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Skill catalog

11,637agent 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. msw-avatar msw-git/msw-ai-coding-plugins-official

    MSW avatar management — costume (CostumeManagerComponent, 17 slots) + animation 3-layer pipeline (StateComponent → AvatarStateAnimationComponent → AvatarRendererComponent). Four-level distinction: State key (uppercase)…

    10,149 installs
  2. msw-combat-system msw-git/msw-ai-coding-plugins-official

    MSW combat system integration guide. Covers the Attack→Hit pipeline, damage model, i-frame, knockback, Hit Stop, Camera Shake, Sprite Flash, SFX, death/revive, damage skin, hit effect, avatar combat motion, custom event…

    10,149 installs
  3. apify-actorization apify/agent-skills

    Convert existing projects into Apify Actors - serverless cloud programs. Actorize JavaScript/TypeScript (SDK with Actor.init/exit), Python (async context manager), or any language (CLI wrapper). Use when migrating code…

    10,137 installs
  4. Coordinate parallel feature development with file ownership strategies, conflict avoidance rules, and integration patterns for multi-agent implementation. Use this skill when decomposing a large feature into independent…

    10,112 installs
  5. Audit and improve SwiftUI runtime performance from code review and architecture. Use for requests to diagnose slow rendering, janky scrolling, high CPU/memory usage, excessive view updates, or layout thrash in SwiftUI a…

    10,109 installs
  6. Quality control and non-conformance management for regulated manufacturing (FDA 21 CFR 820, IATF 16949, AS9100): NCR lifecycle and disposition, 5-Why/Ishikawa/fault-tree/8D root cause analysis, CAPA systems, SPC interpr…

    10,102 installs
  7. resume-section-builder paramchoudhary/resumeskills

    Create targeted resume sections optimized for different experience levels and roles

    10,094 installs
  8. supabase-server supabase/server

    Use when planning or writing server-side code that uses `@supabase/server` — Edge Functions, Hono apps, webhook handlers, or any backend that creates Supabase clients or validates inbound auth. Trigger **before** writin…

    10,088 installs
  9. portfolio-case-study-writer paramchoudhary/resumeskills

    Transform resume bullets into detailed portfolio case studies

    10,086 installs
  10. frontend-code-review langgenius/dify

    Review frontend code under `web/` or `packages/dify-ui/` when the user explicitly requests a review or audit. Supports PRs, branches, pending changes, files, and pasted diffs. Do not use for implementation-only requests…

    10,085 installs
  11. Codified expertise for production scheduling, job sequencing, line balancing, changeover optimization, and bottleneck resolution in discrete and batch manufacturing. Informed by production schedulers with 15+ years expe…

    10,084 installs
  12. gcode earthtojake/text-to-cad

    Slice 3D models into printer-ready G-code with OrcaSlicer, the open-source slicer with built-in profiles for most FDM printers (Prusa, Bambu Lab, Creality, Voron and more). Use when the user wants an `.stl`, `.3mf` or `…

    10,083 installs
  13. msw-painter msw-git/msw-ai-coding-plugins-official

    When msw-search cannot find a suitable sprite RUID, draw a pixel art sprite directly with SVG / HTML5 Canvas / HTML code, render it to PNG, and upload it via the msw-mcp asset upload tool to obtain a sprite RUID (if no…

    10,074 installs
  14. tanstack-query tanstack-skills/tanstack-skills

    Powerful asynchronous state management, server-state utilities, and data fetching for TS/JS, React, Vue, Solid, Svelte & Angular.

    10,070 installs
  15. videodb affaan-m/ecc

    Ingest, index, search, edit, and monitor video and audio with the VideoDB Python SDK — upload from files, URLs, or RTSP feeds, build spoken and scene indexes with timestamped search and playable clips, transcode and ref…

    10,068 installs
  16. connector-googledrive caffeinelabs/skills

    MANDATORY recipe for every Caffeine build that lists, reads, creates, shares, or organizes files and folders on the user's own Google Drive. The ONLY supported path is the `googledrive-client` mops package (Drive REST A…

    10,064 installs
  17. Manage truckload, LTL, and intermodal carrier portfolios: sourcing and FMCSA vetting, freight rate and fuel-surcharge negotiation, RFPs and routing guides, carrier scorecards, allocation, and renewals. Use when onboardi…

    10,042 installs
  18. msw-packages msw-git/msw-ai-coding-plugins-official

    MSWPackages catalog — official 1st-party prebuilt packages for common MSW features. Use this skill BEFORE writing a feature from scratch when the user asks for any standard game system (toast/notification, ranking/leade…

    10,041 installs
  19. academic-paper-reviewer imbad0202/academic-research-skills

    Multi-perspective academic paper review with dynamic reviewer personas. Runs a 5-seat, role-separated review panel (Journal-Fit Reviewer + 3 peer-review roles + Devil's Advocate) with field-specific expertise; role sepa…

    10,039 installs
  20. Generates operational guidance for CI/CD deployment pipelines, observability, monitoring, logging, and incident management on Google Cloud based on the design principles and recommendations in the Operational Excellence…

    10,039 installs
  21. msw-ui-system msw-git/msw-ai-coding-plugins-official

    MSW `.ui` single entry point — design + component API + builder + runtime. Anchor/pivot/RectTransform, UIGroup/CanvasGroup hierarchy, layout recipes (HUD/popup/toast/menu/inventory/scroll-list/ranking/leaderboard/quest…

    10,038 installs
  22. Reference guide to 9 prioritization frameworks with formulas, when-to-use guidance, and templates — RICE, ICE, Kano, MoSCoW, Opportunity Score, and more. Use when selecting a prioritization method, comparing frameworks…

    10,038 installs
  23. breakdown-feature-prd github/awesome-copilot

    Prompt for creating Product Requirements Documents (PRDs) for new features, based on an Epic.

    10,036 installs
  24. groundcover-cli paymog/groundcover-cli

    Invoke the `groundcover` Go CLI to manage Groundcover resources (dashboards, monitors, silences, connected apps, notification routes, API keys, policies, integrations, pipelines, workflows) AND to answer production obse…

    10,035 installs
  25. Procure electricity and natural gas for commercial and industrial facilities: tariff and rate-schedule optimization, demand-charge mitigation, supplier RFPs, fixed/index/block-and-index hedging, renewable PPA and REC ev…

    10,030 installs
  26. msw-sprite-ruid msw-git/msw-ai-coding-plugins-official

    SpriteRendererComponent.SpriteRUID (world) and SpriteGUIRendererComponent.ImageRUID (UI) — native RUID type support (sprite / animationclip direct playback), thumbnail:// prefix for rendering avataritem / skeleton / ani…

    10,025 installs
  27. meme-rush binance/binance-skills-hub

    Live launchpad feed + AI hot topics for meme tokens. (1) meme-rush: real-time lifecycle feed on launchpads across Solana, BSC and Base (Pump.fun, Four.meme, Flap, ...) — brand-new launches, currently-finalizing / bondin…

    10,024 installs
  28. Codified freight-exception handling expertise for shipment delays, damages, losses, shortages, and carrier disputes, with escalation protocols, carrier-specific behaviors by mode, claims procedures, and eat-the-cost vs…

    10,022 installs
  29. notebooklm teng-lin/notebooklm-py

    Install, authenticate, troubleshoot, and operate Gemini Notebook through the notebooklm-py CLI or typed async Python API. Use for notebook and source management, grounded chat and research, and artifact generation or do…

    10,021 installs
  30. okx-cex-bot okx/agent-skills

    Manage Grid bots (spot/contract/coin-margined), DCA Martingale bots (Spot DCA 现货马丁 / Contract DCA 合约马丁), and Smart Portfolio bots (智能组合, auto-rebalancing multi-asset portfolio) on OKX. Covers create, stop, amend, monito…

    10,018 installs
  31. outcome-roadmap phuryn/pm-skills

    Transform an output-focused roadmap into an outcome-focused one that communicates strategic intent. Rewrites initiatives as outcome statements reflecting user and business impacts. Use when shifting to outcome roadmaps,…

    10,016 installs
  32. msw-behaviourtree msw-git/msw-ai-coding-plugins-official

    Authors MSW `.behaviourtree` files end-to-end and maintains the project-specific authoring spec (`.behaviourDocs/bt-spec.md`). Scans every `.codeblock` whose paired `.mlua` extends `ActionNode`/`DecoratorNode`/`Composit…

    10,010 installs
  33. Refactor given method `${input:methodName}` to reduce its cognitive complexity to `${input:complexityThreshold}` or below, by extracting helper methods.

    10,006 installs
  34. Decompose complex tasks, design dependency graphs, and coordinate multi-agent work with proper task descriptions and workload balancing. Use this skill when breaking down work for agent teams, managing task dependencies…

    10,005 installs
  35. ctf-web ljagiello/ctf-skills

    Provides web exploitation techniques for CTF challenges. Use when the target is primarily an HTTP application, API, browser client, template engine, identity flow, or smart-contract frontend/backend surface, including X…

    9,994 installs
  36. code-review anthropics/knowledge-work-plugins

    Review code changes for security, performance, and correctness. Trigger with a PR URL or diff, "review this before I merge", "is this code safe?", or when checking a change for N+1 queries, injection risks, missing edge…

    9,993 installs
  37. pdftk-server github/awesome-copilot

    Skill for using the command-line tool pdftk (PDFtk Server) for working with PDF files. Use when asked to merge PDFs, split PDFs, rotate pages, encrypt or decrypt PDFs, fill PDF forms, apply watermarks, stamp overlays, e…

    9,985 installs
  38. scoutqa-test github/awesome-copilot

    This skill should be used when the user asks to "test this website", "run exploratory testing", "check for accessibility issues", "verify the login flow works", "find bugs on this page", or requests automated QA testing…

    9,983 installs
  39. shopify-customer shopify/shopify-ai-toolkit

    Write and validate GraphQL operations for developers integrating Shopify's Customer Account API. Generates code for Customer Account API integrations.

    9,976 installs
  40. graphite withgraphite/agent-skills

    Work with Graphite (gt) for stacked PRs - creating, navigating, and managing PR stacks.

    9,974 installs
  41. baoyu-wechat-summary jimliu/baoyu-skills

    Summarizes WeChat group chat highlights into a structured digest using the local wx-cli binary (https://github.com/jackwener/wx-cli). Generates a normal digest by default; a roast (毒舌) version is opt-in. Maintains per-g…

    9,966 installs
  42. powerbi-modeling github/awesome-copilot

    Power BI semantic modeling assistant for building optimized data models. Use when working with Power BI semantic models, creating measures, designing star schemas, configuring relationships, implementing RLS, or optimiz…

    9,965 installs
  43. dmux-workflows affaan-m/ecc

    Multi-agent orchestration using dmux (tmux pane manager for AI agents). Patterns for parallel agent workflows across Claude Code, Codex, OpenCode, and other harnesses. Use when running multiple agent sessions in paralle…

    9,958 installs
  44. Codified expertise for returns authorization, receipt and inspection, disposition decisions, refund processing, fraud detection, and warranty claims management. Informed by returns operations managers with 15+ years exp…

    9,958 installs
  45. Coordinate parallel code reviews across multiple quality dimensions with finding deduplication, severity calibration, and consolidated reporting. Use this skill when organizing multi-reviewer code reviews, calibrating f…

    9,956 installs
  46. academic-cv-builder paramchoudhary/resumeskills

    Format CVs for academic positions with publications, grants, and teaching

    9,945 installs
  47. nano-banana-pro-openrouter github/awesome-copilot

    Generate or edit images via OpenRouter with the Gemini 3 Pro Image model. Use for prompt-only image generation, image edits, and multi-image compositing; supports 1K/2K/4K output.

    9,931 installs
  48. wordpress-pro jeffallan/claude-skills

    Develops custom WordPress themes and plugins, creates and registers Gutenberg blocks and block patterns, configures WooCommerce stores, implements WordPress REST API endpoints, applies security hardening (nonces, saniti…

    9,920 installs
  49. creative-portfolio-resume paramchoudhary/resumeskills

    Balance visual design with ATS compatibility for creative roles

    9,912 installs
  50. markdown-to-html github/awesome-copilot

    Convert Markdown files to HTML similar to `marked.js`, `pandoc`, `gomarkdown/markdown`, or similar tools; or writing custom script to convert markdown to html and/or working on web template systems like `jekyll/jekyll`,…

    9,911 installs