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Claude Skills

The open format is called Agent Skills and works in Claude Code, Codex, Cursor and other agents — most people know it as Claude Skills.

Every Agent Skill we could find on GitHub, deduplicated by content. 80 149 files from 1 774 authors, of which 62 489 are unique — the rest is the same skill repackaged into someone else's repository. For each one: what it weighs in tokens, whether it ships runnable scripts, and which MCP servers it needs.

62 489
unique skills
out of 80 149 files found on GitHub
17 660
are copies
same content, someone else's repository
1 741
tokens, median
what a typical skill costs you in context
7 984
name collisions
two skills with one name cannot sit side by side

31 801–31 860 of 62 489

page 531 of 1 042
Executing Plans
by coco-research

Use when you have a written implementation plan to execute in a separate session with review checkpoints

620 tokens
Expo API Routes
by coco-research

Guidelines for creating API routes in Expo Router with EAS Hosting

2k tokens
Finishing A Development Branch
by coco-research

Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup

1k tokens
Frontend Design
by coco-research

Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics.

4k tokens
Generate Tests
by coco-research

Generate complete test coverage for any file, component, or module. Covers unit tests, integration tests, edge cases, error handling, and mocking — adapted to whatever testing framework the project uses.

2k tokens
Pmstudio Irp
by coco-research

Generate an Incident Response Plan (IRP) with severity classification, escalation procedures, and communication templates. Use when someone asks to "create an incident response plan", "IRP", "incident procedures", "escalation matrix", "incident playbook", or needs to document how to handle incidents for a product/platform. Reads PRD, stakeholder directory, and project memory to build product-specific response procedures. Complementary to DR plan (DR = restore service; IRP = manage the incident while it's happening).

3k tokens
Journey Map
by coco-research

> Loads full context for a React Flow (@xyflow/react) user journey mapping project. Use when working on, extending, debugging, or building features for "work on journey map", "build user journey", "react flow journey project", "journey-map app", or any request to add features like swimlanes, emotion curves, persona nodes, touchpoints, or pain point markers.

1k tokens
Humanizer
by coco-research

| Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's inflated symbolism, promotional language, superficial -ing analyses, vague attributions, em dash overuse, rule of three, AI vocabulary words, passive voice, negative parallelisms, and filler phrases.

9k tokens
Karpathy Guidelines
by coco-research

Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or refactoring code to avoid overcomplication, make surgical changes, surface assumptions, and define verifiable success criteria.

1k tokens
Pmstudio Meeting Notes
by coco-research

Generate structured meeting notes from transcripts or pasted text. Use when someone says "meeting notes", "process this transcript", "summarize this call", "notes from today's meeting", or pastes/references a meeting transcript. Auto-enriches attendees from stakeholder directory, routes output to correct project subfolder, flags downstream artifact impacts (PRD, deck, architecture), and proposes CLAUDE.local.md updates. Produces date-first Markdown files.

3k tokens
Meta:media
by coco-research

Multimodal memory — ingest, embed, and search media (images, video, audio, files) with Gemini Embedding 2 + ChromaDB

1k tokens
Pmstudio Nfr
by coco-research

Detailed completeness audit of all project documents. Use when someone asks "are we ready for production", "audit our docs", "readiness check", "nfr tracker", or "what's missing". Do NOT use for a quick command listing — use /pmstudio instead. Scans every document for section-level completeness, reports staleness, and gives prioritized gap-closure recommendations.

9k tokens
Openai Agents
by coco-research

| Build AI applications with OpenAI Agents SDK - text agents, voice agents, multi-agent handoffs, tools with Zod schemas, guardrails, and streaming. Prevents 11 documented errors.

37k tokens scripts
Openai API
by coco-research

| Build with OpenAI stateless APIs - Chat Completions (GPT-5.2, o3), Realtime voice, Batch API (50% savings), Embeddings, DALL-E 3, Whisper, and TTS. Prevents 16 documented errors.

49k tokens scripts
Openai Whisper
by coco-research

Speech-to-text transcription via OpenAI Whisper. Supports two modes — Local CLI (no API key, runs on-device) and Cloud API (fast, scalable, requires OPENAI_API_KEY). Use when the user needs to transcribe audio files, translate speech, or convert audio to text.

967 tokens
PRD Mastery: Context Aware, Expert Driven, and Token Efficient Refinement
by coco-research

A skill that blends the wisdom of top industry experts, ensures token-efficient PRDs, and organizes outputs in a clear folder structure.

18k tokens scripts
Pmstudio
by coco-research

PM Studio command center. Use for a quick overview of available commands and document inventory. Use when someone says "pmstudio", "show commands", "what can I generate", or "project status". Do NOT use for detailed completeness audits — use /pmstudio-nfr instead. Shows document coverage dashboard and recommends which /pmstudio-* command to run next.

2k tokens
OpenAI Apps MCP
by coco-research

| Build ChatGPT apps with MCP servers on Cloudflare Workers. Extend ChatGPT with custom tools and interactive widgets (HTML/JS UI).

7k tokens scripts
Prd Generator
by coco-research

Generate comprehensive Product Requirements Documents (PRDs) for product managers. Use this skill when users ask to "create a PRD", "write product requirements", "document a feature", or need help structuring product specifications.

20k tokens scripts
Pmstudio Init
by coco-research

Use when starting a new project, onboarding to an existing product, or setting up a documentation ecosystem for any initiative. Scaffolds the standard document set, folder structure, project memory, and doc-sync config. Works for software products, consulting engagements, platform implementations, and governance programs.

6k tokens
Receiving Code Review
by coco-research

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

2k tokens
Pmstudio Recovery
by coco-research

Generate detailed service restoration runbooks with step-by-step procedures. Use when someone asks to "create recovery procedures", "restoration runbook", "recovery steps", "how to restore service", or needs tactical step-by-step procedures for recovering from disaster scenarios. This is the execution companion to the DR plan — DR defines what and when, recovery-plan defines exactly how. Requires a DR plan to exist (will prompt to run /pmstudio-dr first if missing).

1k tokens
Redesign Existing Projects
by coco-research

Upgrades existing websites and apps to premium quality. Audits current design, identifies generic AI patterns, and applies high-end design standards without breaking functionality. Works with any CSS framework or vanilla CSS.

4k tokens
Skill Creator
by coco-research

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

13k tokens scripts
Requesting Code Review
by coco-research

Use when completing tasks, implementing major features, or before merging to verify work meets requirements

2k tokens
Scroll World
by coco-research

> Build an immersive scroll-scrubbed "fly through the world" landing page for any industry or brand using Higgsfield. As the visitor scrolls, a pre-rendered camera flies from outside each scene into its interior, then flows on to the next scene with NO cuts — one continuous connected flight (Emons-style isometric diorama world, or any art direction you pick). The skill interviews the user for the topic, the story beats/sections, and brand kit, then generates cohesive scenes + seamless camera clips with Higgsfield and wires a portable, framework-agnostic scroll-scrub engine. The video chain renders through Monid by default (Seedance 2.0, pay-per-clip USD — capability re-checked each build, see Step 4) with Higgsfield credits as the fallback biller. Use when the user wants a "3D world" / "browse-through-the-industry" hero, a scroll cinematic, a diorama landing, or to turn a business into a scrollable world.

28k tokens scripts
Pmstudio Comms
by coco-research

Generate templated stakeholder communications from project context. Use when someone asks to "write a go-live email", "create a status update", "onboard someone", "write an announcement", "steerco update", "incident summary", "change notification", or any stakeholder communication task. Reads project memory, stakeholder directory, PRD, and meeting notes to pre-fill real names, dates, and context. Produces ready-to-send Markdown.

3k tokens
Subagent Driven Development
by coco-research

Use when executing implementation plans with independent tasks in the current session

5k tokens
Swiftui Liquid Glass
by coco-research

Implement, review, or improve SwiftUI features using the iOS 26+ Liquid Glass API. Use when asked to adopt Liquid Glass in new SwiftUI UI, refactor an existing feature to Liquid Glass, or review Liquid Glass usage for correctness, performance, and design alignment.

3k tokens
Systematic Debugging
by coco-research

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes

10k tokens scripts
Tailwind Patterns
by coco-research

Tailwind CSS v4 principles. CSS-first configuration, container queries, modern patterns, design token architecture. Use when building with Tailwind v4 or migrating from v3.

2k tokens
Task Prd Creator
by coco-research

Use this skill when users request new features, enhancements, bug fixes, or any work that needs planning. Creates structured task files and PRDs (Product Requirements Documents) before implementation. Activates for "I want to add X", "implement Y", "create a task for Z", "plan this feature", or any feature request.

3k tokens
UI Ux Pro Max
by coco-research

UI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 9 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind, shadcn/ui). Actions: plan, build, create, design, implement, review, fix, improve, optimize, enhance, refactor, check UI/UX code. Projects: website, landing page, dashboard, admin panel, e-commerce, SaaS, portfolio, blog, mobile app, .html, .tsx, .vue, .svelte. Elements: button, modal, navbar, sidebar, card, table, form, chart. Styles: glassmorphism, claymorphism, minimalism, brutalism, neumorphism, bento grid, dark mode, responsive, skeuomorphism, flat design. Topics: color palette, accessibility, animation, layout, typography, font pairing, spacing, hover, shadow, gradient. Integrations: shadcn/ui MCP for component search and examples.

4k tokens
Test Driven Development
by coco-research

Use when implementing any feature or bugfix, before writing implementation code

5k tokens
Ultra Think
by coco-research

Deep, multi-dimensional analysis and problem solving. Activates systematic reasoning across technical, business, user, and system perspectives. Generates multiple solutions with trade-offs, then synthesizes into a clear recommendation.

2k tokens
Using Git Worktrees
by coco-research

Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verification

1k tokens
Using Superpowers
by coco-research

Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions

2k tokens
Vercel React Best Practices
by coco-research

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 components, Next.js pages, data fetching, bundle optimization, or performance improvements.

42k tokens
Visual Explainer
by coco-research

Generate self-contained HTML visual explanations for systems, code changes, plans, data, and technical concepts. Use for diagrams, architecture overviews, diff or plan reviews, project recaps, comparison tables, slide decks, and other visual explanations.

56k tokens
Voice AI
by coco-research

Voice AI architecture and implementation guide. Covers two architectures: speech-to-speech (OpenAI Realtime API, lowest latency) and pipeline (STT->LLM->TTS, more control). Includes provider-specific patterns for OpenAI Realtime, Vapi, Deepgram, ElevenLabs, and LiveKit. Use when building voice agents, voice-enabled apps, or real-time conversational AI.

3k tokens
Verification Before Completion
by coco-research

Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always

1k tokens
Web Design Guidelines
by coco-research

Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "audit design", "review UX", or "check my site against best practices".

311 tokens
Workflow Routing
by coco-research

Use at the start of any task to route between Superpowers skills and GSD commands based on project state, task scope, and context signals. Fires before other skills when both systems are installed.

2k tokens
Writing Plans
by coco-research

Use when you have a spec or requirements for a multi-step task, before touching code

2k tokens
Writing Skills
by coco-research

Use when creating new skills, editing existing skills, or verifying skills work before deployment

14k tokens scripts
Brain:export
by coco-research

Auto-generate a slim CLAUDE.local.md from brain DB. Preserves manual behavior rules. Produces ~1,200 token auto-generated context section with key people, systems, decisions, and project status.

1k tokens
Brain:init
by coco-research

Initialize a project_brain.db in the current project folder. Creates the database, project record, then scans existing files (CLAUDE.local.md, memory files, docs, emails) to bootstrap the brain with knowledge. Smart enough to handle re-runs — skips what already exists and only processes new/changed files.

2k tokens
Brain:rescan
by coco-research

Incremental rescan of project folder. Detects new/changed files since last scan, extracts knowledge from CLAUDE.local.md, memory files, and doc inventory, and updates the brain DB. Requires an existing project_brain.db — run /brain-init first if none exists.

967 tokens
Brain
by coco-research

SQLite-based project knowledge tracker. Manages entities, relationships, tasks, threads, decisions, and events per project folder. Use /brain to query or update project_brain.db. Triggers on: 'brain', 'project knowledge', 'what do we know about', 'open tasks', 'recent decisions'.

36k tokens scripts
Brain:update
by coco-research

End-of-session brain flush. Scans the full conversation, extracts all new entities, decisions, tasks, events, relationships, and updates, presents a summary, and writes to project_brain.db after confirmation. Use at end of every session or when you want to capture everything discussed.

2k tokens
Brain:wiki
by coco-research

Browse, search, and generate Wikipedia-style knowledge articles from the brain. Auto-generated from brain DB entities, emails, docs, and decisions.

4k tokens
Cognee:recall
by coco-research

Semantic and graph search across Cognee knowledge graph. Queries project memory, finds related entities and decisions, injects results as agent context. Triggers on: 'cognee recall', 'search memory', 'what do we know about', 'find related', 'graph search', 'memory search', 'recall context'.

2k tokens
Cognee:store
by coco-research

Push project knowledge into the Cognee knowledge graph. Stores entities, decisions, events, relationships, and session context. End-of-session flush that extracts everything from the conversation and writes to the graph. Triggers on: 'cognee store', 'push to cognee', 'save to graph', 'remember this', 'log this decision'.

2k tokens
Cognee
by coco-research

Knowledge graph memory backend powered by Cognee. Query, status check, dataset management, and backend switching between Brain and Cognee. Triggers on: 'cognee', 'knowledge graph', 'graph memory', 'switch memory', 'memory backend'.

1k tokens
Gsd Add Tests
by coco-research

Generate tests for a completed phase based on UAT criteria and implementation

284 tokens
Gsd Add Backlog
by coco-research

Add an idea to the backlog parking lot (999.x numbering)

549 tokens
Gsd Add Phase
by coco-research

Add phase to end of current milestone in roadmap

287 tokens
Gsd Analyze Dependencies
by coco-research

Analyze phase dependencies and suggest Depends on entries for ROADMAP.md

298 tokens
Gsd Add Todo
by coco-research

Capture idea or task as todo from current conversation context

303 tokens
Gsd Audit Fix
by coco-research

Autonomous audit-to-fix pipeline — find issues, classify, fix, test, commit

247 tokens

Claude Skills — questions

Answers built from the skills we actually parsed.

What is a Claude Skill?
A folder with a SKILL.md file: instructions that teach an agent to do one thing well, optionally with scripts and reference files alongside. The format is open and called Agent Skills — Claude Code, Codex and other agents read the same files. It is not a program you run; it is knowledge the agent loads when the task calls for it.
How is a skill different from an MCP server?
A server gives the agent new abilities — it connects to something and exposes tools. A skill gives the agent knowledge: how to use what it already has. They combine, and often literally: 11 696 of the skills here declare which MCP servers they need to work.
Why are there fewer skills here than in other catalogues?
Because we deduplicate by content. Of 80 149 files found on GitHub, 62 489 are unique — the rest is the same skill copied into someone else's repository, word for word. Catalogues that count files rather than skills show every copy as a separate entry.
What does the token count mean?
A skill is loaded into the model's context when it is used, so its size is a running cost on every request that touches it. We measure the whole folder, not just SKILL.md: one official skill is 377 tokens, another drags 83 files of fonts behind it.
How do I install a skill?
Copy the skill folder into ~/.claude/skills for personal use, or into .claude/skills inside a project. The agent picks it up by the name in the SKILL.md header — which is worth checking: 7 984 skills here share a name with another skill, and two of them cannot sit side by side.