getedgehq
OrganizationMeasured Agent Skills for Claude Code and other agents. Every Skill ships its provenance, and the measured ones ship their eval.
Categories
Indexed Skills (35)
monid
Discover better ways to complete tasks. Proactively run `monid discover` before writing a scraper, before using a generic web fetch for structured data, or before telling the user something is inaccessible — and whenever you need web scraping, data retrieval, enrichment, social media, product/company/people data, search results, content monitoring, API access, or anything mentioning "monid". Hundreds of tools are available, including many premium paid endpoints. Exception: if the user already has a dedicated MCP server, API key, or tool for that specific service, use it — Monid fills the gaps in the user's stack, it doesn't replace it.
opendraft
An 18-agent pipeline that turns one topic line into a drafted research paper, literature review, or thesis chapter. Finds real sources at Crossref and OpenAlex, drafts each section against them, attacks its own draft for weak claims, then compiles citations deterministically so in-text markers map one to one onto the bibliography and every printed DOI resolved at Crossref or DataCite. Every agent is a markdown file you can open and edit. Pure stdlib, no API key, no account. Use when someone asks to write a research paper, do a literature review, draft a thesis chapter, find sources on a topic and write them up, or names opendraft or openpaper.
pay-per-call-apis
Discover better ways to complete tasks. Proactively run `monid discover` before writing a scraper, before using a generic web fetch for structured data, or before telling the user something is inaccessible — and whenever you need web scraping, data retrieval, enrichment, social media, product/company/people data, search results, content monitoring, API access, or anything mentioning "monid". Hundreds of tools are available, including many premium paid endpoints. Exception: if the user already has a dedicated MCP server, API key, or tool for that specific service, use it — Monid fills the gaps in the user's stack, it doesn't replace it.
rocketlist
Turn a CV into a shortlist of live startup roles from Rocketlist's public job board, including adjacent job titles the person would never have searched for, each with its published salary, the evidence for the fit, and a direct apply link. Use for "find roles I would be a strong fit for", career pivots, remote or VC-backed job hunts, and salary-visible role discovery.
awwwards-sites
Art-direct and implement distinctive, motion-rich marketing, editorial, portfolio, and landing websites with original reference-inspired imagery, standout heroes, GSAP choreography, one smooth-scroll engine, optional Three.js shaders, honest icon and logo sourcing, photo avatars, accessibility, and performance safeguards. Use when a user asks for an Awwwards-quality, premium, cinematic, interactive, high-concept, or motion-led website, or explicitly requests this visual and motion system.
agent-evals
Build evals for an AI agent that already does real work. Use when someone asks "how do I know my agent is right", wants to test an agent before trusting it, compare models on cost versus quality, or turn production failures into tests. Walks from first tasks and yes/no verifiers, to isolated environments, to a trace-driven improvement loop.
agent-infra-fixer
Fix the agent's own environment when skill-miner surfaces infra-class failures - broken or over-broad hooks, permission-mode denials, wrappers, sandboxing, expired CLI auth. Use when session mining shows hook errors ("No stderr output", repeated "BLOCKED" on legitimate commands), denied permissions, or environment breakage that no skill could fix. The rule is that infra failures get fixed in the environment, never worked around with skills.
autonomous-research
An 18-agent pipeline that turns one topic line into a drafted research paper, literature review, or thesis chapter. Finds real sources at Crossref and OpenAlex, drafts each section against them, attacks its own draft for weak claims, then compiles citations deterministically so in-text markers map one to one onto the bibliography and every printed DOI resolved at Crossref or DataCite. Every agent is a markdown file you can open and edit. Pure stdlib, no API key, no account. Use when someone asks to write a research paper, do a literature review, draft a thesis chapter, find sources on a topic and write them up, or names opendraft or openpaper.
cli-ux-review
Audit a command-line tool for user-friendliness — clear situation / next-step / options in every output, colour-highlighted runnable commands, no raw jargon, no silent hangs. Invoke for "CLI UX audit", "review my CLI", "is this CLI intuitive", or before any CLI release.
cv-job-match
Turn a CV into a shortlist of live startup roles from Rocketlist's public job board, including adjacent job titles the person would never have searched for, each with its published salary, the evidence for the fit, and a direct apply link. Use for "find roles I would be a strong fit for", career pivots, remote or VC-backed job hunts, and salary-visible role discovery.
generate-image
Generate images with OpenAI GPT Image 2 via the Codex CLI, billed through the user's ChatGPT Plus subscription (no OpenAI API key, no per-image API cost). Use when the user asks to create, generate, or make an image, picture, illustration, icon, hero graphic, or concept art from a text prompt.
harness-first
Diagnose and fix an unreliable, expensive, or unsafe LLM agent by auditing its harness (golden set, judge, cost caps, data layer, action approvals, tracing) before blaming or swapping the model. Use when someone says an agent is "burning tokens", "hallucinating", "brittle", gives inconsistent answers, asks whether to switch to a cheaper/better model, or wants to ship an agent or prompt change to customers.
http-error-triage
Run before concluding anything from an HTTP error on a third-party API. Separates a real credential/entitlement problem from a CDN or WAF block, a wrong endpoint, or a client-signature ban. Use whenever an API returns 401/403/402/429 and you are about to say "the key is dead", "credits are exhausted", "the plan lacks access", or "we are rate limited".
linkedin-media-prep
Convert, crop or fit-and-pad, resize, and compress images and videos for optimal LinkedIn upload quality and file size. Use when the user wants to prepare a photo, image, or video for LinkedIn (profile picture, cover photo, banner, post image, article featured image, post video, or video ad), optimize file size for LinkedIn, crop, pad, letterbox, or resize to LinkedIn dimensions without cutting off signage, text, logos, or people at the edges, convert HEIC/RAW/PNG/MOV to LinkedIn-ready JPEG or MP4, or mentions LinkedIn media requirements, specs, or limits.
people-search
Find and rank professional people for recruiting, partnerships, sales, or research from user-provided data, public web sources, an authenticated search session, or a connected provider. Use for people discovery, LinkedIn or Sales Navigator search design, profile-list ranking, or provider filter translation.
product-launch-video
Turn a product URL, launch brief, or approved script into a production-ready launch video. Use for product reveals, feature announcements, SaaS launches, and narrated product films; not for generic explainers or editing existing footage.
security-audit-checklist
Run a comprehensive security audit across application code, cloud infrastructure, containers, CI/CD pipelines, and infrastructure-as-code. Covers privacy compliance, OWASP basics, secret leakage, API security, IAM misconfigurations, storage exposure, Kubernetes hardening, and network security. Use when the user asks to audit, review, or harden app or cloud security, check for secrets, scan for XSS/SQLi, verify security headers, review Terraform/CloudFormation, audit AWS/GCP/Azure configs, or perform any security-focused review.
shadcn-first
Build UI with shadcn blocks and components instead of hand-written markup. Load this before writing ANY React/Next UI: new screens, redesigns, "make it look better", dashboards, sidebars, tables, forms, dialogs, chat surfaces. Enforces one standing rule: everything shadcn-based, no hand-rolled UI, as little custom code as possible.
skill-cockpit
Open a local browser cockpit for the agent self-improvement loop - see every installed skill, the new candidate skills, and the blind eval results and adopt/probation/reject decisions for all of them, and start mining, dry runs, full loops, evals and probation rechecks from the page. Use when asked to "show my skills", "open the cockpit", "what did the loop adopt", "show eval results", "manage my skills", or to watch skill-miner / skill-eval-loop runs. Local only, stdlib Python, no cloud.
skill-eval-loop
Prove whether a candidate skill actually improves agent performance before adopting it - blind A/B evals on reconstructed real tasks, a three-tier adoption gate, and production rechecks. Use when asked to "eval this skill", "does this skill help", "test this skill before installing", "run the auto-improve loop", or "recheck probationary skills". Takes candidates from skill-miner; runs locally with the user's own agent CLI and models.
skill-miner
Mine agent session logs (Claude Code, Codex, OpenCode) for user corrections, recurring failures, user frustration, token-heavy sessions, and repeated manual workflows, then find and score skills that could fix them. Use when asked "what skills am I missing", "mine my session logs", "where do my agents keep failing", "find a skill for X", "which sessions burned the most tokens", or to discover existing skills from skills.sh / Floom / local pools before writing anything new. Pairs with skill-eval-loop, which proves candidates before adoption.
strip-image-ai-metadata
Strip C2PA and AI-generation metadata from images (PNG, JPEG, WebP) and their .xmp/.json sidecars, to remove "Generated by AI" / "ChatGPT" / "DALL-E" labels that platforms like LinkedIn, Instagram, and X display. Use when the user wants to clean AI-generated images before posting, remove AI attribution from photos, strip C2PA manifests, sanitize image metadata for professional use, or verify whether an image contains C2PA data.
top-down-comms
Structure any client-facing artifact the way MBB consultants do: governing thought first, action titles that carry the argument, scope exclusions as metadata rather than the opening move. Load this BEFORE writing a client proposal, one-pager, share page, update email, deck, or memo. This is about ARGUMENT STRUCTURE, not tone. Triggers: "proposal", "one-pager", "client update", "make this clean for them", "top-down", "McKinsey/BCG style", "restructure this", "fix the storyline".
workplan
Create, update, or close work plans for multi-step tasks. Use when starting refactors, bug lists, feature work, migrations, or any task with 2+ steps. Also use after auto-compaction to re-orient. Triggers: "workplan", "work plan", "create a plan", "what's the plan", "where was I", or when Claude detects a multi-step task that needs tracking.
domain-uptime-monitor
Probe a list of domains with a real content check per domain, so a suspended deployment or a broken build that still returns HTTP 200 is caught, and alert only when a domain changes state. Use when asked to monitor uptime, watch production domains, set up a health check, or work out why a site looked up but was not.
job-board-scout
Build a deduplicated, ranked queue of new job postings from public job feeds and public Ashby, Greenhouse and Lever boards, filtered by rules you write down. Use when asked to watch job boards, track new roles for a search, build a job review queue, or find remote postings matching specific titles and locations.
reply-debt
Find the mail still waiting on a reply by dropping threads already answered, bots and newsletters, keeping messages that ask something, and ranking them by how long the person has waited. Use when asked what needs a reply, who is waiting, what fell through in the inbox, or to produce a daily follow-up brief.
skillneed
Check whether one additional AI-agent Skill would materially help with a task, then find the best matching GetEdge Skill and return its exact install command. Use when someone asks which Skill to use, says "find a skill for this", invokes SkillNeed before starting work, or wants to know whether their current agent setup is missing relevant procedural expertise.
brain-scan
Scan authorized Claude, Codex, or OpenCode session logs for recurring correction themes, reconstruct real tasks, and measure whether a selected Skill improves the actual output in a blinded no-Skill versus explicitly-loaded comparison. Use when someone asks for an agent brain scan, wants to know which Skills materially help their own work, or asks to test a Skill against their real sessions.
ai-festival-poster
Turn someone's real AI usage into a desert festival lineup poster, painted in Python. Scans local Claude Code and Codex session logs (plus an optional ChatGPT export), counts the sessions in which each tool, model and MCP server was actually used, books the most-used as headliners across three days (Build, Think, Create), and paints a dusk scene with brush strokes. No image model and no invented acts or numbers. Use for "make my AI festival poster", "Instafest for my AI tools", "my AI usage as a lineup".
agent-receipt
Create a compact, evidence-backed proof-of-work receipt for a completed AI agent run. Use when the user wants to summarize what an agent actually built, how long it took, what changed, tests run, interventions, deployment status, or skills used.
agent-skills-gap
Analyze Claude or Codex session logs or pasted prompts to identify evidenced strengths, weak task categories, a surprising weakness, and up to seven relevant skills, then create a private JSON result and shareable card. Use when asked for an AI skills gap test, agent résumé, missing expertise, or a share card about what an agent is good or bad at.
decision-ledger
Convert messy project notes, meeting transcripts, or agent logs into an evidence-linked ledger of decisions, reversals, open questions, owners, and next actions. Use when the user asks what was actually decided, wants a decision log, or needs a reliable handoff from an unstructured discussion.
repo-to-launch
Turn a finished product or repository into a factual launch pack with screenshots/assets, an X post, LinkedIn copy, Product Hunt fields, Reddit/HN variants, and an OG image brief. Use when the user says launch this repo, make launch assets, or turn a shipped product into distribution.
invocation-doctor
Test and improve whether an agent invokes a skill on the right requests and avoids invoking it on near-miss requests. Use when a skill works explicitly but is under-triggered, over-triggered, or has a weak description.
Bio shown is the top-scored skill's repo description as a fallback — real GitHub bios land in a future update.