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Skill catalog

12,008agent 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. typespec-api-operations github/awesome-copilot

    Add GET, POST, PATCH, and DELETE operations to a TypeSpec API plugin with proper routing, parameters, and adaptive cards

    8,775 installs
  2. cargo-diagnostics getcargohq/cargo-skills

    Explain what a Cargo run or batch actually did, after the fact — trace one run node by node, draw the graph it executed with the failing step marked, sweep a batch or play for errors grouped by root cause, and attribute…

    8,773 installs
  3. emblem-ai-react emblemcompany/agent-skills

    React integration skill for EmblemAI's one-shot user management. Use when the user wants to add website authentication plus wallet-enabled users to a React app with EmblemAuthProvider, ConnectButton, social/email/wallet…

    8,772 installs
  4. tldr-prompt github/awesome-copilot

    Create tldr summaries for GitHub Copilot files (prompts, agents, instructions, collections), MCP servers, or documentation from URLs and queries.

    8,772 installs
  5. structured-autonomy-implement github/awesome-copilot

    Structured Autonomy Implementation Prompt

    8,771 installs
  6. modern-python trailofbits/skills

    Configures Python projects with modern tooling (uv, ruff, ty). Use when creating projects, writing standalone scripts, or migrating from pip/Poetry/mypy/black.

    8,769 installs
  7. fedora-linux-triage github/awesome-copilot

    Triage and resolve Fedora issues with dnf, systemd, and SELinux-aware guidance.

    8,767 installs
  8. swift-mcp-server-generator github/awesome-copilot

    Generate a complete Model Context Protocol server project in Swift using the official MCP Swift SDK package.

    8,762 installs
  9. fabric-lakehouse github/awesome-copilot

    Use this skill to get context about Fabric Lakehouse and its features for software systems and AI-powered functions. It offers descriptions of Lakehouse data components, organization with schemas and shortcuts, access c…

    8,758 installs
  10. gen-specs-as-issues github/awesome-copilot

    This workflow guides you through a systematic approach to identify missing features, prioritize them, and create detailed specifications for implementation.

    8,756 installs
  11. Suggest relevant GitHub Copilot instruction files from the awesome-copilot repository based on current repository context and chat history, avoiding duplicates with existing instructions in this repository, and identify…

    8,755 installs
  12. Manage and query Agent Platform RAG Engine Corpora and retrieve grounded contexts using the Google GenAI SDK. Use when listing RAG corpora or files, inspecting a corpus, retrieving contexts, or generating content ground…

    8,746 installs
  13. power-apps-code-app-scaffold github/awesome-copilot

    Scaffold a complete Power Apps Code App project with PAC CLI setup, SDK integration, and connector configuration

    8,740 installs
  14. structured-autonomy-generate github/awesome-copilot

    Structured Autonomy Implementation Generator Prompt

    8,737 installs
  15. dataverse-python-quickstart github/awesome-copilot

    Generate Python SDK setup + CRUD + bulk + paging snippets using official patterns.

    8,733 installs
  16. ctf-malware ljagiello/ctf-skills

    Provides malware analysis and network traffic techniques for CTF challenges. Use when analyzing obfuscated scripts, malicious packages, custom crypto protocols, C2 traffic, PE/.NET binaries, RC4/AES encrypted communicat…

    8,732 installs
  17. Agent Platform Model Tuning. Use when you need to fine-tune open models or Gemini models using Agent Platform infrastructure. Don't use for model training outside Agent Platform, model deployment to endpoints (use `agen…

    8,731 installs
  18. emblem-ai emblemcompany/agent-skills

    One-shot user management for apps, multi-chain wallet authentication, an AI-powered assistant, and AI app introspection. Use when the user wants to let website users sign in with wallets, email/password, or social login…

    8,731 installs
  19. copilot-usage-metrics github/awesome-copilot

    Retrieve and display GitHub Copilot usage metrics for organizations and enterprises using the GitHub CLI and REST API.

    8,724 installs
  20. GraalVM Native Image skill for Spring Boot, Micronaut and plain Java: detects the build tool and framework, adds native image support, builds the executable, analyzes errors, and iterates until the native build succeeds…

    8,717 installs
  21. Manages and orchestrates prompts in Agent Platform. Use when you need to create, list, retrieve, version, or delete managed prompts in Agent Platform. Don't use for model training, model deployment to endpoints, or mana…

    8,716 installs
  22. mcp-create-adaptive-cards github/awesome-copilot

    Skill converted from mcp-create-adaptive-cards.prompt.md

    8,715 installs
  23. emblem-ai-agent-wallet emblemcompany/emblemai-agentwallet

    Connect to EmblemVault and manage crypto wallets via EmblemAI. Supports Solana, Ethereum, Base, BSC, Polygon, Hedera, and Bitcoin. Use when the user wants to trade crypto, check balances, swap tokens, interact with bloc…

    8,707 installs
  24. transloadit-media-processing github/awesome-copilot

    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 d…

    8,704 installs
  25. dataverse-python-usecase-builder github/awesome-copilot

    Generate complete solutions for specific Dataverse SDK use cases with architecture recommendations

    8,702 installs
  26. mcp-create-declarative-agent github/awesome-copilot

    Skill converted from mcp-create-declarative-agent.prompt.md

    8,702 installs
  27. Create Spring Boot Kotlin Project Skeleton

    8,701 installs
  28. typespec-create-api-plugin github/awesome-copilot

    Generate a TypeSpec API plugin with REST operations, authentication, and Adaptive Cards for Microsoft 365 Copilot

    8,700 installs
  29. code-simplifier getsentry/skills

    Simplifies and refines code for clarity, consistency, and maintainability while preserving all functionality. Use when asked to "simplify code", "clean up code", "refactor for clarity", "improve readability", or review…

    8,696 installs
  30. emblem-defi-yield emblemcompany/agent-skills

    DeFi yield research and liquid staking via EmblemAI. Discover yield opportunities, compare protocols, check DeFi positions with Nansen, and enter liquid staking via token swaps. Use when the user wants to research yield…

    8,693 installs
  31. cosmosdb-datamodeling github/awesome-copilot

    Step-by-step guide for capturing key application requirements for NoSQL use-case and produce Azure Cosmos DB Data NoSQL Model design using best practices and common patterns, artifacts_produced: "cosmosdb_requirements.m…

    8,687 installs
  32. emblem-memecoin-scout emblemcompany/agent-skills

    Memecoin discovery and risk assessment via EmblemAI. Trending memecoins on Solana, Base, and Hedera. Pump.fun and LaunchLab new token alerts, Clanker discovery, rug-pull detection, holder analysis, and smart money track…

    8,678 installs
  33. dbs-skill-cleaner dontbesilent2025/dbskill

    扫描本地 Skill 中的广告导流、隐蔽商业意图、任务劫持、可疑外部调用和敏感数据读取,默认只报告。用户要求审查、清理或隔离问题 Skill 时使用。

    8,673 installs
  34. sponsor-finder github/awesome-copilot

    Find which of a GitHub repository's dependencies are sponsorable via GitHub Sponsors. Uses deps.dev API for dependency resolution across npm, PyPI, Cargo, Go, RubyGems, Maven, and NuGet. Checks npm funding metadata, FUN…

    8,672 installs
  35. Generate complete Power Platform custom connector with MCP integration for Copilot Studio - includes schema generation, troubleshooting, and validation

    8,670 installs
  36. Generate a complete MCP server implementation optimized for Copilot Studio integration with proper schema constraints and streamable HTTP support

    8,667 installs
  37. unity-cli unity-technologies/skills

    Controls the Unity Editor and projects from the command line, driving a running Editor to edit scenes and assets or run C#. Use when asked to install or manage Editors, licenses, or projects, set up version control, bui…

    8,667 installs
  38. meticulous-cli alwaysmeticulous/skills

    Overview of the Meticulous CLI tool and its global options. Use when asking about the meticulous CLI in general, available commands, or global flags that apply to all commands.

    8,666 installs
  39. az-cost-optimize github/awesome-copilot

    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.

    8,665 installs
  40. kotlin-mcp-server-generator github/awesome-copilot

    Generate a complete Kotlin MCP server project with proper structure, dependencies, and implementation using the official io.modelcontextprotocol:kotlin-sdk library.

    8,665 installs
  41. shuffle-json-data github/awesome-copilot

    Shuffle repetitive JSON objects safely by validating schema consistency before randomising entries.

    8,664 installs
  42. declarative-agents github/awesome-copilot

    Complete development kit for Microsoft 365 Copilot declarative agents with three comprehensive workflows (basic, advanced, validation), TypeSpec support, and Microsoft 365 Agents Toolkit integration

    8,663 installs
  43. azure-resource-health-diagnose github/awesome-copilot

    Analyze Azure resource health, diagnose issues from logs and telemetry, and create a remediation plan for identified problems.

    8,662 installs
  44. typespec-create-agent github/awesome-copilot

    Generate a complete TypeSpec declarative agent with instructions, capabilities, and conversation starters for Microsoft 365 Copilot

    8,661 installs
  45. containerize-aspnet-framework github/awesome-copilot

    Containerize an ASP.NET .NET Framework project by creating Dockerfile and .dockerfile files customized for the project.

    8,660 installs
  46. github callstackincubator/agent-skills

    GitHub patterns using gh CLI for pull requests, stacked PRs, code review, branching strategies, and repository automation. Use when working with GitHub PRs, merging strategies, or repository management tasks.

    8,660 installs
  47. centos-linux-triage github/awesome-copilot

    Triage and resolve CentOS issues using RHEL-compatible tooling, SELinux-aware practices, and firewalld.

    8,655 installs
  48. hyperliquid starchild-ai-agent/official-skills

    Trade perp futures, spot, and RWA on Hyperliquid DEX with up to asset max leverage. Use when placing perp or spot orders, setting TP/SL, or moving funds on Hyperliquid (e.g. long BTC 5x, sell ETH, deposit USDC, set stop…

    8,652 installs
  49. flutter-caching-data flutter/agent-plugins

    No description provided.

    8,651 installs
  50. home-assistant-best-practices homeassistant-ai/skills

    Home Assistant (HA) best practices. Load first, before answering or exploring, on any HA request. TRIGGER THIS SKILL WHEN: - Creating or editing automations, scripts, scenes, dashboards, blueprints - Choosing template s…

    8,651 installs