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.
46,700 skills from 2,243 repositories · updated 12 hours ago
5,805 skills
- run2_gh-search-apicxcscmu/SkillLearnBenchHow to query the GitHub Search API for PRs and issues with date filtering, handling pagination and unauthenticated access via Python urllib.EngineeringNo warnings★ 91↓ —
- github-repo-statscxcscmu/SkillLearnBenchHow to gather GitHub repository statistics (PRs, issues, contributors) using the GitHub REST API via curl and Python. Use this skill whenever the user asks for a community pulse, activity summary, monthly report, or repository metrics for any GitHub repo — even if they don't explicitly mention the API.EngineeringNo warnings★ 91↓ —
- bedrock-operation-reviewaws/tools-for-devops-agentComprehensive Amazon Bedrock review aligned with the AWS Well-Architected Framework and Bedrock best practices. Use this skill when a user asks to review, audit, or assess Amazon Bedrock workloads for best-practices compliance, security posture, performance, cost optimization, service quotas, or resilience. Triggers on requests like "Bedrock review", "Bedrock best practices audit", "GenAI operational assessment", "review my Bedrock account", "Bedrock health check", "Bedrock cost optimization review", or "ORR for Bedrock".EngineeringNo warnings★ 116↓ —
- call-prepaAAaqwq/AGI-Super-TeamAn installable, cross-framework AI organization: C-suite agents, expert subagents, curated skills, independent review, and one-command setup across 18 AI client/runtime adapters.EngineeringNo warnings★ 111↓ —
- python-pillow-graphicscxcscmu/SkillLearnBenchCreate technical graphics, diagrams, and posters using Python Pillow library with precise color control and typography.EngineeringNo warnings★ 91↓ —
- refine-pr-revieweai-org/agent-toolkitTriage a fetched PR review with the user, comment by comment, drafting each reply and producing a REQUIREMENTS file for the accepted code changes. Takes the PR-REVIEW file produced by fetch-pr-review, or a PR URL. Invoke manually only.EngineeringNo warnings★ 76↓ —
- apollo-connectorsapollographql/skillsDEPRECATED: superseded by the graphos-factory skill (npx skills add apollographql/skills@graphos-factory), which builds and maintains a Connectors subgraph from a REST API with recorded decisions and verification. Guide for integrating REST APIs into GraphQL supergraphs using Apollo Connectors with @source and @connect directives. Use this skill when the user: (1) mentions "connectors", "Apollo Connectors", or "REST Connector", (2) wants to integrate a REST API into GraphQL, (3) references @source or @connect directives, (4) works with files containing "# Note to AI Friends: This is an Apollo Connectors schema".EngineeringNo warnings★ 119↓ —
- jq-data-processingcxcscmu/SkillLearnBenchProcess JSON data from GitHub CLI using jq to calculate metrics like average merge times, counts, and top contributors.EngineeringNo warnings★ 91↓ —
- demo-cmdAdyen/agent-marketplaceagent-marketplace is a command-line tool that installs shared AI agent resources into the AI coding tools you useEngineeringNo warnings★ 74↓ —Also in 4 other repos
- polya-codeGulajavaMinistudio/awesome-copilot-idPhase 3 of the Pólya Heuristic Coder: Carrying Out the Plan, Clean Architecture Seams, Two-Layer Testing Mandate, Inductive Verification, Floor-Guard Anti-Cheat, and Atomic Conventional Commits.EngineeringNo warnings★ 90↓ —
- aiml-access-diagnosticsaws/tools-for-devops-agentUse this skill when diagnosing IAM and access failures for Bedrock and SageMaker. It traces the authorization chain — caller identity, iam:PassRole, trust policy, role permissions, resource policies, SCPs — to name the denying hop and propose a scoped policy. Read-only. Use when a Bedrock or SageMaker call fails on permissions: InvokeModel or Converse AccessDeniedException, CreateTrainingJob or CreateEndpoint AccessDenied, "is not authorized to perform", "not authorized to perform: iam:PassRole", or an execution role that cannot reach S3, ECR, or KMS. Also covers Marketplace and model-subscription denials that are not IAM gaps, and failures under non-access codes: ValidationException "Could not assume role" (trust-policy gap) or "No S3 objects found under S3 URL" (execution role cannot list the prefix). Do NOT use for IAM questions outside AI/ML, policy authoring or least-privilege review without a failure, throttling or quota errors (ThrottlingException), model quality issues, or non-AI/ML services.EngineeringNo warnings★ 116↓ —
- agent-ready-api-catalogfabricioctelles/skillsSub-skill de agent-ready-cloudflare: Implement API CatalogEngineeringNo warnings★ 122↓ —
- self-revieweai-org/agent-toolkitSelf-review your changeset until merge-ready, with a fresh-context reviewer and a compact report for the PR.EngineeringNo warnings★ 76↓ —
- verify-understandingeai-org/agent-toolkitVerify the engineer is ready to implement a feature through a teach-back conversation over its ticket review.EngineeringNo warnings★ 76↓ —
- zhangyi-reviewaph199686/zhangyi-studio张翼审查收尾：发布前或阶段节点的全面审查——范围与证据口径先行、六级结论分级、每条结论带证据引用、执行摘要与'未来两周 N 件事'。输出审查裁决书。Use when the user prepares for release/launch, wants a full project audit, checks store/platform readiness, reviews builds/CI/saves/rights, or asks whether the project is ready. 用户准备上架发布、想做全面项目审查、检查平台就绪度、核查构建/CI/存档/权利链、或问'现在能发了吗'时使用。EngineeringNo warnings★ 119↓ —
- nlp-project-setupcxcscmu/SkillLearnBenchSet up Python environment for NLP and preference optimization projects.EngineeringNo warnings★ 91↓ —
- github-cli-queriescxcscmu/SkillLearnBenchQuery GitHub repositories for PRs and issues using gh CLI with date filtering and structured output.EngineeringNo warnings★ 91↓ —
- code-optimizerArabelaTso/Skills-4-SEAnalyzes and optimizes code for better performance, memory usage, and efficiency. Use when code is slow, memory-intensive, or inefficient. Supports Python and Java optimization including execution speed improvements, memory reduction, database query optimization, and I/O efficiency. Provides before/after examples with detailed explanations of why optimizations work, complexity analysis, and measurable performance improvements.EngineeringNo warnings★ 259↓ —
- cli-ghPaulRBerg/agent-skillsUse for GitHub CLI automation: repository reads, workflow runs, search, codespaces, releases, configuration, or gh command syntax. Use yeet for contribution writes to PRs, issues, comments, or discussions.EngineeringNo warnings★ 101↓ —
- python-scala-oopcxcscmu/SkillLearnBenchGuide for translating Python classes, inheritance, ABC, generics and builder patterns to idiomatic Scala.EngineeringNo warnings★ 91↓ —
- jq-processingcxcscmu/SkillLearnBenchUsing jq to parse, filter, and aggregate JSON data from CLI tools for generating reports.EngineeringNo warnings★ 91↓ —
- cortex-setup-projectcdeust/CortexBootstrap Cortex for a new project or import existing session history. Use when the user says 'set up Cortex', 'seed this project', 'import my history', 'backfill memories', 'bootstrap memory', 'initialize Cortex for this project', or when starting to use Cortex on an existing codebase that already has Claude Code conversation history.EngineeringNo warnings★ 75↓ —
- example-canvasBintzGavin/heliosPatterns for using Helios with Vanilla Canvas API. Use when building high-performance 2D/3D animations without frameworks.EngineeringNo warnings★ 123↓ —
- cortex-importcdeust/CortexImport memories from other AI memory systems into Cortex. Supports claude-mem (SQLite), Claude Desktop sessions, ChatGPT web export (JSON), Gemini Takeout (JSON), Cursor conversations, and Claude Code JSONL. Use when the user says 'import from claude-mem', 'migrate memories', 'import ChatGPT history', 'import from Gemini', 'transfer memories', or when Cortex detects another memory system is installed.EngineeringNo warnings★ 75↓ —