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Skill catalog

12,331agent 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. meticulous-simulate-and-diff alwaysmeticulous/skills

    Run a Meticulous session simulation against a live URL and analyze the visual output — either by inspecting screenshots directly (quick-check mode) or by comparing pixel and HTML diffs against a base replay. Use when ch…

    8,710 installs
  2. wecomcli-message wecomteam/wecom-cli

    查询当前可以发送消息的聊天会话范围,并向会话列表中的单聊或群聊发送文本、Markdown、图片、文件、语音、视频消息。用户要求“给某人发消息”“在某个群里通知”“给最近会话发消息”或“把图片/文件/语音/视频发到企业微信”时使用。

    8,708 installs
  3. 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
  4. 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…

    8,707 installs
  5. dataverse-python-usecase-builder github/awesome-copilot

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

    8,706 installs
  6. Create Spring Boot Kotlin Project Skeleton

    8,705 installs
  7. mcp-create-declarative-agent github/awesome-copilot

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

    8,704 installs
  8. meticulous-iterative-dev alwaysmeticulous/skills

    Iterative frontend development loop using Meticulous for per-step visual validation. Use when implementing a multi-step frontend change and want to catch visual regressions and unintended side effects at each step, befo…

    8,703 installs
  9. typespec-create-api-plugin github/awesome-copilot

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

    8,702 installs
  10. gateguard affaan-m/ecc

    PreToolUse fact-forcing gate that denies the first Edit/Write/Bash (including MultiEdit and NotebookEdit) attempt until the agent presents concrete facts (importers, data schemas, verbatim user instruction), then allows…

    8,701 installs
  11. promql grafana/skills

    Write, validate, and optimize PromQL for Prometheus / Grafana Mimir / Grafana Cloud Metrics. Covers `rate` vs `irate` vs `increase`, label matchers and regex, `sum / avg / topk / by / without` aggregation, classic + nat…

    8,695 installs
  12. 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
  13. 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…

    8,689 installs
  14. 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…

    8,681 installs
  15. meticulous-test alwaysmeticulous/skills

    Run a Meticulous test run after implementing a frontend change, then hand off to the `meticulous-review` skill to classify each visual change as intended or unintended. Uploads the build once — the same build can be re-…

    8,678 installs
  16. Generate complete Power Platform custom connector with MCP integration for Copilot Studio - includes schema generation, troubleshooting, and validation

    8,675 installs
  17. nuxt onmax/nuxt-skills

    Nuxt full-stack Vue framework with SSR, auto-imports, and file-based routing. Use when working with Nuxt apps, server routes, useFetch, middleware, or hybrid rendering.

    8,674 installs
  18. smart-ocr claude-office-skills/skills

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    8,674 installs
  19. 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…

    8,674 installs
  20. 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
  21. Generate a complete MCP server implementation optimized for Copilot Studio integration with proper schema constraints and streamable HTTP support

    8,671 installs
  22. 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.

    8,669 installs
  23. shuffle-json-data github/awesome-copilot

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

    8,666 installs
  24. 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
  25. 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

    8,665 installs
  26. typespec-create-agent github/awesome-copilot

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

    8,663 installs
  27. 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
  28. centos-linux-triage github/awesome-copilot

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

    8,660 installs
  29. 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
  30. mysql planetscale/database-skills

    Plan and review MySQL/InnoDB schema, indexing, query tuning, transactions, and operations. Use when creating or modifying MySQL tables, indexes, or queries; diagnosing slow/locking behavior; planning migrations; or trou…

    8,659 installs
  31. meticulous-use-session-data alwaysmeticulous/skills

    Download and use structured Meticulous session data (user flows + network mocks) for testing code changes locally. Use when you need to understand what user interactions and API calls a test covers, or when you want net…

    8,656 installs
  32. 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…

    8,655 installs
  33. excalidraw-diagram coleam00/excalidraw-diagram-skill

    Create Excalidraw diagram JSON files that make visual arguments. Use when the user wants to visualize workflows, architectures, or concepts.

    8,651 installs
  34. flutter-caching-data flutter/agent-plugins

    No description provided.

    8,651 installs
  35. korean-character-count nomadamas/k-skill

    Count Korean text deterministically with exact grapheme, line, and byte contracts for self-intros and form limits.

    8,651 installs
  36. update-avm-modules-in-bicep github/awesome-copilot

    Update Azure Verified Modules (AVM) to latest versions in Bicep files.

    8,643 installs
  37. dialogue-systems gamedev-skills/awesome-gamedev-agent-skills

    Build branching dialogue and narrative — a node/choice graph with conditions, variables, and localization hooks — and choose between authoring tools Ink and Yarn Spinner or a custom data-driven runner. Engine-neutral. U…

    8,637 installs
  38. flutter-reducing-app-size flutter/agent-plugins

    No description provided.

    8,617 installs
  39. entra-agent-user github/awesome-copilot

    Create Agent Users in Microsoft Entra ID from Agent Identities, enabling AI agents to act as digital workers with user identity capabilities in Microsoft 365 and Azure environments.

    8,611 installs
  40. ruby-mcp-server-generator github/awesome-copilot

    Generate a complete Model Context Protocol server project in Ruby using the official MCP Ruby SDK gem.

    8,606 installs
  41. getting-started crewaiinc/skills

    CrewAI architecture decisions and project scaffolding. Use when starting a new crewAI project, choosing between LLM.call() vs Agent.kickoff() vs Crew.kickoff() vs Flow, scaffolding with 'crewai create flow', setting up…

    8,600 installs
  42. drawio bahayonghang/drawio-skills

    Create, edit, replicate, import, and export draw.io diagrams with an offline YAML-first workflow: architecture, network topologies, flowcharts, UML/ER, org charts, Mermaid/CSV conversion, existing .drawio bundles, style…

    8,599 installs
  43. connector-weatherapi caffeinelabs/skills

    MANDATORY recipe for every Caffeine build that reads weather data from a canister. The supported path is the `weatherapi-client` mops package (WeatherAPI.com) over outbound HTTPS, authenticated with a query-string API k…

    8,598 installs
  44. spring-boot-engineer jeffallan/claude-skills

    Generates Spring Boot 3.x configurations, creates REST controllers, implements Spring Security 6 authentication flows, sets up Spring Data JPA repositories, and configures reactive WebFlux endpoints. Use when building S…

    8,597 installs
  45. emblem-token-swap emblemcompany/agent-skills

    Execute token swaps across 6 blockchains via EmblemAI. Automatic route optimization and cross-chain bridging via ChangeNow. Use when the user wants to swap tokens, exchange crypto, convert between currencies, or bridge…

    8,595 installs
  46. godot-ui-control gamedev-skills/awesome-gamedev-agent-skills

    Build Godot 4.7 user interfaces with Control nodes: anchors and offsets for responsive layout, Container nodes (VBox/HBox/Grid/Margin) for automatic arrangement, Theme resources for consistent styling, and keyboard/game…

    8,594 installs
  47. next vercel-labs/json-render

    Next.js renderer for json-render that turns JSON specs into full Next.js applications with routes, layouts, SSR, and metadata. Use when working with @json-render/next, building Next.js apps from JSON specs, or creating…

    8,592 installs
  48. gh-axi kunchenguid/gh-axi

    Operate GitHub through the gh-axi CLI - issues, pull requests, discussions, stacked PRs, workflow runs, workflows, releases, repositories, labels, gists, Projects (v2), Actions secrets and variables, search, and raw API…

    8,590 installs
  49. dbs-skill-maker dontbesilent2025/dbskill

    制作新 Skill,或改进已有 Skill。先按改动规模给出方案并等待确认,再生成或修改文件,并用真实任务对比改动前后的表现。用户要求做 Skill、把反复出现的问题沉淀成 Skill、修改或修复 Skill、根据失败案例改进 Skill、检查或测试 Skill 时使用;只有用户明确要求分享或发布时,才准备 GitHub 仓库并验证 `npx skills add`。

    8,581 installs
  50. flutter-building-forms flutter/agent-plugins

    No description provided.

    8,579 installs