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Skill catalog

1,735ai & agents agent skills synced from skills.sh, with their install counts. Read them here, or let your agent fetch the right one through the Graph-of-Skills MCP server.

Want your agent to use these? Set up Graph-of-Skills or get a free key. How these skills are sourced and what we check. Cannot find one? Your agent can write a skill for your own library. Have skills of your own? Install one on another machine. A skill that comes from GitHub shows its npx skills add command on its page.

  1. cargo-ai getcargohq/cargo-skills

    Build and configure AI agents inside Cargo — create an agent, choose its model and temperature, write its prompt, attach knowledge for retrieval (RAG), connect MCP tool servers, manage memories, and deploy releases. Tri…

    9,849 installs
  2. 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. Use when building or debugging an MCP server — tools, r…

    9,846 installs
  3. cargo-workspace-management getcargohq/cargo-skills

    Administer a Cargo workspace and talk back to the Cargo team — invite and manage members, mint and rotate API tokens, organize plays, tools, and agents into folders, inspect roles, upload batch input files, and file rep…

    9,845 installs
  4. baoyu-wechat-summary jimliu/baoyu-skills

    Summarizes WeChat group chat highlights into a structured digest using the local wx-cli binary (https://github.com/jackwener/wx-cli). Generates a normal digest by default; a roast (毒舌) version is opt-in. Maintains per-g…

    9,831 installs
  5. msw-defaultplayer msw-git/msw-ai-coding-plugins-official

    MSW DefaultPlayer (character) management. Use the msw-general ModelBuilder to inspect/patch DefaultPlayer.model and Player.model, add/remove components, configure movement speed / jump force / HP / camera, and per-map-m…

    9,795 installs
  6. okx-ai okx/onchainos-skills

    Operate OKX.AI agents and marketplace workflows. Use when the user wants to register, update, or view Agent identities; discover, publish, buy, or manage Agent services(tasks), including signal services; create or fulfi…

    9,794 installs
  7. msw-search msw-git/msw-ai-coding-plugins-official

    MSW search integration — (1) vector search for API docs and implementation guides via the msw-mcp MCP server (mlua_api_retriever / mlua_document_retriever), (2) REST API search for resources (sprite / animation / sound…

    9,786 installs
  8. boost-prompt github/awesome-copilot

    Interactive prompt refinement workflow: interrogates scope, deliverables, constraints; copies final markdown to clipboard; never writes code. Requires the Joyride extension.

    9,783 installs
  9. msw-avatar msw-git/msw-ai-coding-plugins-official

    MSW avatar management — costume (CostumeManagerComponent, 17 slots) + animation 3-layer pipeline (StateComponent → AvatarStateAnimationComponent → AvatarRendererComponent). Four-level distinction: State key (uppercase)…

    9,765 installs
  10. cargo getcargohq/cargo-skills

    Router for the Cargo CLI skill bundle — load first for anything Cargo, and whenever a task spans two Cargo domains. Explains what each skill owns, declarative GTM as Code projects (cargo-project) vs the imperative CLI,…

    9,752 installs
  11. Split an RFC into a multi-agent execution DAG — decompose into work units with dependencies and acceptance tests, run research, plan, implement, test, and review per unit, then merge through a queue with re-based branch…

    9,701 installs
  12. cargo-content getcargohq/cargo-skills

    Manage the knowledge a Cargo workspace holds — upload files (PDF, CSV, text), rename and organize them, and build native or connector-backed libraries that sync from an external source, so agents can retrieve them (RAG)…

    9,698 installs
  13. agent-eval affaan-m/ecc

    Head-to-head comparison of coding agents (Claude Code, Aider, Codex, etc.) on custom tasks with pass rate, cost, time, and consistency metrics. Use when choosing between coding agents, or when a change to an agent setup…

    9,664 installs
  14. msw-packages msw-git/msw-ai-coding-plugins-official

    MSWPackages catalog — official 1st-party prebuilt packages for common MSW features. Use this skill BEFORE writing a feature from scratch when the user asks for any standard game system (toast/notification, ranking/leade…

    9,660 installs
  15. mcp-cli github/awesome-copilot

    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…

    9,650 installs
  16. Design optimal agent team compositions with sizing heuristics, preset configurations, and agent type selection. Use this skill when deciding how many agents to spawn for a task, when choosing between a review team versu…

    9,639 installs
  17. nanoclaw-repl affaan-m/ecc

    Operate and extend NanoClaw, ECC's zero-dependency session-aware REPL, with persistent markdown-backed sessions and slash commands for model switching, skill loading, session branching, cross-session search, history com…

    9,638 installs
  18. mcp-builder mcp-use/mcp-use

    Build, modify, debug, migrate, review, or verify TypeScript MCP servers and MCP Apps with mcp-use. Use for tools, resources, prompts, middleware, Views, authentication, Skills over MCP, scaffolding, and advanced feature…

    9,630 installs
  19. msw-behaviourtree msw-git/msw-ai-coding-plugins-official

    Authors MSW `.behaviourtree` files end-to-end and maintains the project-specific authoring spec (`.behaviourDocs/bt-spec.md`). Scans every `.codeblock` whose paired `.mlua` extends `ActionNode`/`DecoratorNode`/`Composit…

    9,629 installs
  20. agent-governance github/awesome-copilot

    Patterns and techniques for adding governance, safety, and trust controls to AI agent systems. Use this skill when: - Building AI agents that call external tools (APIs, databases, file systems) - Implementing policy-bas…

    9,624 installs
  21. claude-devfleet affaan-m/ecc

    Orchestrate multi-agent coding tasks via Claude DevFleet — plan projects, dispatch parallel agents in isolated worktrees, monitor progress, and read structured reports. Use when dispatching parallel coding agents across…

    9,566 installs
  22. team-builder affaan-m/ecc

    Interactive picker that discovers available agent personas via the claude agents command and agents/ markdown globs, groups them into domains, has the user select up to five, dispatches them in parallel on one task, and…

    9,538 installs
  23. dmux-workflows affaan-m/ecc

    Multi-agent orchestration using dmux (tmux pane manager for AI agents). Patterns for parallel agent workflows across Claude Code, Codex, OpenCode, and other harnesses. Use when running multiple agent sessions in paralle…

    9,534 installs
  24. gemini-agents-api google/skills

    Manages custom Agent resources on Gemini Enterprise Agent Platform. Use when the user wants to programmatically create, configure, list, update, or delete stateful, server-managed Agent resources (including mounting fil…

    9,505 installs
  25. unlazy leonxlnx/unlazy

    Enforces completion discipline for substantial autonomous work by writing acceptance gates before execution, decomposing work with the Depth Tree, running approved checks, and re-verifying evidence before reporting. Use…

    9,404 installs
  26. prompt-builder github/awesome-copilot

    Guide users through creating high-quality GitHub Copilot prompts with proper structure, tools, and best practices.

    9,398 installs
  27. copilot-sdk github/awesome-copilot

    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.…

    9,395 installs
  28. chatgpt-app-builder mcp-use/mcp-use

    Build, modify, debug, migrate, review, or verify TypeScript MCP servers and MCP Apps with mcp-use. Use for tools, resources, prompts, middleware, Views, authentication, Skills over MCP, scaffolding, and advanced feature…

    9,365 installs
  29. rules-distill affaan-m/ecc

    Scan skills to extract cross-cutting principles and distill them into rules — append, revise, or create new rule files. Use when the same principle keeps recurring across skills and belongs in a rule file instead.

    9,341 installs
  30. skill-comply affaan-m/ecc

    Visualize whether skills, rules, and agent definitions are actually followed — auto-generates scenarios at 3 prompt strictness levels, runs agents, classifies behavioral sequences, and reports compliance rates with full…

    9,298 installs
  31. remember github/awesome-copilot

    Transforms lessons learned into domain-organized memory instructions (global or workspace). Syntax: `/remember [>domain [scope]] lesson clue` where scope is `global` (default), `user`, `workspace`, or `ws`.

    9,248 installs
  32. update-specification github/awesome-copilot

    Update an existing specification file for the solution, optimized for Generative AI consumption based on new requirements or updates to any existing code.

    9,211 installs
  33. remembering-conversations obra/episodic-memory

    You MUST invoke this skill before saying "I don't know," guessing, or treating any topic as new, no matter how trivial the question seems. It supplements other memory systems, which only hold partial records. Searching…

    9,205 installs
  34. santa-method affaan-m/ecc

    Multi-agent adversarial verification: two independent reviewers with the same rubric must both pass before output ships, with a fix-and-re-review convergence loop and human escalation cap. Use when gating publishing, pr…

    9,184 installs
  35. rust-mcp-server-generator github/awesome-copilot

    Generate a complete Rust Model Context Protocol server project with tools, prompts, resources, and tests using the official rmcp SDK

    9,183 installs
  36. Offer a choice of response depth (25%/50%/75%/100%) with token estimates before answering, then answer at that level. Use when the user asks to control response length or token budget, such as 'token budget', 'short ver…

    9,167 installs
  37. use-link-identity stripe/link-cli

    Use Link CLI's identity commands when a service requests a Link Agent Attestation Token (AAT) or signed user claims such as email. Covers acquiring and managing attestations, obtaining identity credentials, and presenti…

    9,167 installs
  38. go-mcp-server-generator github/awesome-copilot

    Generate a complete Go MCP server project with proper structure, dependencies, and implementation using the official github.com/modelcontextprotocol/go-sdk.

    9,166 installs
  39. create-llms github/awesome-copilot

    Create an llms.txt file from scratch based on repository structure following the llms.txt specification at https://llmstxt.org/

    9,165 installs
  40. finnish-humanizer github/awesome-copilot

    Detect and remove AI-generated markers from Finnish text, making it sound like a native Finnish speaker wrote it. Use when asked to "humanize", "naturalize", or "remove AI feel" from Finnish text, or when editing .md/.t…

    9,157 installs
  41. managed-deep-agents langchain-ai/langchain-skills

    INVOKE THIS SKILL when building, testing, or deploying Managed Deep Agents in LangSmith. Walks a user through their first agent end to end — interviewing them about what they want to build, mapping it onto what MDA can…

    9,152 installs
  42. microsoft-skill-creator github/awesome-copilot

    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,…

    9,012 installs
  43. finalize-agent-prompt github/awesome-copilot

    Finalize prompt file using the role of an AI agent to polish the prompt for the end user.

    8,979 installs
  44. remember-interactive-programming github/awesome-copilot

    A micro-prompt that reminds the agent that it is an interactive programmer. Works great in Clojure when Copilot has access to the REPL (probably via Backseat Driver). Will work with any system that has a live REPL that…

    8,959 installs
  45. Add x402 payment execution to AI agents with per-task budgets, spending controls, and non-custodial wallets. Supports Base through agentwallet-sdk, X Layer through OKX Payments / OKX Agent Payments Protocol, and Solana…

    8,955 installs
  46. okx-wallet-portfolio okx/onchainos-skills

    Public-address portfolio lookup across XLayer, Solana, Ethereum, Base, BSC, Arbitrum, Polygon and 20+ chains. Invoke when the user supplies a wallet address and wants its: balance, token holdings, total portfolio value,…

    8,954 installs
  47. langgraph-cli langchain-ai/langchain-skills

    INVOKE THIS SKILL when using the langgraph CLI to scaffold, develop, build, or deploy LangGraph applications. Covers langgraph new, dev, build, up, deploy, and langgraph.json configuration.

    8,953 installs
  48. 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 v…

    8,942 installs
  49. ck affaan-m/ecc

    Persistent per-project memory for Claude Code (Context Keeper) driven by deterministic Node.js /ck commands: init, save, resume, info, list, forget, and v1-to-v2 migrate, plus a SessionStart hook that injects a compact…

    8,937 installs
  50. what-context-needed github/awesome-copilot

    Ask Copilot what files it needs to see before answering a question

    8,937 installs