Skills real projects publish on GitHub, most starred first. Each one says what it will make an agent do before you copy it.
hoangsonwwSkillhoangsonww/Claude-Code-Agent-Monitor/.claude/skills/mcp-operations/SKILL.md
Operate and maintain the local MCP server for this project. Use when creating MCP host config, troubleshooting tool connectivity, modifying tool domains, or adjusting safety policy flags.
rohitg00Skillrohitg00/pro-workflow/skills/mcp-audit/SKILL.md
Audit connected MCP servers for token overhead, redundancy, and security. Use when sessions feel slow or before adding new MCPs.
ruvnetSkillruvnet/RuView/.claude/skills/v3-mcp-optimization/SKILL.md
MCP server optimization and transport layer enhancement for claude-flow v3. Implements connection pooling, load balancing, tool registry optimization, and performance monitoring for sub-100ms response times.
nanocoaiSkillnanocoai/nanoclaw/.claude/skills/add-atomic-chat-tool/SKILL.md
Add Atomic Chat MCP server so the container agent can call local models served by the Atomic Chat desktop app via its OpenAI-compatible API.
MicrosoftSkillmicrosoft/vscode/extensions/copilot/assets/prompts/skills/agent-customization/SKILL.md
**WORKFLOW SKILL** — Create, update, review, fix, or debug VS Code agent customization files (.instructions.md, .prompt.md, .agent.md, SKILL.md, copilot-instructions.md, AGENTS.md). USE FOR: saving coding preferences; troubleshooting why instructions/skills/agents are ignored or not invoked; configuring applyTo patterns; defining tool restrictions; creating custom agent modes or specialized workflows; packaging domain knowledge; fixing YAML frontmatter syntax. DO NOT USE FOR: general coding questions (use default agent); runtime debugging or error diagnosis; MCP server configuration (use MCP docs directly); VS Code extension development. INVOKES: file system tools (read/write customization files), ask-questions tool (interview user for requirements), subagents for codebase exploration. FOR SINGLE OPERATIONS: For quick YAML frontmatter fixes or creating a single file from a known pattern, edit the file directly — no skill needed.
ruvnetSkillruvnet/ruflo/.agents/skills/v3-mcp-optimization/SKILL.md
MCP server optimization and transport layer enhancement for claude-flow v3. Implements connection pooling, load balancing, tool registry optimization, and performance monitoring for sub-100ms response times.
AnthropicSkillanthropics/knowledge-work-plugins/partner-built/zoom-plugin/skills/zoom-mcp/SKILL.md
Guidance for the bundled Zoom MCP connectors. Use after routing to an MCP workflow when planning or troubleshooting tool-based access to meetings, recordings, meeting assets, or transcripts. Route Zoom Docs requests to the dedicated Docs MCP server and Whiteboard-specific requests to `zoom-mcp/whiteboard`.
OpenAISkillopenai/skills/skills/.curated/figma/SKILL.md
Use the Figma MCP server to fetch design context, screenshots, variables, and assets from Figma, and to translate Figma nodes into production code. Trigger when a task involves Figma URLs, node IDs, design-to-code implementation, or Figma MCP setup and troubleshooting.
samuelgurskySkillsamuelgursky/davinci-resolve-mcp/.agents/skills/release-check/SKILL.md
Walk through a version bump and release for the DaVinci Resolve MCP server — version selection, every file that needs updating, required validation, tag, and GitHub Release.
composio-communitySkillcomposio-community/awesome-codex-skills/helium-mcp/SKILL.md
Search real-time news with bias scoring, get live stock/ETF/crypto data with AI analysis, ML options pricing, balanced news synthesis, and meme search via the Helium MCP server.
AWSSkillawslabs/cli-agent-orchestrator/skills/mcp-apps-builder/SKILL.md
Load the official MCP Apps builder skills (create-mcp-app, migrate-oai-app, add-app-to-server, convert-web-app) from github.com/modelcontextprotocol/ext-apps. Use when the user says "build an MCP App", "add a ui:// view to my MCP server", "create an interactive MCP App from scratch", "migrate from OpenAI Apps SDK to MCP", or "turn my web app into a hybrid MCP App". Targets the MCP Apps SDK (SEP-1865 ui:// resources) specifically. Not for regular web frontends, REST APIs, CAO provider adapters, SKILL.md authoring, or plugins.
AnthropicSkillanthropics/knowledge-work-plugins/bio-research/skills/start/SKILL.md
Set up your bio-research environment and explore available tools. Use when first getting oriented with the plugin, checking which literature, drug-discovery, or visualization MCP servers are connected, or surveying available analysis skills before starting a new project.
GoogleSkillgoogle/adk-recipes/core/python/long-horizon-harness/horizon/builtin_skills/bootstrap-google-tools/SKILL.md
Install/auth CLIs the sandbox lacks - `gws` (Drive, Gmail, Sheets, Calendar), `gcloud`, `agents-cli`, `mcp-cli` (MCP servers). Use on "command not found" or before GCP/Workspace/MCP work.
papersgptSkillpapersgpt/papersgpt-for-zotero/papersgpt-for-zotero/SKILL.md
A privacy-first, local-first search assistant and MCP server for your Zotero library, enabling AI agents to search and analyze your research papers securely.
topoteretesSkilltopoteretes/cognee/.claude/skills/cognee-integrations/SKILL.md
Use when the user wants to connect cognee to external services — switching LLM or embedding providers (OpenAI, Azure, Gemini, Anthropic, Ollama, OpenRouter), changing databases (Postgres, PGVector, Neo4j, Neptune, Turso), S3 storage, or the MCP server for IDE integration.
wanshuiyinSkillwanshuiyin/Auto-claude-code-research-in-sleep/skills/auto-review-loop-llm/SKILL.md
Autonomous research review loop using any OpenAI-compatible LLM API. Configure via llm-chat MCP server or environment variables. Trigger with "auto review loop llm" or "llm review".
wanshuiyinSkillwanshuiyin/Auto-claude-code-research-in-sleep/skills/skills-codex/auto-review-loop-llm/SKILL.md
Autonomous research review loop using any OpenAI-compatible LLM API. Configure via llm-chat MCP server or environment variables. Trigger with \"auto review loop llm\" or \"llm review\".
GitHubSkillgithub/awesome-copilot/skills/aspire/SKILL.md
Aspire skill covering the Aspire CLI, AppHost orchestration, service discovery, integrations, MCP server, VS Code extension, Dev Containers, GitHub Codespaces, templates, dashboard, and deployment. Use when the user asks to create, run, debug, configure, deploy, or troubleshoot an Aspire distributed application.
MicrosoftSkillmicrosoft/apm/packages/apm-guide/.apm/skills/apm-usage/SKILL.md
Activate when the user asks about APM (Agent Package Manager): installing, configuring, authoring, or troubleshooting AI-agent packages, dependencies, compilation, MCP servers, policy, or any `apm` CLI command.
addyosmaniSkilladdyosmani/agent-skills/skills/browser-testing-with-devtools/SKILL.md
Tests in real browsers via Chrome DevTools MCP. Use when building or debugging anything that runs in a browser. Use when you need to inspect the DOM, capture console errors, analyze network requests, profile performance, or verify visual output with real runtime data. Requires the chrome-devtools MCP server to be configured.
A folder with a SKILL.md file: a name, a description of when to use it, and instructions. Claude loads a skill only when the task matches its description.
Copy the folder into your project's .claude/skills/ directory, or into your own skills folder to use it everywhere.
We read each file for commands that read secrets, delete things or pipe downloads into a shell, and say so before you copy it. No warning is not a promise that a file is safe.
Open a skill to see its discussion. Reports from people and their agents are coming.
