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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. 79 341 files from 1 736 authors, of which 61 700 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.

61 700
unique skills
out of 79 341 files found on GitHub
17 641
are copies
same content, someone else's repository
1 739
tokens, median
what a typical skill costs you in context
7 879
name collisions
two skills with one name cannot sit side by side

1 321–1 380 of 61 700

page 23 of 1 029
Solidity Security
by ComeOnOliver
×2

Master smart contract security best practices to prevent common vulnerabilities and implement secure Solidity patterns. Use when writing smart contracts, auditing existing contracts, or implementing security measures for blockchain applications.

8k tokens
SQL Optimization Patterns
by ComeOnOliver
×2

Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debugging slow queries, designing database schemas, or optimizing application performance.

7k tokens
Stripe Integration
by ComeOnOliver
×2

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 checkout flows.

6k tokens
Temporal Python Testing
by ComeOnOliver
×2

Test Temporal workflows with pytest, time-skipping, and mocking strategies. Covers unit testing, integration testing, replay testing, and local development setup. Use when implementing Temporal workflow tests or debugging test failures.

20k tokens
Terraform Module Library
by ComeOnOliver
×2

Build reusable Terraform modules for AWS, Azure, and GCP infrastructure following infrastructure-as-code best practices. Use when creating infrastructure modules, standardizing cloud provisioning, or implementing reusable IaC components.

4k tokens
Typescript Advanced Types
by ComeOnOliver
×2

Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe applications. Use when implementing complex type logic, creating reusable type utilities, or ensuring compile-time type safety in TypeScript projects.

8k tokens
Web3 Testing
by ComeOnOliver
×2

Test smart contracts comprehensively using Hardhat and Foundry with unit tests, integration tests, and mainnet forking. Use when testing Solidity contracts, setting up blockchain test suites, or validating DeFi protocols.

5k tokens
Workflow Orchestration Patterns
by ComeOnOliver
×2

Design durable workflows with Temporal for distributed systems. Covers workflow vs activity separation, saga patterns, state management, and determinism constraints. Use when building long-running processes, distributed transactions, or microservice orchestration.

5k tokens
Zimage Skill
by ComeOnOliver
×2

Generate images using ModelScope Z-Image-Turbo API. Use when user asks to generate, create, or make images, pictures, or illustrations.

57k tokens scripts
Data Storytelling
by ComeOnOliver
×2

Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive presentations.

4k tokens
Frontend Slides
by alexdcd
×2

Create stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files. Use when the user wants to build a presentation, convert a PPT/PPTX to web, or create slides for a talk/pitch. Helps non-designers discover their aesthetic through visual exploration rather than abstract choices.

4k tokens
Humanize
by humanizerai
×2

Transform AI-generated text into natural, human-like content that bypasses AI detectors like GPTZero, Turnitin, and Originality.ai. Uses credits based on word count.

550 tokens
Cold Email
by humanizerai
×2

Write cold emails that get replies using proven frameworks (AIDA, PAS, BAB). Enforces best practices like 50-125 word limit and personalized openers.

496 tokens
Detect AI
by humanizerai
×2

Analyze text to detect if it was written by AI. Returns a score from 0-100 with detailed metrics. Use when checking content before publishing or submitting.

497 tokens
Follow Up
by humanizerai
×2

Write follow-up emails that re-engage without being annoying. Uses proven psychology for follow-up sequences. 42% of replies come from follow-ups.

590 tokens
Readability
by humanizerai
×2

Analyze text readability with Flesch-Kincaid, Gunning Fog, SMOG, and other metrics. Returns objective scores with interpretation and recommendations.

554 tokens
Word Stats
by humanizerai
×2

Get word count, character count, reading time, and text statistics. Quick analysis without questions.

339 tokens
Neon Postgres
by neondatabase
vendor ×2

Guides and best practices for working with Neon Serverless Postgres. Covers getting started, local development with Neon, choosing a connection method, Neon features, authentication (@neondatabase/auth), PostgREST-style data API (@neondatabase/neon-js), Neon CLI, and Neon's Platform API/SDKs. Use for any Neon-related questions.

2k tokens
Firecrawl
by firecrawl
vendor ×2

|

5k tokens
Firecrawl Crawl
by firecrawl
vendor ×2

| Bulk extract content from an entire website or site section. Use this skill when the user wants to crawl a site, extract all pages from a docs section, bulk-scrape multiple pages following links, or says "crawl", "get all the pages", "extract everything under /docs", "bulk extract", or needs content from many pages on the same site. Handles depth limits, path filtering, and concurrent extraction.

676 tokens
AI Elements
by vercel-labs
vendor ×2

Build AI chat interfaces using ai-elements components — conversations, messages, tool displays, prompt inputs, and more. Use when the user wants to build a chatbot, AI assistant UI, or any AI-powered chat interface.

183k tokens scripts
Chat SDK
by vercel-labs
vendor ×2

Build multi-platform chat bots with Chat SDK (`chat` npm package). Use when building Slack, Teams, Google Chat, Discord, Telegram, GitHub, Linear, or WhatsApp bots, handling mentions, DMs, threads, reactions, slash commands, cards, modals, files, or AI streaming, setting up webhook routes or multi-adapter bots, or building custom adapters. Triggers on "chat sdk", "chat bot", "slack bot", "teams bot", "@chat-adapter", and cross-platform bot development.

2k tokens
Prisma Driver Adapter Implementation
by prisma
vendor ×2

Required reference for Prisma v7 driver adapter work. Use when implementing or modifying adapters, adding database drivers, or touching SqlDriverAdapter/Transaction interfaces. Contains critical contract details not inferable from code examples — including the transaction lifecycle protocol, error mapping requirements, and verification checklist. Existing implementations do not replace this skill.

5k tokens
Prisma CLI
by prisma
vendor ×2

Prisma ORM CLI commands reference covering init, generate, migrate, db, dev, studio, validate, format, debug, and mcp. Use for ORM/database CLI workflows, not Prisma Compute app deployment. For Prisma Compute, `@prisma/cli app deploy`, `compute:deploy`, `create-prisma --deploy`, apps, deployments, logs, or domains, use the `prisma-compute` skill instead. Triggers on "prisma init", "prisma generate", "prisma migrate", "prisma db", "prisma studio", "prisma mcp".

12k tokens
Prisma Postgres Setup
by prisma
vendor ×2

Set up a new Prisma Postgres database and connect it to a local project using the Management API. Use when asked to "set up a database", "create a Prisma Postgres project", "get a connection string", "connect my app to Prisma Postgres", or "provision a database".

6k tokens
AI SDK
by vercel-labs
vendor ×2

Answer questions about the AI SDK and help build AI-powered features. Use when developers: (1) Ask about AI SDK functions like generateText, streamText, ToolLoopAgent, embed, or tools, (2) Want to build AI agents, chatbots, RAG systems, or text generation features, (3) Have questions about AI providers (OpenAI, Anthropic, Google, etc.), streaming, tool calling, structured output, or embeddings, (4) Use React hooks like useChat or useCompletion. Triggers on: "AI SDK", "Vercel AI SDK", "generateText", "streamText", "add AI to my app", "build an agent", "tool calling", "structured output", "useChat".

6k tokens
Diagnosing Bugs
by google
vendor ×2

Diagnosis loop for hard bugs and performance regressions. Use when the user says "diagnose"/"debug this", or reports something broken/throwing/failing/slow.

2k tokens scripts
Grill With Docs
by google
vendor ×2

A relentless interview to sharpen a plan or design, which also creates docs (ADR's and glossary) as we go.

97 tokens
Research
by google
vendor ×2

Investigate a question against high-trust primary sources and capture the findings as a Markdown file in the repo. Use when the user wants a topic researched, docs or API facts gathered, or reading legwork delegated to a background agent.

223 tokens
Teach
by google
vendor ×2

Teach the user a new skill or concept, within this workspace.

5k tokens
Ponytail Gain
by google
vendor ×2

> cost, more speed, from the benchmark medians. One-shot display, not a "ponytail gain", "what does ponytail save", "show ponytail impact", "ponytail scoreboard".

493 tokens
Ponytail Help
by google
vendor ×2

> Quick-reference card for all ponytail modes, skills, and commands. "ponytail help", "what ponytail commands", "how do I use ponytail".

699 tokens
Ponytail Audit
by google
vendor ×2

> Whole-repo audit for over-engineering. Like ponytail-review, but scans the or replace with stdlib/native equivalents. Use when the user says "audit this codebase", "audit for over-engineering", "what can I delete from this repo", "find bloat", "ponytail-audit", or "/ponytail-audit". One-shot report, does not apply fixes.

413 tokens
Ponytail Review
by google
vendor ×2

> reinvented standard library, unneeded dependencies, speculative abstractions, it. Use when the user says "review for over-engineering", "what can we delete", "is this over-engineered", "simplify review", or invokes /ponytail-review. Complements correctness-focused review, this one only hunts complexity.

595 tokens
Ponytail
by google
vendor ×2

> Forces the laziest solution that actually works, simplest, shortest, most task needs to exist at all (YAGNI), reach for the standard library before custom code, native platform features before dependencies, one line before code, and choosing libraries or dependencies. Also use whenever the user says "ponytail", "be lazy", "lazy mode", "simplest solution", "minimal solution", "yagni", "do less", or "shortest path", or complains about over-engineering, bloat, boilerplate, or unnecessary dependencies. Do NOT use for non-coding requests (general knowledge, prose, translation, summaries, recipes).

2k tokens
Ponytail Debt
by google
vendor ×2

> deliberate shortcuts and deferrals ponytail leaves behind get tracked instead of rotting into "later means never". Use when the user says "ponytail debt", "/ponytail-debt", "what did ponytail defer", "list the shortcuts", "ponytail ledger", or "what did we mark to do later". One-shot report, changes nothing.

425 tokens
Prisma Next Build
by prisma
vendor ×2

Wire Prisma Next into the project's build system with the right build-tool plugin — Vite today via @prisma-next/vite-plugin-contract-emit (Vite 7 / 8); Next.js / Webpack / esbuild / Rollup / Turbopack are named as gaps rather than fabricated. Always offers the Vite plugin proactively when the project is using Vite. Use for vite plugin, vite-plugin, vite.config.ts, prismaVitePlugin, contract emit on save, HMR, hot reload contract, dev server, Next.js plugin, next plugin, withPrismaNext, webpack plugin, esbuild plugin, rollup plugin, build integration, dev server plugin, vite 7, vite 8.

3k tokens
Prisma Next Feedback
by prisma
vendor ×2

Hand a Prisma Next question or report off to the team — file a GitHub issue (bug or feature request), or route Q&A / design discussion / direct-team-contact to the Prisma Discord at pris.ly/discord. Use for bug, bug report, file an issue, report a bug, feature request, missing feature, this should be a feature, file this, this is a bug, this is broken, surprising behaviour, this doesn't work, file feedback, send feedback, capability gap, file via prisma-next-feedback, ask the team, talk to the team, talk to the Prisma team, talk to Prisma, Discord, Prisma Discord, Q&A, design feedback, is this the intended way, how should I do X, extension author question, extension author needs help.

4k tokens
Agent Browser
by vercel-labs
vendor ×2

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. Triggers include requests to "open a website", "fill out a form", "click a button", "take a screenshot", "scrape data from a page", "test this web app", "login to a site", "automate browser actions", or any task requiring programmatic web interaction.

15k tokens scripts
Prisma Postgres
by prisma
vendor ×2

Prisma Postgres setup and operations guidance across Console, create-db CLI, Management API, and Management API SDK. Use when creating Prisma Postgres databases, working in Prisma Console, provisioning with create-db/create-pg/create-postgres, or integrating programmatic provisioning with service tokens or OAuth.

3k tokens
Prisma Upgrade V7
by prisma
vendor ×2

Complete migration guide from Prisma ORM v6 to v7 covering all breaking changes. Use when upgrading Prisma versions, encountering v7 errors, or migrating existing projects. Triggers on "upgrade to prisma 7", "prisma 7 migration", "prisma-client generator", "driver adapter required".

9k tokens
Prisma Database Setup
by prisma
vendor ×2

Guides for configuring Prisma with different database providers (PostgreSQL, MySQL, SQLite, MongoDB, etc.). Use when setting up a new project, changing databases, or troubleshooting connection issues. Triggers on "configure postgres", "connect to mysql", "setup mongodb", "sqlite setup".

6k tokens
PPTX
by anthropics
vendor ×1

Use this skill any time a .pptx or .potx file is involved in any way — as input, output, or both. This includes: creating slide decks, pitch decks, or presentations; reading, parsing, or extracting text from any .pptx or .potx file (even if the extracted content will be used elsewhere, like in an email or summary); editing, modifying, or updating existing presentations; combining or splitting slide files; working with templates (.potx), layouts, speaker notes, or comments. Trigger whenever the user mentions \"deck,\" \"slides,\" \"presentation,\" or references a .pptx or .potx filename, regardless of what they plan to do with the content afterward. If a .pptx or .potx file needs to be opened, created, or touched, use this skill.

285k tokens scripts
XLSX
by anthropics
vendor ×1

Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit, or fix an existing .xlsx, .xlsm, .xltx, .csv, or .tsv file (e.g., adding columns, computing formulas, formatting, charting, cleaning messy data); create a new spreadsheet from scratch or from other data sources; or convert between tabular file formats. Trigger especially when the user references a spreadsheet file by name or path — even casually (like \"the xlsx in my downloads\") — and wants something done to it or produced from it. Also trigger for cleaning or restructuring messy tabular data files (malformed rows, misplaced headers, junk data) into proper spreadsheets. The deliverable must be a spreadsheet file. Do NOT trigger when the primary deliverable is a Word document, HTML report, standalone Python script, database pipeline, or Google Sheets API integration, even if tabular data is involved.

276k tokens scripts
Writing Hookify Rules
by anthropics
vendor ×1

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.

2k tokens
Ponytail Audit
by DietrichGebert
×1

Audit the whole repo for over-engineering. A ranked list of what to delete, simplify, or replace with stdlib or native features.

358 tokens
Ponytail Debt
by DietrichGebert
×1

Harvest every ponytail: shortcut comment into one debt ledger, so deferrals get tracked instead of forgotten. One-shot report.

374 tokens
Ponytail Gain
by DietrichGebert
×1

Show ponytail measured impact as a scoreboard: less code, less cost, more speed, from the benchmark medians. One-shot display.

463 tokens
Ponytail Help
by DietrichGebert
×1

Quick reference for ponytail's modes, skills, and commands. One-shot display.

683 tokens
Ponytail Review
by DietrichGebert
×1

Review a diff for over-engineering. Finds what to delete: reinvented stdlib, needless deps, speculative abstractions. One line per finding.

529 tokens
Ponytail
by DietrichGebert
×1

Lazy senior dev mode for any coding task (write, refactor, fix, review): YAGNI, stdlib first, no unrequested abstractions. Not for non-coding requests.

1k tokens
Caveman
by DietrichGebert
×1

> Ultra-compressed communication mode. Cuts token usage ~75% by speaking like caveman wenyan-lite, wenyan-full, wenyan-ultra. Use when user says "caveman mode", "talk like caveman", "use caveman", "less tokens", "be brief", or invokes /caveman. Also auto-triggers when token efficiency is requested.

913 tokens
Microsoft Docs
by microsoft
vendor ×1

Query official Microsoft documentation to find concepts, tutorials, and code examples across Azure, .NET, Agent Framework, Aspire, VS Code, GitHub, and more. Uses Microsoft Learn MCP as the default, with Context7 and Aspire MCP for content that lives outside learn.microsoft.com.

1k tokens
Remotion Captions
by remotion-dev
vendor ×1

Transcribing, displaying and animating captions

3k tokens
Remotion Docs
by remotion-dev
vendor ×1

Search Remotion documentation

743 tokens
Remotion Create
by remotion-dev
vendor ×1

Create a new Remotion video

1k tokens
Remotion Interactivity
by remotion-dev
vendor ×1

Structure Remotion markup for interactivity

2k tokens
Remotion Maps
by remotion-dev
vendor ×1

Remotion Map animation knowledge

122k tokens scripts
Remotion Multimedia
by remotion-dev
vendor ×1

Interacting with Mediabunny

2k tokens
Remotion Render
by remotion-dev
vendor ×1

Export a Remotion video

1k 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: 11 328 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 79 341 files found on GitHub, 61 700 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: 7 879 skills here share a name with another skill, and two of them cannot sit side by side.