Agent skills you can check before you install
Public SKILL.md skills from GitHub repositories with 50+ stars and from the vendors themselves, scanned and scored. Install any of them with one command in Claude Code, Cursor, Codex, GitHub Copilot or Gemini CLI.
45,604 skills from 2,205 repositories · updated 3 hours ago
5,657 skills
- elves-grok-botaigorahub/elvesUnattended-run kernel for Grok Bot non-git work. Use when the user says "use elves" for a long unattended job with no PR/merge model.EngineeringNo warnings★ 221↓ —
- changelog-generatordecebals/claude-code-javaGenerate changelogs from git commits. Use when user says "generate changelog", "update changelog", "what changed since last release", or before preparing a new release.EngineeringNo warnings★ 759↓ —
- math-reviewathola/claude-night-marketVerifies math-heavy code for algorithmic correctness and numerical stability. Use when reviewing scientific algorithms, ML models, or numerical code.EngineeringNo warnings★ 343↓ —
- councilaigorahub/elvesCompatibility alias for Elves Cobbler, the default orchestration model. Use when the user types /council for Cobbler coordination in Claude Code.EngineeringNo warnings★ 221↓ —
- mcp-code-executionathola/claude-night-marketRoutes multi-tool workflows through MCP servers for large datasets and pipelines. Use when Bash tool overhead is limiting throughput on data-heavy tasks.EngineeringNo warnings★ 343↓ —
- catchupathola/claude-night-marketSummarizes recent git changes for context recovery after session breaks. Use when resuming work after a gap or handing off to another session.EngineeringNo warnings★ 343↓ —
- api-reviewathola/claude-night-marketEvaluates API surface design, consistency, and exemplar alignment. Use when reviewing public API changes or before releasing a new API surface.EngineeringNo warnings★ 343↓ —
- install-pluginjmagly/aiwgInstall Claude Code marketplace plugins or route local/Git wrappers through the supported package workflowEngineeringNo warnings★ 225↓ —
- productionizejmagly/aiwgProduction readiness review — strip prototype scaffolding, harden code, validate cost model, generate prod/ artifactsEngineeringNo warnings★ 225↓ —
- export-agentopen-gitagent/opengapConverts agent definitions between frameworks — exports to Claude Code, OpenAI, CrewAI, Lyzr, and GitHub Models formats, and imports from Claude, Cursor, and CrewAI projects. Use when the user wants to convert an agent, migrate to another framework, export to LangChain/AutoGen/CrewAI, or import from existing automation tools.EngineeringNo warnings★ 3K↓ —
- concurrency-reviewdecebals/claude-code-javaReview Java concurrency code for thread safety, race conditions, deadlocks, and modern patterns (Virtual Threads, CompletableFuture, @Async). Use when user asks "check thread safety", "concurrency review", "async code review", or when reviewing multi-threaded code.EngineeringNo warnings★ 759↓ —
- skill-reviewermicrosoft/GitHub-Copilot-for-AzureReview skill PRs with structured severity-rated feedback covering token budgets, routing conflicts, and repo conventions. WHEN: "review skill", "review skill PR", "review skill changes", "check skill quality", "skill PR feedback".EngineeringNo warnings★ 259↓ —
- brand-reviewjmagly/aiwgProject directory path (default current directory)EngineeringNo warnings★ 225↓ —
- productionizejmagly/aiwgProduction readiness review — strip prototype scaffolding, harden code, validate cost model, generate prod/ artifactsEngineeringNo warnings★ 225↓ —
- canvas-peer-review-managervishalsachdev/canvas-mcpEducator peer review management for Canvas LMS. Tracks completion rates, analyzes comment quality, flags problematic reviews, sends targeted reminders, and generates instructor-ready reports. Trigger phrases include "peer review status", "how are peer reviews going", "who hasn't reviewed", "review quality", or any peer review follow-up task.EngineeringNo warnings★ 308↓ —
- qdrant-search-strategiesqdrant/skillsGuides Qdrant search strategy selection. Use when someone asks 'should I use hybrid search?', 'how to rerank?', 'results are not relevant', 'I don't get needed results from my dataset but they're there', 'retrieval quality is not good enough', 'results too similar', 'need diversity', 'MMR', 'relevance feedback', 'recommendation API', 'discovery API', or 'missing keyword matches'EngineeringNo warnings★ 264↓ —
- tool.a6_plugin_openid_connect.ddb5d0b211377196AI45Lab/OpenARTSkill for configuring the Apache APISIX openid-connect plugin via the a6 CLI. Covers OIDC authorization code flow, bearer token validation, token introspection vs JWKS verification, session management, provider setup for Keycloak/Auth0/Okta, redirect URIs, and common operational patterns.EngineeringNo warnings★ 254↓ —
- qdrant-relevance-feedbackqdrant/skillsExpanding the candidate pool via relevance feedback, as an alternative to reranking when a dense retriever is too weak. Use when someone asks about 'Qdrant's Relevance Feedback API', 'improving dense search relevance/recall', 'how to discover/get more relevant results from vector search', 'cheaper/better alternative to reranking', 'using a more heavy/big embedding model for dense search but can't afford it', 'finding more relevant documents beyond the initial search pool', or 'feedback loops'. Also trigger when the user has a search quality problem due to a dense retriever being weak and is considering reranking as a solution — this API may be a better fitEngineeringNo warnings★ 264↓ —
- review-skillagent-ecosystem/skill-validatorReview a proposed Agent Skill for structural validity and content quality before publishing. Runs the skill-validator CLI to check for structural issues, scores the skill with an LLM judge, and interprets results to advise authors on what to address. Use when a user wants to review, validate, or quality-check an Agent Skill.EngineeringNo warnings★ 261↓ —
- flow-gate-checkjmagly/aiwgOrchestrate SDLC phase gate validation with multi-agent review and comprehensive reportingEngineeringNo warnings★ 225↓ —
- framer-motionMindrally/skillsExpert guidelines for building performant animations with Framer Motion/Motion library in React applicationsEngineeringNo warnings★ 286↓ —
- commit-messagesathola/claude-night-marketGenerates conventional commit messages from staged changes. Use when committing and needing a well-formatted message. Do not use for full PR prep; use pr-prep.EngineeringNo warnings★ 343↓ —
- threejs-performancestaruhub/ClaudeSkillsThree.js 性能优化指南。当 Three.js/React Three Fiber 项目出现掉帧、内存增长、加载缓慢、绘制调用过多,或需要迁移 WebGPU、实现大规模粒子/实例化渲染、配置资源压缩管线时使用。触发关键词:"Three.js 优化"、"WebGPU"、"draw calls"、"内存泄漏"、"TSL"、"InstancedMesh"、"R3F 优化"等。不用于:通用 React 性能问题(用 vercel-react-best-practices)、WebGL/Three.js 入门教学、3D 美术资产的制作本身。EngineeringNo warnings★ 732↓ —
- django-pythonMindrally/skillsExpert in Django Python web development with best practicesEngineeringNo warnings★ 286↓ —