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Skill catalog

11,366agent 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. code-review-expert sanyuan0704/sanyuan-skills

    Expert code review of current git changes with a senior engineer lens. Detects SOLID violations, security risks, and proposes actionable improvements.

    13,556 installs
  2. create-specification github/awesome-copilot

    Create a new specification file for the solution, optimized for Generative AI consumption.

    13,542 installs
  3. parallel-data-enrichment parallel-web/parallel-agent-skills

    Bulk data enrichment. Adds web-sourced fields (CEO names, funding, contact info) to lists of companies, people, or products. Use for enriching CSV files or inline data. Supports multi-turn: pass --previous-interaction-i…

    13,533 installs
  4. fastapi fastapi/fastapi

    FastAPI best practices and conventions. Use when working with FastAPI APIs, Pydantic models, dependencies, streaming responses including Server-Sent Events (SSE), and serving frontend apps. Keeps FastAPI code clean and…

    13,511 installs
  5. shopify-storefront-graphql shopify/shopify-ai-toolkit

    Use for custom storefronts requiring direct GraphQL queries/mutations for data fetching and cart operations. Choose this when you need full control over data fetching and rendering your own UI. NOT for Web Components -…

    13,499 installs
  6. nano-banana-2 pilioai/skills

    Create or edit images with Pilio Nano Banana 2 through the unified Pilio developer API. Use when the user wants Nano Banana 2 text-to-image generation, reference-image editing, product posters, or image composition from…

    13,485 installs
  7. Master defensive Bash programming techniques for production-grade scripts. Use when writing robust shell scripts, CI/CD pipelines, or system utilities requiring fault tolerance and safety.

    13,484 installs
  8. simple-english aminblg/simpleenglish

    Write or rewrite text in plain, layman-readable English in the spirit of ASD-STE100 Simplified Technical English: short sentences, active voice, simple tenses, one word one meaning, condition before command, every techn…

    13,483 installs
  9. tavily-dynamic-search tavily-ai/skills

    Programmatic Tavily search with context isolation. Use when web search or extraction will return large results that need filtering, deduplication, or multi-step triage before they enter the model context. Use tavily-sea…

    13,475 installs
  10. debugging-strategies wshobson/agents

    Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack. Use when investigating bugs, performance issues, or unexpected beh…

    13,474 installs
  11. email-best-practices resend/resend-skills

    Use when building email features, emails going to spam, high bounce rates, setting up SPF/DKIM/DMARC authentication, implementing email capture, ensuring compliance (CAN-SPAM, GDPR, CASL), handling webhooks, retry logic…

    13,468 installs
  12. stripe-integration wshobson/agents

    Implement Stripe payment processing for robust, PCI-compliant payment flows including checkout, subscriptions, and webhooks. Use when integrating Stripe payments, building subscription systems, or implementing secure ch…

    13,455 installs
  13. reddapi lignertys/reddit-research-skills

    The original reddapi.dev Reddit search skill (vector search, semantic search, trends, subreddit discovery), no Reddit OAuth or app registration needed. This is the same engine now packaged as reddit-research with added…

    13,443 installs
  14. status parallel-web/parallel-agent-skills

    Check running research task status by run ID

    13,416 installs
  15. handoff rohitg00/agentmemory

    Resume the most recent agent session for the current working directory, leading with any unanswered question. Use when the user says "where were we", "resume", "handoff", "pick up where I left off", or starts a session…

    13,415 installs
  16. pdf openai/skills

    Use when tasks involve reading, creating, or reviewing PDF files where rendering and layout matter; prefer visual checks by rendering pages (Poppler) and use Python tools such as `reportlab`, `pdfplumber`, and `pypdf` f…

    13,406 installs
  17. create-auth better-auth/skills

    Scaffold and implement authentication in TypeScript/JavaScript apps using Better Auth. Detect frameworks, configure database adapters, set up route handlers, add OAuth providers, and create auth UI pages. Use when users…

    13,387 installs
  18. result parallel-web/parallel-agent-skills

    Get completed research task result by run ID

    13,373 installs
  19. vision kotot/vision

    See and understand images when you (the current model) have no native vision. Use this WHENEVER you need to look at, read, describe, OCR, or reason about the contents of an image, screenshot, photo, diagram, chart, UI m…

    13,355 installs
  20. affiliate-payout-audit mbfinotti/partnerships-skills

    Audit an affiliate or partner commission payout run for accuracy before money is disbursed - per-line rate and tier recomputation, double-counted conversions, clawback and validation windows, period cutoff, currency, ro…

    13,346 installs
  21. python-anti-patterns wshobson/agents

    Use this skill when reviewing Python code for common anti-patterns to avoid. Use as a checklist when reviewing code, before finalizing implementations, or when debugging issues that might stem from known bad practices.

    13,344 installs
  22. agent-email-inbox resend/resend-skills

    Use when building any system where email content triggers actions — AI agent inboxes, automated support handlers, email-to-task pipelines, or any workflow processing untrusted inbound email. Always use this skill when t…

    13,341 installs
  23. turborepo antfu/skills

    Turborepo monorepo build system guidance. Triggers on: turbo.json, task pipelines, dependsOn, caching, remote cache, the "turbo" CLI, --filter, --affected, CI optimization, environment variables, internal packages, mono…

    13,333 installs
  24. companion-clis runpod/runpod-plugins-official

    Companion CLIs for Runpod workflows — HuggingFace, GitHub, Docker, and AWS. Use runpod-build-template for complete template project authoring, and the ComfyUI model-repair guide in runpod-templates for imported workflow…

    13,316 installs
  25. resend-cli resend/resend-skills

    Operate the Resend platform from the terminal — send emails (including React Email .tsx templates via --react-email), manage domains, contacts, broadcasts, templates, webhooks, API keys, logs, automations, and events vi…

    13,296 installs
  26. kami tw93/kami

    Typeset professional documents with Kami templates: resumes, one-pagers, white papers, letters, portfolios, and slide decks. Use when asked to 做 PDF / 排版 / 简历 / 一页纸 / PPT / slides, or to create a Kami landing page. Not…

    13,294 installs
  27. threejs-lighting cloudai-x/threejs-skills

    Light types and physical units, shadow maps, HDR environment lighting, light probes, and lighting performance, on WebGL or with WebGPU and TSL. Use when adding or tuning lights, fixing shadow acne, setting up image-base…

    13,285 installs
  28. bmad bmad-code-org/bmad-method

    Answers BMad questions and recommends the next skill from what is installed. Use when the user asks bmad for help, what to do next or where to start; to set up, update, repair, doctor, migrate or check the status of the…

    13,283 installs
  29. affiliate-disclosure-compliance mbfinotti/partnerships-skills

    Check a specific piece of affiliate or influencer content (caption, video script, transcript, screenshot, or live URL) against disclosure regulations and return a pass/fail compliance review with placement, wording, and…

    13,270 installs
  30. affiliate-program-terms mbfinotti/partnerships-skills

    Draft the terms and conditions an affiliate accepts when joining a commission-based program - the affiliate program agreement, with the canonical clause set, prohibited-tactics clauses and enforcement ladder, commission…

    13,258 installs
  31. affiliate-performance-dashboard mbfinotti/partnerships-skills

    Define the metric set and layout for an affiliate performance dashboard, delivered as a dashboard specification document - metric definitions with explicit formulas, views per audience, refresh and review cadence, and a…

    13,256 installs
  32. alliance-prioritization mbfinotti/partnerships-skills

    Rank named candidate strategic alliances and technology partnerships by expected value, effort, and risk, to decide where partner-team capacity goes - must-pass screens, a weighted alliance scorecard with sensitivity an…

    13,254 installs
  33. affiliate-fraud-detection mbfinotti/partnerships-skills

    Build the detection rule set an affiliate program manager uses to flag fraudulent affiliate activity, plus the investigation and escalation path behind it - cookie stuffing, fake lead and form-fill fraud, self-referral…

    13,242 installs
  34. affiliate-recruitment-outreach mbfinotti/partnerships-skills

    Draft the outreach copy and sequence plan used to recruit new affiliates into a commission-based affiliate program - prospect qualification and tiering, pitch angle, first-touch recruitment email, follow-up sequence wit…

    13,240 installs
  35. microservices-patterns wshobson/agents

    Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, decomposing monoliths, or implementing microservices.

    13,237 installs
  36. affiliate-onboarding-sequence mbfinotti/partnerships-skills

    Design the onboarding sequence that carries a newly approved affiliate from approval to first tracked conversion - touch plan (timing, channel, one action per touch), asset kit, time-boxed activation nudge, and never-ac…

    13,225 installs
  37. web-component-design wshobson/agents

    Master React, Vue, and Svelte component patterns including CSS-in-JS, composition strategies, and reusable component architecture. Use when building UI component libraries, designing component APIs, or implementing fron…

    13,222 installs
  38. writing hookify rules anthropics/claude-code

    This skill should be used when the user asks to "create a hookify rule", "write a hook rule", "configure hookify", "add a hookify rule", or needs guidance on hookify rule syntax and patterns.

    13,207 installs
  39. affiliate-commission-structure mbfinotti/partnerships-skills

    No description provided.

    13,204 installs
  40. langchain-architecture wshobson/agents

    Design LLM applications using LangChain 1.x and LangGraph for agents, memory, and tool integration. Use when building LangChain applications, implementing AI agents, or creating complex LLM workflows.

    13,204 installs
  41. learn tw93/waza

    Runs a six-phase research workflow from source bundle to publish-ready output. Use when researching an unfamiliar domain or compiling materials into one reference. Not for quick lookups or single-file reads.

    13,198 installs
  42. nature-shared yuan1z0825/nature-skills

    Internal shared-reference support package for installed Nature Skills, including nature-writing, nature-polishing, nature-response, nature-reader, and nature-paper2ppt. Do not invoke it as a standalone user workflow. Lo…

    13,188 installs
  43. secrets-management wshobson/agents

    Implement secure secrets management for CI/CD pipelines using Vault, AWS Secrets Manager, or native platform solutions. Use when handling sensitive credentials, rotating secrets, or securing CI/CD environments.

    13,183 installs
  44. game-engine github/awesome-copilot

    Expert skill for building web-based game engines and games using HTML5, Canvas, WebGL, and JavaScript. Use when asked to create games, build game engines, implement game physics, handle collision detection, set up game…

    13,179 installs
  45. javascript-typescript-jest github/awesome-copilot

    Best practices for writing JavaScript/TypeScript tests using Jest, including mocking strategies, test structure, and common patterns.

    13,176 installs
  46. gitlab-ci-patterns wshobson/agents

    Build GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable automation. Use when implementing GitLab CI/CD, optimizing pipeline performance, or setting up automated testing and…

    13,171 installs
  47. grafana-dashboards wshobson/agents

    Create and manage production Grafana dashboards for real-time visualization of system and application metrics. Use when building monitoring dashboards, visualizing metrics, or creating operational observability interfac…

    13,153 installs
  48. create-agentsmd github/awesome-copilot

    Prompt for generating an AGENTS.md file for a repository

    13,115 installs
  49. alloydb-basics google/skills

    Manages clusters, instances, and backups for AlloyDB for PostgreSQL, and integrates with AlloyDB Model Context Protocol (MCP) tools for automated database operations. Use when creating, configuring, or administering All…

    13,058 installs
  50. partner-ecosystem-expansion mbfinotti/partnerships-skills

    Decide which partner categories to add next to a partner ecosystem and in what sequence - a staged partner-category expansion roadmap with readiness gates, capacity limits, and kill criteria. Covers B2B categories (tech…

    13,033 installs