您的代理能做什麼
- Plan multi-step tasks before executing code changes
- Dispatch and coordinate subagents for parallel work
- Debug systematically with structured investigation
- Run review loops and quality gates before shipping
- Manage context and memory across long sessions
- Integrate MCP tools and external APIs safely
此主題中的技能
| Skill | Description | Source | Install |
|---|---|---|---|
| steipete/gemini | Gemini CLI one-shot prompts, summaries, generation, skills, hooks, MCP, or Gemma routing. | steipete/clawdis | |
| steipete/gh-issues | Fetch GitHub issues, select candidates, spawn background fix agents, open PRs, and optionally process PR review comments. | steipete/clawdis | |
| steipete/skill-creator | Create, edit, audit, tidy, validate, or restructure AgentSkills and SKILL.md files. | steipete/clawdis | |
| steipete/clawhub | Search, install, update, sync, or publish agent skills with the ClawHub CLI and registry. | steipete/clawdis | |
| steipete/coding-agent | Delegate coding work to Codex, Claude Code, or OpenCode as background workers; not simple edits or read-only code lookup. | steipete/clawdis | |
| steipete/mcporter | List, configure, authenticate, call, and inspect MCP servers/tools with mcporter over HTTP or stdio. | steipete/clawdis | |
| openclaw/openclaw | Personal AI agent that lives on your device; viral local-first assistant reaching 210k+ stars in 2026. | openclaw/openclaw | |
| affaan-m/gget | gget CLI and Python workflow for quick genomic database queries, sequence lookup, BLAST-style searches, enrichment checks, and reproducible bioinformatics evidence logs. | affaan-m/everything-claude-code | |
| affaan-m/pubmed-database | Direct PubMed and NCBI E-utilities search workflows for biomedical literature, MeSH queries, PMID lookup, citation retrieval, and API-backed literature monitoring. | affaan-m/everything-claude-code | |
| affaan-m/claude-api | Anthropic Claude API patterns for Python and TypeScript. Covers Messages API, streaming, tool use, vision, extended thinking, batches, prompt caching, and Claude Agent SDK. Use when building applications with the Claude API or Anthropic SDKs. | affaan-m/everything-claude-code | |
| mattpocock/review | Review the changes since a fixed point (commit, branch, tag, or merge-base) along two axes — Standards (does the code follow this repo's documented coding standards?) and Spec (does the code match what the originating issue/PRD asked for?). Runs both reviews in parallel sub-agents and reports them side by side. Use when the user wants to review a branch, a PR, work-in-progress changes, or asks to "review since X". | mattpocock/skills | |
| mattpocock/qa | Interactive QA session where user reports bugs or issues conversationally, and the agent files GitHub issues. Explores the codebase in the background for context and domain language. Use when user wants to report bugs, do QA, file issues conversationally, or mentions "QA session". | mattpocock/skills | |
| mattpocock/handoff | Compact the current conversation into a handoff document for another agent to pick up. | mattpocock/skills | |
| mattpocock/triage | Triage issues through a state machine driven by triage roles. Use when user wants to create an issue, triage issues, review incoming bugs or feature requests, prepare issues for an AFK agent, or manage issue workflow. | mattpocock/skills | |
| mattpocock/zoom-out | Tell the agent to zoom out and give broader context or a higher-level perspective. Use when you're unfamiliar with a section of code or need to understand how it fits into the bigger picture. | mattpocock/skills | |
| mattpocock/write-a-skill | Create new agent skills with proper structure, progressive disclosure, and bundled resources. Use when user wants to create, write, or build a new skill. | mattpocock/skills | |
| ollama/ollama | The foundation for local agent deployment, allowing private execution of large language models. | ollama/ollama | |
| langflow-ai/langflow | Langflow is a powerful tool for building and deploying AI-powered agents and workflows. | langflow-ai/langflow | |
| open-webui/open-webui | User security authorization handlers securing distributed agent workspaces against unauthorized data inspection passes. | open-webui/open-webui | |
| anthropics/claude-code | An agentic coding tool that lives in your terminal, understands your codebase, and executes routine development tasks natively. | anthropics/claude-code | |
| Shubhamsaboo/awesome-llm-apps | 100+ ready-to-run AI agent and RAG templates covering earnings calls, insurance, and travel planning. | Shubhamsaboo/awesome-llm-apps | |
| google-gemini/gemini-cli | An open-source AI agent that brings the power of Gemini directly into your terminal. | google-gemini/gemini-cli | |
| browser-use/open-source | Documentation reference for writing Python code using the browser-use open-source library. Use this skill whenever the user needs help with Agent, Browser, or Tools configuration, is writing code that imports from browser_use, asks about @sandbox deployment, supported LLM models, Actor API, custom tools, lifecycle hooks, MCP server setup, or monitoring/observability with Laminar or OpenLIT. Also trigger for questions about browser-use installation, prompting strategies, or sensitive data handling. Do NOT use this for Cloud API/SDK usage or pricing — use the cloud skill instead. Do NOT use this for directly automating a browser via CLI commands — use the browser-use skill instead. | browser-use/browser-use | |
| browser-use/remote-browser | Controls a local browser from a sandboxed remote machine. Use when the agent is running in a sandbox (no GUI) and needs to navigate websites, interact with web pages, fill forms, take screenshots, or expose local dev servers via tunnels. | browser-use/browser-use | |
| tiangolo/fastapi | Boilerplate setup to deploy multi-agent streaming JSON interfaces over asynchronous WebSockets securely. | tiangolo/fastapi | |
| openai/babysit-pr | Babysit a GitHub pull request after creation by continuously polling review comments, CI checks/workflow runs, and mergeability state until the PR is merged/closed or user help is required. Diagnose failures, retry likely flaky failures up to 3 times, auto-fix/push branch-related issues when appropriate, and keep watching open PRs so fresh review feedback is surfaced promptly. Use when the user asks Codex to monitor a PR, watch CI, handle review comments, or keep an eye on failures and feedback on an open PR. | openai/codex | |
| lobehub/upstash-workflow | LobeHub Upstash Workflow and QStash guide. Use for async workflows, process/paginate/execute fan-out, serve handlers, context.run/call/sleep, or workflow triggers. | lobehub/lobehub | |
| lobehub/version-release | Version release workflow — release process and GitHub Release notes (not docs/changelog pages). | lobehub/lobehub | |
| lobehub/lobehub | 🤯 LobeHub is your Chief Agent Operator, organizing your agents into 7×24 operations by hiring, scheduling, and reporting on your entire AI team. | lobehub/lobehub | |
| addyosmani/interview-me | Extracts what the user actually wants instead of what they think they should want. Achieves this through one-question-at-a-time interview until ~95% confidence about the underlying intent. Use when an ask is underspecified ("build me X" without "for whom" or "why now"), when the user explicitly invokes ("interview me", "grill me", "are we sure?", "stress-test my thinking"), or when you catch yourself silently filling in ambiguous requirements before any plan, spec, or code exists. | addyosmani/agent-skills | |
| addyosmani/doubt-driven-development | Subjects every non-trivial decision to a fresh-context adversarial review before it stands. Use when correctness matters more than speed, when working in unfamiliar code, when stakes are high (production, security-sensitive logic, irreversible operations), or any time a confident output would be cheaper to verify now than to debug later. | addyosmani/agent-skills | |
| addyosmani/source-driven-development | Grounds every implementation decision in official documentation. Use when you want authoritative, source-cited code free from outdated patterns. Use when building with any framework or library where correctness matters. | addyosmani/agent-skills | |
| addyosmani/deprecation-and-migration | Manages deprecation and migration. Use when removing old systems, APIs, or features. Use when migrating users from one implementation to another. Use when deciding whether to maintain or sunset existing code. | addyosmani/agent-skills | |
| addyosmani/shipping-and-launch | Prepares production launches. Use when preparing to deploy to production. Use when you need a pre-launch checklist, when setting up monitoring, when planning a staged rollout, or when you need a rollback strategy. | addyosmani/agent-skills | |
| addyosmani/git-workflow-and-versioning | Structures git workflow practices. Use when making any code change. Use when committing, branching, resolving conflicts, or when you need to organize work across multiple parallel streams. | addyosmani/agent-skills | |
| addyosmani/ci-cd-and-automation | Automates CI/CD pipeline setup. Use when setting up or modifying build and deployment pipelines. Use when you need to automate quality gates, configure test runners in CI, or establish deployment strategies. | addyosmani/agent-skills | |
| addyosmani/debugging-and-error-recovery | Guides systematic root-cause debugging. Use when tests fail, builds break, behavior doesn't match expectations, or you encounter any unexpected error. Use when you need a systematic approach to finding and fixing the root cause rather than guessing. | addyosmani/agent-skills | |
| addyosmani/test-driven-development | Drives development with tests. Use when implementing any logic, fixing any bug, or changing any behavior. Use when you need to prove that code works, when a bug report arrives, or when you're about to modify existing functionality. | addyosmani/agent-skills | |
| addyosmani/using-agent-skills | Discovers and invokes agent skills. Use when starting a session or when you need to discover which skill applies to the current task. This is the meta-skill that governs how all other skills are discovered and invoked. | addyosmani/agent-skills | |
| addyosmani/security-and-hardening | Hardens code against vulnerabilities. Use when handling user input, authentication, data storage, or external integrations. Use when building any feature that accepts untrusted data, manages user sessions, or interacts with third-party services. | addyosmani/agent-skills | |
| addyosmani/idea-refine | Refines raw ideas into sharp, actionable concepts through structured divergent and convergent thinking. Use when an idea is still vague, when you need to stress-test assumptions before committing to a plan, or when you want to expand options before converging on one. Triggers on "ideate", "refine this idea", or "stress-test my plan". | addyosmani/agent-skills | |
| addyosmani/incremental-implementation | Delivers changes incrementally. Use when implementing any feature or change that touches more than one file. Use when you're about to write a large amount of code at once, or when a task feels too big to land in one step. | addyosmani/agent-skills | |
| addyosmani/code-simplification | Simplifies code for clarity. Use when refactoring code for clarity without changing behavior. Use when code works but is harder to read, maintain, or extend than it should be. Use when reviewing code that has accumulated unnecessary complexity. | addyosmani/agent-skills | |
| addyosmani/documentation-and-adrs | Records decisions and documentation. Use when making architectural decisions, changing public APIs, shipping features, or when you need to record context that future engineers and agents will need to understand the codebase. | addyosmani/agent-skills | |
| addyosmani/performance-optimization | Optimizes application performance. Use when performance requirements exist, when you suspect performance regressions, or when Core Web Vitals or load times need improvement. Use when profiling reveals bottlenecks that need fixing. | addyosmani/agent-skills | |
| addyosmani/planning-and-task-breakdown | Breaks work into ordered tasks. Use when you have a spec or clear requirements and need to break work into implementable tasks. Use when a task feels too large to start, when you need to estimate scope, or when parallel work is possible. | addyosmani/agent-skills | |
| addyosmani/code-review-and-quality | Conducts multi-axis code review. Use before merging any change. Use when reviewing code written by yourself, another agent, or a human. Use when you need to assess code quality across multiple dimensions before it enters the main branch. | addyosmani/agent-skills | |
| bytedance/find-skills | Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill. | bytedance/deer-flow | |
| ComposioHQ/awesome-claude-skills | A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows | ComposioHQ/awesome-claude-skills | |
| composiohq/langsmith-fetch | Debug LangChain and LangGraph agents by fetching execution traces from LangSmith Studio. Use when debugging agent behavior, investigating errors, analyzing tool calls, checking memory operations, or examining agent performance. Automatically fetches recent traces and analyzes execution patterns. Requires langsmith-fetch CLI installed. | composiohq/awesome-claude-skills |
steipete/gemini
Gemini CLI one-shot prompts, summaries, generation, skills, hooks, MCP, or Gemma routing.
steipete/clawdis
npx skills add steipete/clawdis
steipete/gh-issues
Fetch GitHub issues, select candidates, spawn background fix agents, open PRs, and optionally process PR review comments.
steipete/clawdis
npx skills add steipete/clawdis
steipete/skill-creator
Create, edit, audit, tidy, validate, or restructure AgentSkills and SKILL.md files.
steipete/clawdis
npx skills add steipete/clawdis
steipete/clawhub
Search, install, update, sync, or publish agent skills with the ClawHub CLI and registry.
steipete/clawdis
npx skills add steipete/clawdis
steipete/coding-agent
Delegate coding work to Codex, Claude Code, or OpenCode as background workers; not simple edits or read-only code lookup.
steipete/clawdis
npx skills add steipete/clawdis
steipete/mcporter
List, configure, authenticate, call, and inspect MCP servers/tools with mcporter over HTTP or stdio.
steipete/clawdis
npx skills add steipete/clawdis
openclaw/openclaw
Personal AI agent that lives on your device; viral local-first assistant reaching 210k+ stars in 2026.
openclaw/openclaw
npx skills add openclaw/openclaw
affaan-m/gget
gget CLI and Python workflow for quick genomic database queries, sequence lookup, BLAST-style searches, enrichment checks, and reproducible bioinformatics evidence logs.
affaan-m/everything-claude-code
npx skills add affaan-m/everything-claude-code
affaan-m/pubmed-database
Direct PubMed and NCBI E-utilities search workflows for biomedical literature, MeSH queries, PMID lookup, citation retrieval, and API-backed literature monitoring.
affaan-m/everything-claude-code
npx skills add affaan-m/everything-claude-code
affaan-m/claude-api
Anthropic Claude API patterns for Python and TypeScript. Covers Messages API, streaming, tool use, vision, extended thinking, batches, prompt caching, and Claude Agent SDK. Use when building applications with the Claude API or Anthropic SDKs.
affaan-m/everything-claude-code
npx skills add affaan-m/everything-claude-code
mattpocock/review
Review the changes since a fixed point (commit, branch, tag, or merge-base) along two axes — Standards (does the code follow this repo's documented coding standards?) and Spec (does the code match what the originating issue/PRD asked for?). Runs both reviews in parallel sub-agents and reports them side by side. Use when the user wants to review a branch, a PR, work-in-progress changes, or asks to "review since X".
mattpocock/skills
npx skills add mattpocock/skills
mattpocock/qa
Interactive QA session where user reports bugs or issues conversationally, and the agent files GitHub issues. Explores the codebase in the background for context and domain language. Use when user wants to report bugs, do QA, file issues conversationally, or mentions "QA session".
mattpocock/skills
npx skills add mattpocock/skills
mattpocock/handoff
Compact the current conversation into a handoff document for another agent to pick up.
mattpocock/skills
npx skills add mattpocock/skills
mattpocock/triage
Triage issues through a state machine driven by triage roles. Use when user wants to create an issue, triage issues, review incoming bugs or feature requests, prepare issues for an AFK agent, or manage issue workflow.
mattpocock/skills
npx skills add mattpocock/skills
mattpocock/zoom-out
Tell the agent to zoom out and give broader context or a higher-level perspective. Use when you're unfamiliar with a section of code or need to understand how it fits into the bigger picture.
mattpocock/skills
npx skills add mattpocock/skills
mattpocock/write-a-skill
Create new agent skills with proper structure, progressive disclosure, and bundled resources. Use when user wants to create, write, or build a new skill.
mattpocock/skills
npx skills add mattpocock/skills
ollama/ollama
The foundation for local agent deployment, allowing private execution of large language models.
ollama/ollama
npx skills add ollama/ollama
langflow-ai/langflow
Langflow is a powerful tool for building and deploying AI-powered agents and workflows.
langflow-ai/langflow
npx skills add langflow-ai/langflow
open-webui/open-webui
User security authorization handlers securing distributed agent workspaces against unauthorized data inspection passes.
open-webui/open-webui
npx skills add open-webui/open-webui
anthropics/claude-code
An agentic coding tool that lives in your terminal, understands your codebase, and executes routine development tasks natively.
anthropics/claude-code
npx skills add anthropics/claude-code
Shubhamsaboo/awesome-llm-apps
100+ ready-to-run AI agent and RAG templates covering earnings calls, insurance, and travel planning.
Shubhamsaboo/awesome-llm-apps
npx skills add Shubhamsaboo/awesome-llm-apps
google-gemini/gemini-cli
An open-source AI agent that brings the power of Gemini directly into your terminal.
google-gemini/gemini-cli
npx skills add google-gemini/gemini-cli
browser-use/open-source
Documentation reference for writing Python code using the browser-use open-source library. Use this skill whenever the user needs help with Agent, Browser, or Tools configuration, is writing code that imports from browser_use, asks about @sandbox deployment, supported LLM models, Actor API, custom tools, lifecycle hooks, MCP server setup, or monitoring/observability with Laminar or OpenLIT. Also trigger for questions about browser-use installation, prompting strategies, or sensitive data handling. Do NOT use this for Cloud API/SDK usage or pricing — use the cloud skill instead. Do NOT use this for directly automating a browser via CLI commands — use the browser-use skill instead.
browser-use/browser-use
npx skills add browser-use/browser-use
browser-use/remote-browser
Controls a local browser from a sandboxed remote machine. Use when the agent is running in a sandbox (no GUI) and needs to navigate websites, interact with web pages, fill forms, take screenshots, or expose local dev servers via tunnels.
browser-use/browser-use
npx skills add browser-use/browser-use
tiangolo/fastapi
Boilerplate setup to deploy multi-agent streaming JSON interfaces over asynchronous WebSockets securely.
tiangolo/fastapi
npx skills add tiangolo/fastapi
openai/babysit-pr
Babysit a GitHub pull request after creation by continuously polling review comments, CI checks/workflow runs, and mergeability state until the PR is merged/closed or user help is required. Diagnose failures, retry likely flaky failures up to 3 times, auto-fix/push branch-related issues when appropriate, and keep watching open PRs so fresh review feedback is surfaced promptly. Use when the user asks Codex to monitor a PR, watch CI, handle review comments, or keep an eye on failures and feedback on an open PR.
openai/codex
npx skills add openai/codex
lobehub/upstash-workflow
LobeHub Upstash Workflow and QStash guide. Use for async workflows, process/paginate/execute fan-out, serve handlers, context.run/call/sleep, or workflow triggers.
lobehub/lobehub
npx skills add lobehub/lobehub
lobehub/version-release
Version release workflow — release process and GitHub Release notes (not docs/changelog pages).
lobehub/lobehub
npx skills add lobehub/lobehub
lobehub/lobehub
🤯 LobeHub is your Chief Agent Operator, organizing your agents into 7×24 operations by hiring, scheduling, and reporting on your entire AI team.
lobehub/lobehub
npx skills add lobehub/lobehub
addyosmani/interview-me
Extracts what the user actually wants instead of what they think they should want. Achieves this through one-question-at-a-time interview until ~95% confidence about the underlying intent. Use when an ask is underspecified ("build me X" without "for whom" or "why now"), when the user explicitly invokes ("interview me", "grill me", "are we sure?", "stress-test my thinking"), or when you catch yourself silently filling in ambiguous requirements before any plan, spec, or code exists.
addyosmani/agent-skills
npx skills add addyosmani/agent-skills
addyosmani/doubt-driven-development
Subjects every non-trivial decision to a fresh-context adversarial review before it stands. Use when correctness matters more than speed, when working in unfamiliar code, when stakes are high (production, security-sensitive logic, irreversible operations), or any time a confident output would be cheaper to verify now than to debug later.
addyosmani/agent-skills
npx skills add addyosmani/agent-skills
addyosmani/source-driven-development
Grounds every implementation decision in official documentation. Use when you want authoritative, source-cited code free from outdated patterns. Use when building with any framework or library where correctness matters.
addyosmani/agent-skills
npx skills add addyosmani/agent-skills
addyosmani/deprecation-and-migration
Manages deprecation and migration. Use when removing old systems, APIs, or features. Use when migrating users from one implementation to another. Use when deciding whether to maintain or sunset existing code.
addyosmani/agent-skills
npx skills add addyosmani/agent-skills
addyosmani/shipping-and-launch
Prepares production launches. Use when preparing to deploy to production. Use when you need a pre-launch checklist, when setting up monitoring, when planning a staged rollout, or when you need a rollback strategy.
addyosmani/agent-skills
npx skills add addyosmani/agent-skills
addyosmani/git-workflow-and-versioning
Structures git workflow practices. Use when making any code change. Use when committing, branching, resolving conflicts, or when you need to organize work across multiple parallel streams.
addyosmani/agent-skills
npx skills add addyosmani/agent-skills
addyosmani/ci-cd-and-automation
Automates CI/CD pipeline setup. Use when setting up or modifying build and deployment pipelines. Use when you need to automate quality gates, configure test runners in CI, or establish deployment strategies.
addyosmani/agent-skills
npx skills add addyosmani/agent-skills
addyosmani/debugging-and-error-recovery
Guides systematic root-cause debugging. Use when tests fail, builds break, behavior doesn't match expectations, or you encounter any unexpected error. Use when you need a systematic approach to finding and fixing the root cause rather than guessing.
addyosmani/agent-skills
npx skills add addyosmani/agent-skills
addyosmani/test-driven-development
Drives development with tests. Use when implementing any logic, fixing any bug, or changing any behavior. Use when you need to prove that code works, when a bug report arrives, or when you're about to modify existing functionality.
addyosmani/agent-skills
npx skills add addyosmani/agent-skills
addyosmani/using-agent-skills
Discovers and invokes agent skills. Use when starting a session or when you need to discover which skill applies to the current task. This is the meta-skill that governs how all other skills are discovered and invoked.
addyosmani/agent-skills
npx skills add addyosmani/agent-skills
addyosmani/security-and-hardening
Hardens code against vulnerabilities. Use when handling user input, authentication, data storage, or external integrations. Use when building any feature that accepts untrusted data, manages user sessions, or interacts with third-party services.
addyosmani/agent-skills
npx skills add addyosmani/agent-skills
addyosmani/idea-refine
Refines raw ideas into sharp, actionable concepts through structured divergent and convergent thinking. Use when an idea is still vague, when you need to stress-test assumptions before committing to a plan, or when you want to expand options before converging on one. Triggers on "ideate", "refine this idea", or "stress-test my plan".
addyosmani/agent-skills
npx skills add addyosmani/agent-skills
addyosmani/incremental-implementation
Delivers changes incrementally. Use when implementing any feature or change that touches more than one file. Use when you're about to write a large amount of code at once, or when a task feels too big to land in one step.
addyosmani/agent-skills
npx skills add addyosmani/agent-skills
addyosmani/code-simplification
Simplifies code for clarity. Use when refactoring code for clarity without changing behavior. Use when code works but is harder to read, maintain, or extend than it should be. Use when reviewing code that has accumulated unnecessary complexity.
addyosmani/agent-skills
npx skills add addyosmani/agent-skills
addyosmani/documentation-and-adrs
Records decisions and documentation. Use when making architectural decisions, changing public APIs, shipping features, or when you need to record context that future engineers and agents will need to understand the codebase.
addyosmani/agent-skills
npx skills add addyosmani/agent-skills
addyosmani/performance-optimization
Optimizes application performance. Use when performance requirements exist, when you suspect performance regressions, or when Core Web Vitals or load times need improvement. Use when profiling reveals bottlenecks that need fixing.
addyosmani/agent-skills
npx skills add addyosmani/agent-skills
addyosmani/planning-and-task-breakdown
Breaks work into ordered tasks. Use when you have a spec or clear requirements and need to break work into implementable tasks. Use when a task feels too large to start, when you need to estimate scope, or when parallel work is possible.
addyosmani/agent-skills
npx skills add addyosmani/agent-skills
addyosmani/code-review-and-quality
Conducts multi-axis code review. Use before merging any change. Use when reviewing code written by yourself, another agent, or a human. Use when you need to assess code quality across multiple dimensions before it enters the main branch.
addyosmani/agent-skills
npx skills add addyosmani/agent-skills
bytedance/find-skills
Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.
bytedance/deer-flow
npx skills add bytedance/deer-flow
ComposioHQ/awesome-claude-skills
A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows
ComposioHQ/awesome-claude-skills
npx skills add ComposioHQ/awesome-claude-skills
composiohq/langsmith-fetch
Debug LangChain and LangGraph agents by fetching execution traces from LangSmith Studio. Use when debugging agent behavior, investigating errors, analyzing tool calls, checking memory operations, or examining agent performance. Automatically fetches recent traces and analyzes execution patterns. Requires langsmith-fetch CLI installed.
composiohq/awesome-claude-skills
npx skills add composiohq/awesome-claude-skills