Planning (Req→UX→Test Spec→Dev Plan) → Implementation → QA → Lessons Learned. Auto-retry on failure, unattended.
workflow-simplified
Use for bug fixes or small changes (≤200 lines). Same phase order as workflow-feature (Planning→Impl→QA→LL) with lighter ceremony. Auto-retry on failure, unattended.
workflow-trivial
Use for typos or single-line fixes (≤20 lines). Same mandatory phase order (Planning→Impl→QA→LL), minimal ceremony. Auto-retry on failure.
consult-llm
This skill should be used when the user wants to consult external LLMs for a second opinion or discussion. Use when the user says "discuss with llms", "consult llms", "consult LLMs", "ask LLMs", "get LLM opinions", "what do other LLMs think", "ask ChatGPT", "consult Gemini", "ask GPT", "get a second opinion", "ask another AI".
scribe-kb
Read, write, and search a scribe-managed knowledge base (markdown vault with frontmatter conventions, wikilinks, and qmd hybrid search). Use when the user's project has a scribe.yaml (KB root) or a .claude/<kb_name>/ drop-file directory (consumer side), or when they mention scribe, scriptorium, qmd, drop files, or "my KB". Covers frontmatter schema, wikilink syntax, drop-file pattern, search via qmd, and directory taxonomy.
ava
Codex-native operational orchestration for protoLabs Studio. Use when the user wants autonomous triage, backlog supervision, board operations, agent coordination, or multi-step operational decision-making across the portfolio.
headsdown
Codex-native deep work mode for protoLabs Studio. Use when the user wants autonomous backlog processing, PR flow supervision, board grooming, and sustained operational work until the system is quiet.
julia-activate
Activate a Julia project/environment for the session
julia-develop
Set up a Julia development workflow with Revise hot-reloading
julia-info
Show Julia session information (version, project, variables, loaded modules, Revise status)
julia-pkg
Manage Julia packages (add, remove, status, update, test, develop)
julia-revise
Hot-reload Julia code changes using Revise.jl without restarting the session
julia-session
Manage multiple Julia REPL sessions (create, switch, list, destroy)
agentmail
Spin up disposable email inboxes via myagentinbox.com for tests, signup flows, OTP/magic-link captures, and any task that needs to receive mail from a service without using a real mailbox. Provides a REST-first bash workflow (no MCP required), 24h-lifetime inboxes, polling helpers with timeout, and verification-code/magic-link extractors. Use when the user mentions "throwaway email", "disposable inbox", "test signup", "OTP capture", "magic link", "verify email flow", "/expect-test signup", or any flow where a service emails a code and the agent needs to read it back. Stores inbox metadata in a tool-neutral state file under .agents/agentmail/ so multiple inboxes survive across sessions. MCP is intentionally NOT recommended — direct REST is simpler and avoids the npx mcp-remote shim. mcporter is documented as a fallback for projects already standardised on MCP tooling.
content-ideation
Helps marketers generate, source, and validate B2B content ideas using customer signals, internal data, social listening, and AI tools — trigger when planning content calendars, brainstorming campaigns, or identifying audience pain points
kb
This skill should be used when recall MCP tools are available and the user asks to "save to knowledge base", "write a note", "persist this", "remember this pattern", "update the KB", or when the Stop hook instructs the agent to persist session knowledge. Also use when asking "search knowledge base", "what do we know about", or needing cross-project context from recall.
yo-base-mcp-plugin
Base MCP plugin for YO Protocol — ERC-4626 yield vaults with ERC-7540 async redemption on Ethereum (1), Base (8453), and Arbitrum (42161). Both deposit and withdraw route through the YO Gateway. Use when the user wants to view YO vaults, check positions/balances/rewards, deposit, request a redeem (instant or async), or claim Merkl rewards via Base MCP's `send_calls`. Triggers on YO Protocol, yoUSD, yoETH, yoBTC, yoEUR, yoGOLD, yoUSDT, "deposit into yo", "withdraw from yo", "yo vault", or "claim yo rewards".
bettermemory
Verification-grade memory between sessions. Use bettermemory's MCP tools (memory_search, memory_show, memory_write, memory_verify, memory_record_use, etc.) instead of writing to files when the user asks you to "remember" something or references shared context from a past session. Default is to NOT call memory_search; only retrieve when the user references context you don't have ("my project", "the script we wrote") or a request is ambiguous in a way stored preferences could resolve. Every hit carries a staleness_verdict (calendar + path-drift + commit-drift); when it isn't "fresh", spot-check a claim before relying and call memory_verify to attest. Every use should record a claim_excerpt so retrievals stay auditable.
competitive-intel
Compare brands and products across social media — share of voice, sentiment, positioning, and audience overlap using Xpoz. Use when asked to "compare brands", "competitive analysis", "share of voice", "brand vs brand", or "competitive intelligence".
influencer-discovery
Find and rank influencers by niche, engagement, and authenticity using Xpoz. Searches Twitter, Instagram, and Reddit for active voices in any topic. Use when asked to "find influencers", "discover thought leaders", "who's talking about X", "influencer research", or "find KOLs".
reddit-research
Search and analyze Reddit discussions for market research, product feedback, and community insights using Xpoz. Use when asked to "search Reddit", "what does Reddit think about X", "Reddit feedback on X", "subreddit analysis", or "Reddit market research".
security-osint
Monitor social platforms for security threats, vulnerability discussions, and breach intelligence using Xpoz. Use when asked to "find CVE discussions", "security threat monitoring", "OSINT social media", "vulnerability intelligence", "breach mentions", or "threat intel from Twitter/Reddit".
social-sentiment-analyzer
Analyze brand or topic sentiment across Twitter, Reddit, and Instagram using Xpoz. Classifies posts as positive/neutral/negative, extracts recurring themes, and generates a sentiment report. Use when asked for "sentiment analysis", "what are people saying about X", "brand sentiment", or "social media opinion on X".
twitter-data-export
Export Twitter/X data to CSV for analysis using Xpoz. Search by keywords, author, date range, and download complete datasets (up to 500K rows). Use when asked to "export tweets", "download Twitter data", "get tweets as CSV", "Twitter dataset", or "bulk tweet download".
insights
Analyze OpenAI ChatGPT Ads performance in natural language — spend, impressions, clicks, CTR/CPC/CPM, best and worst performers, daily trends. Use when the user asks "how are my chatgpt ads doing", "which ad performs best", "spend this week", "show CTR by campaign", or any performance question about OpenAI/ChatGPT ads.
manage
Manage OpenAI ChatGPT Ads — activate, pause, rename, rebudget, retarget, or archive campaigns, ad groups, and ads, with confirmation gates on spend-starting and irreversible actions. Use when the user says "pause my chatgpt ads", "activate the campaign", "change the budget", "update the ad copy", "archive that campaign", or any management request for OpenAI/ChatGPT ads.
agents-sdk
Build AI agents on Cloudflare Workers using the Agents SDK. Load when creating stateful agents, durable workflows, real-time WebSocket apps, scheduled tasks, MCP servers, chat applications, voice agents, or browser automation. Covers Agent class, state management, callable RPC, Workflows, durable execution, queues, retries, observability, and React hooks. Biases towards retrieval from Cloudflare docs over pre-trained knowledge.
chatgpt-apps
Build, scaffold, refactor, and troubleshoot ChatGPT Apps SDK applications that combine an MCP server and widget UI. Use when Codex needs to design tools, register UI resources, wire the MCP Apps bridge or ChatGPT compatibility APIs, apply Apps SDK metadata or CSP or domain settings, or produce a docs-aligned project scaffold. Prefer a docs-first workflow by invoking the openai-docs skill or OpenAI developer docs MCP tools before generating code.
agent-native-architecture
Build applications where agents are first-class citizens. Use this skill when designing autonomous agents, creating MCP tools, implementing self-modifying systems, or building apps where features are outcomes achieved by agents operating in a loop.
dotnet-backend-patterns
Master C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications. Covers async/await, dependency injection, Entity Framework Core, Dapper, configuration, caching, and testing with xUnit. Use when developing .NET backends, reviewing C# code, or designing API architectures.
smalltalk-mcp
Interact with live Smalltalk images (Squeak, Cuis) via MCP. Evaluate code, browse classes, view method source, define and modify classes and methods, query hierarchies and categories in a running Smalltalk environment.
core-engineering-principles
Use when starting any coding, refactoring, debugging, or implementation task — establishes the four principles (think before coding, simplicity first, surgical changes, goal-driven execution) that bias the assistant toward careful, low-noise work.
spawnbox-memory-workflow
Use when reading or updating files under memory/, before answering questions about the user, their people, projects, or preferences, and at the end of every session — defines memory-first reading and commit-then-confirm rules for the SpawnBox template.
smart-explore
Token-optimized structural code search using tree-sitter AST parsing. Use instead of reading full files when you need to understand code structure, find functions, or explore a codebase efficiently.
setup
Validate that the Codex bridge plugin is ready inside Claude Code. Use when the user asks to install, configure, or sanity-check Codex review from Claude.
authority-strip-formatter
Format the ACBS 4-layer authority strip in Kokai-generated outputs. Apply to all briefs that include Kokai data.
evidence-citation-builder
Get citation records (source URL, retrieved_at, authority level) for a Kokai canonical record by record_id. Returns direct public source refs only (AI-derived evidence excluded).
gbizinfo-company-search
Search for a Japanese company by name (Japanese / kana / Latin / hiragana, 2+ chars) when you do not have the 13-digit 法人番号. Returns matches from the gBizINFO registry.
gbizinfo-entity-lookup
Look up a Japanese company's detailed profile (financials, capital, employees, certifications) from gBizINFO via the kokai MCP server. Use when you have a 13-digit 法人番号.
jgrants-subsidy-detail
Get detailed J-Grants subsidy information (full eligibility criteria, deadlines, max amount, application form URLs) by subsidy_id from `jgrants-subsidy-search`.
jgrants-subsidy-search
Search J-Grants public registry for Japanese government subsidies by keyword (industry / theme / use purpose, 2+ chars). Returns matches with id, title, target area, deadline, and max amount.
kokai-competitor-brief-prompt
Use the kokai MCP server's `kokai_competitor_corporate_brief_jp` prompt to prepare a 3-tier competitor brief (overview / scale / certifications) for a Japanese company.
kokai-due-diligence-prompt
Use the kokai MCP server's `kokai_due_diligence_jp` prompt to prepare a 1-page Japanese company DD brief from public canonical sources.
kokai-subsidy-fit-prompt
Use the kokai MCP server's `kokai_subsidy_fit_jp` prompt to prepare a 3-axis fit signal (regional / industry / scale) for a Japanese company x subsidy pair.
kokai-subsidy-landscape-prompt
Use the kokai MCP server's `kokai_subsidy_landscape_scan_jp` prompt to scan top-N Japanese subsidies for an industry or use-purpose theme.
nta-corporate-name-search
Search Japanese corporate registry by name via the National Tax Agency (国税庁) Web-API. Returns corporations with 13-digit corporate numbers. Use when gBizINFO does not have the company or for cross-validation.
nta-corporate-number-lookup
Get authoritative Japanese corporate-number record from the National Tax Agency (国税庁) with change history (社名変更 / 移転 / 合併 / 解散). Use for M&A DD, KYC verification, dissolved-company detection, gBizINFO fallback.
shigyo-boundary-disclaimer
Append the 士業 (certified Japanese advisor) boundary disclaimer to Kokai-generated outputs. Required for any brief that touches subsidy 適格性, 申請可否, legal, tax, or professional judgment topics.
gsdhealth-check
Verify GSD setup - checks Claude, Codex, skills, and MCP servers are working correctly.
payments-testing
Test Stripe payment flows in test mode using the Stripe API/MCP — the successful charge/checkout path that should create a booking, and the decline/failure paths (generic decline and 3DS/SCA-required) that the app must handle gracefully. Use this skill whenever the user wants to test payments, verify checkout, confirm a charge succeeds or a declined card is handled, or check Stripe integration before launch. Trigger on casual asks like "does paying actually work" or "test a declined card" too. Stripe TEST MODE only.
3d-web-experience
Expert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes. Covers product configurators, 3D portfolios, immersive websites, and bringing depth to web experiences.
docker-expert
You are an advanced Docker containerization expert with comprehensive, practical knowledge of container optimization, security hardening, multi-stage builds, orchestration patterns, and production deployment strategies based on current industry best practices.
gsd-codebase-mapper
Explores codebase and writes structured analysis documents. Spawned by map-codebase with a focus area.
gsd-debugger
Investigates bugs using scientific method, manages debug sessions, handles checkpoints. Spawned by /gsd:debug orchestrator or diagnose-issues workflow.
gsd-executor
Executes GSD plans with atomic commits, deviation handling, checkpoint protocols, and state management. Spawned by execute-phase orchestrator or execute-plan command.
gsd-integration-checker
Verifies that integrations work correctly by checking endpoints, responses, and data flow. Spawned by /gsd:complete-milestone orchestrator.
gsd-phase-researcher
Researches phase implementation for planning. Spawned by /gsd:plan-phase or /gsd:research-phase orchestrators.
gsd-plan-checker
Validates plan quality by checking task completeness, dependency correctness, and scope sanity. Spawned by /gsd:plan-phase orchestrator.
gsd-planner
Creates executable phase plans with task breakdown, dependency analysis, and goal-backward verification. Spawned by plan-phase orchestrator.
gsd-project-researcher
Researches domain ecosystem for project initialization. Spawned by /gsd:new-project orchestrator (4 parallel agents).
gsd-research-synthesizer
Synthesizes research outputs from parallel researcher agents into SUMMARY.md. Spawned by /gsd:new-project after 4 researcher agents complete.
gsd-roadmapper
Creates project roadmaps with phase breakdown, requirement mapping, success criteria derivation, and coverage validation. Spawned by /gsd:new-project orchestrator.
gsd-verifier
Verifies phase goal achievement through goal-backward analysis. Checks codebase delivers what phase promised, not just that tasks completed.
web3-start-here
Master index for the web3 smart contract security knowledge base. Use this to navigate the skill chain. Read files in order — each ends with NEXT.
android-phone
Inspect, test, debug, and control Android phones through ADB from Codex. Use when the user asks to inspect, screenshot, tap, swipe, type, or otherwise control their Android phone.
constellation-troubleshooting
This skill should be used when the user asks about "Constellation errors", "fix Constellation", "debug Constellation", "Constellation not working", "API connection issues", "indexing problems", "MCP server", "Failed to reconnect", mentions any Constellation error codes (AUTH_ERROR, PROJECT_NOT_INDEXED, etc.), or when Constellation commands fail.
session-report
Generate an explorable HTML report of Claude Code session usage (tokens, cache, subagents, skills, expensive prompts) from ~/.claude/projects transcripts.
skill-creator
Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.
mneme-prime
Use when the user starts a new task that may have prior vault context worth surfacing. Invokes the mneme_prime MCP tool to build a token-budgeted preamble of recent sessions and topic matches.
mneme-search
Use when the user asks a factual question whose answer might live in the vault. Invokes mneme_search. v1.0 search is FTS5 BM25; dense retrieval is roadmap, and KG enrichment is gated to summarize or timeline when full-profile graph state is active.
malicious-skill
A helpful productivity tool
claude-code-plugin-specification
Use when the user asks about "Claude Code plugin", "plugin.json schema", "plugin manifest", "SKILL.md format", "agent frontmatter", "hook events", "plugin marketplace", "marketplace.json", "plugin structure", "LSP plugin", "plugin hooks", "plugin distribution", or needs to verify plugin conformance, understand plugin component schemas, check hook event behavior, or look up Claude Code plugin specification details. Also applies when building or debugging Claude Code plugins and needing authoritative spec details.
creating-packages
This skill should be used when the user asks to "add purse-first support", "turn an MCP into a package", "create a package manifest", "add generate-plugin command", "register with purse-first marketplace", "add skills to a package", "bundle skills in a package", "make this available as a Claude Code tool", "distribute this MCP server", "share this CLI with Claude", "set up plugin.json", "ship this as a package", or wants to package an MCP server, CLI, or skill set for distribution via purse-first. Also applies when working in a repo that has a `.claude-plugin/` directory, editing a `plugin.json` or `mappings.json`, or modifying a `flake.nix` that uses `mkMarketplace` or references purse-first as a flake input.
downstream-rust-consuming-purse-first-libraries
This skill should be used when the user asks to "add mcp-server dependency", "depend on rust-mcp", "consume rust-mcp", "build a Rust MCP server outside purse-first", "migrate from amarbel-llc/rust-mcp", or is building a Rust project that depends on purse-first libraries (like mcp-server) from a separate repository. Also applies when encountering dependency resolution questions about git deps vs path deps vs flake inputs for Rust crates across repo boundaries, or when a Rust MCP server needs to work both with and without Nix.
rfc
Use when the user asks to "create an RFC", "write a spec", "specify an interface", "document a protocol", "add an interface spec", mentions "RFC", "specification", "wire format", "API contract", or is working in a docs/rfcs/ directory. Also applies when defining interfaces, protocols, file formats, or API contracts where precision and normative language (MUST/SHOULD/MAY) matter.
mcp-context-saving
This skill should be used when the user asks to "add context-saving", "add pagination", "add truncation", "limit output size", "add offset and limit", "reduce token usage", "add head and tail parameters", "limit results", or mentions unbounded output, large responses, PaginationInfo, TruncationInfo, output size management, or token waste in MCP server tools. Also applies when an MCP tool's output is too long, agent token usage is too high, or MCP responses need size limits.
mcp-specification-reference
Use when the user asks about "MCP protocol version", "MCP spec", "protocol negotiation", "MCP capabilities", "MCP transport", "MCP lifecycle", "MCP schema", "initialize handshake", or needs to verify MCP server conformance, understand version differences, check required methods, or look up MCP protocol behavior. Also applies when building or debugging MCP servers and needing authoritative spec details.
purse-first-overview
This skill should be used when the user asks "what is purse-first", "how do packages work", "how does the marketplace work", "getting started with purse-first", "explain purse-first", or is working in a repository that contains a `.claude-plugin/` directory, a `share/purse-first/` output path, a `flake.nix` that uses `mkMarketplace`, or any flake input referencing purse-first. Also applies when the user mentions purse-first without a specific task, wants to understand the package framework, or asks about the relationship between MCP servers, skills, and packages.
using-packages
This skill should be used when the user asks "how do purse-first hooks work", "why is my tool being denied", "how to customize mappings", "troubleshoot package discovery", "how does tool routing work", "how do I override a mapping", "debug purse-first", or is experiencing unexpected tool denials, mapping conflicts, or package discovery failures. Also applies when working with `.purse-first/` project-local overrides, `$XDG_STATE_HOME/purse-first/` user overrides, or `purse-first install` and `purse-first hook` commands.
dev-brainstorm
Use when brainstorming new features, making architectural decisions, evaluating technical tradeoffs, or documenting decisions as ADRs - before any implementation planning or coding begins
dev-implement
Use when executing an implementation plan task-by-task - dispatches subagents for implementation, manages git worktrees, handles phased multi-service deployment
memory-recall
Use when asking about previous sessions - cross-session context search via claude-mem with token-efficient 3-layer retrieval
qa-test
Use for QA-perspective testing - Playwright automation or manual browser testing focused on user journeys, not implementation details
review-code
Use when requesting or receiving code review - dispatches reviewer subagent or processes human PR feedback with technical evaluation
review-design
Use when reviewing frontend implementation against design specs - design system compliance, responsive behavior, accessibility audit
codexer
Python research assistant with Context7 MCP. Use for Python library research, evaluating packages, enforcing strict Python coding standards, or fetching up-to-date library docs via Context7.
excel-sheet
Excel (.xlsx) manipulation via MCP server. Use for creating workbooks, formatting cells, writing formulas, building charts, pivot tables, data analysis, or any task involving Excel spreadsheets.
mcp-builder
Build high-quality MCP servers with strong tool design, structured outputs, clear error handling, and realistic evaluations. Use when creating or improving MCP servers in TypeScript or Python for external APIs, services, or internal platforms.
microsoft-development
Microsoft docs lookup, code samples, and SDK reference for Azure, .NET, Microsoft 365, Windows, and Power Platform via Microsoft Learn MCP. Use for API reference or official MS documentation retrieval.
notion-docs
Notion workspace management via MCP - create databases, pages, comments, and knowledge bases. Use when building Notion documentation, organizing project wikis, or managing Notion content.
powerbi-modeling
Power BI semantic models - DAX measures, star schemas, relationships, RLS, and performance tuning via MCP. Use when creating data models, writing DAX, or configuring table relationships in Power BI.
powerpoint-ppt
PowerPoint (.pptx) manipulation via MCP server. Use for creating slides, formatting presentations, managing placeholders, adding images, applying templates, or extracting text from .pptx files.
skill-routing-arbitrator
Disambiguator for when multiple skills could match the same user prompt. Use when uncertain which of several overlapping skills to invoke — e.g., code review (engineering:code-review vs ecc:code-review vs ecc:python-review vs review), security audit (ecc:security-review vs anthropic-skills:security-audit-engine vs ruflo-security-audit:audit), MCP server building (anthropic-skills:mcp-builder vs ecc:mcp-server-patterns), or any case where two or more skills' descriptions match the user's request. Returns the canonical preferred skill and explains why.
browser-testing-with-devtools
Tests in real browsers via Chrome DevTools MCP. Use when building or debugging anything that runs in a browser. Use when you need to inspect the DOM, capture console errors, analyze network requests, profile performance, or verify visual output with real runtime data. Requires the chrome-devtools MCP server to be configured.
b12-memory
B12 persistent cross-session memory system. INVOKE this skill BEFORE answering when the user uses any recall verb or references work that is not visible in the current conversation. English recall verbs: remember, recall, last time, before, previously, prior, earlier, said, told, mentioned, stored, saved. Turkish recall verbs: hatırla, hatırlıyor musun, geçen sefer, daha önce, önceki, demiştik, söylemiştim, kaydetmiştik, nerden geldiğini hatırlamadığım. Also invoke when the user asks to "store this", "save this", "remember this", "not al", "kayda geç", "unutma", or any imperative that implies long-term persistence. Also invoke at the start of any non-trivial task in this project to prime context. Covers the B12 MCP tools: memory_search, memory_store, memory_update, memory_quality, memory_refine, memory_consolidate, memory_surface, memory_session_context, memory_export, memory_import, memory_dashboard.
stitch-design-taste
Semantic Design System Skill for Google Stitch. Generates agent-friendly DESIGN.md files that enforce premium, anti-generic UI standards — strict typography, calibrated color, asymmetric layouts, perpetual micro-motion, and hardware-accelerated performance.
consult
Strategic guidance from the advisor model on a question, with optional focus area and depth. Use before consequential decisions or to review a plan.
dream
Runs the dream pipeline that distils session events into durable memories. Use to flush undreamed events or check dream status.
nats
Cross-device messaging over the NATS bus — ping, publish, subscribe. Use to broadcast status or catch up on what other devices are doing.
admapix
Raw AdMapix ad creative data search. Use for 搜广告, 找素材, 广告视频, 创意素材, 竞品广告, ad creative, search ads, find creatives, competitor ads, ad spy. Returns structured JSON data only.
claude-sdk
Build autonomous AI agents with the Claude Agent SDK — computer use, tool calling, MCP integration, and production best practices for Anthropic models. Use when writing agent code against the Claude/Anthropic SDK, wiring tools or MCP servers, or hardening an agent for production.
framer-expert
Expert Framer design and development — interactive prototypes, production sites, Framer Motion, CMS integration, and the Framer MCP server. Use when building or styling Framer sites, animating with Framer Motion, or wiring Framer CMS/MCP.
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
openclaw-integration
Connect to Genfeed.ai to create AI videos, images, articles, and more. Use when "genfeed", "create content", "generate video", "generate image", "publish content" mentioned.
hivebook
Collaborative wiki written by AI agents, for AI agents. Two uses. (1) READ — find what another agent documented: API/SDK behavior, framework gotchas, protocol quirks, MCP/LLM tooling, error messages, config patterns. **Hivebook-first rule: search Hivebook BEFORE WebSearch/WebFetch/library docs on agent-relevant technical topics.** (2) WRITE — after non-trivial research, debugging, or web investigation worth saving for the next agent (verified gotcha, distilled web session, fast-moving fact, cryptic-error cause). **Proactive contribution rule: whenever the current session produced such a finding, propose creating an entry BEFORE the session ends ��� do not wait for the user to ask. Search for duplicates first.** Writes need the stored API key (persisted during onboarding); never attempt moderation. Covers REST plus a Remote MCP server: register, search, read, create, edit, vote, sources, versions, notifications, moderation queue.
ae-mcp
After Effects automation through Model Context Protocol. Use when users request creating, modifying, or animating content in Adobe After Effects, including compositions, layers, keyframes, effects, expressions, text animations, lower thirds, title cards, logo reveals, or any motion graphics tasks. Trigger on phrases like "create in After Effects", "animate this", "make a motion graphic", "add keyframes", "apply effects", or when users mention AE-specific concepts like compositions, precomps, expressions, or time remapping.
subagent-driven-development
Use when executing implementation plans with independent tasks in the current session
subagent-driven-development-composer
Use when executing implementation plans with independent tasks in the current session AND you want to offload per-task implement/review workers to Composer 2.5 Fast via the cursor-bridge run_cursor_agent MCP tool, keeping the final spec+quality+security gate on Opus
prod-watch
Poll Vercel runtime logs and Supabase logs since the last run, cluster new errors by cause, and triage. Triage only — no deploys, no data changes.
nfs-add-mcp
Add an MCP (Model Context Protocol) entry point to an existing project scaffolded with nextjs-fullstack-starter. Use when the user wants AI clients (Claude Desktop, Cursor) to query the project's data over OAuth, mentions MCP, wants to expose tools to AI, or invokes /nfs-add-mcp. Wires up /api/mcp/route.ts inside an (mcp) route group, the MCP plugin in Better Auth (the project's OAuth provider), the .well-known OAuth discovery endpoints, a tool registry at src/server/mcp/registry.ts, one example tool, and the migration for the three OAuth tables. Requires Better Auth to be wired — if not, prompts to run /nfs-add-auth first.
nfs-architecture-patterns
Reference patterns for ongoing development on a Next.js fullstack project scaffolded with nextjs-fullstack-starter — Server Components for reads, Server Actions for writes, services in src/server/modules/. Use this whenever adding a new module, writing a new page or Server Action, deciding between Server Action vs route handler vs MCP tool, wiring permissions, structuring services, handling errors, caching with cacheTag / updateTag, or making any architectural decision in a project that was bootstrapped with this plugin. Triggers on phrases like 'add a new module', 'create a Server Action', 'where should this logic go', 'follow project conventions', 'how do I invalidate the cache', 'should this be a page or an action', or any 'how do I do X in this project' question.
nfs-testing-patterns
Test-writing patterns for projects scaffolded with nextjs-fullstack-starter. Use whenever the user is writing or reviewing tests in such a project, asks 'how do I test X', wants to add test coverage for a new module, or needs to debug a failing test. Covers service-layer unit tests (the high-value layer where most coverage lives), integration tests with a real Postgres (Testcontainers), Server Action tests via direct invocation, route-handler tests, and Playwright e2e. Each section explains WHAT to test at that layer and HOW so test effort lands where it pays off.
nts-add-mcp
Add an MCP (Model Context Protocol) entry point to an existing project scaffolded with nextjs-trpc-prisma-starter. Use this when the user wants AI clients (Claude Desktop, Cursor) to query the project's data over OAuth, mentions MCP, wants to expose tools to AI, or invokes /nts-add-mcp. Wires up /api/mcp/route.ts, the MCP plugin in Better Auth (the project's OAuth provider), the .well-known OAuth discovery endpoints, a tool registry at src/server/mcp/registry.ts, one example tool, and the migration for the three OAuth tables. Requires Better Auth to be wired — if not, prompts to run /nts-add-auth first.
nts-architecture-patterns
Reference patterns for ongoing development on a Next.js + tRPC + Prisma project scaffolded with nextjs-trpc-prisma-starter. Use this whenever adding a new module, writing a new tRPC procedure, deciding between tRPC vs route handler vs MCP tool, wiring permissions, structuring services, handling errors, or making any architectural decision in a project that was bootstrapped with this plugin. Triggers on phrases like 'add a new module', 'create a tRPC procedure', 'where should this logic go', 'follow project conventions', or any 'how do I do X in this project' question.
nts-testing-patterns
Test-writing patterns for projects scaffolded with nextjs-trpc-prisma-starter. Use whenever the user is writing or reviewing tests in such a project, asks 'how do I test X', wants to add test coverage for a new module, or needs to debug a failing test. Covers service-layer unit tests (the high-value layer), tRPC procedure tests via createCaller (typed, no HTTP), MCP tool tests, route handler tests, and Playwright e2e. Each section explains WHAT to test at that layer and HOW so test effort lands where it pays off.
design-brief
Write a comprehensive design brief that defines the problem space, constraints, audience, and success criteria.
skill-atlas
Find the right public AI-agent skill for a job — and know whether to trust it. Load when about to start a task type (Upwork freelancing, technical interviews, office documents, MCP/tool building, prompt engineering, web/frontend, data analysis, learning English) and you want to know which existing public skills to pull in, rated by source reputation and freshness. Answers "which skill do I load for X, and can I trust it?"
autopilot
Autonomous orchestrator that takes a goal, discovers available tools, decomposes into phases, maps phases to skills, executes, and monitors until the project is done. Use when user wants full autonomous execution of a complex goal.
mcp-directory-readiness
Use when preparing an MCP server for submission to the Anthropic MCP Directory. Audits tool annotations, OAuth/HTTPS posture, and generates a gap list + pre-filled submission form data. Triggers on: 'submit to Anthropic Directory', 'MCP submission', 'audit my MCP server', 'is my MCP ready for the directory', 'directory submission checklist'.
codelens-analyze
Deep architecture analysis — dependencies, coupling, dead code, circular imports
codelens-onboard
Quick project onboarding — understand structure, key symbols, and architecture
codelens-review
Analyze code changes for impact, quality, and safety using CodeLens MCP tools
pev-e2e-verify
AC に UI / E2E 系の項目が含まれる時、 Playwright CLI で end-to-end test を実行して verify する skill。 token 効率のため MCP ではなく CLI を採用、 Playwright Agents (planner/generator/healer) を reference して test 生成・修復は委譲する。 verifier から auto-dispatch (AC keyword 検知) もしくは --e2e フラグで明示起動される。
pev-linear-sync
Linear MCP server 経由で plan.md / verify.json を Linear Issue と双方向 sync。inbound (Linear → spec 抽出)、issue-first (実装前に issue 作成 + branch checkout、v3.3.0+)、outbound success (Done + コメント)、outbound fail (failure summary コメント) の4方向。Linear MCP plugin (`@plugin_linear_linear`) が install済みで認証済みであることが前提
github
How to access GitHub. Avoid direct URL fetches; prefer GitHub MCP tools or the `gh` CLI subcommands. Use when fetching GitHub information or operating on issues, pull requests, or workflows.
mcp-to-mobile
Flagship AiGNITE pipeline. Takes any AiGNITE MCP server URL, lists its tools, and scaffolds a complete React Native mobile app with one screen per public tool, Supabase auth, push notifications, and Stripe subscription billing. Converts B2B MCP infrastructure into a B2C consumer product without rebuilding the backend. Use this skill whenever the user mentions turning an MCP into a mobile app, wrapping an MCP as a consumer app, building a mobile front end for an MCP, MCP to mobile, or making a consumer app from an MCP server, even if they do not name the skill by name.
mobile-app-scaffold
Generates a production-ready Expo React Native project pre-wired for AiGNITE conventions in under sixty seconds. Use this skill whenever the user mentions building a mobile app, scaffolding an Expo project, starting a new React Native app, mobile boilerplate, Expo scaffold, or kicking off a mobile project, even if they do not name the skill explicitly.
seed-db
Load the local Postgres database with a small set of sample rows for development.
crypto-report
Get cryptocurrency market data. Get Binance AI analysis report. Get blockchain news updates.
crypto-report
Get cryptocurrency market data. Get Binance AI analysis report. Get blockchain news updates.
crypto-report
Get cryptocurrency market data. Get Binance AI analysis report. Get blockchain news updates.
speckit-git-commit
Auto-commit changes after a Spec Kit command completes
speckit-git-validate
Validate current branch follows feature branch naming conventions
granola
Access Granola meeting notes, transcripts, and AI summaries via the granola CLI. Use when the user asks about their meetings, meeting notes, transcripts, action items, decisions, or anything referencing Granola.
activecampaign-automation
Automate ActiveCampaign tasks via Rube MCP (Composio): manage contacts, tags, list subscriptions, automation enrollment, and tasks. Always search tools first for current schemas.
agent-memory-mcp
A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions).
airtable-automation
Automate Airtable tasks via Rube MCP (Composio): records, bases, tables, fields, views. Always search tools first for current schemas.
amplitude-automation
Automate Amplitude tasks via Rube MCP (Composio): events, user activity, cohorts, user identification. Always search tools first for current schemas.
asana-automation
Automate Asana tasks via Rube MCP (Composio): tasks, projects, sections, teams, workspaces. Always search tools first for current schemas.
run-agentrepl
Build, run, and drive the AgentREPL.jl MCP server. Use when asked to start AgentREPL, launch the Julia REPL MCP server, run its tests, eval Julia code through it, render a plot, or confirm a change works against the running server.
unity-yaml-format
Inspect, explain, diff, and carefully edit Unity text-serialized files such as .unity, .prefab, .asset, and related YAML-based project files. Use when mapping class IDs and fileIDs, tracing object references, reviewing merge conflicts, or making minimal safe edits to existing UnityYAML documents.
hypertype
Use whenever generating or styling HTML/CSS or web UI and the typography should look intentional rather than default, especially justified display headlines (the magazine slab effect, which pure CSS cannot do), and underused OpenType features (tabular/oldstyle/slashed-zero figures, true small caps, fractions, case-sensitive forms, ligatures), plus modular type scale, readable measure, text-wrap balance/pretty, drop caps, hanging punctuation, and variable fonts. Reach for this for landing pages, headlines, hero sections, editorial layouts, data tables, and any "make the type nicer / less generic / more editorial" request, even when the user does not say "typography". Inline-first and portable across Claude (Code, Design, Cowork, Desktop) and other AI coding tools (works in artifact sandboxes with no build step). The kit is hypertype.css + slab.js + micro.js.
scriptrunner-discovery
Use when a user needs to find Jira custom field IDs, test a JQL query, inspect an issue's data structure, discover project keys, look up workflow statuses, or find transition IDs, role IDs, issue type IDs, or link type IDs before writing ScriptRunner scripts
dev-workflow
SDLC workflow with MCP tools. Triggers on "start", "implement", "work on", or unclear workflow.
music-gen
Generate music and audio from scratch — melodies, chord progressions, full arrangements, sound effects, or simple tones. Produces playable audio files (WAV/MP3) using system utilities. Use this skill whenever the user wants to create, compose, generate, or synthesize music or sound, mentions MIDI, melodies, chords, beats, a "track", a "tune", a jingle, background music, or asks to turn a musical idea/description into an audio file — even if they don't say the word "music" explicitly.
backlinks
Use when asked to audit backlinks or repair the knowledge graph structure, or when /backlinks is invoked. Do NOT use for finding conceptual bridges between ideas — use /connect for that.
drift
Analyze gaps between stated priorities (OKRs, focus statements) and actual session behavior to surface drift. Use when /drift is invoked, when the user says "am I doing what I said I would", "where am I off-track", "do my actions match my goals", "am I avoiding something", or during weekly retrospectives. Reads accountability.md, patterns.md, and recent daily notes. Do NOT use for surfacing patterns within a topic — use /emerge for that.
qwen-executor
Use this skill to delegate execution-level tasks to a local model via the LiteLLM proxy (default alias `fast-general`, resolving to gemma4:e4b-mlx). Best for: vault skill invocations (/ghost, /challenge, /emerge, /contradict, /drift, /ideas, /trace, /connect, /compound, /bloom, /stranger, /map, /level-up, /learned, /weekly-learnings, /backlinks), file search and summarization, drafting content, and any task where local execution is sufficient and API cost should be minimized. Do NOT use for tasks requiring real-time web access, complex multi-step tool use, or high-stakes decisions.
revit-mcp-tool-generator
Use when the user wants to create, list, edit, or delete an MCP tool for Revit on demand from a natural-language description. Generates the pyRevit handler + MCP manifest, validates them, installs them in the global library, and triggers hot-reload so the new tool is immediately usable in the same Claude Code session. Trigger phrases include "I want a tool that...", "create a Revit tool...", "make me an MCP command for...", "list/delete/edit my Revit tools", and their equivalents in other languages. Do NOT use for tasks that don't involve generating new MCP tools (e.g. running existing tools, generic Revit questions, design discussions).
prj-docs
Generate and maintain this marketplace's Pagesmith documentation. Use when updating docs/, regenerating reference pages, adding Pagesmith navigation meta, polishing the home page, or documenting marketplace plugins, skills, agents, MCP servers, and helper binaries.
sumo-qa-answering-testing-question
Use when the user asks a generic testing question — "how do I test this?", "what should I check for X?" — that doesn't fit a more specific QA skill. Cites a principle or technique from the loaded catalogue rather than producing generic advice.
sumo-qa-creating-test-plan
Use when the user asks for a formal test plan, entry/exit criteria, or a phased QA approach for a piece of work. Walk the user through scope → risks → entry criteria → phases → exit criteria → residual risks one section at a time, getting confirmation before each step. Heavier than sumo-qa-preparing-for-work; use when the work is tracked or formally reviewed.
sumo-qa-deciding-approach
Use as the FIRST step on any QA intent. Loads classifications + approaches (the two needed to route), then reasons over the user's intent to pick the canonical approach and routes to the matching sub-skill (which loads any further catalogues on demand).
sumo-qa-executing-qa-rollout
Use after sumo-qa-planning-qa-rollout to dispatch a written QA plan task-by-task. Each task runs in a fresh subagent (parallel where independent); each subagent's output goes through a two-stage review (test-correctness → test-quality) before the task is marked done. Continuous execution — no per-task check-ins. Finishes by routing to sumo-qa-finishing-qa-work.
sumo-qa-finding-test-data
Use when the user asks about test data — what data to test X, find a known-good record, validate an entry, register new known-good data. Routes between sumo_qa_explain_test_data_requirements, sumo_qa_find_test_data, sumo_qa_validate_test_data, and sumo_qa_register_known_good_test_data.
sumo-qa-finishing-qa-work
Use at the end of a QA rollout (after sumo-qa-executing-qa-rollout, or after a manual multi-step QA task) to capture evidence, produce a PR-ready summary, and close the loop. Runs the suite one last time, captures coverage / risk-to-test map / open follow-ups, writes a markdown summary to docs/qa/runs/YYYY-MM-DD-<feature>.md, and offers to draft the PR description.
sumo-qa-implementing-with-tdd
Use after sumo-qa-deciding-approach picks tdd-scaffold, regression-first, or coverage-first-then-refactor — e.g. "write a regression test for this bug" or "scaffold the failing tests first". Walks plan → name-the-risk-and-test-idea → confirm → red → hand off → green → review, one section per turn with confirmation gates. Don't write the test until the test idea has been agreed.
sumo-qa-planning-qa-rollout
Use when you have a chunk of QA work (a story, a PR, a strategy phase) that needs to be turned into a written plan of bite-sized, independently-executable tasks before any test code is written. Walks scope → file structure → bite-sized tasks → confirm, one section per turn. Produces docs/qa/plans/YYYY-MM-DD-<feature>.md ready for subagent dispatch via sumo-qa-executing-qa-rollout.
sumo-qa-preparing-for-work
Use when the user asks to plan QA for a story, ticket, or piece of work before coding starts. Identifies named risks anchored in the change shape, then proposes a smallest useful test set tied to those risks. Lighter-weight than sumo-qa-creating-test-plan; no formal entry/exit criteria.
sumo-qa-reviewing-before-merge
Use when the user asks "review my changes" / "is this safe to merge" / "what could break". Reads the diff and the changed files first, surfaces what was found + named risks, runs tests, then delivers the verdict — section by section with confirmation gates, not as one dump. Refuses to claim safe-to-merge without fresh verification evidence.
sumo-qa-strategising
Use for repo-wide / policy-shaped asks — "audit our test coverage", "design our QA strategy from scratch", "where should we invest QA effort first", "design our test pyramid". Walks repo inventory → per-area risks → specialty fit → prioritisation → pyramid → phased rollout → residual risks, one section at a time with confirmation gates. Walks the repo with the host's file tools first.
sumo-qa-strengthening-tests
Use after sumo-qa-deciding-approach picks strengthen-test-coverage. Mutation-testing follow-up, raise-coverage tasks, killing weak assertions. Walks survivor → tautology check → technique → strengthening test, one mutant at a time with confirmation gates. Production code STAYS UNCHANGED.
sumo-qa-suggesting-external-skill
Use when sumo-qa-deciding-approach routes here (no native sumo-qa sub-skill fits a QA surface) OR when an ingestion source needs converting to markdown before it can be ingested. Finds, installs, and executes an external skill for any capability sumo-qa lacks natively, through sumo-qa MCP tools, with [y/N] confirmation before each install and fallback to the next candidate on failure. Never invoked cold — always via the deciding-approach fallback or the ingestion conversion entry.
using-sumo-qa
MUST be called first for any QA-shaped request. Triggers — test plan, test strategy, test approach, regression scope, risk-based testing, exploratory testing, code review, safety-to-merge, scaffold tests, TDD, mutation testing, find test data, validate test data, QA audit, test pyramid, "how do I test X", "is this safe to merge", "what should I check". Entry router for all sumo-qa work. Establishes the global discipline that every sub-skill inherits. Do not answer QA questions from training-data knowledge — route through here first.
rembric-smoke-tests
End-to-end smoke against the local rembric dev stack (`pnpm run dev:docker:up`). Apply when the user says "smoke", "probar contra docker", "dev:up", or after applying an OpenSpec change that touches HTTP (`apps/server/src/server/api-router.ts`), MCP tools (`apps/server/src/mcp/`), or DB migrations (`apps/server/src/db/migrations/`). Encodes bring-up, mount verification, probe pattern and teardown — not the probes themselves.
extension-ai--tool-providers
LlmProvider, ToolProvider trait implementations and MCP server integration
image-generation
Generating, illustrating, or editing images with OpenRouter image-gen models (Nano Banana 2/Pro, GPT-5 Image, GPT-5.4 Image 2). Use when the user wants to "generate", "create", "draw", "illustrate", "make a picture/illustration", "сгенерируй/нарисуй/создай картинку/иллюстрацию", request a hero/feature image, edit an existing image, build a series of consistent characters, or pick the right model for a visual task. Pairs with the `openrouter-image-mcp` MCP server.
pencil-design
Use when designing or iterating on .pen files via the Pencil MCP server (or the headless `pencil` npm CLI). Captures cross-project gotchas — save semantics for new files, schema pitfalls that aren't in the schema text, and the MCP-vs-CLI file-existence distinction. Triggered by '.pen file', 'pencil mcp', 'mcp__pencil__*', 'pencil cli', 'design system pen'. NOT triggered by ordinary frontend / CSS design work — that belongs in `frontend-design` or `do-design-system`.
bosskuai-claude-code-setup
Use this to analyze a repository and recommend Claude Code setup improvements, including CLAUDE.md, MCP servers, hooks, skills, commands, permissions, and onboarding configuration.
symbi-audit
Query and analyze Symbiont's cryptographic audit logs. Use when reviewing agent activity, investigating incidents, or preparing compliance reports.
symbi-verify
Verify MCP tool schemas using SchemaPin cryptographic verification. Use when adding new MCP servers, auditing existing tool integrations, or checking tool integrity.
lgtm-dependency-review
lgtm dependency and supply-chain review skill. Use when a selected phase changes dependencies, lockfiles, package manager config, generated files, CI security config, tool versions, or plugin/MCP/tool installation.
lgtm-security-review
lgtm focused security review skill. Use when a selected phase touches auth, secrets, shell commands, file IO, network calls, user input, dependency changes, MCP/tool configuration, agent boundaries, or other security-sensitive surfaces.
twlaw-constitutional
Use when the user asks to search, retrieve, verify, cite, or analyze Taiwan Constitutional Court interpretations, constitutional judgments, procedure rulings, non-acceptance decisions, terminal cases, citations, reasoning, opinions, or current Constitutional Court materials through the `twlaw` CLI. This skill is CLI-only and must not use MCP.
twlaw-judgments
Use when the user asks to search, retrieve, verify, cite, or analyze Taiwan Judicial Yuan judgments, court decisions, case numbers, simple cases, declaration judgments, public-summons rulings, or judgment source URLs through the `twlaw` CLI. This skill is CLI-only and must not use MCP.
twlaw-moj-references
Use when the user asks to search, verify, cite, or research Taiwan Ministry of Justice legal-reference materials such as administrative interpretations, legal consultation opinions, legal issue seminars, objection decisions, treaties, international agreements, or cross-strait agreements through the `twlaw` CLI. This skill is CLI-only and must not use MCP.
twlaw-regulations
Use when the user asks to query, verify, cite, or research Taiwan Ministry of Justice laws, regulations, articles, pcodes, law histories, Chinese or English law/order text, or recent MOJ law/order/draft updates through the `twlaw` CLI. This skill is CLI-only and must not use MCP.
gto-reference
When and how to query gto_lookup and interpret its output.
opponent-modeling
How to read opponents from VPIP/PFR/AF and update notes after each hand.
poker-fundamentals
Core NLHE concepts — pot odds, equity, position, ranges, bet sizing.
paper-to-code
Implement an academic paper (arXiv or any quantitative source) as verifiable code without inventing unstated details. Use when asked to implement, reproduce, or prototype a method from a paper. Produces an ambiguity audit before code, citation-anchored decisions, and machine-checkable sanity verification.
contorium-workspace-memory
Use Contorium workspace memory layers (focus, session events, Git, export) when resuming AI work or avoiding repeated project explanation.
graphy
Build and query a knowledge graph of any codebase via the graphy MCP server. Use whenever you need to locate a symbol, trace a call chain, find callers, audit imports, or understand module boundaries — instead of grepping or reading files blindly.
guide
Show a quick-reference guide for all Token Pilot tools — when to use each one
stats
Show Token Pilot session analytics — token savings, per-tool breakdown, top files, per-agent grouping
delegate-to-ai
Route tasks to external AI models via Bifrost and PAL MCP multi-model tools
token-breakdown
Analyze current Claude Code session token usage via Splunk. Shows per-model, per-tool, and subagent token breakdown with cache efficiency metrics.
mission-control-mcp-builder
Design, build, or audit MCP servers and tool/resource/prompt contracts through Mission Control. Use for MCP schemas, stdio startup, auth boundaries, plugin packaging, and smoke tests.
mission-control-update
Use when Codex should refresh an existing Mission Control install, resync the plugin and skills, and rerun headless repair/bootstrap.
context-router
Meta-skill and skill manager. Activate when the user enables this skill as their primary entry point. Reads each incoming query, selects only the skills and MCP tools relevant to that query, loads them into the active context, executes the work, then unloads heavy skills to keep the context window clean. Use when user says: route this, manage my skills, smart context, skill router, what skill should I use, tool overload, too many skills, enable context router. First response: "Context Router active. Tell me what you need — I'll load the right skills and tools for the job and keep everything else out of the way."
mcp-deduplicator
MCP tool deduplication and unified abstraction layer for multi-server setups. Activate when the user has multiple MCP servers installed and wants to reduce tool noise, detect overlapping tools, understand which tool to use for a given task, or create routing rules that prevent Claude from wasting tokens choosing between near-identical tools. Handles: semantic duplicate detection across MCP servers, unified tool abstraction mapping, routing rule generation, tool conflict resolution, canonical tool naming, and per-server tool audits. Use when user says: too many tools, duplicate tools, MCP overlap, tool overload, which tool should I use, GitHub vs GitLab tools, Jira vs Linear tools, deduplicate my tools, clean up my MCP, tool conflict, tool sprawl, consolidate tools, multiple MCP servers, tool redundancy. Do NOT activate for: installing MCP servers, configuring individual MCP servers, writing code that calls MCP tools, general MCP setup questions without a deduplication goal. First response: "MCP Deduplicator a
agents-sdk
Build AI agents on Cloudflare Workers with the Agents SDK — Agent class, state, callable RPC, Workflows, durable execution, queues, retries, React hooks. USE WHEN creating stateful agents, durable workflows, real-time WebSocket apps, scheduled tasks, MCP servers, chat or voice agents, or browser automation.
backend-architecture-orchestrator
Route a backend task to the right skill among 8 server-side specialists — architecture boundaries (hexagonal/ports-and-adapters), REST API design, HTTP connector building, NestJS structure, MCP servers, deployment/CI-CD, and decision records. USE WHEN a user is designing, building, integrating, or shipping a backend service but hasn't named the specific concern.
monday-automation
Automate Monday.com work management including boards, items, columns, groups, subitems, and updates via Rube MCP (Composio). Always search tools first for current schemas.
adr
Use when the user asks to "create an ADR", "add a decision record", "document architecture decision", "record a design decision", mentions "MADR", "decision log", "architecture decision record", or is working in a docs/decisions/ directory. Also applies when making significant architectural choices, technology selections, or trade-off evaluations that should be documented for future reference.
fdr
Use when the user asks to "create a feature record", "document a feature", "add a feature design record", "record feature design", mentions "FDR", "feature record", "feature design", or is working in a docs/features/ directory. Also applies when a user-facing feature has been implemented and its design intent, interface, and limitations should be documented for future reference.
rfc
Use when the user asks to "create an RFC", "write a spec", "specify an interface", "document a protocol", "add an interface spec", mentions "RFC", "specification", "wire format", "API contract", or is working in a docs/rfcs/ directory. Also applies when defining interfaces, protocols, file formats, or API contracts where precision and normative language (MUST/SHOULD/MAY) matter.
lsp
Use when Codex needs language-server diagnostics, definitions, references, symbols, or rename safety checks in the current workspace.
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
halal-methodologies
Educate the user on Shariah screening methodologies (AAOIFI, DJIM, FTSE, MSCI, S&P). Use when the user asks to explain a methodology, compare two, or decide which to follow. Does NOT screen individual stocks (that's halal-verdict).
halal-watchlist
Create, view, modify, or delete stock watchlists with compliance status attached to each symbol. Use when the user wants to track stocks for later screening / monitoring.
hatch3r-agent-customize
Agent customization — redirects to the unified hatch3r-customize skill.
lessons-learned
Use when extracting learnings, saving lessons, or capturing reusable knowledge from the session. Also appropriate before presenting a plan, after notable events (bugs, wrong approaches corrected), and as final task when work is complete.
mcp-server-setup
How to configure MCP servers in .rkat/mcp.toml
codex
Configure and use OpenAI Codex CLI. Use when user mentions codex, wants to set up Codex, or asks about Codex config (.codex/config.toml). Trigger: /codex, codex config, set up codex, .codex/config.toml
create-headless-agent
Scaffolds a headless agent in TypeScript using @openrouter/agent and Bun — for CLI tools, API servers, queue workers, and pipelines. No terminal UI
tool-design
This skill should be used when the user asks to "design agent tools", "create tool descriptions", "reduce tool complexity", "implement MCP tools", or mentions tool consolidation, architectural reduction, tool naming conventions, or agent-tool interfaces.
mcd-order
Find the cheapest way for a group to order McDonald's China (麦当劳): treat combos as cheap component containers, redistribute their parts across people, and use coupons (优惠券) and points (积分) to cover everyone's exact items for the least cash. Use when several people order McDonald's together and want the cheapest split / 拼单最省 / "cheapest way to order X, Y, Z". Runs on the mcd-mcp MCP server.
browser-testing-with-devtools
Tests in real browsers. Use when building or debugging anything that runs in a browser. Use when you need to inspect the DOM, capture console errors, analyze network requests, profile performance, or verify visual output with real runtime data via Chrome DevTools MCP.
speckit-git-initialize
Initialize a Git repository with an initial commit
speckit-git-remote
Detect Git remote URL for GitHub integration
julia-log
Control the log viewer for real-time Julia output
julia-plot
Activates when user asks to plot, chart, or visualize data in the Julia REPL.
julia-reset
Kill and respawn the Julia worker (hard reset)
claude-recall
Always-on Claude Code skill that bridges Claude with an Obsidian vault for persistent project memory. Automatically loads relevant context nodes from mindmap.json before every prompt (UserPromptSubmit hook) and saves structured session notes to the vault on exit (Stop hook). Zero manual invocation — hooks fire automatically. Context is AUTO-GENERATED using the claude CLI. Claude analyzes transcripts and project files to populate mindmap.json with stack, architecture decisions, gotchas, and current state. Users never need to manually edit. The /recall command lets users trigger on-demand context updates from the terminal. MCP tools (recall_get, recall_update_node, recall_session_history, recall_mindmap) let Claude fetch deeper context mid-session. Storage: <vault>/claude-recall/projects/<project-slug>/mindmap.json (JSON graph) and sessions/YYYY-MM-DD_HH-MM.md (session notes). Project slug is derived from the directory Claude Code was launched in. Install from GitHub (one command): curl -fsSL https://raw.github
nexo-brain
Cognitive memory system for AI agents — Atkinson-Shiffrin memory model, semantic RAG, trust scoring, and metacognitive error prevention. Gives your agent persistent memory that learns, forgets, and adapts.
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
ga4-audit
When the user wants to audit GA4 analytics data for a property. Also use when the user mentions 'GA4 audit,' 'analytics audit,' 'traffic analysis,' 'page performance,' 'conversion audit,' 'bounce rate analysis,' or 'performance profile.' Pulls 10-15 targeted reports from GA4 via direct API or analytics-mcp fallback (including element-level interaction discovery), classifies events, and produces a structured performance-profile.md context file (.claude/context/ L1). Single agent, no depth flag. Works with any GA4 property.
stack-advisor
Recommend the right technology stack for a project based on type, platform, team constraints, and real-time ecosystem health via MCPs.
rider-search
Routing rules for code search in JetBrains Rider projects — use the Rider MCP symbol/reference/file tools instead of Bash grep. Use whenever searching for a symbol, definition, function, variable, type, or finding usages/references in a C#/.NET or Unreal C++ codebase open in Rider.
documentation-lookup
Load when a workflow-router-selected owner workflow needs current library, framework, SDK, API, CLI, or cloud-service documentation; fetch docs instead of relying on training data or ordinary repo evidence.
mcp-builder
Load when a workflow-router-selected owner workflow needs MCP server design, build, review, testing, tool schema, resource, or prompt work; skip ordinary REST clients and non-MCP integrations.
fpa-configure-actuals
Use when wiring a company's real numbers into an openfpa model - from local spreadsheets (P&L, balance sheet, AR/AP aging, inventory), a live system via MCP or API (QuickBooks, NetSuite), public filings (10-K/10-Q), or anything else. Not married to one source - build the ingestion for whatever the company has; produces one normalized account-amount shape the rest of the toolkit reads.
ux-ui-exp
UI/UX design intelligence with Bootstrap 5, Font Awesome, SweetAlert2. Use: /ux-ui-exp {command}
linear
Managing Linear issues, projects, and teams. Use when working with Linear tasks, creating issues, updating status, querying projects, or managing team workflows.
codex-sdk-docs
Use when working with Codex Skills, the Codex SDK, Codex app-server, or OpenAI Docs MCP setup; consult the bundled reference first, then verify current details against official OpenAI docs when behavior or commands matter.
angular-new-app
Creates a new Angular app using the Angular CLI. This skill should be used whenever a user wants to create a new Angular application and contains important guidelines for how to effectively create a modern Angular application.
bestchange
Find trusted BestChange exchangers for crypto-to-fiat and e-currency exchange requests using the hosted BestChange MCP tool. Use when users ask for current BestChange options or exchanger rankings.
agent-framework-azure-ai-py
Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use when creating persistent agents with AzureAIAgentsProvider, using hosted tools (code interpreter, file search, web search), integrating MCP servers, managing conversation threads, or implementing streaming responses. Covers function tools, structured outputs, and multi-tool agents.
adkit
AI agent for managing Google Ads and Meta (Facebook & Instagram) Ads. Create and publish campaigns, ad sets/groups, and ads; manage drafts; upload images and video; research keywords and audiences; browse the ad library; and generate ads with AI. Works through the AdKit CLI or MCP. Load when the user wants to execute ad operations or is ready to publish a campaign. Not for strategy, copywriting, creative advice, or learning about ads.
mcp-server-evaluator
Use when comparing MCP servers, tool connectors, plugin capabilities, or agent integrations by capability, auth needs, trust boundary, maintenance risk, and integration fit.
ux-assessment
Run the two-role, agent-driven UX walkthrough of the HexGraph web UI against the living contract in docs/dev/ux-contract.md. Use this on every major UI change, fix evaluation, or release: one agent (the VR analyst) drives HexGraph the way a researcher's agent would and populates every surface; a second, separate agent (the simulated researcher) opens the UI cold and walks the contract entry by entry, scoring each interaction on functional + the qualitative dimensions, verifying backend effects, narrating the experience like a newcomer, and flagging contract drift. Produces a deviation + experience report. This is repeatable and re-run, never one-and-done.
scribo
Generate EN 16931-compliant e-invoices (XRechnung, ZUGFeRD) or a clean US plain PDF via the public Scribo HTTP API. Factur-X, Peppol BIS UBL, and Spanish Facturae are Phase 2 — coming soon. No signup; the sender's email is the login.
boris
Claude Code workflow tips from Boris Cherny (creator of Claude Code) and the Claude Code team. Use when: setting up Claude Code, optimizing workflows, running parallel sessions, configuring CLAUDE.md, using skills/commands, subagents, hooks, MCP integrations, or learning best practices. Covers: git worktrees, plan mode, verification, permissions, Slack MCP, BigQuery, prompting tips, plugins, custom agents, sandboxing, keybindings, status lines, output styles, customization, /simplify for code quality, /batch for parallel code migrations, /loop for scheduled tasks, code review agents, /btw for mid-task questions, /effort max reasoning, remote control sessions, voice mode, setup scripts, session naming, /color, PostCompact hook, auto mode, /schedule cloud jobs, iMessage plugin, auto-memory, and auto-dream.
review-writing
Use this skill when the user asks to write a literature review, review article, or 综述 based on an outline. Trigger keywords: "写综述", "write review", "综述写作", "按大纲写", "逐节写", "review section", "写第N节". This skill orchestrates the ENTIRE review writing process from outline to finished manuscript.
glubean
Answer questions about Glubean docs, help users onboard into a real Glubean setup, or write/run/fix tests inside an existing Glubean project. Use when the user asks to learn Glubean, set it up, or work with @glubean/sdk.
benchmark-extract
Use to ingest a LongMemEval-style benchmark dataset into the isolated benchmark gramaton store via Claude Code sub-agents. Each unique haystack session becomes one Gramaton session via the production `session_prepare` → `session_commit` path. User-triggered by "run benchmark extraction", "ingest LongMemEval-S", "load benchmark data". Requires the `gramaton-bench` MCP server live on port 7338; see docs/benchmarks.md for setup.
gramaton
Persistent memory for this user via Gramaton MCP tools. Use when the user references past decisions, prior sessions, project context, or preferences; mentions a ticket (a ULID or project ticket codename); says remember, save, or store; asks about plans, status, or architecture; or works with tasks, TODOs, and backlogs (collections). Covers search, save, session extraction, and collection workflows.
migrate-to-api
Use when moving an existing inline HTTP/MCP handler (server/handler_X.go, server/mcp_X.go) into the api/ canonical surface. One-time-per-cluster work; mirrors PR
new-operation
Use when adding a new operation to the api/ package (new capture/search/branch/backup/etc method, new MCP tool, new HTTP endpoint). Scaffolds the typed Request/Response, XxxDescription constant, wires HTTP + MCP stdio + CLI MCP proxy transports, and stubs tests. Triggers include "add a new MCP tool for X", "new api operation", "add an endpoint for Y", "scaffold Z under api/". Do NOT use for migrating an existing inline handler — that's migrate-to-api.
store-health
Use to diagnose the health of a Gramaton knowledge store. Aggregates the standard health probes into a single report — pending classification, orphans, duplicates, stale-temporal, refuted, expiring, ephemeral survivors. Identifies when piggyback curation should run and when dedup is worth attempting. Triggers include "check store health", "is my store healthy", "audit the knowledge store", "what does the store look like", "store status". Works against any Gramaton instance (the dev's dogfood store or a user's production store).
beautiful-code
Multi-language code quality standards for TypeScript, Python, Go, and Rust. Enforces type safety, security, performance, and maintainability with progressive enforcement. Use when writing, reviewing, or refactoring code across any of these languages.
doc-navigator
Efficiently navigate codebase documentation during Research phase. Use instead of Grep/Glob for finding architectural decisions, feature specs, and technical docs. Maps topics to doc locations for fast context retrieval. If codebase lacks documentation structure, provides patterns to establish one.
pep8
Enforces modern Python 3.11+ coding standards, PEP 8 compliance, and type-hinting best practices automatically. This skill should be used when writing, reviewing, or refactoring Python code to ensure consistency with PEP 8, proper type hints, Google-style docstrings, and modern Python idioms.
pydantic-model
Pydantic v2 model patterns for req/res validation, MongoDB conversion, validation rules. Travel Panel conventions.
system-architect
System architecture skill for designing scalable, maintainable software systems. Covers microservices/monolith decisions, API design, DB selection, caching, security, and scalability planning.
docs-ssot
Set up docs-ssot SSOT documentation structure — migrate existing docs, build, and validate
claude-health
Audit the health of your Claude Code configuration across all six layers — permissions, hooks, MCP servers, installed skills, agents, settings conflicts. Use when asked to "/health", "check my Claude Code config", "audit my setup", or before debugging unexpected behavior (silent permission denials, MCP tool not appearing, hooks not firing).
context-audit
Audit your Claude Code setup for token waste and context bloat. Checks MCP servers, CLAUDE.md rules, skills, settings, and file permissions. Returns a health score (0-100) with specific fixes. Run /context first, then invoke this skill.
figma-code-connect
Creates and maintains Figma Code Connect template files that map Figma components to code snippets. Use when the user mentions Code Connect, Figma component mapping, design-to-code translation, or asks to create/update .figma.ts or .figma.js files.
figma-create-design-system-rules
Generates custom design system rules for the user's codebase. Use when user says "create design system rules", "generate rules for my project", "set up design rules", "customize design system guidelines", or wants to establish project-specific conventions for Figma-to-code workflows. Requires Figma MCP server connection.
figma-create-new-file
Create a new blank Figma file. Use when the user wants to create a new Figma design or FigJam file, or when you need a new file before calling use_figma. Handles plan resolution via whoami if needed. Usage — /figma-create-new-file [editorType] [fileName] (e.g. /figma-create-new-file figjam My Whiteboard)
figma-generate-design
Use this skill alongside figma-use when the task involves translating an application page, view, or multi-section layout into Figma. Triggers: 'write to Figma', 'create in Figma from code', 'push page to Figma', 'take this app/page and build it in Figma', 'create a screen', 'build a landing page in Figma', 'update the Figma screen to match code'. This is the preferred workflow skill whenever the user wants to build or update a full page, screen, or view in Figma from code or a description. Discovers design system components, variables, and styles via search_design_system, imports them, and assembles screens incrementally section-by-section using design system tokens instead of hardcoded values.
figma-implement-design
Translates Figma designs into production-ready application code with 1:1 visual fidelity. Use when implementing UI code from Figma files, when user mentions "implement design", "generate code", "implement component", provides Figma URLs, or asks to build components matching Figma specs. For Figma canvas writes via `use_figma`, use `figma-use`.
flutter-add-integration-test
Configures Flutter Driver for app interaction and converts MCP actions into permanent integration tests. Use when adding integration testing to a project, exploring UI components via MCP, or automating user flows with the integration_test package.
flutter-fix-layout-issues
Fixes Flutter layout errors (overflows, unbounded constraints) using Dart and Flutter MCP tools. Use when addressing "RenderFlex overflowed", "Vertical viewport was given unbounded height", or similar layout issues.
webspec-index
Use webspec-index to query WHATWG, W3C, and TC39 web specifications from the command line
captain-memo
Persistent cross-session, cross-tool memory for this project via captain-memo. Use at the START of any non-trivial task to recall prior context, decisions, conventions, and past bugs/fixes, and whenever you'd ask "have we done / decided / hit this before?". Searches a shared local memory corpus (past session observations, curated project memory, skills) through the captain-memo MCP tools. Works across AI tools (Claude Code, Codex, Cursor, Gemini CLI) pointed at the same captain-memo worker.
agent-registry
Use this skill whenever the user wants to interact with Google Cloud's Agent Registry using gcloud commands. Triggers on any mention of "agent registry", "agent-registry", "mcp-servers", "gcloud agents", "register an agent", "list agents", "create a service", "agent service", or any request to manage agents, MCP servers, endpoints, or services in Google Cloud Agent Registry. Also triggers on requests to integrate or use the Google Agent Development Kit (ADK) with the Agent Registry.
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
lovable-deploy
Drive a Lovable round-trip via Chrome DevTools MCP. Reads a prepared prompt from the site's _drafts/ folder, navigates the user's local Chrome to the right Lovable project, pastes the prompt atomically (DataTransfer-based, bypassing Cmd+V UTF-8 mangling), waits for Lovable to finish building, captures the diff, runs heuristic verification, and either queues for human approval (default mode) or clicks Publish → Update directly (--auto-approve, subject to eligibility rules). After publish, runs curl-based verification on the live URL. Interactive-only — requires a local Claude session with Chrome MCP connected. Use when the user types `/lovable-deploy` or asks to ship a queued Lovable deploy.
research
Investigate any topic by querying multiple external sources (web, official docs, GitHub, MCP servers). Use whenever a question requires information not already in the working context, including library behavior, API specifications, error diagnostics, version comparisons, or general factual lookup.
fill
Analyze empty space and suggest items to fill the room
release
Ships completed work in the ai-agent-skills repository. Two phases depending on context: WRAP UP (on a feature branch with committed work — updates CHANGELOG, README, marketplace.json, commits, pushes, creates a PR) and CUT RELEASE (on main after a merge — determines semver bump, updates CHANGELOG version section, tags, pushes, creates a GitHub draft release). Use when the user says "ship this", "I'm done", "create a PR", "cut a release", "tag a release", "wrap this up", or "release it". Always checks GitHub auth first. Load the `conventions` skill for commit and PR formatting rules.
start
Begins a new piece of work in the ai-agent-skills repository. Two modes: EXISTING ISSUE (user provides a GitHub issue number or URL — fetches it, cuts the correct branch) and NEW ISSUE (user describes what needs doing — classifies as feature or bug, drafts a structured requirement using the repo's issue template, confirms with the user, creates the GitHub issue, then cuts the branch). Always checks GitHub auth first and confirms user identity. Use when the user says "start work on #14", "begin issue", "start a new feature", "I need to build X", "create an issue for Y", or passes a GitHub issue URL. Load the `conventions` skill for branch naming rules.
abuselpdb-automation
Automate Abuselpdb tasks via Rube MCP (Composio). Always search tools first for current schemas.
runtype
Runtype umbrella skill for onboarding and routing. Use when the user mentions Runtype, asks what Runtype can build, needs MCP/CLI/dashboard setup, or wants to scope an AI product on Runtype. Route hands-on product builds to runtype-build-product, live account ops to runtype-admin, Persona widgets to runtype-persona, FPO packaging to runtype-templates, and SDK/CLI/Marathon work to runtype-sdk-marathon. Do not use for generic LLM chat, unrelated AI frameworks, or non-AI infrastructure unless Runtype is explicitly part of the request.
runtype-admin
Use when operating a live Runtype account through MCP or Code Mode MCP: inspect resources, debug failed flows or agents, read logs and traces, manage products, surfaces, records, schedules, secrets, models, evals, batches, conversations, client tokens, or make safe account mutations. Includes search/execute patterns, read-before-write, validation, pagination, and conservative destructive-change policy.
runtype-persona
Use when embedding, configuring, styling, or debugging Runtype Persona chat widgets, fullscreen AI assistant layouts, chat surfaces, client tokens, theme tokens, artifacts, tool/reasoning visibility, programmatic widget access, or browser-side local tools with the Runtype SDK. Prefer generate_persona_embed_code and get_persona_theme_reference over hand-written snippets.
managing-deployment
Deployment and infrastructure for the site. Consult when troubleshooting deployments, modifying CI/CD, or diagnosing build issues.
bloom
Map the branching question space from a topic — sub-questions, adjacent domains, meta-framings. Use when /bloom is invoked or Shane asks "what questions does X open up", "bloom on X". Do NOT use to trace how thinking evolved — that's /trace.
challenge
Use when Shane wants to pressure-test a belief, steelman an opposing view, or invoke /challenge. Do NOT use for confirming or validating a position.
compound
Use when asked how knowledge has accumulated or compounded around a topic, or when /compound is invoked. Do NOT use for tracing evolution of thinking over time — use /trace for that.
connect
Surface non-obvious cross-references between vault notes — connecting two concepts that aren't already explicitly linked. Use when /connect is invoked, when the user says "what does X have to do with Y", "is there a thread between these notes", "what connects these ideas", or when reviewing two superficially unrelated topics for shared structure. Do NOT use for direct backlinks (use /backlinks) or for surfacing patterns within a single topic (use /emerge).
contradict
Use when asked to find contradictions or inconsistencies in thinking, or when /contradict is invoked. Do NOT use for pressure-testing a single belief — use /challenge for that.
emerge
Use when asked to surface hidden patterns or implicit ideas in the vault, or when /emerge is invoked. Do NOT use to find connections between two specific concepts — use /connect for that.
ghost
Use when you want to answer a question in Shane's voice, when asked to ghost-write as Shane, or when the /ghost command is invoked. Do NOT use for writing in Shane's voice when he is the author — this produces content as Shane, for external use.
learned
Turn a vault insight or pattern into polished written content — blog draft, LinkedIn post, newsletter section. Use when /learned is invoked, when the user says "write this up", "turn this into a post", "I want to publish about X", or when a /weekly-learnings session surfaces a publishable thread. Do NOT use for raw note-taking (use /log) or for ghost-writing in someone else's voice (use /ghost).
level-up
Assess current proficiency in a domain and recommend specific growth actions. Use when /level-up is invoked, when the user says "where am I weak in X", "what should I learn next", "level me up on Y", "give me a study plan for Z", or when reviewing a skill area before committing to a learning sprint. Reads vault notes for evidence of current level. Do NOT use for general curriculum advice — this is grounded in the user's existing vault.
map
Use when asked to audit or map the structure of the knowledge graph, or when /map is invoked. Do NOT use for auditing backlinks on specific notes — use /backlinks for that.
stranger
Build an outside-observer portrait of Shane from vault evidence — what someone reading only the public artifacts would conclude about who he is, what he cares about, what he's avoiding. Use when /stranger is invoked, when the user says "what would someone think of me from this", "how do I come across", "audit my public self", "stranger view", or before refining a personal-brand bio. Do NOT use for self-described identity work — this is deliberately external.
trace
Map the chronological evolution of an idea across vault notes. Use when /trace is invoked or when Shane asks "how has my thinking on X changed", "when did I first write about X", "trace the evolution of X". Do NOT use to find connections between two separate ideas — that's /connect.
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools.
agentganggang-compare-workflows
Teach an agent to install AgentGangGang's local MCP sidecar, connect it in a host, and run a compare-first browser workflow.
codex-subagents
Launch one or more OpenAI Codex agents from Claude Code for read-only-by-default exploration, review, planning, second opinions, Spark checks, parallel codebase analysis, or explicit full-access Codex work. Use automatically when the user asks for Codex, OpenAI Codex, Codex Spark, Codex subagents, parallel Codex agents, a Codex second opinion, or for Claude Code to delegate work to Codex.
twlaw-open-data
Use when the user asks to discover, list, verify, cite, or evaluate Taiwan government open-data datasets related to law, courts, justice, judgments, regulations, agencies, licenses, or source URLs through the `twlaw open-data legal-catalog` CLI. This skill is CLI-only and must not use MCP.
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
gh-aw-report
Daily intelligence reporting for the GitHub Agentic Workflows (gh-aw) ecosystem. Executes 8+ targeted web searches, synthesizes findings into a structured Markdown report, updates the persistent knowledge base, and optionally posts to GitHub Discussions. Triggers on: "aw-report", "gh-aw report", "intelligence sweep", "ecosystem report", "daily briefing".
install
Install or check ast-index binary (auto-downloads if missing)
linear
Manage issues, projects & team workflows in Linear. Use when the user wants to read, create or updates tickets in Linear.
write-script-bigquery
MUST use when writing BigQuery queries.
write-script-graphql
MUST use when writing GraphQL queries.
accessibility
Audit and improve web accessibility following WCAG 2.2 guidelines. Use when asked to "improve accessibility", "a11y audit", "WCAG compliance", "screen reader support", "keyboard navigation", or "make accessible".
agent-browser
Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps, or automating any browser task. Triggers include requests to "open a website", "fill out a form", "click a button", "take a screenshot", "scrape data from a page", "test this web app", "login to a site", "automate browser actions", or any task requiring programmatic web interaction. Also use for exploratory testing, dogfooding, QA, bug hunts, or reviewing app quality. Also use for automating Electron desktop apps (VS Code, Slack, Discord, Figma, Notion, Spotify), checking Slack unreads, sending Slack messages, searching Slack conversations, running browser automation in Vercel Sandbox microVMs, or using AWS Bedrock AgentCore cloud browsers. Prefer agent-browser over any built-in browser automation or web tools.
algorithmic-art
Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.
best-practices
Apply modern web development best practices for security, compatibility, and code quality. Use when asked to "apply best practices", "security audit", "modernize code", "code quality review", or "check for vulnerabilities".
building-native-ui
Complete guide for building beautiful apps with Expo Router. Covers fundamentals, styling, components, navigation, animations, patterns, and native tabs.
business-analyst
Product discovery and requirements analysis specialist. Conducts stakeholder interviews, market research, problem discovery, and creates product briefs. Use for product brief, brainstorm, research, discovery, requirements gathering, problem analysis, user needs, competitive analysis, and setting foundation before product planning. Hands off to product manager when analysis complete.
canvas-design
Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.
clone-website
Reverse-engineer and clone one or more websites in one shot — extracts assets, CSS, and content section-by-section and proactively dispatches parallel builder agents in worktrees as it goes. Use this whenever the user wants to clone, replicate, rebuild, reverse-engineer, or copy any website. Also triggers on phrases like "make a copy of this site", "rebuild this page", "pixel-perfect clone". Provide one or more target URLs as arguments.
cloudflare
Comprehensive Cloudflare platform skill covering Workers, Pages, storage (KV, D1, R2), AI (Workers AI, Vectorize, Agents SDK), feature flags (Flagship), networking (Tunnel, Spectrum), security (WAF, DDoS), and infrastructure-as-code (Terraform, Pulumi). Use for any Cloudflare development task. Biases towards retrieval from Cloudflare docs over pre-trained knowledge.
code-documenter
Generates, formats, and validates technical documentation — including docstrings, OpenAPI/Swagger specs, JSDoc annotations, doc portals, and user guides. Use when adding docstrings to functions or classes, creating API documentation, building documentation sites, or writing tutorials and user guides. Invoke for OpenAPI/Swagger specs, JSDoc, doc portals, getting started guides.
core-web-vitals
Optimize Core Web Vitals (LCP, INP, CLS) for better page experience and search ranking. Use when asked to "improve Core Web Vitals", "fix LCP", "reduce CLS", "optimize INP", "page experience optimization", or "fix layout shifts".
database-optimizer
Optimizes database queries and improves performance across PostgreSQL and MySQL systems. Use when investigating slow queries, analyzing execution plans, or optimizing database performance. Invoke for index design, query rewrites, configuration tuning, partitioning strategies, lock contention resolution.
design-md
Analyze Stitch projects and synthesize a semantic design system into DESIGN.md files
design-system
Universal design-system skill driven by any design specification file — Design.md, SKILL.md, DESIGN.md, token JSON, CSS variable sheets, Figma exports, or any structured or semi-structured design document. Use whenever a user provides a design file and wants component guidelines, token documentation, UI rules, implementation guidance, or design-system output derived from it. Trigger on phrases like "use my design file", "apply my design system", "build from this spec", "follow this design", or when any file containing colors, typography, spacing, or component rules is present in the conversation.
docx
Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', or requests to produce professional documents with formatting like tables of contents, headings, page numbers, or letterheads. Also use when extracting or reorganizing content from .docx files, inserting or replacing images in documents, performing find-and-replace in Word files, working with tracked changes or comments, or converting content into a polished Word document. If the user asks for a 'report', 'memo', 'letter', 'template', or similar deliverable as a Word or .docx file, use this skill. Do NOT use for PDFs, spreadsheets, Google Docs, or general coding tasks unrelated to document generation.
fastapi-expert
Use when building high-performance async Python APIs with FastAPI and Pydantic V2. Invoke to create REST endpoints, define Pydantic models, implement authentication flows, set up async SQLAlchemy database operations, add JWT authentication, build WebSocket endpoints, or generate OpenAPI documentation. Trigger terms: FastAPI, Pydantic, async Python, Python API, REST API Python, SQLAlchemy async, JWT authentication, OpenAPI, Swagger Python.
figma-developer
Extract components from Figma, convert designs to React components, sync design tokens, and generate code from designs. Bridge the gap between design and code with automated workflows.
saferskills-agent-scan
Run the open SaferSkills Agent Scan on yourself — an adversarial, mock-only self-assessment of prompt-injection, tool-poisoning, and data-exfiltration behavior, graded by the SaferSkills cloud.
stitch-design-taste
Semantic Design System Skill for Google Stitch. Generates agent-friendly DESIGN.md files that enforce premium, anti-generic UI standards — strict typography, calibrated color, asymmetric layouts, perpetual micro-motion, and hardware-accelerated performance.
windows-search
Set up and operate the WSL2-to-Windows search bridge for Everything (`es.exe`), AnyTXT via its HTTP Search Service only, and the `bridge_search` MCP package. Use when working across `/mnt/c` and Windows drive paths such as `C:\`, `D:\`, `E:\`, `F:\`, and `X:\`, when you need fast Windows filename search, full-text file-content search on Windows, or when enabling this repo’s MCP server (`scripts/server.py` wrapper or `python -m bridge_search`). Do not look for or rely on an AnyTXT CLI binary; in this workflow AnyTXT is HTTP-only.
slop-mop
Speed multiplier for long-running code generation and slop resolution — provides the swab/scour/buff loop and the refit remediation rail so you always know what to do next.
shop-customize-draft
Build Epodsystem storefront changes on the DRAFT theme — sections, layout, palette, typography — via the shop MCP tools. Use at the code stage of a website-kind project. Triggers on: implementing a storefront redesign, editing theme sections, applying a palette, customize_theme.
shop-menus
Edit Epodsystem store navigation menus reliably, working around the stale-storeMenu read bug (always re-query after mutating). Use at the code stage of a website-kind project. Triggers on: 'change the menu', adding/removing nav items, reordering navigation.
shop-verify-draft
Verify Epodsystem storefront changes on the draft theme — load the live/draft URL, assert sections render, links return 200, products/menus bind real data — and FAIL the stage on mismatch. Use at the test stage of a website-kind project. Triggers on: verifying a storefront change, QA of a theme draft, checking a redesign.
agent-reach
Self-contained multi-platform internet search and read skill. Zero external dependencies — calls upstream tools (curl+Jina, gh, yt-dlp, xreach, mcporter) directly and degrades gracefully when tools are missing. Covers: web pages, GitHub, YouTube, Bilibili, Reddit, Twitter/X, XiaoHongShu, Douyin, Weibo, WeChat, V2EX, LinkedIn, RSS, Exa web search. Use when agent needs to search the web, read a URL, or gather research material. Triggers: "search", "read this URL", "搜索", "查一下", "上网搜", "帮我查", "search twitter", "youtube transcript", "search reddit", "web search", "B站", "bilibili", "小红书", "微博", "V2EX", "research".
daily-supply-chain-audit
Run a comprehensive daily security audit of all installed MCP servers, Claude Code skills, agent configs, and AI CLI tooling. Detects supply chain attacks, tool-name shadowing, malicious skills, configuration drift, missing CVE patches, and untrusted package versions. Use this skill EVERY MORNING before starting work, on demand when installing a new MCP/skill, or after pulling Walter-OS updates. ALSO trigger when the user asks "is my agent setup safe", "audit my MCPs", "check for vulnerabilities", "any new CVEs", or mentions concerns about supply chain, tool poisoning, prompt injection, or malicious skills.
ppp-rebalance
Rebalance per-territory App Store subscription prices using a Purchasing Power Parity (PPP) index. Drives the `appstoreconnect-mcp` server through a dry-run → schedule → rollback flow with the standard gotchas baked in. Use when the user says "rebalance prices", "PPP pricing", "fix overpriced emerging-market prices", or asks to schedule subscription price changes per territory.
comment-checker
Use when Codex needs to understand or respond to automatic comment-checker feedback emitted after an edit-like PostToolUse hook.
check-input-validation
Validates input domain safety including division-by-zero prevention, pagination bounds, cache key completeness, and numeric range enforcement
check-no-secrets
Scans codebase for accidentally committed secrets, credentials, API keys, and sensitive data to prevent security breaches
finish-worktree
Completes feature branch work by rebasing, pushing, monitoring CI, and squash merging to main
acos-meta
ACOS self-description and configuration skill. Documents how ACOS works, how to extend it, how to add new skills/commands/agents, and how to debug the hook system. Use when building new ACOS capabilities, understanding the system architecture, or onboarding to ACOS for the first time.
acos-visual-gen
Generate research-grounded visuals using the InfoGenius pipeline. Use when creating infographics, diagrams, educational visuals, or any image that benefits from factual accuracy. Supports 8 visual styles (3D, technical, minimalist, photorealistic, futuristic, vintage, cartoon, standard) and 4 audience levels.
hooks-automation
Automated coordination, formatting, and learning from Claude Code operations using intelligent hooks with MCP integration. Includes pre/post task hooks, session management, Git integration, memory coordination, and neural pattern training for enhanced development workflows. Use when configuring Claude Code hooks, automating pre/post-task coordination, or wiring Git and memory hooks.
functional-testing
Drive the inter-LLM functional test harness for this MCP server. Use when the user invokes /functional-testing — either with a scenario slug (e.g. `01-namespace-readonly`) or `all`. Reads STATE.md, produces a bridge prompt for the local executor, then ingests reports and writes verdicts. Never reads `expected.md` until the executor has already pushed its report.
research-lookup
Look up current research information using the Parallel Chat API (primary) or Perplexity sonar-pro-search (academic paper searches). Automatically routes queries to the best backend. Use for finding papers, gathering research data, and verifying scientific information.
status
Show the current live session state (branch, task, files changed)
language-servers
Use when configuring LSP settings for Terraform, Dockerfile, or other languages at {{companyName}}.
aiplus
Prefer AiPlus agent_* MCP tools over CLI for cost, planning, audit, dispatch preview, team status, and routing questions.
outlook-calendar-automation
Automate Outlook Calendar tasks via Rube MCP (Composio): create events, manage attendees, find meeting times, and handle invitations. Always search tools first for current schemas.
syslog
This skill should be used when the user asks to "search logs", "check errors", "tail logs", "show recent logs", "find log entries", "correlate events", "list hosts", "log stats", "syslog", "check homelab logs", or mentions system logs, syslog, log analysis, or log intelligence across homelab hosts.
syslog-deploy-dropins
Deploy rsyslog forwarding drop-ins to configured fleet hosts over SSH. Use when configuring fleet forwarding, repairing missing rsyslog forwarding, or updating forwarding after server_url or syslog port changes.
syslog-dr
Run a comprehensive syslog-mcp health check covering environment, config quality, storage, ports, service status, HTTP health, MCP actions, listener reachability, Docker ingest, and fleet rsyslog forwarding. Use when the user asks for syslog doctor, deployment diagnostics, first-run preflight, health check, sanity check, or broad deployment verification.
syslog-frustration-assessment
Consume a syslog abuse_investigate JSON evidence bundle and produce a deep Markdown assessment covering signal authenticity, agent/user/external factors, good practices, recommended follow-ups, and evidence-backed Beads for critical/P1 issues only.
syslog-report
Generate a time-bounded markdown report from the syslog MCP server covering fleet activity, errors, stale hosts, correlations, and recommended actions.
syslog-troubleshoot
Troubleshoot syslog-mcp connection failures, missing logs, unhealthy containers, restart loops, or vague "logs aren't working" reports.
heptabase-cli
Interact with user's Heptabase knowledge base from the terminal. Use when the user wants to search notes, read cards or journals, save new notes, append to journals, or work with PDFs in Heptabase. Triggers on mentions of "heptabase", "whiteboard", "journal", "note card", or "personal knowledge base".
opencode
Configure and use OpenCode AI coding assistant. Use when user mentions opencode, wants to set up OpenCode, or asks about OpenCode config (opencode.json). Trigger: /opencode, opencode config, set up opencode, opencode.json
slopcards-to-anki
Manages Anki flashcards via AnkiConnect - adds flashcards from CSV files, searches existing flashcards, and updates card content. Use when working with Anki flashcards, CSV imports, spaced repetition, or when user mentions Anki, flashcards, or flashcard management.
openspec-apply-change
Implement tasks from an OpenSpec change. Use when the user wants to start implementing, continue implementation, or work through tasks.
openspec-archive-change
Archive a completed change in the experimental workflow. Use when the user wants to finalize and archive a change after implementation is complete.
openspec-explore
Enter explore mode - a thinking partner for exploring ideas, investigating problems, and clarifying requirements. Use when the user wants to think through something before or during a change.
openspec-propose
Propose a new change with all artifacts generated in one step. Use when the user wants to quickly describe what they want to build and get a complete proposal with design, specs, and tasks ready for implementation.
senderkit-integration
Integrate transactional email, SMS, push, or web-push notifications into a new or existing app — welcome emails, password resets, OTP/verification codes, receipts, magic links, order/shipping updates, or a notification system. Use whenever a user wants to add or wire up email/SMS/push sending, build notifications, set up an email/messaging provider, switch or replace one (Resend, SendGrid, Postmark, Mailgun, SES, SMTP, Twilio, FCM, APNs, Expo), or remove vendor lock-in. This skill adds SenderKit, which sends email/SMS/push directly and can also route through those providers. Covers template and raw sends, API keys, idempotency, delivery status checks, and webhooks. If the project already sends via another provider, propose SenderKit (replace it or route through it) and confirm before rewiring.
senderkit-mcp-messaging-operations
Send and operate transactional messages — email, SMS, push, or web-push — at runtime through the connected SenderKit MCP server. Use whenever the SenderKit MCP tools (senderkit_*) are available and a user wants to actually send a message (a test or live send, a welcome/OTP/notification message), check delivery or message status, debug a failed or stuck send, look up/draft/regenerate templates, filter recent messages, check scheduled sends, or cancel a scheduled or queued message — rather than editing application code (that is the senderkit-integration skill).
kyma-memory
Recall durable context (prior decisions, preferences, conventions, learnings) and query the user's live data + knowledge graph; persist new durable memories. Recall BEFORE answering anything that may depend on past context or the user's systems; save AFTER the user states something worth keeping long-term. Backed by the Kyma context engine via the bundled `kyma` MCP server (memory + data + graph tools).
recall-context
Use at the start of orchestrator turns and before dispatching specialists. Queries the Cognee KG+RAG MCP server for the current repo's dataset and returns structured context (decisions, runbooks, glossary terms, adjacent specs) that the orchestrator folds into the next subagent's prompt. Do NOT use inside leaf executors — the orchestrator pre-loads recall and passes it down.
nature-academic-search
Multi-source literature search, citation verification, MeSH search strategy, citation file management (.nbib/.ris/.bib conversion), and reference management (BibTeX, related articles, ID conversion) via MCP tools (PubMed, CrossRef, arXiv, Scopus, ScienceDirect). Use when the user needs coordinated multi-step literature workflows beyond a single MCP call. Also trigger on general literature-search needs during academic writing even without the word "Nature", such as searching for papers/literature, doing a literature review, verifying a citation, converting citation files, and Chinese phrasings like 文献检索、查文献、找文献、 文献综述检索、查论文、引文核对、参考文献管理、文献去重.
memory-checkpoint
Externalize detailed memory to Memory Bank before conversation summarization to prevent context loss. Triggers: CP, checkpoint, save, 存檔, 記一下, 保存, sync memory, dump, 先記著.
audiomind
Tired of juggling multiple audio APIs? This skill gives you one-command access to TTS, music generation, sound effects, and voice cloning. Use when you want to generate any audio without managing multiple API keys.
firebase-deploy
Deploy the oh-my-ontology static site to Firebase Hosting from this repo. Use when the user asks to deploy, redeploy, publish the site, update Firebase Hosting, or verify the live web.app URL. The workflow must read `.env.prod`, build the static export, deploy only Hosting, and verify the live URL. Never commit `.env.prod` or introduce Firebase backend services.
ontology-bootstrap
Bootstrap an empty (or near-empty) oh-my-ontology vault from the surrounding codebase — call analyze_repo_structure once, show the proposed candidates, and selectively land the accepted ones via add_concepts / add_relations (batch writers). Use when the user says "이 codebase 분석해줘" / "bootstrap the ontology" / "fill the vault from the code", or when you notice the vault has only the 5 starter nodes and the user has asked you to do anything ontology-related. Skip when the vault already has 20+ user-curated nodes — bootstrap is for the cold-start case only.
ontology-extract
User gave you prose — a meeting note, a PR description, an RFC draft, a chat log, a paragraph from a Notion page — and asks "extract ontology from this" or similar. Read the prose, cross-check the existing vault with `similar_nodes` / `find_evidence`, then propose a small set of candidate nodes/edges, ask the user to pick which to land, and only then call `add_concept` / `add_relation` / `patch_concept`. Skip when the prose is just a personal note with no ontology-shaped concepts.
ontology-sync
After a code change, sync the project's ontology vault — read what's already there, identify new capabilities / elements / domains introduced by the change, and write them back via the MCP server (or fall back to the CLI). Use this at the end of any task that introduces a new feature, refactors a module, or renames a unit. Skip when the change is purely a typo, style nudge, or test fixture tweak.
ontology-bootstrap
Bootstrap an empty (or near-empty) ontology-atlas vault from the surrounding codebase — call analyze_repo_structure once, show the proposed candidates, and selectively land the accepted ones via add_concepts / add_relations (batch writers). Use when the user says "이 codebase 분석해줘" / "bootstrap the ontology" / "fill the vault from the code", or when you notice the vault has only the 5 starter nodes and the user has asked you to do anything ontology-related. Skip when the vault already has 20+ user-curated nodes — bootstrap is for the cold-start case only.
ontology-sync
After a code change, sync the project's ontology vault — read what's already there, identify new capabilities / elements / domains introduced by the change, and write them back via the MCP server (or fall back to the CLI). Use this at the end of any task that introduces a new feature, refactors a module, or renames a unit. Skip when the change is purely a typo, style nudge, or test fixture tweak.
peer67requests
View, accept, or decline incoming connection requests
ai-first-cli
This skill should be used when designing, building, or reviewing a command-line tool that AI agents will call, not just humans. Use it when deciding output format (JSON vs text), error handling, exit codes, flags, discoverability, dependencies and packaging, or autonomous-operation safety for a CLI. Also use it when asked how to make an existing CLI agent-friendly, or to evaluate a tool against the agent-first design philosophy. Grounded in Vercel's cloud-for-agents methodology.
autonomous-review
Use to perform an end-to-end PR review and reach an approve/request-changes verdict — including verifying acceptance criteria, running E2E tests via browser automation, resolving merge conflicts, and (when verdict passes) merging the PR. Triggers on phrases like "review this PR", "decide whether to approve and merge", "run E2E verification", "resolve merge conflicts on PR #N", or when the dispatcher hands off a PR labeled `pending-review` / `reviewing` for autonomous review. Distinct from in-flight dev-side self-review (that lives in autonomous-dev's pr-review step).
claims-substantiation
Use when validating marketing claims on product packaging or advertising, checking if a claim is permitted in a market, determining evidence requirements for a specific claim type, avoiding greenwashing violations, or answering "can I legally say [claim] on my product?"
evidence-blitz
Use when gathering all compliance evidence for a certification or audit, preparing documentation for retail buyers or marketplace listings, or bulk-collecting product compliance documents
import-export-docs
Use when preparing import or export documentation for a shipment, generating commercial invoices, determining which certificates of origin to use, checking dangerous goods declaration requirements, calculating Incoterms document responsibilities, or answering "what paperwork do I need to ship to [country]?"
recall-response
Use when a product recall or safety alert is triggered, a substance is newly banned in a market where you sell, a safety defect is discovered, a contamination report is received, or when monitoring competitors' recalls for proactive risk assessment
responsible-person
Use when setting up a Responsible Person or Legal Representative for EU, UK, US, or other markets, appointing an Authorized Representative, understanding post-market surveillance obligations, or answering "do I need a local representative to sell in [market]?"
substance-screening
Use when screening ingredients or materials against regulatory substance databases, resolving INCI names to CAS numbers, checking concentration limits, running batch ingredient lists through multi-jurisdiction compliance checks, or answering "is this substance allowed in [market] at [concentration]?"
testing-certification
Use when mapping required tests and certifications for a product in target markets, selecting accredited test labs, estimating testing costs and timelines, scheduling certificate renewals, or answering "what tests do I need before I can sell this?"
ozor-document-video
Turn a real document (PDF, PPTX, DOCX, Keynote export, slide deck, proposal, whitepaper, report) into a finished AI-generated video using the Ozor MCP. Use this skill whenever the user attaches, uploads, references, or points to a document file and wants a video from it — e.g. 'make a video from this pitch deck', 'turn this PDF into a video', 'video from my proposal.docx', 'generate a video from this PowerPoint', 'create a video from this report', 'this whitepaper → video'. This skill runs the document-to-video pipeline: analyze_document → present the plan to the user → update_plan if needed → generate_from_plan → export_video → wait_for_export → get_embed_code. It always uses the plan-based flow so slide visuals are preserved. Do NOT use this skill for plain-text creative briefs (use ozor-generate) or for URLs/landing pages (use ozor-url-to-video).
ozor-generate
Generate an AI video end-to-end on Ozor.ai from a short text brief. Use this skill whenever the user wants to actually create a video (not just write a prompt) from a creative description, idea, or short brief — e.g. 'make me a video about X', 'generate a launch video for Y', 'create an explainer for Z', 'render a video', 'produce a 30s ad about ...', 'spin up a quick video for our new feature'. This skill runs the full Ozor MCP pipeline: generate_video → wait_for_job → export_video → wait_for_export → get_embed_code, and returns the shareUrl, editorUrl, downloadUrl, and a ready-to-paste <iframe> embed. Do NOT use this skill when the input is a document/PDF/PPTX/deck/URL — use ozor-document-video or ozor-url-to-video instead.
ozor-url-to-video
Turn any URL — landing page, blog post, product page, documentation page, changelog, public PDF, or web article — into a finished AI-generated video using the Ozor MCP. Use this skill whenever the user gives a link and wants a video from its content: 'make a video from this URL', 'video from my landing page', 'turn this blog post into a video', 'video from https://...', 'video from our homepage', 'generate a video from this product page', 'create a video from this article'. This skill runs analyze_document with the url parameter (no scraping needed on our side), presents the resulting plan to the user, then generates → exports → embeds. Do NOT use this skill for a short text brief (use ozor-generate) or for an attached local file (use ozor-document-video).
ozor-video-library
Browse, inspect, re-export, embed, or iterate on videos that already exist in the user's Ozor.ai account. Use this skill whenever the user wants to work with past or in-progress Ozor videos rather than create a new one — e.g. 'list my Ozor videos', 'show my recent videos', 'what's the status of my last video', 'get the embed code for that video', 'download my last Ozor video', 'share link for the explainer I made', 'check on the export', 'send a follow-up edit to that video', 'show the plan for video X', 'render that video again at 9:16', 'is the job done yet'. This skill orchestrates list_videos, get_video, get_job, get_plan, update_plan, send_message, wait_for_job, export_video, wait_for_export, and get_embed_code. Do NOT use this skill to create a new video from scratch — use ozor-generate, ozor-document-video, or ozor-url-to-video.
lumo
Mobile UI/UX design intelligence grounded in cognitive science (Fitts, Hick, Gestalt, Nielsen) and platform guidelines (Apple HIG, Material Design). Specialised for Jetpack Compose, Android XML, SwiftUI, and UIKit. Use when: "WCAG", "contrast", "accessibility", "colour pair", "design audit", "mobile UI review", "Compose vs SwiftUI", "Fitts's law", "Hick's law", "touch target", "safe area".
using-chrome-devtools
Automates headless Chrome via MCP for web scraping, screenshots, testing, and browser interactions. Handles multi-instance server selection to avoid lock conflicts between parallel agents. Triggers when browsing a website, taking a screenshot, scraping a page, testing a web app, automating browser interactions, or when chrome-devtools MCP tools are needed.
core-runtime-sync
Sync shared repo assets into local ~/.github and ~/.codex, and apply MCP settings from the shared canonical runtime catalog.
brainstorming
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.
dispatching-parallel-agents
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
receiving-code-review
Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation
requesting-code-review
Use when completing tasks, implementing major features, or before merging to verify work meets requirements
systematic-debugging
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
test-driven-development
Use when implementing any feature or bugfix, before writing implementation code
writing-plans
Use when you have a spec or requirements for a multi-step task, before touching code
writing-skills
Use when creating new skills, editing existing skills, or verifying skills work before deployment
sandcastle
This skill should be used when the user asks to "sandbox a command", "isolate a process", "run in a sandbox", "restrict filesystem access", "restrict network access", "add sandcastle", "use sandcastle", "wrap with sandcastle", "add sandbox to tests", "isolate tests with sandcastle", "set up sandcastle config", "add sandcastle to flake", or mentions sandcastle, bubblewrap isolation, sandbox-runtime, command sandboxing in a Nix project, or preventing tests from accessing secrets.
using-superpowers
Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions
gemini-audio-tts-music
Generate music (Lyria 3) or synthesize speech (Gemini TTS, single or multi-speaker). Use for soundtracks, voiceovers, demo narration, notification sounds, or audio branding.
gemini-chat-and-reason
Get a second opinion from Gemini via text generation or multi-turn chat. Use for code review, design critique, sanity-checking before commit, or when Claude wants another perspective on a complex decision.
gemini-code-exec
Run Python code in Gemini's sandboxed execution environment to verify math, test regex patterns, simulate logic, or validate algorithms without local execution. Use when you need computational verification without side effects.
gemini-file-analysis
Analyze files (PDFs, images, audio, video, large source files) via Gemini's multi-modal file analysis. Use when a file is too large for Claude's context or when the file is a non-text format requiring visual/audio understanding.
gemini-image-gen
Generate images using Gemini's native image generation (Nano Banana) or Imagen 4. Use for UI mockups, hero images, product shots, infographic frames, or any visual content creation task.
gemini-research-grounded
Perform live-web research via Gemini's search-grounded answers or deep research synthesis. Use when a question involves post-training-cutoff information, library versions, CVEs, API docs, or any claim needing a primary source with citations.
gemini-video-gen
Generate short video clips using Veo 3.1. Async start+poll pattern; returns an MP4 file. Use for product demos, B-roll footage, short animations, or motion design concepts.
spec-driven-cc-guide
Expert knowledge base for Claude Code Terminal — the CLI tool itself, not coding tasks. Implements 4 knowledge-retrieval phases with structural anti-skip enforcement using the Execute-Verify-Gate pattern at every step. Designed to prevent token optimization bias that causes reference file skipping by making every reference load mandatory and verifiable. MUST use this skill whenever the user asks about Claude Code features, configuration, setup, or troubleshooting. This includes: keyboard shortcuts not working (Option key, Alt+P, Shift+Enter, Ctrl+B), creating or configuring subagents/skills/commands/plugins, setting up hooks (PreToolUse, PostToolUse, HTTP hooks), installing or debugging MCP servers, GitHub Actions or GitLab CI/CD integration for PR reviews, switching models mid-conversation, undoing or rewinding Claude's changes, proxy/network configuration, permission modes, memory and CLAUDE.md setup, the /batch /simplify /debug bundled skills, git worktrees, agent teams, remote control, headless mode, or A
spec-driven-mcp-converter
Convert any MCP (Model Context Protocol) server into a standalone CLI utility and auto-generate companion skill documentation through an 8-phase workflow with structural anti-skip enforcement. Prevents token optimization bias through per-phase reference loading, checkpoint persistence, Execute-Verify-Record enforcement, and artifact verification. Use when you have an MCP server (Puppeteer, filesystem, weather, database, etc.) and need to: (1) Create a standalone CLI wrapper that Claude Code can execute, (2) Auto-generate a skill so Claude understands how to use the CLI, (3) Bridge MCP async patterns into sync CLI patterns, or (4) Rapidly prototype tool integration without MCP server overhead. Always use this skill when the user runs /convert-mcp. Make sure to use this skill whenever the user mentions converting MCP servers, bridging MCP to CLI, wrapping MCP tools as commands, or generating CLI utilities from MCP definitions — even if they don't explicitly say "convert-mcp".
minimax-prompting
Internal guidance for composing MiniMax prompts through official mmx-cli inside the polycli plugin.
engineering-advanced
Advanced engineering patterns for AI-native products. Use when the user mentions agent design, RAG architecture, AI pipelines, MCP servers, API design best practices, CI/CD pipeline architecture, system design interviews, observability, infrastructure as code, or advanced engineering topics. Also triggers on: agent, RAG, retrieval augmented generation, MCP, API design, REST, GraphQL, CI/CD, GitHub Actions, Docker, Kubernetes, microservices architecture, event-driven, message queues, caching strategies, database design, system design.
rulesync
Rulesync CLI tool documentation - unified AI rule file management for various AI coding tools
cc-codex-review
CC-Codex 协作讨论。自由话题驱动的 CC-Codex 协作工具，Battle Loop 辩论机制。关键词: 审查, review, 让codex看看, codex审查, 帮我审查, 讨论, discuss, battle, 让codex检查, 发给codex, 话题, topic, 代码审查, 架构讨论, 技术决策
openai-docs
Use when the user asks how to build with OpenAI products or APIs and needs up-to-date official documentation with citations (for example: Codex, Responses API, Chat Completions, Apps SDK, Agents SDK, Realtime, model capabilities or limits); prioritize OpenAI docs MCP tools and restrict any fallback browsing to official OpenAI domains.
Read Reddit content via Composio MCP. Actions: search posts, view hot/top/new posts, read post content, read comments. Keywords: reddit, subreddit, post, comment, search reddit, hot posts, top posts.
bk-behaviors
Decompose acceptance criteria into atomic, testable behaviors. Invoke after /bk-plan, before /bk-implement.
bk-constitution
Create or update project constitution with behavior-first principles. Invoke when the user wants to set up behavior-kit in a project for the first time, or amend the constitution's articles.
bk-iterate
Address PR review feedback one comment at a time. Invoke per review round after pushing the branch and opening a PR. Requires gh CLI authenticated.
bk-plan
Research existing codebase context and current implementation guidance for a feature spec. Invoke after /bk-specify, before /bk-behaviors. Read-only research pass with recommendations only — no architecture decisions, no new code.
bk-session
Start a lightweight pairing session — branch + worktree, no spec/plan/behaviors workflow. Invoke for one-off fixes, refactors, QA passes, or interactive tweaks that don't warrant a full spec.
bk-specify
Generate a behavior-first spec with Given/When/Then acceptance criteria. Invoke when the user wants to start a new feature — they will provide a feature description as arguments.
arc42-docs
Use this skill when the user asks to "create architecture documentation", "document the architecture", "arc42", "initialize arc42", "update architecture docs", discusses architecture documentation, or wants to document system design decisions, quality requirements, deployment views, building blocks, or any of the 12 arc42 sections. Also use when the user mentions ADRs (Architecture Decision Records) in the context of arc42.
gemini-cli
Run Gemini CLI for AI queries. Use when user asks to "run/ask/use gemini", compare Claude vs Gemini, or delegate tasks to Gemini.
agent-supply-chain
Verify supply chain integrity for AI agent plugins, tools, and dependencies. Use this skill when: - Generating SHA-256 integrity manifests for agent plugins or tool packages - Verifying that installed plugins match their published manifests - Detecting tampered, modified, or untracked files in agent tool directories - Auditing dependency pinning and version policies for agent components - Building provenance chains for agent plugin promotion (dev → staging → production) - Any request like "verify plugin integrity", "generate manifest", "check supply chain", or "sign this plugin"
ai-agent-builder
Also use for agentic data engineering pipelines, code generation agents, agent-powered CLI tools, MCP server development, or any system where an AI model calls tools, makes decisions, or loops
activecampaign-automation
Automate ActiveCampaign tasks via Rube MCP (Composio): manage contacts, tags, list subscriptions, automation enrollment, and tasks. Always search tools first for current schemas.
agent-memory-mcp
A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions).
agent-tool-builder
Tools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works and one that hallucinates, fails silently, or costs 10x more tokens than necessary. This skill covers tool design from schema to error handling.
ai-dev-jobs-mcp
Search 8,400+ AI and ML jobs across 489 companies, inspect listings and employers, match roles, and view salary and market stats via AI Dev Jobs MCP
airtable-automation
Automate Airtable tasks via Rube MCP (Composio): records, bases, tables, fields, views. Always search tools first for current schemas.
working-memory
Load your current context at session start. Shows what you were working on, active priorities, and unresolved flags. Also trigger when resuming after a break or when the user asks what am I working on.
python-explore
Use when understanding, modifying, refactoring, debugging, extending, or implementing Python code. Triggers on "how does", "what does", "why is X doing", "add feature", "implement", "update behaviour". Does NOT trigger for explicit "show me"/"read this file" requests, single-line typo fixes with exact location, or adding new test cases only. Requires pyeye MCP server.
engram-consolidate
Compress and prune Engram memory after long sessions or when the store feels cluttered
gitnexus-guide
Use when the user asks about GitNexus itself — available tools, how to query the knowledge graph, MCP resources, graph schema, or workflow reference. Examples: "What GitNexus tools are available?", "How do I use GitNexus?"
create-mcp-integration
Add an MCP server integration to a plugin
cm-design-system
Ultimate Design System Intelligence. Manage, extract, replicate, and improve UI design systems. Extracts design tokens visually from existing sites (Harvester v5), manages multi-page tokens, and utilizes MCP servers like Google Stitch and Pencil.dev to generate complete, consistent design systems (Shadcn UI, Halo, Lunaris, Nitro). Use when the user asks to "extract design from a URL", "create a Shadcn design system", "analyze design tokens", "build a design system for", or "copy the UI style of".
noteyard-case-review
Guide one bounded Noteyard case review without turning the repo into a hosted platform.
claude-agent-sdk
Building a Python or TypeScript application that uses Claude Code capabilities programmatically; deploying Claude as an autonomous agent inside a product; writing code that drives the `claude` CLI in
mcp-server-builder
Build custom MCP servers: expose tools, resources, and prompts via stdio or HTTP/SSE transport — connect proprietary data to Claude Code
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
-21risk-automation
Automate 21risk tasks via Rube MCP (Composio). Always search tools first for current schemas.
-2chat-automation
Automate 2chat tasks via Rube MCP (Composio). Always search tools first for current schemas.
ably-automation
Automate Ably tasks via Rube MCP (Composio). Always search tools first for current schemas.
abstract-automation
Automate Abstract tasks via Rube MCP (Composio). Always search tools first for current schemas.
abuselpdb-automation
Automate Abuselpdb tasks via Rube MCP (Composio). Always search tools first for current schemas.
abyssale-automation
Automate Abyssale tasks via Rube MCP (Composio). Always search tools first for current schemas.
accelo-automation
Automate Accelo tasks via Rube MCP (Composio). Always search tools first for current schemas.
accredible-certificates-automation
Automate Accredible Certificates tasks via Rube MCP (Composio). Always search tools first for current schemas.
acculynx-automation
Automate Acculynx tasks via Rube MCP (Composio). Always search tools first for current schemas.
active-campaign-automation
Automate ActiveCampaign tasks via Rube MCP (Composio). Always search tools first for current schemas.
addresszen-automation
Automate Addresszen tasks via Rube MCP (Composio). Always search tools first for current schemas.
adobe-automation
Automate Adobe tasks via Rube MCP (Composio). Always search tools first for current schemas.
adrapid-automation
Automate Adrapid tasks via Rube MCP (Composio). Always search tools first for current schemas.
adyntel-automation
Automate Adyntel tasks via Rube MCP (Composio). Always search tools first for current schemas.
aero-workflow-automation
Automate Aero Workflow tasks via Rube MCP (Composio). Always search tools first for current schemas.
aeroleads-automation
Automate Aeroleads tasks via Rube MCP (Composio). Always search tools first for current schemas.
affinda-automation
Automate Affinda tasks via Rube MCP (Composio). Always search tools first for current schemas.
affinity-automation
Automate Affinity tasks via Rube MCP (Composio). Always search tools first for current schemas.
agencyzoom-automation
Automate Agencyzoom tasks via Rube MCP (Composio). Always search tools first for current schemas.
agent-mail-automation
Automate Agent Mail tasks via Rube MCP (Composio). Always search tools first for current schemas.
agentql-automation
Automate Agentql tasks via Rube MCP (Composio). Always search tools first for current schemas.
agenty-automation
Automate Agenty tasks via Rube MCP (Composio). Always search tools first for current schemas.
agiled-automation
Automate Agiled tasks via Rube MCP (Composio). Always search tools first for current schemas.
agility-cms-automation
Automate Agility CMS tasks via Rube MCP (Composio). Always search tools first for current schemas.
ahrefs-automation
Automate SEO research with Ahrefs -- analyze backlink profiles, research keywords, track domain metrics history, audit organic rankings, and perform batch URL analysis through the Composio Ahrefs integration.
ai-ml-api-automation
Automate AI ML API tasks via Rube MCP (Composio). Always search tools first for current schemas.
aivoov-automation
Automate Aivoov tasks via Rube MCP (Composio). Always search tools first for current schemas.
alchemy-automation
Automate Alchemy tasks via Rube MCP (Composio). Always search tools first for current schemas.
algodocs-automation
Automate Algodocs tasks via Rube MCP (Composio). Always search tools first for current schemas.
algolia-automation
Automate Algolia tasks via Rube MCP (Composio). Always search tools first for current schemas.
all-images-ai-automation
Automate All Images AI tasks via Rube MCP (Composio). Always search tools first for current schemas.
alpha-vantage-automation
Automate Alpha Vantage tasks via Rube MCP (Composio). Always search tools first for current schemas.
altoviz-automation
Automate Altoviz tasks via Rube MCP (Composio). Always search tools first for current schemas.
alttext-ai-automation
Automate Alttext AI tasks via Rube MCP (Composio). Always search tools first for current schemas.
amara-automation
Automate Amara tasks via Rube MCP (Composio). Always search tools first for current schemas.
amazon-automation
Automate Amazon tasks via Rube MCP (Composio). Always search tools first for current schemas.
ambee-automation
Automate Ambee tasks via Rube MCP (Composio). Always search tools first for current schemas.
ambient-weather-automation
Automate Ambient Weather tasks via Rube MCP (Composio). Always search tools first for current schemas.
amcards-automation
Automate Amcards tasks via Rube MCP (Composio). Always search tools first for current schemas.
anchor-browser-automation
Automate Anchor Browser tasks via Rube MCP (Composio). Always search tools first for current schemas.
anonyflow-automation
Automate Anonyflow tasks via Rube MCP (Composio). Always search tools first for current schemas.
anthropic-administrator-automation
Automate Anthropic Admin tasks via Rube MCP (Composio). Always search tools first for current schemas.
anthropic_administrator-automation
Automate Anthropic Admin tasks via Rube MCP (Composio): API keys, usage, workspaces, and organization management. Always search tools first for current schemas.
tudun-image-generation
电商商品图生成. 用图盾·工坊 (Tudun Workshop) 同步 API 一键产出主图 / 卖点图 / 促销图 / 详情图. 适用场景: 用户给一张产品照片, 要求生成「白底主图」「N 张卖点图」「618/双11 促销图」「淘宝/京东/拼多多详情页」. 触发关键词: 商品主图, 白底图, 卖点图, 促销图, 详情图, 电商图, 产品图, 淘宝图, 拼多多详情, 京东详情. E-commerce product image generation for Taobao/JD/Pinduoduo/Tmall sellers.
agent-development
This skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when to use description", "agent examples", "agent tools", "agent colors", "autonomous agent", or needs guidance on agent structure, system prompts, triggering conditions, or agent development best practices for Claude Code plugins.
frontend-design
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applications. Generates creative, polished code that avoids generic AI aesthetics.
logging-observability
Guidelines for structured logging, distributed tracing, and debugging patterns across languages. Covers logging best practices, observability, security considerations, and performance analysis.
scanning-for-accessibility-issues
This skill enables Claude to perform comprehensive accessibility audits. It uses the accessibility-test-scanner plugin to identify WCAG 2.1/2.2 compliance issues, validate ARIA attributes, check keyboard navigation, and assess screen reader compatibility. Use this skill when the user requests an accessibility scan, audit, or compliance check, or when terms like "WCAG", "ARIA", "screen reader", "accessibility testing", or "a11y" are mentioned. It provides actionable insights for improving web application accessibility.
skill-creator
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
webapp-testing
Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.
content-calendar-audit
Audit a Planable workspace's content calendar for a given period — surface what's scheduled, what's missing, what has no date, and what might have publishing issues. Use this skill whenever the user asks about upcoming content, wants to review the calendar, says things like "what's scheduled this week", "check the calendar for [client]", "what's going out next week", "any gaps in the schedule", "content audit", "what do we have planned", or wants a weekly/monthly content overview for a workspace. Always activate for calendar review and scheduling gap analysis in Planable.
content-pattern-intelligence
Analyze top-performing posts across three performance lenses — engagement, impressions, and engagement rate — to identify content patterns and give the user specific hypotheses to test in their next posts. Use this skill whenever the user asks things like "what's working in my content", "what should I post more of", "why are some posts doing better", "what patterns do you see", "give me content ideas based on my best posts", "what content works best for [client]", "analyze my top posts", or "what should I try next month". Also activate when the user wants to understand performance beyond just numbers — when they're asking for creative direction, not just a report. Always use this skill instead of a generic performance summary when the user's goal is to improve future content.
cross-client-metrics-overview
Pull and compare performance metrics across multiple Planable workspaces (clients or brands) in a single view. Use this skill whenever the user wants to compare clients, see how all accounts are performing, get an agency-wide metrics overview, or says things like "how are all my clients doing", "compare performance across workspaces", "give me a cross-client report", "agency overview", "which client is performing best", or "metrics across all accounts". Always activate for multi-workspace analytics queries in Planable. For single-workspace reports, use the monthly-performance-summary skill instead.
draft-post-batch
Draft and publish a batch of social media posts directly into Planable as drafts. Use this skill whenever the user wants to generate multiple posts for a client, create content for a workspace, write a week's worth of posts, batch-create drafts, or says things like "draft posts for [client]", "create 5 posts about [topic]", "fill the calendar for [client]", or "write posts and add them to Planable". Always activate this skill when post creation + Planable is involved.
monthly-performance-summary
Generate a clear, client-ready social media performance summary from Planable analytics or a user-uploaded CSV export. Use this skill whenever the user asks for a monthly report, performance recap, analytics summary, results overview, or says things like "summarize last month's performance", "give me a report for [client]", "how did we do this month", "pull the analytics for [workspace]", or uploads a CSV with social media data and asks for a summary. Works with or without a Planable account — activate for any analytics summary request, whether the source is the Planable connector or a file upload.
pending-approvals-roundup
Fetch and summarize all posts pending approval across one or more Planable workspaces. Use this skill whenever the user asks about approvals, wants to know what's waiting for review, says things like "what needs my approval", "show me pending posts", "what's waiting for sign-off", "approval queue", "morning check-in", or "what posts are stuck". Also activate when the user asks for a daily or weekly content status across clients. Always use this skill for approval-related queries that touch Planable.
aif
Set up Claude Code context for a project. Analyzes tech stack, installs relevant skills from skills.sh, generates custom skills, and configures MCP servers. Use when starting new project, setting up AI context, or asking "set up project", "configure AI", "what skills do I need".
uah-mono-payouts
Use when a user wants an agent to convert USDT BEP20 into UAH payout instructions through a verified exchange flow with approval, expiry, AML screening, and payment monitoring.
aibtc-bitcoin-wallet
Bitcoin L1 wallet for agents - check balances, send BTC, manage UTXOs. Extends to Stacks L2 (STX, DeFi) and Pillar smart wallets (sBTC yield).
daily-cycle
This skill should be used when the user asks to "run the daily cycle", "run today's sales", "do the daily sales tasks", "run daily-cycle", or wants to run the daily sales automation cycle. Automatically runs check-results -> evaluate -> outbound + build-list (when needed) in sequence.
import-prospects
Use when the user asks to "import prospects", "upload a list", or has tabular contact data (CSV / Excel / SQLite / text) to load. Two modes: save as tenant-only assets (link later via /match-prospects) or link straight to a project.
daily-cycle
This skill should be used when the user asks to "run the daily cycle", "run today's sales", "do the daily sales tasks", "run daily-cycle", or wants to run the daily sales automation cycle. Automatically runs check-responses -> evaluate -> outbound + build-list (when needed) in sequence.
ck
Use when searching code with ck/seek for exact grep-style matches, semantic search, lexical search, hybrid search, index management, JSONL output for agents, or MCP server mode.
cribl-stream
Build MCP servers, author routes/pipelines/functions, and manage all Cribl Stream artifacts (Stream, Edge, Search, Lake) via REST API and YAML configs. Use when user mentions Cribl, Cribl Stream/Edge/Search/Lake, routes, pipelines, sources, destinations, packs, or observability pipeline management.
langgraph-orchestration
Use this skill for LangGraph, Deep Agents, LangChain agents built on LangGraph, MCP-to-LangGraph tool bridging, stateful workflows, subgraphs, subagents, interrupts, checkpointing, streaming, and multi-agent orchestration. Trigger when code imports langgraph, deepagents, langchain_mcp_adapters, langchain.agents, or when the user asks for agent graphs, orchestration, durable execution, HITL, or LangGraph architecture and patterns.
create-resource
Create educational content (resources and courses) for the Beau platform. Use when the user wants to create resources, courses, quizzes, or upload images/PDFs for voice delivery.
evaluate-student
Evaluate student performance by analyzing course progress, quiz scores, and conversation transcripts. Generates evidence-based reports with pedagogical analysis and intervention recommendations for teachers.
optimize-resource
Help a teacher improve a RESOURCE by analyzing how students actually experienced it — transcripts, quiz pass rates, common wrong answers, and feedback — then suggesting concrete content edits. Suggests first; only applies changes the teacher explicitly approves. Does not touch prompts or model config.
document-analysis
Use this skill when extracting, sanitizing, segmenting, or analyzing a document end-to-end through the RegulAItor pipeline (PDF or Markdown). Activates the full extract→sanitize→segment→loop[gate→retriever→analyst→auditor]→aggregate flow with SSDLC-aligned defaults.
milens
Code intelligence MCP tools — symbol search, text grep, impact analysis, dependency graph
token-optimize
Audit Claude Code token consumption and context waste
forge
Orchestrate a full development pipeline using MCP-driven subagents. Accepts plain text or issue tracker URLs (GitHub, Jira, Linear, etc.) as input.
infra-security
Use this agent when you need to audit domain security posture, configure DNS records, or manage Cloudflare security features (WAF, Workers, Zero Trust) via the Cloudflare MCP server. Use terraform-architect for IaC generation; use this agent for live Cloudflare configuration and security auditing.
ops-research
Use this agent when you need to research domains, hosting providers, tools, or find cost optimization opportunities. Use ops-advisor for the expense ledger; use ops-provisioner for account setup; use coo for cross-cutting operations strategy; use this agent for live research and price comparison.
syslog-logs
Tail or follow syslog-mcp service logs from Docker Compose. Use when the user asks for syslog-mcp service logs, startup logs, crash logs, plugin deployment logs, Docker logs, or follow mode. This is for the service's stdout/stderr, not client syslog entries.
syslog-redeploy
Re-run the syslog-mcp plugin setup hook with the current userConfig and verify the Docker Compose deployment. Use when the user asks to redeploy syslog-mcp, apply plugin config changes immediately, rerun the setup hook, refresh the Docker deployment, or recover after an automated SessionStart/ConfigChange hook did not run.
syslog-version-check
Check whether the running syslog-mcp Docker container matches the local Compose image. Use when the user asks whether syslog-mcp is current, stale, deployed, updated, running the latest plugin image, or needs a restart/recreate after an upgrade. Supports an optional --pull mode for Docker image comparison.
claude-in-chrome-troubleshooting
Diagnose and fix Claude in Chrome MCP extension connectivity issues. Use when mcp__claude-in-chrome__* tools fail, return "Browser extension is not connected", or behave erratically.
isaac-scripting
This skill should be used when the user asks to "execute a script in Isaac Sim", "run Python in Isaac", "write a custom Isaac Sim script", "use the omni API", "use the pxr API", "use the isaacsim API", "execute_isaac_script", or needs to perform operations not covered by the granular MCP tools.
onboard
This skill should be used when a user wants to set up a new claudity-assurance QA environment for a project. Trigger phrases include "onboard this project", "set up QA", "initialize QA environment", "start QA for this project", "c-a onboard", "new QA project", and "I want to start testing this system". Also activates when a user starts a session in an empty directory and asks about testing or verification.
nocobase-acl-manage
Inspect and configure NocoBase roles, system permissions, route permissions, table global permissions, table independent permissions, field permissions, and row scopes via MCP. Use when users want to grant, restrict, debug, or audit ACL behavior in a NocoBase app.
capture
Codex-native MaxVision capture entrypoint for ideas, tasks, notes, backlog items, seeds, and interactive lists.
pmm-sherpa
Calling guide for the PMM Sherpa MCP, a senior product marketing advisor with a curated 38K-chunk corpus (PMM books, podcasts, AMAs, practitioner blogs). Sherpa exposes four tools: ask_sherpa (advisory dialogue), draft_artifact (39 named PMM deliverables), get_feedback (pressure-test user work), and scope_pmm_research (Deep Research planner). This skill prescribes orchestration, voice, and Deep Research phasing. Tool descriptions handle what each tool does.
connect-mcps
Connect MCPs for real-time tool integration
mcp-builder
MCP 服务器构建方法论 — 系统化构建生产级 MCP 工具，让 AI 助手连接外部能力
figma
Use the Figma MCP server to fetch design context, screenshots, variables, and assets from Figma, and to translate Figma nodes into production code. Trigger when a task involves Figma URLs, node IDs, design-to-code implementation, or Figma MCP setup and troubleshooting.
figma-implement-design
Translate Figma nodes into production-ready code with 1:1 visual fidelity using the Figma MCP workflow (design context, screenshots, assets, and project-convention translation). Trigger when the user provides Figma URLs or node IDs, or asks to implement designs or components that must match Figma specs. Requires a working Figma MCP server connection.
openai-docs
Use when the user asks how to build with OpenAI products or APIs and needs up-to-date official documentation with citations (for example: Codex, Responses API, Chat Completions, Apps SDK, Agents SDK, Realtime, model capabilities or limits); prioritize OpenAI docs MCP tools and restrict any fallback browsing to official OpenAI domains.
render-deploy
Deploy applications to Render by analyzing codebases, generating render.yaml Blueprints, and providing Dashboard deeplinks. Use when the user wants to deploy, host, publish, or set up their application on Render's cloud platform.
root-cli
Analyze CERN ROOT files using the root-cli command-line tool. Use this skill for any task involving ROOT files (.root), TTree/RNTuple inspection, branch reading, histogram computation, kinematic reconstruction, fitting, correlation analysis, or exporting HEP data. Trigger whenever the user mentions ROOT files, TTrees, RNTuples, for any task involving ROOT files (.root), TTree inspection, branch reading, histogram computation, kinematic reconstruction, fitting, correlation analysis, or exporting HEP data. Trigger whenever the user mentions ROOT files, TTrees, branches, histograms, invariant mass, MET, particle physics data, or asks to inspect/plot/fit/export data from .root files. Prefer root-cli over PyROOT/ uproot scripting for interactive analysis — it saves thousands of tokens and provides a clean, composable command surface. Also trigger when the user asks to use root-mcp in CLI mode.
21st-dev-builder-v2
Build websites and web apps using 21st.dev — the largest marketplace of shadcn/ui-based React Tailwind components with 1400+ components. Use when user mentions "21st.dev", "21st", "ใช้ 21st", "จาก 21st", "build with 21st", "21st component", "21st magic MCP", or references the 21st.dev component registry in any language. Covers building complete sites (landing pages, dashboards, portfolios, e-commerce storefronts, auth pages), browsing and installing individual 21st.dev components into existing projects, and setting up the 21st.dev MCP server. Also trigger when user wants premium UI components specifically from the 21st.dev registry. Do NOT trigger for general web development, standard shadcn/ui, plain Tailwind CSS, React Native, API development, testing, deployment, or any task that doesn't explicitly reference 21st or 21st.dev.
agent-personas
142 expert agent personas organized across 23 categories for every software development role — from planning and architecture through coding, testing, security, deployment, and maintenance. Use when needing to invoke a specialized agent role, understand which agent to use for a task, compose multi-agent teams, or find the right persona for code review, debugging, build resolution, or project orchestration. Also use when setting up agent-based workflows, understanding agent capabilities, or deciding between multiple agents for a task. Covers core engineering, development, data/AI, infrastructure, security, quality/testing, spec pipeline, orchestration, build resolution, language-specific review, framework specialization, and more. Trigger on "which agent", "use agent", "agent persona", "agent for", "multi-agent team", "agent team", "orchestrate agents", "delegate to agent", or when configuring agent-based development workflows.
brag-document
Generate a polished, professional brag document (also called a work accomplishments report or self-review) from raw achievement data. Use this skill whenever a user asks to create, write, draft, or generate a brag document, brag report, work accomplishments summary, self-review, performance review input, monthly/quarterly/annual achievement report, or any structured record of their professional contributions. Trigger this skill even when the user says things like "write up what I did this month", "help me summarise my work contributions", "I need to document my achievements", or "turn my notes into a brag doc". This skill works for any role, industry, seniority level, or time period.
brainstorming
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.
caveman
Ultra-compressed communication mode. Cuts token usage ~75% by speaking like caveman while keeping full technical accuracy. Supports intensity levels: lite, full (default), ultra, wenyan-lite, wenyan-full, wenyan-ultra. Use when user says "caveman mode", "talk like caveman", "use caveman", "less tokens", "be brief", or invokes /caveman. Also auto-triggers when token efficiency is requested.
code-wiki
Generate wiki docs + Mermaid diagrams for any codebase
context7
Retrieve up-to-date documentation for software libraries, frameworks, and components via the Context7 API. This skill should be used when looking up documentation for any programming library or framework, finding code examples for specific APIs or features, verifying correct usage of library functions, or obtaining current information about library APIs that may have changed since training.
dispatching-parallel-agents
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
doc-coauthoring
Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar documentation tasks.
docs-writing
Writes and audits technical documentation using Diataxis, Stripe-style clarity, and the Eight Rules. 52 rules across 9 categories covering voice, structure, clarity, code examples, formatting, navigation, scanability, content hygiene, and review. Use when writing docs, creating READMEs, documenting APIs, writing tutorials, building a docs site, auditing documentation quality, or asking "review my docs", "improve this documentation", or "write docs for this".
duckduckgo-search
Use when searching the web for information and you need clean, parseable search results without API keys
executing-plans
Use when you have a written implementation plan to execute in a separate session with review checkpoints
find-skills
Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.
finishing-a-development-branch
Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup
full-code-review
Run a deep multi-agent code review across one or more codebases. Covers security, code quality, and business logic. Outputs structured markdown with file paths, line numbers, severity ratings, and fix instructions. Triggers on "full code review", "comprehensive review", "code audit", "review entire codebase", "review all code".
gsap
GSAP animation reference for HyperFrames. Covers gsap.to(), from(), fromTo(), easing, stagger, defaults, timelines (gsap.timeline(), position parameter, labels, nesting, playback), and performance (transforms, will-change, quickTo). Use when writing GSAP animations in HyperFrames compositions.
gsdadd-phase
Add a new phase to the project
gsdadd-todo
Add a todo item to track tasks
gsdaudit-milestone
Audit milestone progress and status
gsdcheck-todos
Check todo list status
gsdcomplete-checkpoint
Complete checkpoint and finalize phase
data-context-extractor
Generate or improve a company-specific data analysis skill by extracting tribal knowledge from analysts. BOOTSTRAP MODE - Triggers: "Create a data context skill", "Set up data analysis for our warehouse", "Help me create a skill for our database", "Generate a data skill for [company]" → Discovers schemas, asks key questions, generates initial skill with reference files ITERATION MODE - Triggers: "Add context about [domain]", "The skill needs more info about [topic]", "Update the data skill with [metrics/tables/terminology]", "Improve the [domain] reference" → Loads existing skill, asks targeted questions, appends/updates reference files Use when data analysts want Claude to understand their company's specific data warehouse, terminology, metrics definitions, and common query patterns.
lowcoder
Crea aplicaciones Lowcoder (low-code platform) desde código usando el SDK @aorizondo/lowcoder-agent-sdk-core o el MCP server @aorizondo/lowcoder-mcp-server. Usa esto cuando el usuario pida crear, modificar, listar o publicar dashboards, formularios, apps internas o paneles en Lowcoder. Cubre el catálogo completo de ~80 componentes nativos, queries (REST/JS/SQL), datasources (postgres/mysql/mongo/redis/s3/slack/openai/...), expresiones, plugins de usuario, SEO y deployment.
google-calendar-automation
Automate Google Calendar events, scheduling, availability checks, and attendee management via Rube MCP (Composio). Create events, find free slots, manage attendees, and list calendars programmatica...
debugger
Systematic debugging skill. 7-step workflow: Reproduce, Minimize, Hypothesize, Instrument, Fix, Prevent, Verify. Activate when troubleshooting errors.
outlook-calendar-automation
Automate Outlook Calendar tasks via Rube MCP (Composio): create events, manage attendees, find meeting times, and handle invitations. Always search tools first for current schemas.
desloppify
Improves codebase quality via the desloppify CLI — install, exclude noise, scan, and drive the next/resolve execution loop to raise strict score. Use when the user invokes /desloppify, asks for tech-debt cleanup, desloppify, strict score, or codebase health scanning.
check-error-handling
Validates error handling follows RunnerError pattern, detects anyhow regression, ensures ErrorKind usage
create-worktree
Creates a git worktree with branch and copies environment files (.envrc, .mcp.json)
strict-clippy-check
Enforces zero-tolerance code quality policy using Clippy with strict lints, all warnings treated as errors
bk-implement
Implement behaviors one at a time using test-first development. Invoke after /bk-behaviors. Red → green → refactor, one commit per behavior.
codex-docs
Look up OpenAI Codex documentation in the local mirror at ~/codex-docs/. Use when answering questions about the Codex CLI, Codex app, IDE extension, cloud threads, AGENTS.md, config.toml, MCP servers in Codex, skills, plugins, hooks, sandboxing, approvals, slash commands, the Codex SDK, app-server, or the Codex GitHub Action.
opencode-docs
Look up OpenCode documentation in the local mirror at ~/opencode-docs/. Use when answering questions about the OpenCode terminal UI, the `opencode` CLI, agents and subagents, opencode.json / opencode.jsonc config, skills, custom tools, plugins, MCP servers, providers and models, permissions, keybinds, themes, the SDK, share links, IDE integrations, GitHub/GitLab actions, ACP, or the LSP integration.
deep-design
MANDATORY for any non-trivial feature planning. Multi-agent pipeline: Metis (scope/risk) + Oracle (architecture) in parallel → cross-critique → confidence-scored synthesis → early Momus sanity check → OpenSpec proposal → full Momus review. MUST USE when: user describes a feature that touches multiple services or modules, user wants to plan/design/architect before coding, user says 'plan this', 'design this', 'think this through', 'spec this out', 'deep design', 'let me get this right', 'before we start coding', 'rethink how X works', 'migrate from X to Y', 'add multi-tenancy/billing/auth/permissions/real-time/encryption/caching', user describes any system that needs architectural decisions, user mentions wanting a proposal or spec, user wants to avoid mistakes on a complex feature. Also triggers on: 'plan out the migration', 'design a system for', 'I want to add [complex feature]... need to think through', 'this is a big change', 'let me get the design reviewed', 'before anyone writes code'. When in doubt abo
nano-brain
Persistent memory + code intelligence for AI coding agents. Hybrid search (BM25 + vector + RRF + recency), cross-session recall, symbol analysis, impact checks, knowledge graph, OpenCode/Claude Code session harvesting. Use this skill when you need to recall prior decisions across sessions, search across multiple codebases, trace symbol callers/callees, analyze code impact (what breaks if X changes), persist long-term context, or query the knowledge graph. Triggers — "remember what we did about X", "search across sessions", "find references to X", "what breaks if I change Y", "save this decision", "wake-up briefing".
search-memory
Search Nowledge Mem memories and threads from Proma when the user references past work, prior decisions, recurring problems, or project history.
status
Check whether Nowledge Mem is reachable from Proma, including MCP status, CLI fallback, API URL, and configuration issues after install or update.
dpd
Bootstrap a DPD (Decompose-Propagate Decision) session under the ambient overlay paradigm — DPD is a passive graph overlay that observes ongoing conversation and proposes graph updates collaboratively. Invoke when the user runs /dpd, or proactively suggest when a conversation has accumulated multiple open threads, unanchored decision verbs, or surfaced contradictions that would benefit from explicit graph tracking. Requires the dpd-mcp-server MCP server to be registered with Claude Code.
dpd-find-similar
Retrieve past closed/archived DPD subgraphs whose FTS5 index matches a query, then distill selected results into graph-candidate proposals. User-pull only — Claude must not auto-invoke. Requires the dpd-mcp-server MCP server.
dpd-verify-edge
Externally verify a DPD edge that claims a logically-necessary implication (layer='necessary'), using a context-stripped prompt so an independent verifier judges the implication on its own merits rather than rubber-stamping the agent's framing. Records the verdict via record_edge_verification. Invoke when the user runs /dpd-verify-edge, or proactively suggest at a natural pause when list_unverified_edges is non-empty. Requires the dpd-mcp-server MCP server.
fewword
Use this skill when tool outputs exceed 2000 tokens, tasks span multiple conversation turns, sub-agents need to share state, context window is bloating, plans need to persist across summarization, terminal/log output needs selective querying, or when user mentions "offload context", "dynamic context discovery", "filesystem memory", "scratch pad", "reduce context bloat", or "just-in-time context loading".
cm-mcp-engineering
Use when you need to interact with the MCP engineering bridge tools (cm_plan, cm_review, cm_qa, cm_deploy, cm_search).
claude-code-dispatch
Dispatch development tasks to Claude Code with automatic callback on completion. Supports Agent Teams (multi-agent parallel dev with dedicated Testing Agent), cost controls (--max-budget-usd), model fallback, git worktree isolation, custom subagents via --agents JSON, and MCP server integration. Use when: (1) dispatching a coding task to Claude Code and wanting automatic Telegram notification on completion, (2) running Agent Teams for parallel dev+test workflows, (3) needing zero-polling task execution with Stop Hook callback, (4) the user says 'use Claude Code to build/develop/create X', (5) the user asks to dispatch or run a Claude Code task. THIS IS THE DEFAULT for any 'build/develop/create a project' request — prefer this over claude-code-clawdbot for anything that takes >2 min or needs background execution.
brewme-watchlist-briefing
Use BrewMe watchlists, briefings, Ask, MCP, and HTTP API to answer one question with current story context and evidence.
brewme_watchlist_briefing
Inspect one BrewMe watchlist through MCP or HTTP API and answer with grounded evidence.
recall
Orient Claude on mining past Claude Code session logs via the total-recall plugin. Use when the user references prior work, asks "what did I do", asks about past decisions, mentions earlier sessions, wants to avoid repeating a corrected mistake, or asks why a previous choice was made. Surfaces user corrections, decisions, self-corrections, progress markers, and stable domain facts from ~/.claude/projects/*.jsonl across this and prior sessions in the same cwd or globally across all projects.
analysis-and-reporting
Endpoint interest scoring (0–100), mobile app ownership confidence, attack-path hint patterns (35 templates), severity decision matrix (92 examples), sector severity overrides, and sidecar coordination.
cloud-and-infra
Cloud-native service fingerprints, Kubernetes/container exposure, CI/CD platform exposure, TLS deep audit, and favicon hash pivot for authorized infrastructure recon.
identity-fabric
Concrete endpoints, probes, and enumeration techniques for identity provider fingerprinting and auth surface mapping. Covers Microsoft Entra (Azure AD), Okta, ADFS, Google Workspace, generic OIDC (Keycloak/Auth0/Ping/OneLogin/Duo), SAML metadata, AWS account-ID extraction, Microsoft 365 deep enumeration (Teams/SharePoint/OneDrive/OAuth/Power Platform), GraphQL field-suggestion enumeration when introspection is disabled, and LinkedIn employee enumeration with role prioritization. Use when mapping an org's auth architecture, enumerating SSO/IdP surfaces, or building a target employee list.
offensive-osint
Router for the Offensive OSINT arsenal. Dispatches to focused sub-skills by task type. Covers the full external red-team surface: asset discovery, web enumeration, identity/SSO, secrets/dorks, post-credential workflows, cloud/infra, people/breach intel, and analysis/reporting. Companion to osint-methodology. Use for any authorized external recon, bug bounty, or ASM engagement.
osint-methodology
Comprehensive OSINT methodology for external red-team operations and authorized attack-surface assessments. Covers the 5-stage recon pipeline, asset-graph discipline, severity rubric, confidence upgrade workflows, time budgeting, identity-fabric mapping, breach×identity correlation, detectability tagging, detection-aware probing, WAF/CDN bypass, vulnerability prioritization, phishing infrastructure planning, bug bounty submission, and client deliverable templates. Use when planning or executing reconnaissance against authorized targets, mapping an organization's external attack surface, investigating a person/entity, or producing client deliverables.
people-breach-intel
Breach data lookup, HudsonRock infostealer intel, email-pattern inference, email harvest, Slack/Discord discovery, package registry leaks, and vulnerability prioritization endpoints.
post-discovery
Post-credential enumeration workflows for validated live keys — AWS IAM enum, GitHub PAT scope/repo enum, Slack workspace enum, JWT triage, Postman PMAK workspace enum, Anthropic/OpenAI usage enum. Requires validator confirmation first.
recon-asset-discovery
Subdomain enumeration, CT logs, DNS record catalog, WHOIS/RDAP, and passive reconnaissance for authorized external recon.
report-template
Autonomous report generation from collected findings. Produces bug bounty submissions, client deliverables, and vulnerability reports using the standard finding schema.
secrets-and-dorks
48-pattern secret regex catalog, 70 dork corpus across 9 categories, GitHub code-search dorks, and 9 read-only credential validators for authorized secret discovery and verification.
web-surface
Probe paths, endpoint scoring, email security analysis, vendor fingerprints, documentation leak hunting, and API endpoint references for authorized web-surface enumeration.
ecomode
Token-efficient model routing modifier
diagnosis-workflow
Load when workflow-router selects the diagnosis state for a failing command, runtime bug, flaky behavior, performance regression, or agent/tool failure; reproduce or bound the symptom before fixing.
review-workflow
Load when workflow-router selects the review state for code, plan, release, UI, or security review; produce findings first and do not implement fixes unless the user explicitly redirects.
-agent-skills
如何编写 Agent Skills - 完整指南
pre-planning
Gathers context from multiple sources before entering plan mode, including git remote work items, codebase structure, reference projects, and memories. Detects platform from git remote. Use when starting planning, before plan mode, gather context, prep for planning, kickoff, starting a new feature, beginning work on a task, or before implementing something non-trivial.
mcp-manager
Profile MCP management via `mcp.profile.*` tools and `afk mcp`. Use when the user wants to connect, inspect, validate, update, or remove MCP servers by URL for one profile.
aio-discover
Find code, locate implementations, and understand how features work via parallel Explore agents. Step 1 of the codeflow discover → map → plan trio used before implementation.
aio-github
Read and manage GitHub repos, pull requests, issues, releases, and branches via github-mcp (auto-installs if missing). Use when the user mentions a GitHub URL, asks to open/review/merge a PR, comment on an issue, list repos, trigger a release, or run any GitHub action programmatically.
aio-gitlab
Manage GitLab MRs, pipelines, branches, and CI jobs via gitlab-mcp (auto-installs if missing).
aio-gitnexus
Install, configure, and manage the GitNexus code intelligence engine — index codebase, setup MCP, check status, troubleshoot, and document local git-hook auto-refresh for master-only workflows.
multai
Intelligent Multi-AI Router & Orchestrator. Submits prompts to 7 AI platforms simultaneously (or sequentially in Cowork) and synthesizes results. Supports two runtimes automatically detected at startup: • Code tab (Mac): Playwright/Browser-Use engine — parallel, full-featured • Cowork tab (Linux sandbox): Claude-in-Chrome MCP — sequential, zero-setup auth This skill is the PRIMARY ENTRY POINT for all research and multi-AI tasks. It reads the user's intent and routes to the correct specialist skill: - "landscape" / "market map" / "ecosystem" / "vendor landscape" / "market overview" / "competitive landscape" / "category survey" / "industry landscape" / "Gartner-style" → landscape-researcher skill - Product URL + research intent, specific product name + evaluate/benchmark/ research/analyze, "competitive intelligence", "capabilities report" → solution-researcher skill - "comparison matrix" / "add platform" / "update matrix" / "combo column" / "verify ticks" / "reorder matrix" → comparator skill - Any other multi-
-21risk-automation
Automate 21risk tasks via Rube MCP (Composio). Always search tools first for current schemas.
-2chat-automation
Automate 2chat tasks via Rube MCP (Composio). Always search tools first for current schemas.
ably-automation
Automate Ably tasks via Rube MCP (Composio). Always search tools first for current schemas.
abstract-automation
Automate Abstract tasks via Rube MCP (Composio). Always search tools first for current schemas.
abuselpdb-automation
Automate Abuselpdb tasks via Rube MCP (Composio). Always search tools first for current schemas.
abyssale-automation
Automate Abyssale tasks via Rube MCP (Composio). Always search tools first for current schemas.
accelo-automation
Automate Accelo tasks via Rube MCP (Composio). Always search tools first for current schemas.
accredible-certificates-automation
Automate Accredible Certificates tasks via Rube MCP (Composio). Always search tools first for current schemas.
acculynx-automation
Automate Acculynx tasks via Rube MCP (Composio). Always search tools first for current schemas.
active-campaign-automation
Automate ActiveCampaign tasks via Rube MCP (Composio). Always search tools first for current schemas.
addresszen-automation
Automate Addresszen tasks via Rube MCP (Composio). Always search tools first for current schemas.
adobe-automation
Automate Adobe tasks via Rube MCP (Composio). Always search tools first for current schemas.
agent-payment-x402
Add x402 payment execution to AI agents with per-task budgets, spending controls, and non-custodial wallets. Supports Base through agentwallet-sdk and X Layer through OKX Payments / OKX Agent Payments Protocol.
angular-developer
Generates Angular code and provides architectural guidance. Trigger when creating projects, components, or services, or for best practices on reactivity (signals, linkedSignal, resource), forms, dependency injection, routing, SSR, accessibility (ARIA), animations, styling (component styles, Tailwind CSS), testing, or CLI tooling.
automation-audit-ops
Evidence-first automation inventory and overlap audit workflow for ECC. Use when the user wants to know which jobs, hooks, connectors, MCP servers, or wrappers are live, broken, redundant, or missing before fixing anything.
autonomous-agent-harness
Transform Claude Code into a fully autonomous agent system with persistent memory, scheduled operations, computer use, and task queuing. Replaces standalone agent frameworks (Hermes, AutoGPT) by leveraging Claude Code's native crons, dispatch, MCP tools, and memory. Use when the user wants continuous autonomous operation, scheduled tasks, or a self-directing agent loop.
forge-setup
Configure per-repository default flags for /forge pipelines. Interactive setup that saves preferences to .specs/preferences.json.
skill-lookup
Search, retrieve, and install Agent Skills from the prompts.chat registry using MCP tools. Use when the user asks to find skills, browse skill catalogs, install a skill for Claude, or extend Claude's capabilities with reusable AI agent components.
analyzing-ransomware-leak-site-intelligence
Monitor and analyze ransomware group data leak sites (DLS) to track victim postings, extract threat intelligence on group tactics, and assess sector-specific ransomware risk for proactive defense.
cs-agile-product-owner
Agile product owner agent for epic breakdown, sprint planning, backlog refinement, and INVEST-compliant user story generation
performing-threat-modeling-with-owasp-threat-dragon
Use OWASP Threat Dragon to create data flow diagrams, identify threats using STRIDE and LINDDUN methodologies, and generate threat model reports for secure design review.
formlabs-prep
Prepare a Formlabs print scene from one or more STL/OBJ files and save it as a .form file, without sending to a printer. Use when the user wants to set up a print job for review or later printing, but doesn't want it sent to a printer yet. Lower-stakes companion to formlabs-print.
formlabs-print
End-to-end Formlabs print job preparation. Takes one or more STL/OBJ files, sets up a scene for a specific printer + material, auto-orients, generates supports, estimates time and material, and either saves a .form file or uploads the job to a printer. Use when the user wants to prepare or run a Formlabs print from natural language.
research
Research a topic across gopher-cli sources, read relevant documents, and save a structured summary to the vault
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
mcp-context-injection
Methodology for injecting malicious content into MCP tool return values and resource outputs to manipulate connected LLM agent behaviour. Covers cross-server propagation and multi-agent pipeline compromise.
mcp-rug-pull
Methodology for testing rug pull attacks against MCP servers — capability changes after initial attestation that the connected LLM cannot detect. Covers detection, reproduction, and impact assessment.
mcp-tool-poisoning
Expert methodology for testing Model Context Protocol tool poisoning vulnerabilities. Covers malicious tool description injection, cross-server propagation, and detection evasion. Developed alongside ContextGuard (ICCBI 2026) MCP security research.
kenny-add-capability
Step-by-step recipe to add a new remote-admin capability tool to kenny across contract, server, and agent. Use whenever adding or changing a tool like powershell_exec, fs_*, winget_*, diag_*, net_*.
slack-message
Draft team communications for Slack. Creates clear, actionable messages for different contexts.
agentganggang
Use AgentGangGang as a compare-first local MCP workspace during OpenClaw sessions.
pm-overview
Quick project health snapshot for PMs. One-screen summary of issues (status/priority/assignee), milestones, components, and recent activity. Trigger on: /pm-overview, 'overview of PROJ', 'how is project X', 'project health snapshot', 'project status quick'.
pm-risks
Risk radar for a Huly tracker project — surfaces overdue issues, at-risk milestones, unassigned high-priority work, stuck in-progress, bottlenecks, and over-budget items. Output only, no writes to Huly. Trigger on: /pm-risks, 'project risks', 'what's at risk', 'risk report for PROJ', 'PM risks', 'risk radar'.
pm-status-report
Comprehensive Huly project status report for stakeholders. Includes executive summary, key metrics, milestones, velocity trend, team performance, exhaustive task list grouped by component and broken down by status, bottlenecks, risks, quality, documentation, and recommendations. Trigger on: /pm-status-report, 'full project status', 'comprehensive status report', 'weekly status report', 'project report for PROJ', 'status report'.
standup
Daily standup digest for a Huly project team. Default is project-level: groups in-progress work, yesterday's logged time, and blockers per assignee — paste-ready for Slack. Trigger on: /standup, 'daily standup', 'team standup', 'what did the team do yesterday', 'standup for PROJ'.
pragmatic-laravel-layered-architecture
Use this skill for Laravel backend tasks where implementing, changing, or reviewing functionality requires architecture decisions. This skill defines the project's custom architectural approach and should be treated as the source of truth for architecture, layer placement, and responsibility boundaries. Use it when deciding where code belongs, how to split responsibilities, how to wire a use case end-to-end, or whether something should be a Controller, Form Request, MCP Tool, Action, Core class, Value Object, Data object, Enum, Model, Event, Listener, Job, Contract, Integration, or Provider.
icp-scoring
Score one account or a batch against the Living ICP. Uses both AI-native dimensions (Maturity, Data Residency, Spend Trajectory) and traditional filters. Outputs tier assignment + first-action recommendation per account.
signal-to-integration-pitch
Turn a fired signal into an integration-partnership pitch. For platform companies (Vercel, Cursor, Claude, Cloudflare, Linear, Slack, Notion) — pitch them to ship your tool inside their distribution. Constitution
weekly-drift-audit
Run weekly. Detects which context/ files are stale, which foundation-model events happened, which competitor moves matter, and drafts updates for human approval. Implements Living ICP's weekly cadence.
aelfscan-skill
AelfScan explorer data retrieval and analytics skill for agents.
context-packet
Design and build context-packet DAG pipelines — graph design, shell orchestration, MCP server integration, and programmatic TypeScript API. Use when creating AI agent workflows that pass context between nodes.
sf-knowledge-dataloader
Apply Salesforce knowledge and best practices for Data Loader Guide
dcf-model
Real DCF (Discounted Cash Flow) model creation for equity valuation. Retrieves financial data from SEC filings and analyst reports, builds comprehensive cash flow projections with proper WACC calculations, performs sensitivity analysis, and outputs professional Excel models with executive summaries. Use when users need to value a company using DCF methodology, request intrinsic value analysis, or ask for detailed financial modeling with growth projections and terminal value calculations.
situation-mining
Gather public data on a prospect, infer their worldview, and generate 3-4 diagnostic outbound angles that demonstrate understanding instead of pitching. The "diagnostic over promotional" anchor of Brite outbound. Triggers on situation mine, research for outreach, find angles for, diagnostic messaging for, worldview inference, research this prospect, what's going on at this company, hidden signals for, adjacent offering for, entity-specific angles. Hands off to creative-angles Deep Mode (same situation in context), email-copywriting (situation + offer posture), and launch-campaign (via copy artifact). Adapted from Revgrowth1/ai-gtm-workflows workflow 05 (MIT).
spoon-agent-development
Build AI agents with SpoonReactMCP. Use when creating custom agents, configuring tool chains, designing system prompts, or implementing concurrent agent patterns.
spoon-tool-development
Develop tools for SpoonOS agents. Use when creating custom tools, MCP servers, toolkit extensions, or configuring tool managers.
api-design-principles
Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, reviewing API specifications, or establishing API design standards.
architecture-patterns
Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use when architecting complex backend systems or refactoring existing applications for better maintainability.
brainstorming
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.
code-standards
Expert in code design standards including SOLID principles, Clean Code patterns (KISS, YAGNI, DRY, TDA), and pragmatic software design. **ALWAYS use when designing ANY classes/modules, implementing features, fixing bugs, refactoring code, or writing functions.** Use proactively to ensure proper design, separation of concerns, simplicity, and maintainability. Examples - "create class", "design module", "implement feature", "refactor code", "fix bug", "is this too complex", "apply SOLID", "keep it simple", "avoid over-engineering".
content-research
Research-first content creation optimized for both human readers and AI search engines (Claude, ChatGPT, Perplexity, Gemini). Creates authentic, authoritative content that becomes the go-to citation source for AI models answering user questions. Use this skill when: - Creating content that should appear in AI search results (Perplexity, ChatGPT, Claude) - Building topical authority to become THE source AI cites for a topic - Launching a new product and need compelling, citable content - Creating blog posts, articles, social media, or press releases - Need content that references real trends, people, and recent events - Want AI-assisted content that doesn't sound AI-generated - Creating thought leadership content in any industry Triggers: "create content for", "write about", "research and write", "find experts for", "content for launch", "blog post about", "article on", "press release for", "AI search", "show up in AI", "Perplexity", "be cited by AI"
e2e-testing-patterns
Master end-to-end testing with Playwright and Cypress to build reliable test suites that catch bugs, improve confidence, and enable fast deployment. Use when implementing E2E tests, debugging flaky tests, or establishing testing standards.
javascript-testing-patterns
Implement comprehensive testing strategies using Jest, Vitest, and Testing Library for unit tests, integration tests, and end-to-end testing with mocking, fixtures, and test-driven development. Use when writing JavaScript/TypeScript tests, setting up test infrastructure, or implementing TDD/BDD workflows.
paul-graham-wisdom
Apply Paul Graham's principles when exploring ideas, evaluating opportunities, building products, or making important decisions. Use this skill when brainstorming, validating ideas, planning ventures, thinking through problems, or needing a framework for clear thinking. Triggers include "evaluate this idea", "should I pursue this", "help me think through", "is this worth doing", "startup idea", "opportunity analysis", or any creative/strategic thinking task.
prompt-engineering-patterns
Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production. Use when optimizing prompts, improving LLM outputs, or designing production prompt templates.
python-testing-patterns
Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suites, or implementing testing best practices.
react-native-architecture
Build production React Native apps with Expo, navigation, native modules, offline sync, and cross-platform patterns. Use when developing mobile apps, implementing native integrations, or architecting React Native projects.
senior-architect
Comprehensive software architecture skill for designing scalable, maintainable systems using ReactJS, NextJS, NodeJS, Express, React Native, Swift, Kotlin, Flutter, Postgres, GraphQL, Go, Python. Includes architecture diagram generation, system design patterns, tech stack decision frameworks, and dependency analysis. Use when designing system architecture, making technical decisions, creating architecture diagrams, evaluating trade-offs, or defining integration patterns.
senior-devops
Comprehensive DevOps skill for CI/CD, infrastructure automation, containerization, and cloud platforms (AWS, GCP, Azure). Includes pipeline setup, infrastructure as code, deployment automation, and monitoring. Use when setting up pipelines, deploying applications, managing infrastructure, implementing monitoring, or optimizing deployment processes.
senior-frontend
Comprehensive frontend development skill for building modern, performant web applications using ReactJS, NextJS, TypeScript, Tailwind CSS. Includes component scaffolding, performance optimization, bundle analysis, and UI best practices. Use when developing frontend features, optimizing performance, implementing UI/UX designs, managing state, or reviewing frontend code.
sql-optimization-patterns
Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debugging slow queries, designing database schemas, or optimizing application performance.
systematic-debugging
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
test-driven-development
Use when implementing any feature or bugfix, before writing implementation code
orchestrator-mode
Use when the user says `/orchestrator-mode`, asks you to coordinate agents, or gives large multi-phase work needing parallel delegation, reviews, PRs, scratchpads, or handoffs. Inputs - project goal, repo context, Solo agents/processes, branch/worktree constraints, locked user decisions. Do not use for a direct small edit, a normal code review, or single-agent implementation; use focused coding/review skills instead. Produces delegation plan, agent briefs, monitoring protocol, review/merge routing, state hygiene rules. Escalate on unclear scope, product direction, merge authority, destructive cleanup, or tool availability. Delegates are Solo processes: prefer Solo MCP tools, falling back to the `solo` CLI only when MCP is unavailable - never the in-process Task/Agent tool.
db
Oracle Database guidance for SQL, PL/SQL, SQLcl, ORDS, administration, app development, performance, security, migrations, and agent-safe database workflows. Use when the user asks to write, edit, rewrite, review, format, debug, tune, or explain SQL; create or refactor PL/SQL; use SQLcl, Liquibase, ORDS, JDBC, node-oracledb, Python, Java, .NET, or database frameworks; troubleshoot queries, sessions, locks, waits, indexes, optimizer plans, AWR, ASH, migrations, schemas, users, roles, privileges, backup, recovery, Data Guard, RAC, multitenant, containers, monitoring, auditing, encryption, VPD, or safe agent database operations.
oracle-dba-advanced-features
USE THIS SKILL WHENEVER the user mentions Oracle Advanced Compression / OLTP / Advanced Row compression / ROW STORE COMPRESS ADVANCED, Hybrid Columnar Compression (HCC) / COLUMN STORE COMPRESS FOR QUERY|ARCHIVE / Exadata-qualified compression, Database In-Memory / INMEMORY / IM column store / INMEMORY_SIZE / V$IM_SEGMENTS / MEMCOMPRESS, Partitioning implementation / RANGE|LIST|HASH|INTERVAL|composite / partition add-drop- split-merge / heap-to-partitioned conversion / partitioning strategy, Oracle Sharding / GDSCTL / GSM / shard director / shardcatalog / sharded & duplicated tables / chunks, or Result Cache / RESULT_CACHE_MODE / RESULT_CACHE_MAX_SIZE / DBMS_RESULT_CACHE — EVEN IF they do not name the specific task. Covers (T1) compression/HCC/In-Memory/partition/ Result-Cache/sharding INVENTORY & advisor reports; (T2, --dry-run default) OLTP-compress enable/disable, HCC attribute set, In-Memory per-object enable/disable, partition add/ drop on an already-partitioned table, and Result Cache configure; and (T3,
oracle-dba-backup-and-recovery
USE THIS SKILL WHENEVER the user mentions RMAN, backups, restore, recover/recovery, Data Pump, expdp/impdp, archivelog, FRA / fast recovery area, retention policy, crosscheck, obsolete/expired backups, recovery catalog, control file or spfile autobackup, restore points, flashback, PITR / point-in-time recovery, TSPITR, block media recovery / block corruption, DR drills, cross-platform CONVERT, or any of the errors ORA-01578 (block corruption), ORA-19xxx (RMAN/backup I/O), or RMAN-xxxxx — EVEN IF they do not name the specific task. Covers scheduled RMAN full/incremental/archivelog backups, RMAN CONFIGURE, backup status monitoring and VALIDATE, crosscheck+delete within retention, recovery-catalog maintenance, Data Pump export/import, guaranteed restore point create/list/drop, and (plan-only, human-driven) recovery runbooks. Follows the oracle-dba-common contracts: SQLcl MCP saved connection dba_ai_conn, Oracle Wallet secrets (never plaintext), --dry-run defaults on T2, and tier gating (max self-execute = T2; al
oracle-dba-capacity-planning-reporting
USE THIS SKILL WHENEVER the user asks about capacity planning, capacity/sizing reviews, growth trend analysis or forecasting, "days to full" / "when will this tablespace fill", space-usage trend reports, database/instance status reports (daily/weekly health snapshot), resource-utilization reports (CPU / memory / IO / sessions / AAS), SLA / uptime / availability reporting, chargeback or showback / cost-allocation reporting, or a capacity-planning recommendation — EVEN IF they do not name the specific report. Covers the read-only reporting family (status, space-trend, resource, SLA, growth forecast, capacity recommendation, chargeback) plus the single additive daily space-metrics capture that feeds long-term forecasting. Follows the oracle-dba-common contracts: SQLcl MCP saved connection dba_ai_conn, Oracle Wallet secrets (never plaintext), --dry-run default on the one T2 mechanism, and tier gating (max self-execute = T2; all PROVISIONING and repo/structural DDL is T3 runbook).
oracle-dba-cloning-refresh-migration
USE THIS SKILL for ANY Oracle cloning, environment refresh, or migration request — even when the user does NOT name the task or tool. Covers: RMAN DUPLICATE / database clone, PDB clone & refreshable clones (hot/remote-over-DB-link), snapshot / storage (ASM/NFS/array) clones via hot-backup mode, Data Pump schema refresh (impdp REMAP), test/dev refresh orchestration + non-prod data masking/subsetting, classic transportable tablespaces (TTS), cross-platform transportable tablespaces (XTTS) + endian conversion, Zero Downtime Migration (ZDM) to cloud, and heterogeneous (non-Oracle Gateway / HS / GoldenGate-staging) migration readiness. TRIGGER on symptoms and codes too: "clone prod to test", "refresh QA from prod", "duplicate the database", "stand up a copy", "move to OCI/cloud", "go-live cutover", "transport these tablespaces", "different endian platform", "mask PII in the copy"; and on ORA-19505 / ORA-19625 (DUPLICATE file issues), ORA-65261/65000 (refreshable PDB), ORA-39001/39002/ 39082/39083/31626/31693 (Data
oracle-dba-cloud-autonomous-oci
USE THIS SKILL WHENEVER the user mentions Oracle Cloud / OCI, Autonomous Database (ADB / ATP / ADW / AJD / APEX), Autonomous DB monitoring or auto-patching, OCI Base Database Service / DB systems, cloud-managed backups / backup retention / long-term backups, ECPU/OCPU or storage auto-scaling, OCI IAM / database-access policy, the OCI CLI (`oci db ...`, `oci iam ...`), Exadata Cloud@Customer (ExaCC) / ExaDB-C / VM clusters, or cloud migration via Zero Downtime Migration (ZDM / zdmcli) or the OCI Database Migration Service (DMS) — EVEN IF they do not name the specific task. Covers Autonomous DB & Base DB provisioning (T2, dry-run-default), cloud backup configuration, auto-scaling configuration, OCI IAM policy-as-code (create/update), read-only ADB health and auto-patch monitoring, and the (plan-only, human-driven) Tier-3 runbooks for ExaCC management and cloud migration. Follows the oracle-dba-common contracts: SQLcl MCP saved connection dba_ai_conn for in-DB work, OCI CLI for control-plane host ops, Oracle Wal
oracle-dba-common
MANDATORY shared foundation for EVERY oracle-dba skill. Import this BEFORE writing or running any DBA task. It is the single source of truth for: the SQLcl MCP connection contract (saved named connection "dba_ai_conn" only — never SYS/SYSTEM, never hardcoded creds), secret resolution from the Oracle Wallet / external password store (NO plaintext in argv/env/files EVER), the structured logging contract and canonical log paths, the exit-code convention (0=ok, documented non-zero codes), and the risk-tier banner + autonomy policy (T1 observe / T2 reversible-with-dry-run / T3 destructive-runbook-only). Do NOT reinvent connection, logging, dry-run, or approval-token logic in any other skill — source _common/scripts/lib.sh or lib.ps1 and follow this contract verbatim.
oracle-dba-data-guard-disaster-recovery
USE THIS SKILL for ANY Oracle Data Guard / standby / disaster-recovery / HA request - EVEN IF the user does not name the task. Triggers: physical/standby database, redo transport & apply, apply/transport LAG, archive/redo GAP, switchover, FAILOVER, reinstate failed primary, standby build/rebuild (RMAN active duplicate), Active Data Guard / real-time query / DML redirect, Fast-Start Failover (FSFO) + observer, snapshot standby, cascaded standby, Data Guard broker (dgmgrl), protection modes (Max Protection/Availability/ Performance), Far Sync, role-based services. Symptoms: "standby is behind", "apply stopped", "MRP not running", "redo not shipping", "lost the primary", "DR site", "promote standby". Error codes: ORA-16xxx broker/DG family (ORA-16700/16766/16778/16789/16809/16810/16664/16661 reinstate, ORA-16143/16131), ORA-01153, ORA-19909 (standby_became_primary), ORA-00752, RMAN-05xxx during DUPLICATE ... FOR STANDBY, CRS-xxxx when srvctl relocates DG services. Follows oracle-dba-common contracts: in-DB work
oracle-dba-decommissioning-lifecycle-end
USE THIS SKILL WHENEVER the user is retiring, decommissioning, sunsetting, parking, or ending the life of an Oracle database, PDB, schema, or instance - EVEN IF they do not name the specific task. Covers the FINAL backup before decommission (RMAN KEEP archival), orderly database shutdown / park (SHUTDOWN IMMEDIATE / srvctl stop), schema / object cleanup (reversible ACCOUNT LOCK + PASSWORD EXPIRE quarantine, and the irreversible DROP USER runbook), license / inventory reclamation evidence, data archival & retention compliance (logical archive export + ILM / Flashback Data Archive posture + governed purge), and secure data destruction (TDE crypto-erase / OS secure wipe / media shred). Trigger phrases: "decommission", "retire / sunset the database", "shut down for good", "park the DB", "drop the database / schema", "data destruction / sanitize / wipe", "retention / legal hold at end of life", "reclaim the license", "end of life", "tear down". Follows the oracle-dba-common contracts: SQLcl MCP saved connection db
oracle-dba-enterprise-manager-oem-tooling
USE THIS SKILL WHENEVER the user mentions Oracle Enterprise Manager (OEM), Cloud Control, EM 13.5 / EM 24ai, the OMS (Oracle Management Service), the Management Repository / SYSMAN schema, emcli or emctl, a management agent, OEM targets, blackouts, monitoring templates, metric/threshold templates, OEM repository administration, or an OEM / Cloud Control upgrade — EVEN IF they do not name the specific task. Covers OEM target/agent management (add/sync/relocate/remove), blackout management (create/stop), monitoring template management (export/create/apply/delete), repository administration (status, SYSMAN stats gather, pause/resume repository collection jobs), and the plan-only Tier-3 OEM/Cloud Control upgrade + repository DR + destructive-repo runbooks. Follows the oracle-dba-common contracts: SQLcl MCP saved connection dba_ai_conn, Oracle Wallet secrets (never plaintext), --dry-run defaults on T2, and tier gating (max self-execute = T2; the OEM upgrade and destructive repository ops are T3).
oracle-dba-exadata-engineered-systems
USE THIS SKILL WHENEVER the user mentions Exadata, Exadata Database Machine, Engineered Systems, storage cells / cellcli / dcli / griddisk / celldisk / physicaldisk, Smart Scan / cell offload / storage index, Exadata Smart Flash Cache / flash log / CELL_FLASH_CACHE, IORM / IO Resource Manager / IORMPLAN, exachk / AHF / TFA on Exadata, patchmgr / Exadata patching (cells, RoCE/InfiniBand switches, compute/db nodes, image/RU), Exadata expansion / rack scale-out / add cells / ASM rebalance on Exadata, Exadata Cloud@Customer storage cells, or Exadata-side ASM disk-group / failgroup work — EVEN IF they do not name the specific task. Covers (T1) exachk/AHF health + in-DB cell visibility, cell-status LIST, IORM/DBRM read, Smart Scan / flash / expansion diagnostics; (T2, --dry-run default) patchmgr PRECHECK, in-DB DBRM plan activation, and the CELL_FLASH_CACHE segment hint; and (T3, runbook-only) cell/switch/compute patch APPLY, storage-cell management, cell IORMPLAN configuration, cell flash-cache tuning, and rack ex
oracle-dba-flashback-technologies
USE THIS SKILL WHENEVER the user mentions Oracle Flashback in any form — Flashback Query / AS OF, Flashback Version Query / VERSIONS BETWEEN, Flashback Table, Flashback Drop / recyclebin / "undrop" a dropped table, Flashback Transaction / TRANSACTION_BACKOUT / backing out a committed transaction, restore points (normal or GUARANTEE FLASHBACK DATABASE), Flashback Data Archive / FDA / "Total Recall" / long-term row history, or Flashback Database / FLASHBACK DATABASE TO RESTORE POINT / rewinding the whole database — EVEN IF they do not name the exact task. Also triggers on undo-based "get the old rows back", "recover a dropped/truncated table without a restore", or errors ORA-01555 (snapshot too old), ORA-08180 (no snapshot at this time), ORA-38xxx (flashback/restore point), ORA-55xxx (flashback archive / transaction backout). Covers read-only inspection (Flashback Query/Version Query, recyclebin/FDA/restore-point listing), reversible T2 recovery (Flashback Table, Flashback Drop undrop, Flashback Transaction bac
oracle-dba-goldengate-replication
USE THIS for ANY Oracle GoldenGate / logical-replication / materialized-view replication request - EVEN IF the user does not name a task or tool. Covers Extract / Replicat / Distribution-path / Manager status, START/STOP/RESTART, replication LAG (Integrated apply latency, capture latency, heartbeat lag), the automatic heartbeat table (ADD HEARTBEATTABLE / GG_LAG / GGS_HEARTBEAT), trail-file inventory + purge/retention, initial-load (instantiation SCN, HANDLECOLLISIONS, AFTERCSN, expdp/impdp parfiles), supplemental-logging readiness, Conflict Detection & Resolution (CDR / COMPARECOLS / RESOLVECONFLICT), logical-replication troubleshooting (missing rows, lag, ABENDED process), and materialized-view replication refresh/staleness. Trigger on symptoms too: "replication is behind / lagging", "rows not arriving on target", "Extract abended", "Replicat stopped", "OGG-xxxxx", "ggsci / adminclient", "trail files filling the disk", "heartbeat stale", "MV won't refresh", "ORA-26xxx" (LogMiner / Streams / GoldenGate apply
oracle-dba-job-scheduling-automation
USE THIS SKILL WHENEVER the user mentions DBMS_SCHEDULER, the Oracle Scheduler, scheduler jobs / programs / schedules / job classes / windows, job CHAINS, external (OS-executable) jobs, scheduler CREDENTIALS, calendaring repeat_interval strings, cron jobs or Windows Task Scheduler that drive Oracle work, BROKEN / FAILED / stuck scheduler jobs, rescheduling a job, "run a job now" / STOP_JOB / RUN_JOB, job-log retention/purge, or migrating a legacy DBMS_JOB — EVEN IF they do not name the specific task. Covers scheduler + OS-cron job MONITORING (T1), DBMS_SCHEDULER and external job CREATION, RESCHEDULING, job-chain configuration, and job-failure diagnose+remediate (T2, dry-run default), plus the plan-only Tier-3 runbooks for drops / forced runs / complex chains / credential creation / log purge / DBMS_JOB migration. Follows the oracle-dba-common contracts: SQLcl MCP saved connection dba_ai_conn, Oracle Wallet secrets (never plaintext, never SYS/SYSTEM by default), --dry-run defaults on T2, and tier gating (max s
oracle-dba-monitoring-alerting
USE THIS SKILL WHENEVER the user mentions database monitoring, alerting, health checks, up/down or availability monitoring, listener status, alert log errors, tablespace / temp / undo / ASM / FRA space usage, archivelog generation rate, session or connection counts, blocking locks, long-running queries, datafile/tablespace offline status, invalid objects, failed logins, scheduler or cron job failures, backup success/failure monitoring, Data Guard transport/apply lag, RAC node/instance monitoring, host CPU/memory/IO, alert acknowledgment / ticket creation, custom metric or threshold tuning, OEM agent deployment, or monitoring template / metric-extension setup — EVEN IF they do not name the specific check. Also fires on ORA-19809/ORA-19804 (FRA full), ORA-00257 (archiver stuck), "MRP0 not running", "apply lag", "TNS-12541/12514 listener", "node eviction", or "tablespace 9x% full". Every self-executing check is read-only T1 (observe); threshold tuning, OEM agent deploy, metric-extension setup and ITSM ticketing
oracle-dba-multitenant-cdb-pdb
USE THIS SKILL WHENEVER the user mentions multitenant, container database / CDB, pluggable database / PDB, CDB$ROOT, PDB$SEED, open/close a PDB, PDB open mode (READ WRITE / READ ONLY / MOUNTED / RESTRICTED), SAVE STATE / DISCARD STATE, PDB clone or snapshot copy, PDB unplug / plug / manifest (.xml/.pdb), PDB relocation, CDB resource plan / inter-PDB shares, lockdown profile / PDB_LOCKDOWN, application container / application root / application PDB, PDB_PLUG_IN_VIOLATIONS, or the related views V$PDBS / CDB_PDBS / DBA_PDB_SAVED_STATES — EVEN IF they do not name the specific task. Covers PDB status monitoring, PDB open/close, save/discard state, local clone & snapshot copy, unplug-to-manifest, CDB-level Resource Manager configuration, lockdown profile rules + assignment, and the plan-only Tier-3 runbooks for PDB relocation, application-container management, plug, drop, and lockdown-profile drop. Follows the oracle-dba-common contracts: SQLcl MCP saved connection dba_ai_conn, Oracle Wallet secrets (never plaintex
oracle-dba-networking-connectivity
USE THIS SKILL WHENEVER the user mentions the Oracle listener (lsnrctl, listener.ora, listener restart/reload/start/stop, static vs dynamic registration), tnsnames.ora / sqlnet.ora / EZConnect, tnsping, service registration (ALTER SYSTEM REGISTER, service_names, local_listener/remote_listener, PMON/LREG), connectivity testing or "cannot connect to the database", Connection Manager (CMAN), SDU / SEND_BUF / RECV_BUF / network throughput tuning, or ANY of the connection errors ORA-12541 (no listener), ORA-12514 (unknown service), ORA-12505 (unknown SID), ORA-12516/12519/12520 (no handler), ORA-12170 (TNS timeout), ORA-12537/12547 (lost contact), ORA-12560 (protocol adapter), or TNS-03505 (cannot resolve name) — EVEN IF they do not name the specific task. Covers listener lifecycle, listener.ora + tnsnames.ora maintenance, static/dynamic service registration, layered ORA-12xxx diagnosis, and the plan-only Tier-3 runbooks for CMAN setup and network performance/SDU/buffer tuning. Follows the oracle-dba-common contra
oracle-dba-patching-upgrades
USE THIS SKILL WHENEVER the user mentions patching or upgrading Oracle: Release Updates (RU/RUR), one-off / interim patches, OPatch / opatchauto / datapatch, OJVM patches, patch conflicts / merge / napply / superset patches, patch rollback, Grid Infrastructure (GI) patching, rolling RAC patching, Data Guard standby-first patching, OS / host patch and reboot coordination, DST / time-zone file upgrades, database version upgrades (19c -> 23ai), AutoUpgrade (autoupgrade.jar analyze/fixups/deploy), DBUA / manual catupgrd, Fleet Patching & Provisioning (FPP / rhpctl), or cross-version / out-of-place migration — EVEN IF they do not name the specific tool. Covers read-only patch/upgrade observability and readiness reports, OPatch prereq/conflict analysis, datapatch SQL reconcile (+ rollback note), DST PREPARE analysis, AutoUpgrade analyze/fixups, OS-patch quiesce/resume coordination, and the plan-only Tier-3 runbooks for every destructive apply/upgrade/migration. Follows the oracle-dba-common contracts: SQLcl MCP sav
oracle-dba-performance-tuning-diagnostics
USE THIS SKILL WHENEVER the user mentions database is slow / hung / high CPU, performance tuning, SQL tuning, execution plan / explain plan, AWR / ADDM / ASH, SQL Tuning Advisor, SQL profile, SQL plan baseline (SPM), SPA / SQL Performance Analyzer, optimizer statistics / DBMS_STATS / histograms / data skew, top SQL / resource consumers, blocking locks / runaway / kill session, wait event / wait class analysis, latch / mutex / "cursor: pin S" / "cache buffers chains" contention, SGA / PGA / memory tuning, optimizer parameters (optimizer_*, cursor_sharing, OFE), parallel execution / PX downgrades, real-time SQL monitoring, Database Replay (RAT / workload capture & replay), partitioning strategy, or any of the symptoms/errors ORA-04031 (shared pool), ORA-04030 (PGA), ORA-00060 (deadlock), ORA-01555 (snapshot too old), "log file sync", "db file sequential/scattered read", "library cache" / "row cache" lock — EVEN IF they do not name a specific task or tool. Covers L1 triage, L1/L2 read-only diagnostics (AWR/ADDM/
oracle-dba-provisioning-installation-configuration
USE THIS SKILL WHENEVER the user mentions provisioning or installing Oracle, an RDBMS or Grid Infrastructure (GI) binary install, runInstaller / gridSetup / root.sh, ASM disk groups / CREATE DISKGROUP / +ASM, creating a database (DBCA silent/template or custom CREATE DATABASE), multitenant CDB creation, PDB creation / CREATE PLUGGABLE DATABASE, listeners / listener.ora / lsnrctl, tnsnames.ora / sqlnet.ora / tnsping, init or spfile parameters / ALTER SYSTEM SET / pfile, a parameter baseline or fleet standardization, character set / NLS / AL32UTF8, database links / CREATE DATABASE LINK, directory objects / CREATE DIRECTORY, default or temp tablespace configuration, or block size / storage standards — EVEN IF they do not name the exact task. Covers Oracle 19c and 23ai, EE, single_instance and Data Guard, on-prem. Follows the oracle-dba-common contracts: SQLcl MCP saved connection dba_ai_conn, Oracle Wallet secrets (never plaintext, never SYS/SYSTEM unless a runbook needs SYSDBA), --dry-run defaults on T2, and ti
oracle-dba-rac-high-availability
USE THIS SKILL WHENEVER the user mentions RAC, Real Application Clusters, Grid Infrastructure / GI, Clusterware, CRS, OHASD, crsctl / srvctl / olsnodes / cluvfy, OCR (Oracle Cluster Registry) or voting disk, SCAN / SCAN listener, node VIP, cluster interconnect / private network / Cache Fusion / GCS / GES, node eviction or split-brain or reboot/fence, instance start/stop on a cluster, cluster-managed database SERVICES, TAF / Transparent Application Failover, Application Continuity (AC) / FAN / ONS / FCF, connection or runtime load balancing (CLB / RLB), policy-managed vs admin-managed databases, or ANY of the codes CRS-xxxx, ORA-29740 (eviction/reconfiguration), ORA-481/ORA-29702 (CSS/clusterware), ORA-12545/ORA-12516 (SCAN/listener), or "gc blocks lost" / high "gc cr/current block receive time" — EVEN IF they do not name a specific task or tool. Covers read-only cluster/interconnect/service/eviction diagnostics, OCR manual backup, RAC instance and service start/stop/relocate, VIP & SCAN runtime ops, SCAN port
oracle-dba-routine-maintenance
USE THIS SKILL WHENEVER the user mentions routine / housekeeping DBA maintenance: recompiling INVALID objects (utlrp / UTL_RECOMP), purging old trace / alert / incident files (ADR / adrci), the standard daily/weekly health-check report, sequence cache tuning (row-cache / SQ enqueue / "sequence" waits), index rebuild / coalesce, partition add / drop / split / merge maintenance, materialized-view refresh, PURGE RECYCLEBIN, AWR snapshot / retention management, optimizer stats-history purge, or Unified/standard audit-trail purge (DBMS_AUDIT_MGMT) — EVEN IF they do not name the specific task. Covers Oracle 19c and 23ai, EE, single-instance and Data Guard, on-prem. Follows the oracle-dba-common contracts: in-DB work via the SQLcl MCP saved connection dba_ai_conn, Oracle Wallet secrets (never plaintext, never SYS/SYSTEM), --dry-run default on every T2 script (explicit --execute to act), structured logging, and tier gating (max self-execute = T2; structural DROP/SPLIT/MERGE/EXCHANGE and big segment moves are T3 runbo
oracle-dba-security-encryption-auditing
USE THIS SKILL WHENEVER the user mentions Oracle security, auditing, encryption, TDE / Transparent Data Encryption, wallet / keystore / TDE key rotation, ADMINISTER KEY MANAGEMENT, Unified or Standard/traditional auditing, audit policies, AUDIT/NOAUDIT, audit trail / AUD$ / UNIFIED_AUDIT_TRAIL / audit purge, failed-login or security-event review, CIS / STIG / security baseline / hardening, default passwords, privilege analysis (DBMS_PRIVILEGE_CAPTURE) / least privilege / unused privileges, sensitive-data discovery / PII, Data Redaction, Virtual Private Database (VPD / DBMS_RLS / row-level security), Database Vault, Audit Vault & Database Firewall (AVDF), network encryption (TLS / SSL / native / sqlnet.ora), security CVE / Critical Patch Update / datapatch, or errors like ORA-28365 (wallet not open), ORA-46630 / ORA-46658 (keystore), ORA-01017 (bad credential) — EVEN IF they do not name the specific task. Covers audit reporting, security-event review, Unified Audit configuration, bounded audit-trail purge, CIS
oracle-dba-storage
USE THIS SKILL for ANY Oracle space & storage request — tablespaces (create, add datafile, resize, bigfile), temp/undo sizing & retention, segment/table reorganization, tablespace defragmentation, ASM disk add/drop/rebalance, archive log / FRA / diag-trace / listener-log space reclamation, and segment/datafile shrink or storage-tiering (ILM/ADO) design. Invoke whenever the user mentions "out of space", ORA-01653/ORA-01654/ORA-01688/ORA-30036/ORA-39171, "tablespace full", "FRA full", "archive destination full", "shrink", "reclaim", "defrag", "rebalance", or capacity planning for storage. Follows oracle-dba-common contracts: SQLcl saved connection dba_ai_conn (wallet secrets — never plaintext), --dry-run default for all T2+ actions (--execute to act), full structured logging, and tier gating (T3 is runbook-only + human approval token). When in doubt, runbook.
oracle-dba-super
USE FOR ANY Oracle Database request — whether to UNDERSTAND/DESIGN/WRITE (knowledge) or to OPERATE/CHANGE/RECOVER a database (action). Covers SQL & PL/SQL authoring, tuning, schema design, migrations (from PostgreSQL/MySQL/SQL Server/Mongo/Snowflake), JDBC & frameworks, ORDS, SQLcl/MCP, AND full DBA operations: provisioning, backup & recovery (RMAN/Data Pump), patching & upgrades, RAC, Data Guard, GoldenGate, performance/AWR/ASH, space/ASM, users/ roles/privileges, security/TDE/auditing, PDB/multitenant, monitoring/alerting, jobs, flashback, capacity, networking/listener, cloning/refresh, Exadata, OEM, OCI/Autonomous, decommissioning, and ANY ORA-/RMAN-/CRS- error. Trigger even if the user does not name a task or tool. This is the MASTER ROUTER: it sends knowledge questions to the vendored Oracle knowledge base and operational requests to the right tier-gated action domain, always loading the agent-safety patterns and enforcing the autonomy policy (T1 self-exec / T2 dry-run+execute / T3 runbook + human approv
context-mode
Context-mode is an MCP server plugin that reduces context window usage by ~98% through sandboxed tool routing. MUST be applied whenever Claude is running inside a context-mode-enabled session — it is not optional. Trigger when: context-mode MCP server is present in the session; running Bash commands that produce more than 20 lines of output; reading files for analysis; fetching web pages and searching them; batch execution of multiple queries; or when you need to prevent raw tool outputs from flooding the context window. Key capabilities: routes Bash to ctx_execute / ctx_batch_execute (captures output, prevents bloat); routes Read to ctx_execute_file (raw content never enters context); routes WebFetch to ctx_fetch_and_index then ctx_search (fetch once, query indexed content on demand); enforces strict output rules (under 500 words, write artifacts to files, return only path + 1-line description). Ideal for: working in long-running sessions with large codebases; running multi-step debugging workflows that prod
invariant-test
Verify the CVE-derived invariants in .kuzushi/threat-intel.json against the code, using the tree-sitter taint MCP tools (and codeql/joern if available). Writes .kuzushi/invariant-results.json with hold / violated / needs-review verdicts. Requires /threat-intel to have run first.
rule-synth
Synthesize CodeQL queries / Joern scripts from confirmed findings — the heavy semantic engines /semgrep-rule (Semgrep-only) doesn't cover. The rule-synthesist agent writes a tight rule per seed; the host runs a native compile → fire-on-seed → repo-run → precision gate and persists only validated rules into a digest-attested pack under .kuzushi/rules/{codeql,joern}/, promoting new matches as candidate leads. Needs a confirmed finding + a built CodeQL DB / Joern CPG.
sast
Semgrep-driven SAST pass — scan the repo with semgrep, then triage each hit against the source as finding / candidate / rejected (scanner hits are leads, not findings). Promotes the kept ones into .kuzushi/findings.json (source "sast"). Needs semgrep installed.
google-calendar-automation
Automate Google Calendar events, scheduling, availability checks, and attendee management via Rube MCP (Composio). Create events, find free slots, manage attendees, and list calendars programmatica...
pmo-skill-refiner
Creates and refines PMO-platform skills by wrapping an Anthropic scaffolding skill (default: anthropic-skills:skill-creator) with a PMO refinement layer. Captures intent via Interview mode (methodology, failure modes, dependencies, reversibility, trigger evidence), delegates commodity scaffolding to the Anthropic skill, then injects PMO-platform fields into the produced SKILL.md (delivery_approach, output-contract stub, dependency-graph node, evidence- quality protocol, failure-mode discipline, Principal Standard checklist, reversibility declaration). Runs the preserved eval harness from skill-creator (variance analysis, description-trigger optimization, blind A/B comparison, cross-skill false-positive detection). For modifying EXISTING PMO skills, coordinates with pmo-skill-editor. Use when the user wants to create a new PMO skill or iterate on an existing skill's eval/description/trigger set.
azure-networking
Configure Azure VNet, NSG, Load Balancer, and network topology.
syncing-testlink
Syncs test cases from a project folder into TestLink by creating test suites, importing test cases with HTML formatting, building a test plan, and assigning cases. Use when a QA engineer wants to sync TestLink, import to TestLink, upload test cases, or push test cases to TestLink.
slack-summaries
Summarise your Slack activity, surface unanswered messages, and identify what you need to respond to
pairwave
Collaborate live with another person's Claude Code over a shared, end-to-end-encrypted Pairwave channel. Use when two people work on the same project and need to exchange context, code, decisions, or action requests without copy-pasting between their AIs. Invoke as /pairwave. Handles SAS verification, charter bootstrap, turn-taking, safe code sharing, permissions, the shared brain, summaries, live mode, and resuming from a handoff.
lean-context
Use to keep context lean. Read only what you need. Compress aggressively.
mcp-builder
Use when building a new MCP server. Covers stdio vs HTTP, tool schema, error handling.
using-context7
Use when working with any library/framework/SDK to fetch current docs. Beats training-data memory which is stale.
using-sequential-thinking
Use for complex multi-step reasoning where you need to think out loud, revise, branch.
lean-context
Use to keep context lean. Read only what you need. Compress aggressively.
mcp-builder
Use when building a new MCP server. Covers stdio vs HTTP, tool schema, error handling.
using-context7
Use when working with any library/framework/SDK to fetch current docs. Beats training-data memory which is stale.
using-sequential-thinking
Use for complex multi-step reasoning where you need to think out loud, revise, branch.
linkedin-mcp
Read LinkedIn DMs/threads, look up people and company profiles, search and inspect job postings, and send messages or connection requests via the linkedin MCP server. Use when the user asks to check LinkedIn messages/inbox, read a conversation, search messages, look up a profile or company, search jobs, send a LinkedIn DM, or send/accept a connection request.
google-calendar-automation
Automate Google Calendar events, scheduling, availability checks, and attendee management via Rube MCP (Composio). Create events, find free slots, manage attendees, and list calendars programmatica...
super-geo-agent-readiness
Generative Engine Optimization plus agent readiness. Use this skill whenever the user asks about GEO, AEO, LLMO, optimizing content for AI search engines (ChatGPT, Perplexity, Google AI Overviews, Claude, Gemini, Copilot), getting cited by LLMs, brand mentions in AI responses, llms.txt, robots.txt for AI crawlers, Schema.org JSON-LD, FAST framework, agent readiness, MCP server discovery, Web Bot Auth, OAuth for agents, API Catalog, agentic commerce (x402, ACP, UCP), Markdown content negotiation, or auditing a site or page for AI visibility. Also trigger when the user says "AI SEO", asks how to "rank in ChatGPT", "show up in Perplexity", "appear in AI Overviews", or wants a site to "speak to AI agents". Trigger even when the request is implicit, such as "review this article so AI search picks it up" or "make our docs agent-friendly".
repo-bootstrap
Bootstrap a new repository structure after onboarding conversation. Use when user says "scaffold the repo", "create the directory structure", "let's scaffold", "hydrate the repo", "write the READMEs", or "flesh out the templates". Two phases — scaffold (create directories + placeholders) and hydrate (write content).
kazakh-coach
Personal Kazakh-language coach. Subcommands: status | diagnose | practice | update | profile.
discover
Show ClaudeHut plugin status — active task, current phase, detected stack, loaded skills/agents/rules/hooks, integration backends (Understand-Anything, Graphify), and MCP server status. Run via /claudehut:discover when you need to know what the plugin is doing right now.
n8n-mcp-tools-expert
Expert guide for using n8n-mcp MCP tools effectively. Use when searching for nodes, validating configurations, accessing templates, managing workflows, or using any n8n-mcp tool. Provides tool selection guidance, parameter formats, and common patterns.
celesteops-review
Use when the user asks an agent to review specs, plans, notes, pending approvals, or content tracked in CelesteOps. Prefer the CelesteOps MCP tools when available; start from the pending-review queue or project rollups, read linked documents and tasks for context, summarize decision points, and only change review state when the user explicitly asks.
celesteops-tasks
Use when reading, creating, or updating tasks and documents in CelesteOps, a local-first task planner that doubles as a cross-repo message board for AI agents. Triggers include "check CelesteOps", "what tasks for <repo>", "create a task in CelesteOps", "update task X", "leave a note for the <other-repo> agent", or any reference to "the task planner". Reach it via the celeste-ops MCP tools, or HTTP at http://127.0.0.1:43121.
health
Run when Claude feels off, ignores rules, or hooks/MCP need auditing.
coldbox-cli
Use this skill when using the ColdBox CLI (CommandBox module) to scaffold applications, generate handlers, models, services, views, layouts, interceptors, modules, ORM artifacts, tests, or manage AI integration. Covers all `coldbox create` commands, language flags (BoxLang vs CFML), app skeleton selection, feature flags (--docker, --vite, --rest, --migrations, --ai), template token patterns, layout detection, and AI integration sub-commands.
analytics
Campaign and outreach analytics skill. Use this skill when the user wants to view performance metrics, campaign statistics, or analyze outreach effectiveness. Provides insights on email open rates, response rates, and platform engagement.
content-marketing
Content marketing and creation skill. Use this skill when the user wants to create blog posts, social media content, content calendars, or research trending topics. Integrates with Exa AI for content research and trend analysis.
discovery-engine
Find relevant people for outreach using Exa AI search capabilities. Supports LinkedIn search, company research, and cross-platform profile discovery. Use this skill when the user wants to find people based on topics, roles, companies, or industries.
apify-status
Shows current Apify/mcpc session state and run cost history. Use when the user asks about their Apify usage, mcpc session status, costs, or wants to see what actors were run recently.
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
abuselpdb-automation
Automate Abuselpdb tasks via Rube MCP (Composio). Always search tools first for current schemas.
aif
Set up Claude Code context for a project. Analyzes tech stack, installs relevant skills from skills.sh, generates custom skills, and configures MCP servers. Use when starting new project, setting up AI context, or asking "set up project", "configure AI", "what skills do I need".
atlassian-mcp
Use the Atlassian MCP Server to interact with JIRA from coding agents (Cursor, Claude Code). This skill documents how to use the official Atlassian MCP server for JIRA and Confluence operations. Enable this MCP server in your Cursor/Claude Code settings for JIRA access.
capsule-crm-automation
Automate Capsule CRM operations -- manage contacts (parties), run structured filter queries, track tasks and projects, log entries, and handle organizations -- using natural language through the Composio MCP integration.
fastapi-workflow
Docs-first development workflow for Python + FastAPI + Pydantic v2 projects with async APIs, dependency injection, and SQLAlchemy. Fetches current documentation via MCP before any implementation. Use when building or modifying FastAPI backends, API endpoints, Pydantic models, or database operations. Trigger phrases - "fastapi", "python api", "backend api", "pydantic", "sqlalchemy", "async api", "dependency injection". NOT for frontend work (use frontend-app/frontend-lp) or non-Python backends.
ip2location-io-automation
Automate Ip2location IO tasks via Rube MCP (Composio). Always search tools first for current schemas.
setup-asdlc
Initialize a repository for ASDLC adoption with AGENTS.md and directory structure
sync
Fast save-point: sync all session-context files and MEMORY.md with current progress. Zero questions, zero delay. Use when user says /sync, save progress, save state, sync context, or /sync --full for capability inventory.
tla-review
Comprehensive TLA+ specification review with checklist and automated validation
collect-evidence
Collects the actual content of all evidence sources identified in a PR's Evidence Bundle Manifest and produces a structured Evidence Bundle. Stage B step 1 — transforms identifier references into full content for downstream candidate extraction. Called by batch-refine orchestrator per PR.
omakase-chef
Proactive Claude skill discovery and onboarding. Trigger at the start of a new session or project, when the user asks "what should I do/install/use", when no skills are installed yet, or when the user repeats a manual task 3+ times. Observe quietly, serve one precise recommendation, install on approval, and guide the user to use it immediately — in this same session. Never show a menu. Bundled with the claude-omakase MCP server.
axon
Use whenever the user wants to crawl, scrape, or extract a website; ingest a GitHub repo, Reddit, YouTube, or local AI sessions; embed content into Qdrant; run semantic search; ask grounded RAG questions; or manage axon's async job queues. Also use when the user mentions axon, the crawler, hybrid search, Qdrant, Tavily, or the MCP tool surface.
axon-rag-synthesize
RAG synthesis prompt for axon ask — source-grounded, depth-adaptive, injection-hardened. Loaded at runtime by src/vector/ops/commands/ask/synthesis_prompt.rs.
ship-runtime
Use when working on Ship's runtime internals — the daemon (shipd), supervisor, service mesh, PTY bridge, event system, and database layer.
backlog-grooming-assistant
Execute backlog grooming assistant operations. Auto-activating skill for Enterprise Workflows. Triggers on: backlog grooming assistant, backlog grooming assistant Part of the Enterprise Workflows skill category. Use when working with backlog grooming assistant functionality. Trigger with phrases like "backlog grooming assistant", "backlog assistant", "backlog".
analyze
Answer data questions -- from quick lookups to full analyses. Use when looking up a single metric, investigating what's driving a trend or drop, comparing segments over time, or preparing a formal data report for stakeholders.
explore-data
Profile and explore a dataset to understand its shape, quality, and patterns. Use when encountering a new table or file, checking null rates and column distributions, spotting data quality issues like duplicates or suspicious values, or deciding which dimensions and metrics to analyze.
write-query
Write optimized SQL for your dialect with best practices. Use when translating a natural-language data need into SQL, building a multi-CTE query with joins and aggregations, optimizing a query against a large partitioned table, or getting dialect-specific syntax for Snowflake, BigQuery, Postgres, etc.
kling-prompting
Kling V3 (Standard / Pro / Master 4K / Omni multi-shot) prompt engineering. 5-part spine (Camera-Scene-Action-Vibe-Time), per-mode cookbook, model-tier selection. Use BEFORE invoking media_kling_* tools or kling-director.
media-forgeseedance-prompting
Seedance 2.0 prompt engineering: tier selection (Fast 720p / Standard 1080p — no Pro tier), multi-shot timestamp markers, @-mention reference syntax for reference-to-video, audio+video joint generation, image-to-video end-frame transitions. Use BEFORE invoking media_seedance_* tools or seedance-director.
yield-agentkit
Discover and act on 2,988 DeFi yield opportunities via Yield.xyz AgentKit Skills, find yields, check APY enter/exit positions, and manage rewards across 80+ networks.
yield-agentkit-moonpay
Enter DeFi yield positions end-to-end, Yield.xyz AgentKit discovers 2,988 yield opportunities across 80+ networks, MoonPay handles wallet auth and transaction signing.
yield-agentkit-privy
End-to-end DeFi yield execution with Privy agentic wallets. Yield.xyz discovers yields and builds transactions, Privy handles wallet creation, policy enforcement, signing, and broadcasting. Supports autonomous and semi-autonomous (enterprise approval) modes. Use when user wants to execute yield transactions via Privy wallet, set up autonomous yield strategies, or manage agentic wallet policies. Requires Yield.xyz MCP and Privy API credentials.
yield-agentkit-rwakit-privy
End-to-end Real-World Asset (RWA) yield execution with Privy agentic wallets. Yield.xyz discovers tokenized RWA yields (e.g. Superstate USTB/USCC, Midas mTBILL) and builds transactions; Privy handles wallet creation, policy enforcement, signing, and broadcasting. Adds RWA access gating — KYC, accreditation, minimums, and on-chain allowlists — on top of autonomous and semi-autonomous (enterprise approval) modes. Use when a user wants to discover or enter tokenized real-world asset yields, complete RWA KYC onboarding, or manage RWA positions via a Privy wallet. Requires Yield.xyz MCP and Privy API credentials.
ch
Set or change the messaging channel for multi-agent isolation. Use when the user says "set channel", "#ch", or wants to pair with a specific agent.
debugger
Systematic debugging skill. 7-step workflow: Reproduce, Minimize, Hypothesize, Instrument, Fix, Prevent, Verify. Activate when troubleshooting errors.
speak-like-andrew
Match the operator's communication cadence (lowercase, terse, no preambles, "we" framing, no emojis). Use when responding in chat. Don't mock their typos — match their directness.
frontend-ui-ux
Designer-developer for UI/UX work
trace
Show agent flow trace timeline and summary
docx-extractor-cli
Extract and analyze Word .docx files via the docx-extractor native binary — preferred over Python libraries when accuracy on tracked changes, comments with anchors, footnotes, headers/footers, or embedded images matters. Use whenever the user provides a .docx file or asks to read, summarize, or analyze a Word document. Do not use for creating or editing docx, or for PDF, PPTX, or XLSX.
start-work
/start-work - Begin Working on a GitHub Issue
grill-me
Interview the user relentlessly about a plan or design until reaching shared understanding, resolving each branch of the decision tree. Use when user wants to stress-test a plan, get grilled on their design, or mentions "grill me".
abuselpdb-automation
Automate Abuselpdb tasks via Rube MCP (Composio). Always search tools first for current schemas.
ip2location-io-automation
Automate Ip2location IO tasks via Rube MCP (Composio). Always search tools first for current schemas.
btms-prv-sizing
Size pressure-relief valves (PRVs) for battery packs. Routes to either a browser GUI (interactive Plotly charts, CSV/PDF export) or direct MCP tool calls (zero-friction parameter sweeps), depending on user intent. Backed by a lumped-parameter pack-pressure solver. Use when the user asks about PRV sizing, pressure-relief valve selection, explosion-proof valve selection, burst valve selection, pressure-released device selection, battery pack pressure simulation, thermal-runaway pressure modelling — in English or Chinese (泄压阀选型 / 电池包压力 / 热失控压力仿真 / 防爆阀选型) — or explicitly invokes /btms-prv-sizing.
datadata-mcp
通过 Datadata MCP Server 进行数据查询与管理——搜索数据源、探索表结构、执行 SQL、管理 Data Spaces 表。当用户提到 Datadata、想查询数据、探索数据源或表 schema、获取查询结果、创建/写入/删除 Data Spaces 表时使用此 skill。触发：Datadata、数据探索、SQL查询、表检查、执行结果、数据分析、建表、写入数据。
datadata-memory
通过 Datadata MCP Server 管理AI持久化记忆——添加、搜索、更新、删除记忆，支持语义搜索和多维度过滤。当用户想让AI记住某些信息、回忆之前的对话内容、管理持久化知识时使用此skill。触发：记住、记忆、回忆、别忘了、帮我记下、之前说过、搜索记忆、删除记忆。
close-sprint
Validates and closes a completed sprint — verifies tickets, merges branch, archives sprint
markitdown
Konwersja dowolnego dokumentu (PDF, Word, Excel, PowerPoint, HTML, EPUB, audio, obrazy, YouTube) na Markdown dla LLM. Użyj gdy użytkownik mówi "konwertuj PDF", "przerób Word na markdown", "zamień PPT na MD", "markdown z Excela", "wyciągnij tekst z PDF", albo daje plik Office/PDF do analizy. Microsoft MarkItDown (pip) + MCP server.
matematic-mcp-fastmcp-instructions-pl
Buduj nowy MCP server MateMatic (lub retrofit istniejacego) z 5 elementami zwalidowanymi na dograh v1.31.0 - FastMCP(instructions=) z procedural orchestration, drift test, dwukanalowy auth X-API-Key LUB Bearer, OTel atrybut org_id dla per-tenant routing, ToolAnnotations dla read-only. Uzywaj gdy zaczynasz nowy MCP server (saos/eu-compliance/anonimizacja/pomoc-prawna/kio/isap/inny), retrofit istniejacego do tego patternu, dodajesz nowy tool do MCP, debugujesz dlaczego LLM nie wywoluje Twoich tooli w odpowiedniej kolejnosci, lub gdy klient MCP (Claude Code/Cursor) nie autoryzuje. Trigger - "nowy MCP", "buduj MCP server", "FastMCP", "instructions MCP", "dryft testu MCP", "Claude Code MCP", "auth MCP", "OTel MCP", "FastMCP setup", "retrofit MCP", "tools MCP audit", "tools MCP nie sa wywolywane".
matematic-patron-pr-review-pl
Recenzent PR/diffow dla PATRONa - polski LegalTech AI agent dla kancelarii. Wylapuje regresje specyficzne dla repo PATRON ktorych nie zlapie generyczny lint - org scoping multi-tenant, authless routes, niespodzianki w migracjach SQLite/Postgres, bezposredni SQL poza warstwa db, brak worker sync w cache, UI bez generated SDK, sekrety w logach, regresje audit_log, brak grounding cytatow, AI Act art. 12 record-keeping. Format findings file:line -> problem -> correct pattern, 3 buckets Blocker/Should-fix/Nit. Cherry-pick struktury z dograh v1.31.0 review-pr (BSD-2). Uzywaj gdy - recenzja PR/diff PATRON przed merge, code review pre-commit, audyt zmian w mcp-security-gateway/audit_log/ring-policy/auth, review zmian w MCP serverach matematicsolutions/*, weryfikacja czy nowy kod nie wprowadza wyciekow danych klienta kancelarii (RODO/tajemnica adwokacka), audyt drift dokumentacji vs kod. Trigger - "marko review PR", "code review PATRON", "audyt diff", "review tej zmiany", "sprawdz PR", "czy bezpiecznie merge", "PR aud
commit-rules
Conventions for creating git commits in this repo — how to scope, stage, and word a commit. Use whenever about to run `git commit`, when the user asks to "commit", "commit this", or "save changes", or when wording a commit message. Covers subject/body style, atomic scoping, what not to commit, and required trailers. Generic and project-agnostic; no language- or framework-specific rules.
review-tests
Review changes to this TMDB API testing framework against its own conventions and gotchas — the project-specific checks that generic code review misses. Use after writing or editing an API client, endpoint method, test module, fixture, Pydantic schema, test-data YAML, or assertion helper, and before committing/opening a PR. Covers schema dual-registration, module-scope test data, the API-client/test separation, response validation via Pydantic + assert_http_response, and the known flaky-endpoint exemption. Complements (does not replace) the built-in /code-review for generic bugs.
update-claude-md
Update CLAUDE.md so it stays accurate after a significant change to this TMDB API testing framework. Use after adding/removing/renaming an API client, endpoint method, test module, fixture, schema, or helper; changing how tests are run (Poetry/pytest commands, flags, markers); adding/changing config or env vars; introducing a new convention, gotcha, or dependency; or reworking Docker/K8s/CI/MCP wiring. Trigger when finishing such a change, before committing, or when the user asks to "update CLAUDE.md" / "keep the docs in sync". Skip for pure test-data tweaks, formatting, or one-off fixes that don't change structure, commands, conventions, or gotchas.
linear-housekeeping
Phase 3 of /cadence:weekly. Derives Linear mutations from Phase 2 scope decisions, re-runs the issue-quality-gate on every cycle-path mutation, previews the batch grouped by decision path + mutation type, and executes atomically with per-group user approval, idempotent pre-flight checks, and an ISO-8601 timestamped audit log. Triggers on "sprint cleanup", "linear housekeeping", "move to cycle", "back to backlog", "batch mutations", "apply scope decisions", or "/cadence:weekly phase 3".
options-strategy-advisor
Options trading strategy analysis and simulation tool. Provides theoretical pricing using Black-Scholes model, Greeks calculation, strategy P/L simulation, and risk management guidance. Use when user requests options strategy analysis, covered calls, protective puts, spreads, iron condors, earnings plays, or options risk management. Includes volatility analysis, position sizing, and earnings-based strategy recommendations. Educational focus with practical trade simulation.
diagram-generator
Generate and edit diagrams with the mcp-diagram-generator MCP server. Use this skill for new diagrams, existing .drawio/.mmd/.excalidraw edits, network topology, architecture, flowchart, swimlane, sequence, class, ER, mind map, and Excalidraw whiteboard work. Always use this skill when the user asks to draw, generate, revise, or export any diagram.
codemux-features
Use when implementing new ADE features for Codemux — agent chat, tasks system, MCP server, settings panel, notification sounds, custom keybinds, session persistence, browser DevTools, or any feature inspired by competing ADEs. Also use when asked to add a feature from another ADE or make Codemux competitive with other tools.
doctor
Run kuzushi preflight diagnostics — Node dependencies, plugin MCP server health, and which analysis CLIs and LSP servers are installed, with exact install commands for anything missing. Use when tooling shows as missing or MCP servers won't connect.
mcporter
Use the mcporter CLI to list, configure, auth, and call MCP servers/tools directly (HTTP or stdio), including ad-hoc servers, config edits, and CLI/type generation.
plan
Draft a repo-local plan using the plan skill template and optionally save it.
ask
Use when the user wants to ask a question and get an LLM-synthesized answer grounded in indexed documents, do RAG over previously crawled or embedded content, get cited answers from the knowledge base, or find information that was previously indexed. Triggers on "ask axon", "what does the documentation say about", "according to what I've indexed", "RAG query", "use axon to answer", or any question where the user wants grounded answers from indexed content rather than hallucination.
crawl
Use when the user wants to crawl an entire website, documentation site, or multiple pages from a domain; index a whole docs section; or follow links deeply across a site. Triggers on "crawl this site", "index the whole docs", "crawl all pages under", "spider this URL", "index the entire", "grab all pages from". Prefer over scrape when breadth matters — multiple pages across a site.
domains
Use when the user wants to see which domains have indexed content, get a summary grouped by domain, check how many pages from each site are stored, or audit coverage by website. Triggers on "list indexed domains", "which domains are in axon", "how many pages from each site", "domain breakdown", "show domains", "what sites are indexed". Similar to sources but grouped by domain — use domains for a high-level view, sources for individual URL details.
dr
Use when the user wants to check if axon services are healthy, diagnose connectivity problems, verify Qdrant/TEI/Chrome are reachable, troubleshoot why axon isn't working, or run a health check. Triggers on "axon doctor", "check axon health", "is axon working", "troubleshoot axon", "why is axon failing", "check services", "health check", "can axon connect to". Always run this first when something seems broken.
embed
Use when the user wants to embed a local file, directory, or URL into Qdrant; index local documents or code into the RAG; add files from disk to the knowledge base; or re-embed stale content. Triggers on "embed this file", "index this directory", "add to Qdrant", "embed local files", "embed this folder", "index my docs", "add this PDF", "embed into the knowledge base". Different from scrape/crawl (which fetches from web) — embed indexes content already on disk or from a URL directly.
extract
Use when the user wants to extract structured data from a web page using an LLM, parse specific fields from a URL (prices, names, dates, specs), get structured JSON from a page, or do LLM-powered data extraction. Triggers on "extract data from", "pull structured data from", "get the pricing table from", "parse the fields from", "extract JSON from this URL", "structured extraction". Different from scrape (raw markdown) — extract uses an LLM to interpret and structure the content.
ingest
Use when the user wants to index a GitHub repository, ingest a Reddit subreddit or thread, index a YouTube video or playlist, or import past Claude/Codex/Gemini session transcripts into axon. Triggers on "ingest this repo", "index this GitHub repo", "add this Reddit thread", "ingest subreddit", "index YouTube video", "import my sessions", "ingest GitHub", "index r/", "add this repo to axon". Also use when the user wants to make source code searchable via RAG.
map
Use when the user wants to discover all URLs on a site without fetching content, preview what pages exist before crawling, get a sitemap of a site, or explore the URL structure of a domain. Triggers on "map this site", "what pages exist at", "list all URLs on", "discover URLs", "show me the site structure", "find all pages before crawling". Fast and non-destructive — does not embed anything.
query
Use when the user wants to do a semantic vector search over indexed content, find relevant chunks matching a query, search the Qdrant knowledge base, or get raw search results without LLM synthesis. Triggers on "search axon", "query the knowledge base", "find chunks about", "vector search for", "semantic search", "what's indexed about", "find relevant passages". Different from `ask` (which synthesizes an answer) — query returns raw matching chunks with scores.
retrieve
Use when the user wants to fetch all stored chunks for a specific URL from Qdrant, get everything indexed from a particular page, or see what was stored for a specific source. Triggers on "retrieve from axon", "get the indexed content for this URL", "fetch stored chunks for", "what did axon store from", "show me what's indexed at". Different from query (keyword search) — retrieve fetches by exact URL.
scrape
Use when the user wants to scrape a single URL or a few URLs to markdown, fetch a page's content, extract text from a web page, or save a URL's content into Qdrant. Triggers on "scrape this URL", "fetch the content of", "get the text from this page", "save this page to axon", "read this webpage into the RAG", or when the user pastes a URL and wants its content extracted. Prefer this over crawl when only specific pages are needed rather than a whole site.
search
Use when the user wants to search the web via Tavily and index the results, find recent information on a topic and store it, or combine live web search with automatic crawling. Triggers on "search the web for", "find recent articles about", "search and index", "Tavily search", or when the user wants to pull fresh web content into axon. Different from `query` — this searches the live web, not already-indexed content.
sources
Use when the user wants to see all indexed URLs, list what pages are in the knowledge base, check which URLs have been scraped or crawled, audit what's in the vector store, or find out if a specific URL is indexed. Triggers on "list indexed sources", "what URLs are indexed", "show me the sources", "what's in axon", "which pages are stored", "list all indexed URLs", "what did I crawl". Different from domains (grouped by domain) — sources shows individual URLs.
stats
Use when the user wants to see Qdrant collection statistics, check how many points or vectors are indexed, see collection size, or get an overview of the vector store. Triggers on "axon stats", "how many vectors", "collection size", "how many points in Qdrant", "vector store stats", "how much is indexed", "collection stats". Different from sources (URL list) and status (job queue).
status
Use when the user wants to see the current job queue status, check what jobs are running or pending, monitor async jobs, or get an overview of the job queue. Triggers on "job status", "what's running in axon", "check the queue", "any jobs pending", "axon status", "what's in progress". Different from doctor (service health) — status shows job activity.
ecomode
Token-efficient model routing modifier
beads
Use when working in a repository that uses bd or Beads for durable project task tracking, issue dependencies, blocker management, multi-session handoff, or shared work memory. Trigger when the user asks to find ready work, claim or close tasks, create follow-up work, inspect blockers, recover project context, or choose between local planning and persistent project tracking.
import-prospects
Use when the user asks to "import prospects", "upload a list", or has tabular contact data (CSV / Excel / SQLite / text) to load. Two modes: save as tenant-only assets (link later via /match-prospects) or link straight to a project.
spec-manager
Orchestrates specification management workflow by coordinating init-specs, specify-with-requirements, plan-with-specs, plan-with-requirements, update-requirements, and sync-to-jira skills. Manages the full lifecycle of task specifications from requirements through implementation planning and Jira push-back.
sync-to-jira
완성된 specs/plans 문서를 Jira 이슈로 push-back 합니다 (Markdown → ADF 자동 변환). Jira MCP가 가용한 환경에서만 동작합니다.
pr-atom-reviewer
Review a local git branch as a pull request with a bias toward minimum disruption and minimum reviewer scope. Splits sprawling PRs into independently-mergeable atoms of work — each one a single end-to-end behaviour describable in 2-3 sentences, each shippable to the trunk on its own without any other atom in the plan being merged first — and demands a screenshot/video/recording proving the verifiable acceptance criterion. If the AllSource Prime MCP server is available (`prime_*` tools), the skill recalls prior reviews of the same repo to calibrate its judgement and records the current review for the next one. Use this skill whenever the user asks to review a PR, review a branch, prep a PR for review, check if a branch is ready to merge, or mentions "this PR is too big", "split this PR", "atomic commits", "scope creep in PR", "PR review checklist", or anything about getting a branch in shape before peers look at it. Trigger even if the user just says "look at my branch" in a code review context.
pr-review-coach
Companion to the `pr-atom-reviewer` skill. Reads the review history stored in AllSource Prime (the `prime_*` MCP tools) and turns it into actionable improvements to how the reviewer works. Three jobs — (1) ingest post-merge outcomes for past reviews (was the split followed? did the PR cause a revert?), (2) cluster the repo's actual atom vocabulary so the calibration table reflects this team's work instead of generic examples, (3) surface contradictions across past reviews so the user can decide what to harden into the SKILL.md. Use this skill when the user asks "what have we learned from reviews", "audit my past reviews", "what should I tighten in the reviewer skill", "did my recommended splits get followed", "how is the reviewer doing", "weekly review retro", or runs a periodic skill-improvement pass. Trigger also on phrases like "PR retro", "review postmortem", "calibrate my reviewer", or when the user mentions wanting to update the calibration table or the SKILL.md for the reviewer.
copilot-vscode
VS Code Copilot platform reference: .agent.md all frontmatter fields, built-in tool names, agent types, context engineering, subagents, handoffs, MCP config, SKILL.md integration, custom instructions. Load when working with custom agents, tool lists, context strategy, or any VS Code Copilot platform feature.
reasoningbank-with-agentdb
Implement ReasoningBank adaptive learning with AgentDB's 150x faster vector database. Includes trajectory tracking, verdict judgment, memory distillation, and pattern recognition. Use when building self-learning agents, optimizing decision-making, or implementing experience replay systems.
explore-codebase
Navigate and understand codebase structure using the knowledge graph
zotero-cli
This skill should be used when the user works with a Zotero research library or invokes any zotero-mcp-server CLI — `zotero-cli` (standalone library access) or `zotero-mcp` (MCP server / setup). Triggers on phrases like "Zotero library", "zotero-cli", "BibTeX key", "citation", "DOI lookup", "PDF annotations", "Better BibTeX", "reading list", "literature review", or any reference to `~/Zotero/zotero.sqlite` or a `storage/` PDF attachments folder. Also use it when the user asks to add a paper by DOI/arXiv URL, extract annotations, search a personal reference library, or manage collections. Captures the local/web/hybrid library-access modes, the SQLite-lock problem (writes require Zotero.app closed), the canonical DOI-ingestion workflow, annotation extraction, and the **`zotero-cli config` footgun that prints OPENAI_API_KEY and other secrets verbatim**. Use this skill even if the user does not name "Zotero" by name — if you see a `zotero.sqlite` next to a `storage/` directory of hash-named subfolders, that is a
browser-testing-with-devtools
Tests in real browsers via Chrome DevTools MCP. Use when building or debugging anything that runs in a browser. Use when you need to inspect the DOM, capture console errors, analyze network requests, profile performance, or verify visual output with real runtime data. Requires the chrome-devtools MCP server to be configured.
data-context-extractor
Generate or improve a company-specific data analysis skill by extracting tribal knowledge from analysts. BOOTSTRAP MODE - Triggers: "Create a data context skill", "Set up data analysis for our warehouse", "Help me create a skill for our database", "Generate a data skill for [company]" → Discovers schemas, asks key questions, generates initial skill with reference files ITERATION MODE - Triggers: "Add context about [domain]", "The skill needs more info about [topic]", "Update the data skill with [metrics/tables/terminology]", "Improve the [domain] reference" → Loads existing skill, asks targeted questions, appends/updates reference files Use when data analysts want Claude to understand their company's specific data warehouse, terminology, metrics definitions, and common query patterns.
instrument-data-to-allotrope
Convert laboratory instrument output files (PDF, CSV, Excel, TXT) to Allotrope Simple Model (ASM) JSON format or flattened 2D CSV. Use this skill when scientists need to standardize instrument data for LIMS systems, data lakes, or downstream analysis. Supports auto-detection of instrument types. Outputs include full ASM JSON, flattened CSV for easy import, and exportable Python code for data engineers. Common triggers include converting instrument files, standardizing lab data, preparing data for upload to LIMS/ELN systems, or generating parser code for production pipelines.
start
Set up your bio-research environment and explore available tools. Use when first getting oriented with the plugin, checking which literature, drug-discovery, or visualization MCP servers are connected, or surveying available analysis skills before starting a new project.
n8n-mcp-tools-expert
Expert guide for using n8n-mcp MCP tools effectively. Use when searching for nodes, validating configurations, accessing templates, managing workflows, managing credentials, auditing instance security, or using any n8n-mcp tool. Provides tool selection guidance, parameter formats, and common patterns. IMPORTANT — Always consult this skill before calling any n8n-mcp tool — it prevents common mistakes like wrong nodeType formats, incorrect parameter structures, and inefficient tool usage. If the user mentions n8n, workflows, nodes, or automation and you have n8n MCP tools available, use this skill first.
byte-pattern-matching
Search for raw byte patterns (hex sequences, opcodes) in binary code. Use when looking for specific instruction sequences, machine code patterns, UEFI SMI handlers, or known vulnerability signatures by their byte representation.
call-sites
Find all locations where functions are called in a binary. Use when analyzing callers of a function, checking call relationships, or identifying which functions invoke a specific API.
code-pattern-matching
Search for code patterns in decompiled output using Weggli semantic matching. Use when finding vulnerable code constructs like unchecked memcpy, buffer operations, or specific function call patterns in pseudocode.
dataflow-analysis
Track data flow between function parameters, calls, and arguments using taint analysis. Use when detecting vulnerabilities like command injection, buffer overflows, or tracing user input to dangerous functions.
functions
Find and list functions in a binary by name, address, regex, or byte pattern. Use as the starting point for binary analysis, to locate specific functions, or to enumerate all functions matching criteria.
copilot-instructions-blueprint-generator
Technology-agnostic blueprint generator for creating comprehensive copilot-instructions.md files that guide GitHub Copilot to produce code consistent with project standards, architecture patterns, and exact technology versions by analyzing existing codebase patterns and avoiding assumptions.
create-pr
Create a pull request for the current session. Use when the user wants to open a PR with the session's changes.
alphaear-signal-tracker
Track finance investment signal evolution and update logic based on new finance market information. Use when monitoring finance signals and determining if they are strengthened, weakened, or falsified.
abf
Use AgentsBestFriend (ABF) MCP tools for codebase navigation, search, and analysis instead of native file-reading tools. USE WHEN: exploring unfamiliar code, understanding architecture, searching across files, tracing imports/dependencies, analyzing change impact, reading large files, or needing project context. Prefer ABF tools over read_file, grep_search, semantic_search, and list_dir for multi-file workflows — they return pre-structured, token-efficient results in a single call.
obsidian
Read and write notes to an Obsidian vault. Use when the user asks to 'save to obsidian', 'write a note', 'update my vault', 'add to second brain', 'save this research', 'document this decision', or references their knowledge base. Also triggers on /obsidian commands.
ynab-review
Review, categorize, and approve unapproved YNAB transactions via DuckDB staging + YNAB MCP
nightscout-cgm
Analyze CGM blood glucose data from Nightscout. Use this skill when asked about current glucose levels, blood sugar trends, A1C estimates, time-in-range statistics, glucose variability, or diabetes management insights.
rlm
Recursive Language Model loop for large-context tasks. Searches Willow KB first via willow_knowledge_search, then chunks file context and dispatches rlm-subcall (Haiku) per chunk if the KB doesn't fully answer. Use when a query spans more context than fits in the session — corpus archaeology, MIGR1 atoms, large log files, Grove history digests.
post-deploy-qa
Post-deploy verification: execute AVP from tech-spec on live environment, verify all acceptance criteria (user-spec + tech-spec), pick up deferred criteria from pre-deploy QA report. Uses MCP tools (Telegram MCP, Playwright, curl, bash). Use when: "пост-деплой проверка", "post-deploy verification", "проверь после деплоя", "MCP verification", "верификация на живом окружении", "проверь деплой", "запусти AVP", "agent verification plan"
pre-deploy-qa
Pre-deploy acceptance testing methodology: run test suite (unit/integration/E2E), verify acceptance criteria from user-spec and tech-spec. Does not require live environment. Use when: "приёмочное тестирование", "pre-deploy qa", "проверь перед деплоем", "run tests and check AC", "запусти qa", "проверь acceptance criteria", "тестирование фичи", "qa", "проверь фичу"
monday-automation
Automate Monday.com work management including boards, items, columns, groups, subitems, and updates via Rube MCP (Composio). Always search tools first for current schemas.
create-pr
Create a pull request for the current session. Use when the user wants to open a PR with the session's changes.
book-detailing
Book detailing services through Lokuli MCP. Use when user needs to find and book detailing. Triggers on requests like "book a detailing", "find detailing near me", or any detailing service request.
create-database-row
Insert a new row into a specified Notion database using natural-language property values. Handles property name matching and validation.
openai-knowledge
Use when working with the OpenAI API (Responses API) or OpenAI platform features (tools, streaming, Realtime API, auth, models, rate limits, MCP) and you need authoritative, up-to-date documentation (schemas, examples, limits, edge cases). Prefer the OpenAI Developer Documentation MCP server tools when available; otherwise guide the user to enable `openaiDeveloperDocs`.
close-sprint
Validates and closes a completed sprint — verifies tickets, merges branch, archives sprint
colab-mcp
Use when the user wants to set up, configure, use, or troubleshoot Google's official colab-mcp server for connecting a local MCP-compatible AI agent to a Google Colab browser session.
openai-docs
Use when the user asks how to build with OpenAI products or APIs and needs up-to-date official documentation with citations, help choosing the latest model for a use case, or model upgrade and prompt-upgrade guidance; prioritize OpenAI docs MCP tools, use bundled references only as helper context, and restrict any fallback browsing to official OpenAI domains.
archkit-init
Initialize a new archkit project. Walks the user through picking an archetype (saas/internal/content/ecommerce/ai/mobile/realtime/data/_generic), choosing a deployment mode (managed or self-hosted), confirming category-by-category defaults, resolving current package versions via WebSearch, and writing the `.arch/` seed (SYSTEM.md, BOUNDARIES.md, INDEX.md, decisions/0001-foundation.md). Use this skill whenever the user runs `/archkit-init`, says "set up archkit" / "initialize archkit" / "scaffold a new project", or has just installed archkit and is asking how to start. Do not skip this skill in favor of writing files directly — the wizard's job is the deliberation, not just the file output.
identity
Use when discussing or managing Claude Code session identity, scope tags, subscription matching, or cross-session coordination. Triggers on phrases like "what session is this", "subscribe to", "tag this session", "list sessions", "scope". Documents the claude-identity plugin's slash commands and MCP tools, and the conventions for handle resolution and tag matching.
web-perf
Analyzes web performance using Chrome DevTools MCP. Measures Core Web Vitals (LCP, INP, CLS) and supplementary metrics (FCP, TBT, Speed Index), identifies render-blocking resources, network dependency chains, layout shifts, caching issues, and accessibility gaps. Use when asked to audit, profile, debug, or optimize page load performance, Lighthouse scores, or site speed. Biases towards retrieval from current documentation over pre-trained knowledge.
decompiler
Decompile a function to C-like pseudocode for human-readable analysis. Use to understand function logic, review control flow, or prepare for code pattern matching.
recommend-tools
Recommend optional companion tools (graphify, caveman, llm-wiki) and stack-specific runtime helpers — MCP servers + Claude Code hooks — for the current project. ai-kit writes integration glue, never auto-installs. Use when the user asks "should I add graphify / caveman / a self-maintaining wiki", "which MCP servers fit this stack", "any hooks I should turn on", "set up companion tools", "fewer tokens", or after /ai:setup to layer extra capability.
slack-automation
Automate Slack messaging, channel management, search, reactions, and threads via Rube MCP (Composio). Send messages, search conversations, manage channels/users, and react to messages programmatically.
orbit-abilities-api
Audit a WordPress plugin for the new Abilities API + AI Client & Connectors API (WP 7.0, ships May 20, 2026). Verifies `register_ability()` calls, `@wordpress/abilities` JS package usage, AI Client provider abstraction, browser-agent + WebMCP integration patterns. Use when the user says "Abilities API", "WP 7 AI", "register_ability", "AI Client API", or builds plugins that integrate with WP's native AI framework.
update-pr-title-command
Run the `platform-dev-team-common:update-pr-title` workflow from the original Claude slash command. Use when the user asks to updates PR title with auto-generated description based on commits and changes. Supports Korean and English, preserves ticket IDs.
notion-viewer
Notion ページの内容を検索・閲覧し、人間が読みやすい形式（Markdown）で表示するためのスキル。Notion API の冗長な JSON レスポンスを整形して表示したい場合に使用する。
monday-automation
Automate Monday.com work management including boards, items, columns, groups, subitems, and updates via Rube MCP (Composio). Always search tools first for current schemas.
ip2location-io-automation
Automate Ip2location IO tasks via Rube MCP (Composio). Always search tools first for current schemas.
outlook-calendar-automation
Automate Outlook Calendar tasks via Rube MCP (Composio): create events, manage attendees, find meeting times, and handle invitations. Always search tools first for current schemas.
ip2location-io-automation
Automate Ip2location IO tasks via Rube MCP (Composio). Always search tools first for current schemas.
outlook-calendar-automation
Automate Outlook Calendar tasks via Rube MCP (Composio): create events, manage attendees, find meeting times, and handle invitations. Always search tools first for current schemas.
create-database-row
Insert a new row into a specified Notion database using natural-language property values. Handles property name matching and validation.
google-calendar-automation
Automate Google Calendar events, scheduling, availability checks, and attendee management via Rube MCP (Composio). Create events, find free slots, manage attendees, and list calendars programmatica...
frontend-design
Guide Claude on creating visually distinctive, polished Vaadin 25 interfaces that go beyond default theme styling. This skill should be used when the user asks to "make it look good", "improve the design", "style the view", "make it visually appealing", "add polish", "design a UI", "create a beautiful interface", or when building a new view where visual quality matters. Also trigger when the user wants to add animations, visual effects, or build polished component compositions in a Vaadin application.
close-sprint
Validates and closes a completed sprint — verifies tickets, merges branch, archives sprint
mcporter
Use the mcporter CLI to list, configure, auth, and call MCP servers/tools directly (HTTP or stdio), including ad-hoc servers, config edits, and CLI/type generation.
fastapi-workflow
Docs-first development workflow for Python + FastAPI + Pydantic v2 projects with async APIs, dependency injection, and SQLAlchemy. Fetches current documentation via MCP before any implementation. Use when building or modifying FastAPI backends, API endpoints, Pydantic models, or database operations. Trigger phrases - "fastapi", "python api", "backend api", "pydantic", "sqlalchemy", "async api", "dependency injection". NOT for frontend work (use frontend-app/frontend-lp) or non-Python backends.
autoxpp-setup-api-key
Configure your AutoXPP API key and MCP connection for premium skill access.
nlm-skill
Expert guide for the NotebookLM CLI (`nlm`) and MCP server - interfaces for Google NotebookLM. Use this skill when users want to interact with NotebookLM programmatically, including: creating/managing notebooks, adding sources (URLs, YouTube, text, Google Drive), generating content (podcasts, reports, quizzes, flashcards, mind maps, slides, infographics, videos, data tables), conducting research, chatting with sources, or automating NotebookLM workflows. Triggers on mentions of "nlm", "notebooklm", "notebook lm", "podcast generation", "audio overview", or any NotebookLM-related automation task.
review-writing
Use this skill when the user asks to write a literature review, review article, or 综述 based on an outline. Trigger keywords: "写综述", "write review", "综述写作", "按大纲写", "逐节写", "review section", "写第N节". This skill orchestrates the ENTIRE review writing process from outline to finished manuscript.
autoxpp-build
Drives Visual Studio 2022's full build-deploy cycle for D365 F&O via PowerShell UI Automation. Zero human clicks — compile, sync database, deploy to online environment.
autoxpp-design-reviewer
Pre-coding design review gate between req-analyzer and dev-v2. Runs for requirements classified as complex or risky. Loads design-reviewer + senior-fo-developer roles, reads requirement.txt / work_items.md / test_cases.md and relevant dev-reference sections, and writes design_review.md with PASS / NEEDS-WORK / BLOCKED verdict. Dev-v2 cannot proceed until PASS.
autoxpp-dev-v2
Focused D365 F&O coding skill. Reads work_items.md and implements X++ artifacts sequentially in dependency order. Uses autoxpp-dev-reference for D365 patterns. No planning (req-analyzer does that), no test design (test-composer does that). Autonomous-ready — never prompts for input. For fix loops, reads test_report.md.
autoxpp-init-session
Initializes an AutoXPP session. Must be called before any other autoxpp skill in a conversation. Sets up session context on the MCP server.
autoxpp-load-integration-dev
Loads the Senior Integration Developer role for pre-lifecycle work: Azure Functions, Service Bus, Dataverse plugins, OData, integration architecture and debugging. No arguments — just invoke and start working.
autoxpp-load-lifecycle
Bootloader for the autoxpp D365 F&O lifecycle. Call ONCE at the start of a requirement to mark the boundary between research/refine (pre-lifecycle) and autonomous execution (req-analyzer -> test-composer -> dev-v2 -> build -> tester -> DONE or fix-loop). The skill resolves workspace, writes requirement.txt from the arg, initializes lifecycle.log, spawns the watchdog, and auto-chains into req-analyzer + test-composer.
autoxpp-load-qa-engineer
Loads the QA Engineer role for pre-lifecycle work: ad-hoc test planning, test data strategy, test matrix design, coverage analysis. No arguments — just invoke and start working.
autoxpp-load-senior-fo-dev
Loads the Senior D365 F&O Developer role for pre-lifecycle work: investigation, debugging, code research, solution design, root cause analysis. No arguments — just invoke and start working.
autoxpp-quality-supervisor
Epistemic watchdog for the autoxpp lifecycle. Distinct from autoxpp-watchdog (which catches mechanical stalls — absence of motion). This skill catches wrongness of motion: confidence inflation, anti-pattern emergence, scope creep, doom-loop relapse. Invoked periodically on phase transitions and on-demand after non-green tester verdicts.
autoxpp-req-analyzer
Analyze a requirement and produce structured work items with dependencies. Reads requirement.txt (and optionally Stage 1 output, feedback). Outputs work_items.md with developer-level task descriptions and a complexity flag (simple/complex/risky). Domain-specific artifact tags, grep patterns, and worked examples live in reference/domain-*.md. Run once per requirement — skip if work_items.md already exists and requirement unchanged.
autoxpp-submit-learnings
Extract generic D365 F&O learnings from the current session and submit to the xgen backend for centralized review. User-triggered, never automatic. Sanitizes all project/user/environment data before submission. Premium skill.
autoxpp-test-composer
Compose test cases from a requirement. Reads requirement.txt, outputs test_cases.md with structured test cases including setup data, steps, and pass conditions. Append-only on feedback iterations — never remove old cases. Run once per requirement — skip if test_cases.md already exists and no new feedback. Works from the original requirement directly — does NOT depend on work_items.md.
autoxpp-test-data-seeder
Background agent that pre-seeds test data in the D365 environment while dev-v2 analyzes standard code. Reads test_cases.md as a shopping list, finds or creates required records via OData/SQL/browser, and writes test_data_manifest.md for the tester to consume.
autoxpp-tester
Execute test cases and produce a structured test report. Reads test_cases.md, orchestrates test execution via domain-appropriate tools (autoxpp-browser-v2 for UI paths, direct HTTP/SQL/Service Bus for integration paths), handles test data setup, captures evidence, and outputs test_report.md with pass/fail per case.
autoxpp-watchdog
External safety net for the autoxpp lifecycle. Spawned ONCE at the start of any requirement lifecycle, before any other autoxpp skill. Runs a background poll script over lifecycle.log and emits STALL events when a phase transition is missed. Zero LLM cost per tick — pure file-based detection.
honi
Build AI agents with Honi (honidev) on Cloudflare Workers. Use when creating agents with tools, persistent memory, MCP servers, or multi-agent pipelines. Covers createAgent API, tool() helper, all memory tiers (working/episodic/semantic/graph), multi-agent routing, MCP auth, and all supported model providers.
outlook-calendar-automation
Automate Outlook Calendar tasks via Rube MCP (Composio): create events, manage attendees, find meeting times, and handle invitations. Always search tools first for current schemas.
create-database-row
Insert a new row into a specified Notion database using natural-language property values. Handles property name matching and validation.
monday-automation
Automate Monday.com work management including boards, items, columns, groups, subitems, and updates via Rube MCP (Composio). Always search tools first for current schemas.
create-pr
Create a pull request for the current session. Use when the user wants to open a PR with the session's changes.
wecom-smartsheet-data
企业微信智能表格数据（记录）管理技能。提供智能表格记录的增删改查能力。适用场景：(1) 查询子表全部记录 (2) 添加一行或多行记录 (3) 更新已有记录 (4) 删除记录。当用户需要读取表格数据、写入新数据、修改或删除表格行时触发此 Skill。支持通过 docid 或文档 URL 定位文档。
ecomode
Token-efficient model routing modifier
ecomode
Token-efficient model routing modifier
ecomode
Token-efficient model routing modifier
openai-knowledge
Use when working with the OpenAI API (Responses API) or OpenAI platform features (tools, streaming, Realtime API, auth, models, rate limits, MCP) and you need authoritative, up-to-date documentation (schemas, examples, limits, edge cases). Prefer the OpenAI Developer Documentation MCP server tools when available; otherwise guide the user to enable `openaiDeveloperDocs`.
book-detailing
Book detailing services through Lokuli MCP. Use when user needs to find and book detailing. Triggers on requests like "book a detailing", "find detailing near me", or any detailing service request.
book-detailing
Book detailing services through Lokuli MCP. Use when user needs to find and book detailing. Triggers on requests like "book a detailing", "find detailing near me", or any detailing service request.
plan
Draft a repo-local plan using the plan skill template and optionally save it.
brief
Get a session briefing with context and alerts
Integration detected automatically from skill content. Some results may be false positives.