Best Claude skills, ranked with real registry data

How this list is ranked

• Most installed on AIPM uses the install count the AIPM registry records for each skill. Only skills with at least one install appear.
• Top skill collections groups skills by their GitHub source repository and orders the repositories by GitHub stars, as last recorded by the registry. Stars measure the whole repository, not a single skill.
• Skills flagged by AIPM's automated security scan are excluded (67 left out at the last refresh). Skills without a usable description are left out of the collections list.
• Data refreshes automatically from the registry. Last refreshed: 14 October 2026 (UTC).

New to skills? Start with what Claude skills are and how to install Claude skills.

Most installed Claude skills on AIPM

AIPM is a young registry, so these counts are small. They are real installs, not estimates.

Top Claude skill collections by GitHub stars

396 Claude-compatible skills from 30 GitHub repositories are in the registry. The 15 most-starred collections are below.

1. obra/superpowers (★ 299K on GitHub, 13 skills)

• @obra/diagnosing-superpowers: Use when a superpowers session went wrong and your human partner wants to know why — repeated work, ignored plans, stumbles, poor results, a skill that didn't fire, "it took too long", "why is it so expensive", "what is it doing" — or wa... (Scanned · no issues)
  aipm add @obra/diagnosing-superpowers@1.0.0
• @obra/dispatching-parallel-agents: Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies (Scanned · no issues)
  aipm add @obra/dispatching-parallel-agents@1.0.0
• @obra/executing-plans: Use when executing an implementation plan in the current session as the implementer yourself — your human partner chose inline execution, or no subagent tool is available (Scanned · no issues)
  aipm add @obra/executing-plans@1.0.0
• @obra/finishing-a-development-branch: Use when implementation is complete, all tests pass, and you need to decide how to integrate the work (Scanned · no issues)
  aipm add @obra/finishing-a-development-branch@1.0.0
• @obra/receiving-code-review: Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation (Scanned · no issues)
  aipm add @obra/receiving-code-review@1.0.0
• @obra/requesting-code-review: Use when completing tasks, implementing major features, or before merging to verify work meets requirements (Scanned · no issues)
  aipm add @obra/requesting-code-review@1.0.0

Source repository · More skills from Jesse Vincent

2. mattpocock/skills (★ 284K on GitHub, 32 skills)

• @mattpocock/grill-me: A relentless interview to sharpen a plan or design. (Not yet scanned, 6 installs)
  aipm add @mattpocock/grill-me@1.0.1
• @mattpocock/ask-matt: Ask which skill or flow fits your situation. A router over the skills in this repo. (Scanned · no issues)
  aipm add @mattpocock/ask-matt@1.0.0
• @mattpocock/code-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/spec asked for... (Scanned · no issues)
  aipm add @mattpocock/code-review@1.0.0
• @mattpocock/codebase-design: Shared vocabulary for designing deep modules. Use when the user wants to design or improve a module's interface, find deepening opportunities, decide where a seam goes, make code more testable or AI-navigable, or when another skill needs... (Scanned · no issues)
  aipm add @mattpocock/codebase-design@1.0.0
• @mattpocock/diagnosing-bugs: Diagnosis loop for hard bugs and performance regressions. Use when the user says "diagnose"/"debug this", or reports something broken/throwing/failing/slow. (Scanned · no issues)
  aipm add @mattpocock/diagnosing-bugs@1.0.0
• @mattpocock/domain-modeling: Build and sharpen a project's domain model. Use when discussing codebase terminology, writing or editing a GLOSSARY.md, or recording or editing an ADR. (Scanned · no issues)
  aipm add @mattpocock/domain-modeling@1.0.0

Source repository · More skills from Matt Pocock

3. anthropics/skills (★ 180K on GitHub, 15 skills)

• @anthropics/algorithmic-art: Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original al... (Not yet scanned, 7 installs)
  aipm add @anthropics/algorithmic-art@1.0.0
• @anthropics/frontend-design: Guidance for distinctive, intentional visual design when building new UI or reshaping an existing one. Helps with aesthetic direction, typography, and making choices that don't read as templated defaults. (Not yet scanned, 2 installs)
  aipm add @anthropics/frontend-design@1.0.0
• @anthropics/pdf: Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creati... (Scanned · no issues, 1 install)
  aipm add @anthropics/pdf@1.0.0
• @anthropics/brand-guidelines: Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design standards apply. (Scanned · no issues)
  aipm add @anthropics/brand-guidelines@1.0.0
• @anthropics/canvas-design: Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying e... (Scanned · no issues)
  aipm add @anthropics/canvas-design@1.0.0
• @anthropics/doc-coauthoring: Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfe... (Scanned · no issues)
  aipm add @anthropics/doc-coauthoring@1.0.0

Source repository · More skills from Anthropic

4. shadcn-ui/ui (★ 125K on GitHub, 2 skills)

• @shadcn-ui/migrate-radix-to-base: Migrates React projects and components from Radix UI to Base UI. Use when asked to migrate from radix, move to base-ui, convert radix primitives, or switch a shadcn project's base library. Handles single components ("migrate accordion")... (Scanned · no issues)
  aipm add @shadcn-ui/migrate-radix-to-base@1.0.0
• @shadcn-ui/shadcn: Manages shadcn components and projects — adding, searching, fixing, debugging, styling, and composing UI, including chat interfaces. Provides project context, component docs, and usage examples. Applies when working with shadcn/ui, compo... (Scanned · no issues)
  aipm add @shadcn-ui/shadcn@1.0.0

Source repository

5. addyosmani/agent-skills (★ 98K on GitHub, 23 skills)

• @addyosmani/api-and-interface-design: Guides stable API and interface design. Use when designing APIs, module boundaries, or any public interface. Use when creating REST or GraphQL endpoints, defining type contracts between modules, or establishing boundaries between fronten... (Scanned · no issues)
  aipm add @addyosmani/api-and-interface-design@1.0.0
• @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. (Scanned · no issues)
  aipm add @addyosmani/ci-cd-and-automation@1.0.0
• @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. (Scanned · no issues)
  aipm add @addyosmani/code-review-and-quality@1.0.0
• @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 comp... (Scanned · no issues)
  aipm add @addyosmani/code-simplification@1.0.0
• @addyosmani/constraint-driven-development: Establishes a project's quality bar as a written contract and stops agents quietly lowering it. Interviews the user on which dimensions matter, supplies sane default thresholds when they have no number in mind, records everything in CONS... (Scanned · no issues)
  aipm add @addyosmani/constraint-driven-development@1.0.0
• @addyosmani/context-engineering: Optimizes agent context setup. Use when starting a new session, when agent output quality degrades, when switching between tasks, or when you need to configure rules files and context for a project. (Scanned · no issues)
  aipm add @addyosmani/context-engineering@1.0.0

Source repository · More skills from Addy Osmani

6. Leonxlnx/taste-skill (★ 96K on GitHub, 14 skills)

• @leonxlnx/brandkit: Premium brand-kit image generation skill for creating high-end brand-guidelines boards, logo systems, identity decks, and visual-world presentations. Trained for minimalist, cinematic, editorial, dark-tech, luxury, cultural, security, ga... (Scanned · no issues)
  aipm add @leonxlnx/brandkit@1.0.0
• @leonxlnx/brutalist-skill: Raw mechanical interfaces fusing Swiss typographic print with military terminal aesthetics. Rigid grids, extreme type scale contrast, utilitarian color, analog degradation effects. For data-heavy dashboards, portfolios, or editorial site... (Scanned · no issues)
  aipm add @leonxlnx/brutalist-skill@1.0.0
• @leonxlnx/gpt-tasteskill: Elite UX/UI & Advanced GSAP Motion Engineer. Enforces Python-driven true randomization for layout variance, strict AIDA page structure, wide editorial typography (bans 6-line wraps), gapless bento grids, strict GSAP ScrollTriggers (pinni... (Scanned · no issues)
  aipm add @leonxlnx/gpt-tasteskill@1.0.0
• @leonxlnx/image-to-code-skill: Elite website image-to-code skill for Codex. For visually important web tasks, it must first generate the design image(s) itself, deeply analyze them, then implement the website to match them as closely as possible. In Codex, it must pre... (Scanned · no issues)
  aipm add @leonxlnx/image-to-code-skill@1.0.0
• @leonxlnx/imagegen-frontend-mobile: Elite mobile app image-generation skill for creating premium, app-native screen concepts and flows. Designed for iOS, Android, and cross-platform mobile products. Prioritizes clean hierarchy, comfortably readable text, strong multi-scree... (Scanned · no issues)
  aipm add @leonxlnx/imagegen-frontend-mobile@1.0.0
• @leonxlnx/imagegen-frontend-web: Elite frontend image-direction skill for generating premium, conversion-aware website design references. CRITICAL OUTPUT RULE — generate ONE separate horizontal image FOR EVERY section. A landing page with 8 sections produces 8 images. N... (Scanned · no issues)
  aipm add @leonxlnx/imagegen-frontend-web@1.0.0

Source repository · More skills from Leon Lin

7. coreyhaines31/marketingskills (★ 51K on GitHub, 50 skills)

• @coreyhaines31/video: When the user wants to create, generate, or produce video content using AI tools or programmatic frameworks. Also use when the user mentions 'video production,' 'AI video,' 'Remotion,' 'Hyperframes,' 'HeyGen,' 'Synthesia,' 'Veo,' 'Sora,'... (Not yet scanned, 3 installs)
  aipm add @coreyhaines31/video@1.0.0
• @coreyhaines31/content-strategy: When the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover. Also use when the user mentions "content strategy," "what should I write about," "content ideas," "blog strategy," "topic... (Not yet scanned, 1 install)
  aipm add @coreyhaines31/content-strategy@1.0.0
• @coreyhaines31/copywriting: When the user wants to write, rewrite, or improve marketing copy for any page — including homepage, landing pages, pricing pages, feature pages, about pages, or product pages. Also use when the user says "write copy for," "improve this c... (Not yet scanned, 1 install)
  aipm add @coreyhaines31/copywriting@1.0.0
• @coreyhaines31/free-tools: When the user wants to plan, evaluate, or build a free tool for marketing purposes — lead generation, SEO value, or brand awareness. Also use when the user mentions "engineering as marketing," "free tool," "marketing tool," "calculator,"... (Not yet scanned, 1 install)
  aipm add @coreyhaines31/free-tools@1.0.0
• @coreyhaines31/programmatic-seo: When the user wants to create SEO-driven pages at scale using templates and data. Also use when the user mentions "programmatic SEO," "template pages," "pages at scale," "directory pages," "location pages," "[keyword] + [city] pages," "c... (Not yet scanned, 1 install)
  aipm add @coreyhaines31/programmatic-seo@1.0.0
• @coreyhaines31/seo-audit: When the user wants to audit, review, or diagnose SEO issues on their site. Also use when the user mentions "SEO audit," "technical SEO," "why am I not ranking," "SEO issues," "on-page SEO," "meta tags review," "SEO health check," "my tr... (Not yet scanned, 1 install)
  aipm add @coreyhaines31/seo-audit@1.0.0

Source repository · More skills from Corey Haines

8. emilkowalski/skills (★ 45K on GitHub, 12 skills)

• @emilkowalski/animate: Build an animation from scratch, making the decisions in the order that determines whether it feels right — should it animate at all, what purpose, which tool, which properties, which curve and duration, how it interrupts, how it exits.... (Scanned · no issues)
  aipm add @emilkowalski/animate@1.0.0
• @emilkowalski/animate-expo: Build animations in React Native and Expo, making the decisions in the order that determines whether they feel right — should it animate, which thread it runs on, which properties, spring or timing, how the gesture hands off, how it degr... (Scanned · no issues)
  aipm add @emilkowalski/animate-expo@1.0.0
• @emilkowalski/animation-performance: Keep web animations inside the frame budget — animate composite-only properties, keep motion off the main thread when the page is busy, and find the cause when an animation drops frames. Covers the layout/paint/composite pipeline, cheape... (Scanned · no issues)
  aipm add @emilkowalski/animation-performance@1.0.0
• @emilkowalski/animation-vocabulary: Reverse-lookup glossary that turns a vague description of a web animation or motion effect into its exact term ("the bouncy thing when a popover opens" → Pop in; "the iOS rubber-band scroll" → Rubber-banding). Use when the user asks "wha... (Scanned · no issues)
  aipm add @emilkowalski/animation-vocabulary@1.0.0
• @emilkowalski/apple-design: Apple's approach to interface design and fluid, physical motion, translated for the web. Use when building or reviewing gesture-driven UI, spring animations, drag/swipe/sheet interactions, momentum and interruptible transitions, transluc... (Scanned · no issues)
  aipm add @emilkowalski/apple-design@1.0.0
• @emilkowalski/ask-sonner: Guide to Sonner, the React toast library — install and wire up the Toaster, pick the right toast() call, promise and loading toasts, updating, dismissing and persisting toasts, styling, theming and icons, positioning and multiple toaster... (Scanned · no issues)
  aipm add @emilkowalski/ask-sonner@1.0.0

Source repository · More skills from Emil Kowalski

9. vercel-labs/agent-browser (★ 44K on GitHub, 9 skills)

• @vercel-labs/agentcore: Run agent-browser on AWS Bedrock AgentCore cloud browsers. Use when the user wants to use AgentCore, run browser automation on AWS, use a cloud browser with AWS credentials, or needs a managed browser session backed by AWS infrastructure... (Scanned · no issues, 8 installs)
  aipm add @vercel-labs/agentcore@1.0.0
• @vercel-labs/webmcp-gen: Build and validate experimental WebMCP tools for an existing web page. Use when an agent needs to expose a site's real workflows as page tools, create webmcp.init.js, define deterministic checks, or compare WebMCP with accessibility-tree... (Scanned · no issues, 4 installs)
  aipm add @vercel-labs/webmcp-gen@1.0.0
• @vercel-labs/agent-browser: Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps, or automating any browser task.... (Not yet scanned)
  aipm add @vercel-labs/agent-browser@1.0.0
• @vercel-labs/derive-client: Reverse-engineer a website's internal API by recording browser traffic into a HAR file, then generate a standalone client or CLI that calls the endpoints directly, with no browser needed after the first recording. Use when asked to "deri... (Scanned · no issues)
  aipm add @vercel-labs/derive-client@1.0.0
• @vercel-labs/dogfood: Systematically explore and test a web application to find bugs, UX issues, and other problems. Use when asked to "dogfood", "QA", "exploratory test", "find issues", "bug hunt", "test this app/site/platform", or review the quality of a we... (Scanned · no issues)
  aipm add @vercel-labs/dogfood@1.0.0
• @vercel-labs/electron: Automate Electron desktop apps (VS Code, Slack, Discord, Figma, Notion, Spotify, etc.) using agent-browser via Chrome DevTools Protocol. Use when the user needs to interact with an Electron app, automate a desktop app, connect to a runni... (Scanned · no issues)
  aipm add @vercel-labs/electron@1.0.0

Source repository · More skills from Vercel Labs

10. vercel-labs/agent-skills (★ 32K on GitHub, 8 skills)

• @vercel-labs/composition-patterns: vercel-composition-patterns (Scanned · no issues)
  aipm add @vercel-labs/composition-patterns@1.0.0
• @vercel-labs/react-best-practices: React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React... (Not yet scanned)
  aipm add @vercel-labs/react-best-practices@1.0.0
• @vercel-labs/react-native-skills: vercel-react-native-skills (Scanned · no issues)
  aipm add @vercel-labs/react-native-skills@1.0.0
• @vercel-labs/react-view-transitions: Guide for implementing smooth, native-feeling animations using React's View Transition API (`<ViewTransition>` component, `addTransitionType`, and CSS view transition pseudo-elements). Use this skill whenever the user wants to add page t... (Scanned · no issues)
  aipm add @vercel-labs/react-view-transitions@1.0.0
• @vercel-labs/vercel-cli-with-tokens: Deploy and manage projects on Vercel using token-based authentication. Use when working with Vercel CLI using access tokens rather than interactive login — e.g. "deploy to vercel", "set up vercel", "add environment variables to vercel". (Scanned · no issues)
  aipm add @vercel-labs/vercel-cli-with-tokens@1.0.0
• @vercel-labs/vercel-optimize: Use for Vercel cost and performance optimization on deployed projects, especially Next.js, SvelteKit, Nuxt, and limited Astro apps. Collect Vercel metrics, usage, project config, and code scan results first; investigate only metric-backe... (Scanned · no issues)
  aipm add @vercel-labs/vercel-optimize@1.0.0

Source repository · More skills from Vercel Labs

11. vercel-labs/skills (★ 32K on GitHub, 1 skill)

• @vercel-labs/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 l... (Not yet scanned)
  aipm add @vercel-labs/find-skills@1.0.0

Source repository

12. Orchestra-Research/AI-Research-SKILLs (★ 14K on GitHub, 64 skills)

• @orchestra-research/0-autoresearch-skill: Orchestrates end-to-end autonomous AI research projects using a two-loop architecture. The inner loop runs rapid experiment iterations with clear optimization targets. The outer loop synthesizes results, identifies patterns, and steers r... (Not yet scanned)
  aipm add @orchestra-research/0-autoresearch-skill@1.0.0
• @orchestra-research/a-evolve: Provides guidance for automatically evolving and optimizing AI agents across any domain using LLM-driven evolution algorithms. Use when building self-improving agents, optimizing agent prompts and skills against benchmarks, or implementi... (Scanned · no issues)
  aipm add @orchestra-research/a-evolve@1.0.0
• @orchestra-research/academic-plotting: Generates publication-quality figures for ML papers from research context. Given a paper section or description, extracts system components and relationships to generate architecture diagrams via Gemini. Given experiment results or data,... (Scanned · no issues)
  aipm add @orchestra-research/academic-plotting@1.0.0
• @orchestra-research/accelerate: Simplest distributed training API. 4 lines to add distributed support to any PyTorch script. Unified API for DeepSpeed/FSDP/Megatron/DDP. Automatic device placement, mixed precision (FP16/BF16/FP8). Interactive config, single launch comm... (Scanned · no issues)
  aipm add @orchestra-research/accelerate@1.0.0
• @orchestra-research/audiocraft: PyTorch library for audio generation including text-to-music (MusicGen) and text-to-sound (AudioGen). Use when you need to generate music from text descriptions, create sound effects, or perform melody-conditioned music generation. (Scanned · no issues)
  aipm add @orchestra-research/audiocraft@1.0.0
• @orchestra-research/awq: Activation-aware weight quantization for 4-bit LLM compression with 3x speedup and minimal accuracy loss. Use when deploying large models (7B-70B) on limited GPU memory, when you need faster inference than GPTQ with better accuracy prese... (Scanned · no issues)
  aipm add @orchestra-research/awq@1.0.0

Source repository · More skills from Orchestra Research

13. petergyang/no-ai-slop (★ 12K on GitHub, 1 skill)

• @petergyang/no-ai-slop: Edit drafts into sharper, more human writing while preserving the writer's personal voice, or detect AI-slop patterns without rewriting. Use when the user wants a draft clearer, more direct, more opinionated, or less AI-sounding, or asks... (Scanned · no issues)
  aipm add @petergyang/no-ai-slop@1.0.0

Source repository

14. antfu/skills (★ 6.0K on GitHub, 13 skills)

• @antfu/antfu: Anthony Fu's opinionated tooling and conventions for JavaScript/TypeScript projects. Use when setting up new projects, configuring ESLint/Prettier alternatives, monorepos, library publishing, or when the user mentions Anthony Fu's prefer... (Scanned · no issues)
  aipm add @antfu/antfu@1.0.0
• @antfu/antfu-create-pr: Create a reviewable GitHub pull request from the current branch with a Conventional Commits title, a concise evidence-based body, and before/after screenshots for UI changes. Use when asked to open, create, publish, or prepare a PR. (Scanned · no issues)
  aipm add @antfu/antfu-create-pr@1.0.0
• @antfu/antfu-design: antfu-style design conventions, broadened. UnoCSS-first, class-based semantic tokens with dual light/dark for tooling and devtools UIs, plus design-read, anti-slop, and micro-interaction polish for landing pages and product surfaces. Use... (Scanned · no issues)
  aipm add @antfu/antfu-design@1.0.0
• @antfu/nuxt: Nuxt full-stack Vue framework with SSR, auto-imports, and file-based routing. Use when working with Nuxt apps, server routes, useFetch, middleware, or hybrid rendering. (Scanned · no issues)
  aipm add @antfu/nuxt@1.0.0
• @antfu/pinia: Pinia official Vue state management library, type-safe and extensible. Use when defining stores, working with state/getters/actions, or implementing store patterns in Vue apps. (Scanned · no issues)
  aipm add @antfu/pinia@1.0.0
• @antfu/slidev: Create and present web-based slidedecks for developers using Slidev with Markdown, Vue components, code highlighting, animations, and interactive features. Use when building technical presentations, conference talks, code walkthroughs, t... (Scanned · no issues)
  aipm add @antfu/slidev@1.0.0

Source repository · More skills from Anthony Fu

15. remotion-dev/skills (★ 4.7K on GitHub, 10 skills)

• @remotion-dev/remotion-upgrade: Upgrade Remotion, and related packages (Scanned · no issues, 6 installs)
  aipm add @remotion-dev/remotion-upgrade@1.0.0
• @remotion-dev/remotion-captions: Transcribing, displaying and animating captions (Scanned · no issues)
  aipm add @remotion-dev/remotion-captions@1.0.0
• @remotion-dev/remotion-create: Create a new Remotion video (Scanned · no issues)
  aipm add @remotion-dev/remotion-create@1.0.0
• @remotion-dev/remotion-docs: Search Remotion documentation (Scanned · no issues)
  aipm add @remotion-dev/remotion-docs@1.0.0
• @remotion-dev/remotion-interactivity: Structure Remotion markup for interactivity (Scanned · no issues)
  aipm add @remotion-dev/remotion-interactivity@1.0.0
• @remotion-dev/remotion-maps: Remotion Map animation knowledge (Scanned · no issues)
  aipm add @remotion-dev/remotion-maps@1.0.0

Source repository · More skills from Remotion

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