Agent skills

Skills for copilot

Read straight from the source repositories, not from submitted listings. Every skill shows what it does, what is inside, where it came from — and whether attention around its source is actually growing.

Toolclaude-code 28,839codex 6,576cursor 4,239copilot 1,338windsurf 73cline 44
CategoryAI & Agents 4,178Data & Analytics 3,150Code Review & Quality 1,855Backend & API 1,737Security 1,624Workflow & Productivity 1,610Documentation 1,359Design & Presentation 1,342Content & Marketing 1,217Testing & QA 1,077DevOps & Cloud 782Databases 734Frontend 626Business & Finance 444Media & Video 346Other 7,919
2,266 found
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pr-dashboardOpen a GitHub PR dashboard in the browser. Use when the user asks to see their pull requests, open the PR dashboard, show PRs for…githubscriptspublish-to-pagesPublish presentations and web content to GitHub Pages. Converts PPTX, PDF, HTML, or Google Slides to a live GitHub Pages URL.…githubscriptsrefresh-semantic-modelAutomatically invoke this skill whenever the user asks to refresh a semantic model or a dataset. Can also be used to manage…data-goblinscriptsskill-stocktakeUse when auditing Codex skills and commands for quality. Supports Quick Scan (changed skills only) and Full Stocktake modes with…mturacscriptsthe-juryUse when a question, decision, plan, tradeoff, or claim needs a rigorous verdict and one perspective is not enough. Spawns a…tech-leads-clubscriptsdrawioGenerate draw.io diagrams as .drawio files and export to PNG/SVG/PDF with embedded XMLgithubscriptsexample-skillExample skill template used for the CreateHub template. You should never use this skill directly as it is just a template made to…aws-samplesscriptsfastapi-router-pyCreate FastAPI routers with CRUD operations, authentication dependencies, and proper response models. Use when building REST API…microsoftscriptsgh-address-commentsAddress review and issue comments on the open GitHub PR for the current branch using gh CLI. Use when user says "address PR…tech-leads-clubscriptsgh-fix-ciUse when a user asks to debug or fix failing GitHub PR checks that run in GitHub Actions. Uses `gh` to inspect checks and logs…tech-leads-clubscriptsios-icon-genGenerate iOS app icons as PNG imagesets for Xcode asset catalogs from SF Symbols (5000+ Apple-native) or Iconify API (275k+ open…mturacscriptsmd-to-docxConvert Markdown files to professionally formatted Word (.docx) documents with embedded PNG images — pure JavaScript, no external…githubscriptsnamecheapManage DNS records for domains registered with Namecheap via their API. List domains, view/add/update/remove DNS host entries (A…githubscriptsnano-banana-pro-openrouterGenerate or edit images via OpenRouter with the Gemini 3 Pro Image model. Use for prompt-only image generation, image edits, and…githubscriptsnanobanana-skillGenerate or edit images via Google Gemini (nanobanana). This is the DEFAULT image skill — use whenever the user asks to generate…feiskyerwritesscriptsoptimize-simplicite-logscapability to parse Simplicité logs from a raw `.txt` file, filter fields to reduce noise, and output the result as structured…githubscriptspydantic-models-pyCreate Pydantic models following the multi-model pattern with Base, Create, Update, Response, and InDB variants. Use when…microsoftscriptsreact-flow-node-tsCreate React Flow node components with TypeScript types, handles, and Zustand integration. Use when building custom nodes for…microsoftscriptsrules-distillScan skills to extract cross-cutting principles and distill them into rules — append, revise, or create new rule filesmturacscriptssentryInspect Sentry issues, summarize production errors, and pull health data via the Sentry API (read-only). Use when user says…tech-leads-clubscriptsspark-memory-thermal-opsManage unified memory and thermals during long-running ML jobs on NVIDIA DGX Spark. Use when planning memory headroom for a…wshobsonscriptsspark-training-gotchasPreflight and diagnose the ten known failure modes for ML training on NVIDIA DGX Spark. Use when a training run on DGX Spark…wshobsonscriptsvercel-deployDeploy applications and websites to Vercel. Use when the user requests deployment actions like "deploy my app", "deploy and give…tech-leads-clubscriptseyeballDocument analysis with inline source screenshots. When you ask Copilot to analyze a document, Eyeball generates a Word doc where…githubscriptsfile-conversionConvert files between formats — PDF to Word, HEIC to JPG, MP4 to MP3, CSV to JSON, EPUB to MOBI, and 999 total routes across…wshobsonscriptslatchshot-page-captureUse this skill when a user needs a screenshot, website thumbnail, full-page capture, or PDF of a public HTTP(S) webpage saved as…githubscriptslineage-analysisTrace relationships between semantic models and downstream reports across Fabric workspaces. Automatically invoke when the user…data-goblinscriptsmanim-videoBuild reusable Manim explainers for technical concepts, graphs, system diagrams, and product walkthroughs, then hand off to the…mturacscriptssandbox-npm-installInstall npm packages in a Docker sandbox environment. Use this skill whenever you need to install, reinstall, or update…githubscriptssql-server-table-reconciliationUse when: comparing SQL Server tables across instances, data migration validation, ETL verification, row mismatch detection…githubscriptsweb-quality-auditComprehensive web quality audit covering performance, accessibility, SEO, and best practices in a single review. Use when asked…tech-leads-clubscriptswebapp-testingToolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality…githubscriptszustand-store-tsCreate Zustand stores with TypeScript, subscribeWithSelector middleware, and proper state/action separation. Use when building…microsoftscriptswa-reviewPerform a full AWS Well-Architected Framework review evaluating all 57 questions across 6 pillars by analyzing code, IaC, and…aws-samplescloudflare-deployDeploy applications and infrastructure to Cloudflare using Workers, Pages, and related platform services. Use when the user asks…tech-leads-clubteams-app-developerBuilds, tests, and deploys Microsoft 365 apps and agents for Teams and Copilot. Includes sub-skills for project creation, local…microsoftpbir-formatFormat reference for Power BI Enhanced Report (PBIR) JSON schemas and patterns. Automatically invoke when the user asks about…data-goblinreact-best-practicesReact and Next.js performance optimization guidelines from Vercel Engineering. Use when writing, reviewing, or refactoring…tech-leads-clubcontext-engineLoad brand context for marketing tasks. Use when: setting up brands, switching context, or needing industry benchmarks.indranilbanerjeetmdlDirect TMDL file authoring and BIM-to-TMDL conversion for semantic models in PBIP projects. Automatically invoke when the user…data-goblinmatlab-build-appBuild MATLAB apps from requirements to working code. Asks discovery questions (or skips them when the path is known), recommends…matlabwritesmodifying-theme-jsonDesign, enforce, audit, and validate Power BI report themes through the pbir CLI. Invoke when a report uses a default or minimal…data-goblinmatlab-classify-tabular-dataUse this skill to classify tabular data end-to-end in MATLAB — load a dataset, prepare and clean it, select promising…matlabmatlab-prepare-signal-dataUse this skill when conditioning, loading, preparing, or labeling signal data for analysis or ML training. Covers: cleaning a…matlabangular-developerGenerates Angular code and provides architectural guidance. Trigger when creating projects, components, or services, or for best…mturacphoenix-evalsBuild and run evaluators for AI/LLM applications using Phoenix.github30-design-master-globalMaster design skill for ai-business-skills — covers 8 design categories (personal brand, business logo, campaign visual…minhnv080730-thiet-ke-masterMaster design skill cho ai-business-skills — 8 loại thiết kế (personal brand, business logo, campaign visual, marketing…minhnv0807
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How the catalog works
What is an agent skill?

A folder with a SKILL.md inside — instructions, and often scripts and assets, that an AI agent loads when the task matches. Claude Code, Codex, Cursor and Copilot all read the same format, so one skill usually works across them.

Where does this catalog come from?

We read 660 source repositories straight from their file trees rather than from submitted listings — what you see is what is actually published. 98 repositories were rejected because they advertise skills but contain none: link lists, not folders.

Why is there no install counter?

Because install counts live in the registry that serves `npx skills add`, and that is not ours — publishing a number we cannot verify would be worse than showing none. Instead we show where a skill comes from and whether attention around its source is actually growing, measured from our own weekly snapshots.

Do you deduplicate?

Yes, and it matters more than expected. Aggregator repositories republish the same skill in several places — one source carried 6,317 SKILL.md files for 2,001 actual skills. We collapse by folder name and keep the canonical copy, so the catalog counts things, not copies.

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