seanwinslow28
UserSean Winslow's agentic engineering practice in working form. Skills, autonomous agents, a knowledge-graph vault, and the runtime that keeps them in sync.
Categories
Indexed Skills (45)
last30days
Research a topic from the last 30 days on Reddit + X + Web, become an expert, and write copy-paste-ready prompts for the user's target tool.
gemini-deep-research
Invoke Google's Gemini Deep Research or Deep Research Max APIs for paid, comprehensive research with web grounding, citations, and optional charts. Use when Sean asks for "deep research", "gemini research", "deep research max", "comprehensive analysis with citations", "due diligence on X", or surfaces a question that needs ≥20 sources cross-referenced, recent (post-2025) authoritative content, or a structured matrix that the local LDR + Qwen3-14B path can't produce reliably. Skip for simple lookups (answer in-session), social-media trend questions (use last30days), or questions answerable by the local deep-research-queue at $0/run. Always prompts for cost confirmation before invoking Deep Research Max ($3-7/task).
2d-animation-principles
2D animation physics, timing, and production rules for coding agents. Covers gravity spacing (Odd Rule), arcs, smear synthesis, style mode switching (Rubber Hose through Spider-Verse), acting engine (twinning detection, eye lead, blink asymmetry), TV/limited optimization (80/20 rule, cel stacking), and QA gates. Use when animating characters, creating walk cycles, planning sprite animations, evaluating animation quality, implementing any 2D motion system, or reviewing animation timing and spacing.
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.
ai-creative-tools
Orchestrate advanced creative AI workflows using ComfyUI, ElevenLabs, and Hugging Face integrations. Triggers on "generate AI art", "ComfyUI workflow", "ElevenLabs voice", "automate creative pipeline", "generate asset queue", or "AI image generation".
ai-native-products
AI-native product development patterns for building AI-powered features and production AI research assistants. Covers prompt engineering workflows for production features, LLM integration patterns (agentic loops, streaming, error handling), evaluation frameworks (adversarial grounding, rubric-based evals), and human-in-the-loop design. Use when designing AI features, writing prompt specifications, planning LLM integrations, building evaluation pipelines, or specifying AI assistant behavior.
analytics-workarounds
Analytics data access workarounds for PMs without direct tool access. Uses Zapier MCP as a data bridge from GA4, Looker, and BigQuery to Google Sheets for analysis. Use when user says "pull analytics", "GA4 workaround", "get metrics without Looker access", "analytics pipeline", or "data bridge".
animation-library-mastery
Animation library selection and implementation for React web and React Native. Choose between Motion (Framer Motion), React Spring, GSAP, and CSS animations. Use when adding animation, transitions, spring physics, scroll effects, layout animation, or gesture-driven motion to any component.
animation-pipeline
End-to-end 2D animation production pipeline with AI-assisted generation. Covers concept-to-final-render stages, ComfyUI integration for character/background generation, frame interpolation (RIFE/FILM), QA gates between pipeline stages, style profile enforcement, and asset organization. Use when asked about "animation pipeline", "production pipeline", "frame interpolation", "LoRA generation", "animation QA", "shot handoff", or "animation production".
campus-education
Education platform and LMS development patterns for a crypto education / LMS platform. Generates course structures, lesson outlines, quiz rubrics, student progress tracking, and curriculum automation. Use when building education features, creating course content, designing learning paths, generating quizzes or assessments, or working on LMS platform specifications.
career-transition
Career transition coaching from Product Management to Animation Production Management/Producing. Covers portfolio strategy (translating PM skills to production), industry terminology bridging (sprints to production schedules), festival networking (Annecy, Ottawa, GLAS), production management tools, hiring practices, and job search strategy. Use when asked about "career transition", "animation career", "production manager", "animation producer", "PM to animation", "festival networking", or "portfolio for animation".
case-studies
Real-world Claude Code success stories and workflow patterns. Provides proven "Transformation Patterns" for Product Managers, Creatives, and Developers to replicate verified productivity gains.
changelog-navigator
Evaluates new Claude Code features (2025-2026) for adoption. Checks version history, identifies breaking changes, and provides a "Green Light/Red Light" framework for upgrading.
chrome-workflows
Chrome integration and browser-in-the-loop development for Claude Code. Enables visual build-verify loops with screenshots, native Chrome browser automation via --chrome flag, Playwright MCP comparison, and UI testing patterns for frontend development.
cli-mastery
Claude Code keyboard shortcuts, slash commands, CLI flags, and power user workflow reference. Covers all keyboard shortcuts, permission mode cycling, Plan Mode (double Shift+Tab) vs Extended Thinking (single Tab), slash commands for session management, @ mentions, ! bash prefix, CLI flags for headless mode, and efficiency techniques like context reset and parallel worktrees. Use when looking up keyboard shortcuts, CLI flags, slash commands, or workflow optimizations.
comfyui-workflows
ComfyUI workflow design, debugging, and automation for image generation. Covers workflow JSON structure, node wiring (KSampler, LoRA, ControlNet, IPAdapter), API queuing and polling, custom node management, batch generation, and workflow templating. Use when asked about "ComfyUI workflow", "ComfyUI nodes", "LoRA setup", "ControlNet workflow", "image generation pipeline", "ComfyUI API", or "batch generate images".
commit-checklist
Pre-commit validation and commit message assistant. Analyzes staged changes, validates against best practices (no secrets, no debug code, tests pass, conventional commit format), and generates well-structured commit messages. Use when asked to "review my commit", "write a commit message", "check before committing", "validate changes", or "pre-commit check".
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.
config-settings
Claude Code configuration and settings management guide. Covers the settings hierarchy (Enterprise managed > project local > project > user), permission evaluation order (Deny > Ask > Allow), CLAUDE.md best practices, settings.json schema, settings.local.json personal overrides, memory management, and context optimization strategies. Use when configuring Claude Code, updating settings, writing CLAUDE.md, managing permissions, or optimizing context window usage.
creative-director
AI Creative Director for planning, interviewing, and critiquing visual projects. Use when starting a creative project, proposing creative directions, writing a creative brief, reviewing work-in-progress, giving art direction feedback, critiquing composition or pacing, planning Adobe edits, or generating a visual feedback report.
creative-writing
Multi-format creative writing assistant for blog posts, social media (Twitter/X, LinkedIn, Instagram), pitch documents (grants, festival submissions), artist bios/statements, and portfolio narratives. Use when asked to "write a blog post", "draft a tweet", "social media post", "artist statement", "festival submission", "grant application", "portfolio narrative", "pitch doc", or "write about my work".
crypto-web3-context
Crypto and Web3 product context for a PM at a crypto media platform. Provides blockchain terminology (DeFi, L1/L2, TVL, MEV, staking), market data concepts (price feeds, order books, on-chain metrics), crypto-specific PRD vocabulary (tokenomics, governance, liquidity), and regulatory awareness. Use when working on crypto products, blockchain features, crypto data products, DeFi analysis, token specifications, or Web3 product requirements.
cursor-integration
Hybrid workflow assistant for Cursor IDE and Claude Code CLI. Optimizes context sharing, suggests tool selection (Micro vs Macro), and synchronizes configuration. Use when working with both tools, resolving conflicts, or streamlining the dev environment.
daily-driver
Daily personal assistant for morning planning, task prioritization, and end-of-day review. Integrates with Obsidian daily notes for continuity. Use when user says "start my day", "daily plan", "morning routine", "EOD review", "what should I focus on", or "wrap up my day".
data-analysis
Data analysis and reporting assistant for a Product & Engineering team. Processes GA4 analytics, builds metric reports, analyzes article CTR, data page sources, and ad revenue. Accesses GA4 via Zapier MCP, Looker via browser, and Jira for sprint data. Use when asked to "analyze data", "create a report", "review metrics", "process CSV", "trend analysis", "build a dashboard", "GA4", "Looker", "impressions", "page views", or "ad revenue".
decision-doc
Structured decision documentation. Captures context, options, and rationale so future-you understands past decisions.
deep-research-queue
Queue research topics into vault/00_inbox/research-queue.md for the autonomous deep_researcher agent to process overnight. Use when Sean asks to "queue research", "add to research queue", "research this later", or surfaces a question during work that needs ≥5 min of multi-source synthesis. Triggers when the question is not answerable in-session OR would consume too many tokens vs deferring to local LDR + Qwen3-14B at $0/run. Skip for simple factual lookups, code questions, or anything Sean wants answered now.
design-arena
Orchestrate competitive UI/UX design exploration using Claude Code Agent Teams and Pencil.dev. Multiple agents create competing layout interpretations from the same design brief, you pick the best elements, then build out the final design. Use when exploring designs for a new project, comparing layout approaches, iterating on UI direction, or when you say "design arena", "explore designs", or "competing layouts".
design-system-claude
Design system encoding for CLAUDE.md to ensure on-brand, consistent UI generation. Create and maintain design tokens, typography scales, spacing systems, shadow depths, animation defaults, and dark mode rules in CLAUDE.md. Use when setting up a new project design system, enforcing brand consistency, defining color tokens, typography scale, or component interaction patterns.
doc-workflows
Documentation workflow assistant for code and product documentation. Generates READMEs, API docs, knowledge base articles, and maintains doc-code sync. Use when asked to write documentation, update docs, generate a README, create API docs, build a knowledge base article, or document code changes.
docker-devops
Docker containerization and DevOps assistant. Generates optimized multi-stage Dockerfiles, manages local development with docker-compose, and helps debug container failures. Use when containerizing React/Python apps, setting up local envs, or troubleshooting deployments.
etf-page-creator
Streamline WordPress ETF (Exchange-Traded Fund) page creation for a publishing platform. Use when user needs to create or update ETF pages with structured data including external data provider IDs, symbols, issuers, trading data, categories, and SEO metadata. Guides data collection, validates inputs, and formats output for copy-paste into WordPress fields.
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.
gemini-image-gen
Universal image generator using Google Gemini's Nano Banana 2 API. Use when generating any image that is NOT pixel art or pencil animation — photorealistic images, illustrations, concept art, UI mockups, infographics, product photos, portraits, landscapes, architectural visualizations, social media graphics, abstract art, food photography, or diagrams. Triggers on "generate image", "create image", "make a picture", "image of", "illustration of", "photo of", "render", "visualize", "design an image", "draw", "concept art", "mockup image", "product shot", "portrait of", "landscape of".
git-github-workflows
Git and GitHub workflow automation. Handles commit messages, branch management (worktrees), PR creations, conflict resolution, and CI/CD pipelines. Use when interacting with version control, setting up Actions, or resolving merge conflicts.
headless-automation
Claude Code headless mode and CI/CD automation guide. Covers the -p flag for non-interactive execution, --output-format stream-json for structured output, GitHub Actions integration with anthropics/claude-code-action, GitLab CI and Jenkins pipeline patterns, batch processing with parallel instances, CLAUDE_CODE_TASK_LIST_ID for multi-instance coordination, and output parsing with jq. Use when automating Claude Code, setting up CI/CD pipelines, running batch processing, or scripting non-interactive workflows.
health-habits
Health and Habit tracking assistant. Logs workouts, calculates streaks from CSV data, runs XP/level-up gamification, and visualizes fitness progress in the Obsidian vault. Use this skill when the user mentions "workout", "track habits", "fitness", "health data", "gym", "streak", "XP", "level up", "log exercise", "did I work out", "supplement", or "meal plan".
hooks-configuration
Claude Code hooks creation and debugging assistant. Configures PreToolUse, PostToolUse, Stop, SessionStart, UserPromptSubmit, and other lifecycle hooks in settings.json. Creates command hooks (Bash/Python scripts), prompt-based hooks (LLM evaluation), and agent hooks. Handles exit codes (0=allow, 1=error, 2=deny), matchers, async execution, and security enforcement patterns. Use when creating a hook, debugging a hook, blocking dangerous commands, auto-formatting on save, running tests on stop, or adding session logging.
intent-engineering
Design, review, and retrofit intent specifications for AI agents and skills. Use when creating new agents, writing SKILL.md files, converting legacy prompts, debugging agent misalignment, or reviewing intent specs for quality.
jira-automation
Jira automation for Product & Engineering teams. Creates Epics, Design Stories ([Design] prefix), and Implementation Stories ([Implementation] prefix) from PRDs or natural language. Runs JQL queries, manages sprints, and handles bulk operations via Atlassian MCP. Use when asked to "create a ticket", "write Jira tickets", "break down this PRD", "JQL query", "bulk create", "sprint management", or any Jira workflow task.
knowledge-graph-nav
Obsidian knowledge graph navigation for Claude Code. Traverse wiki-links, build multi-hop context from linked notes, discover backlinks, and navigate Map of Content structures. Use when following concept links, building project context from vault, discovering related topics, navigating MOCs, or traversing the knowledge graph.
Bio shown is the top-scored skill's repo description as a fallback — real GitHub bios land in a future update.