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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

29 641–29 700 of 62 489

page 495 of 1 042
Posix Shell Pro
by lingxling

Expert in strict POSIX sh scripting for maximum portability across Unix-like systems. Specializes in shell scripts that run on any POSIX-compliant shell (dash, ash, sh, bash --posix).

4k tokens
Postgres Best Practices
by lingxling

Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs, or database configurations.

25k tokens
Postgresql CLI
by lingxling

PostgreSQL interactive terminal (psql) reference and usage guide. Use this skill whenever the user mentions psql, PostgreSQL command-line client, backslash commands, meta-commands, \d commands, database inspection, SQL scripting in PostgreSQL, importing/exporting data with psql, \copy,...

26k tokens
Postgresql Optimization
by lingxling

PostgreSQL database optimization workflow for query tuning, indexing strategies, performance analysis, and production database management.

1k tokens
Posthog Automation
by lingxling

Automate PostHog tasks via Rube MCP (Composio): events, feature flags, projects, user profiles, annotations. Always search tools first for current schemas.

2k tokens
Postman Collection Generator
by lingxling

Generate complete, import-ready Postman Collection v2.1 JSON files from natural language API descriptions or cURL commands. Use this skill whenever the user describes an API in plain English ("I have a REST API with these endpoints..."), pastes cURL commands, or asks to "create a...

1k tokens
Postman Newman Automation
by lingxling

Generate Newman CLI commands, configuration files, Jenkins pipeline scripts, and shell automation for running Postman collections in CI/CD or local environments. Use this skill whenever the user wants to run Postman collections from the command line, automate API tests, integrate...

2k tokens
Postman Openapi Converter
by lingxling

Convert OpenAPI 3.x or Swagger 2.0 specs (YAML or JSON) into complete, import-ready Postman Collection v2.1 JSON files. Use this skill whenever the user provides or references an OpenAPI spec, Swagger file, openapi.yaml, swagger.json, or uses phrases like "convert my OpenAPI spec",...

2k tokens
Postmark Automation
by lingxling

Automate Postmark email delivery tasks via Rube MCP (Composio): send templated emails, manage templates, monitor delivery stats and bounces. Always search tools first for current schemas.

2k tokens
Postmortem Writing
by lingxling

Comprehensive guide to writing effective, blameless postmortems that drive organizational learning and prevent incident recurrence.

3k tokens
Power User Cultivation
by lingxling

When the user wants to identify and nurture developer advocates, build champion programs, or turn active users into contributors and evangelists. Trigger phrases include "power users," "developer advocates," "ambassador program," "champion program," "community contributors," "referral...

5k tokens
Powershell Windows
by lingxling

PowerShell Windows patterns. Critical pitfalls, operator syntax, error handling.

982 tokens
PPTX Deck Creation
by lingxling

Create editable, production-ready PPTX decks with narrative planning, explicit layout specs, asset guidance, and quality checks.

12k tokens
PPTX Official
by lingxling

A user may ask you to create, edit, or analyze the contents of a .pptx file. A .pptx file is essentially a ZIP archive containing XML files and other resources that you can read or edit. You have different tools and workflows available for different tasks.

310k tokens scripts
Pr Merge Champion
by lingxling

Optimize pull requests for quick approval and merging by ensuring clean diffs, comprehensive self-reviews, and structured documentation.

1k tokens
Pr Writer
by lingxling

Create pull requests following Sentry's engineering practices.

1k tokens
Pre Release Review
by lingxling

Run a read-only pre-release review for deploy readiness, migrations, config, secrets, rollout order, rollback risk, and launch blockers.

5k tokens
Pre Ship Gate
by lingxling

A ship gate that runs before any production deploy: checks the silent failure modes that make a deploy 'succeed' while prod stays broken, then verifies the live revision instead of trusting deploy output.

2k tokens
Premium 3d Website
by lingxling

Guidelines for building premium 3D websites, focusing on custom WebGL shaders, post-processing, physics-based interactions, smooth animations, preloaders, and device optimization.

2k tokens
Price Psychology Strategist
by lingxling

One sentence - what this skill does and when to invoke it

1k tokens
Pricing Strategy
by lingxling

Design pricing, packaging, and monetization strategies based on value, customer willingness to pay, and growth objectives.

2k tokens
Pricing
by lingxling

When the user wants help with pricing decisions, packaging, or monetization strategy. Also use when the user mentions 'pricing,' 'pricing tiers,' 'freemium,' 'free trial,' 'packaging,' 'price increase,' 'value metric,' 'Van Westendorp,' 'willingness to pay,' 'monetization,' 'how much...

7k tokens
Prisma Expert
by lingxling

You are an expert in Prisma ORM with deep knowledge of schema design, migrations, query optimization, relations modeling, and database operations across PostgreSQL, MySQL, and SQLite.

3k tokens
Privacy By Design
by lingxling

Use when building apps that collect user data. Ensures privacy protections are built in from the start—data minimization, consent, encryption.

2k tokens
Privacy Mask
by lingxling

Mask, redact, anonymize and censor sensitive information (PII) in screenshots and images — phone numbers, emails, IDs, API keys, crypto wallets, credit cards, passwords, and more. Uses OCR (Tesseract + RapidOCR) with 47 regex rules and optional NER (GLiNER) to detect private data and...

1k tokens
Privilege Escalation Methods
by lingxling

Provide comprehensive techniques for escalating privileges from a low-privileged user to root/administrator access on compromised Linux and Windows systems. Essential for penetration testing post-exploitation phase and red team operations.

2k tokens
Product Decision Agent
by lingxling

中文产品决策 Agent。用于需求优先级、Roadmap、增长、留存、运营、数据异常、A/B Test、项目延期和跨团队协作;先判断事实、阶段、核心阻塞与主导机制,再给出下一步、停止清单和切换条件。默认中文,不引用原文或讲历史。

18k tokens scripts zh
Product Design
by lingxling

Design de produto nivel Apple — sistemas visuais, UX flows, acessibilidade, linguagem visual proprietaria, design tokens, prototipagem e handoff. Cobre Figma, design systems, tipografia, cor, espacamento, motion design e principios de design cognitivo.

3k tokens
Product Inventor
by lingxling

Product Inventor e Design Alchemist de nivel maximo — combina Product Thinking, Design Systems, UI Engineering, Psicologia Cognitiva, Storytelling e execucao impecavel nivel Jobs/Apple.

6k tokens
Product Manager Toolkit
by lingxling

Essential tools and frameworks for modern product management, from discovery to delivery.

11k tokens scripts
Product Manager
by lingxling

Senior PM agent with 6 knowledge domains, 30+ frameworks, 12 templates, and 32 SaaS metrics with formulas. Pure Markdown, zero scripts.

622 tokens
Product Marketing Context
by lingxling

Create or update a reusable product marketing context document with positioning, audience, ICP, use cases, and messaging. Use at the start of a project to avoid repeating core marketing context across tasks.

3k tokens
Product Marketing
by lingxling

When the user wants to create or update their product marketing context document. Also use when the user mentions 'product context,' 'marketing context,' 'set up context,' 'positioning,' 'who is my target audience,' 'describe my product,' 'ICP,' 'ideal customer profile,' or wants to...

4k tokens
Production Audit
by lingxling

Audit a shipped repo for production-readiness gaps across RLS, webhooks, secrets, grants, Stripe idempotency, mobile UX, and deployment health.

3k tokens
Production Code Audit
by lingxling

Autonomously deep-scan entire codebase line-by-line, understand architecture and patterns, then systematically transform it to production-grade, corporate-level professional quality with optimizations

4k tokens
Production Scheduling
by lingxling

Codified expertise for production scheduling, job sequencing, line balancing, changeover optimisation, and bottleneck resolution in discrete and batch manufacturing.

40k tokens
Professional Proofreader
by lingxling

> Use when a user asks to "proofread", "review and correct", "fix grammar", "improve readability while keeping my voice", and to proofread a document file and save an updated version.

1k tokens
Programmatic SEO
by lingxling

Design and evaluate programmatic SEO strategies for creating SEO-driven pages at scale using templates and structured data.

2k tokens
Progressive Estimation
by lingxling

Estimate AI-assisted and hybrid human+agent development work with research-backed PERT statistics and calibration feedback loops

868 tokens
Progressive Web App
by lingxling

Build Progressive Web Apps (PWAs) with offline support, installability, and caching strategies. Trigger whenever the user mentions PWA, service workers, web app manifests, Workbox, 'add to home screen', or wants their web app to work offline, feel native, or be installable.

3k tokens
Project Development
by lingxling

This skill covers the principles for identifying tasks suited to LLM processing, designing effective project architectures, and iterating rapidly using agent-assisted development.

4k tokens
Projection Patterns
by lingxling

Build read models and projections from event streams. Use when implementing CQRS read sides, building materialized views, or optimizing query performance in event-sourced systems.

5k tokens
Prometheus Configuration
by lingxling

Complete guide to Prometheus setup, metric collection, scrape configuration, and recording rules.

3k tokens
Prompt Caching
by lingxling

Caching strategies for LLM prompts including Anthropic prompt caching, response caching, and CAG (Cache Augmented Generation)

3k tokens
Prompt Engineer
by lingxling

Transforms user prompts into optimized prompts using frameworks (RTF, RISEN, Chain of Thought, RODES, Chain of Density, RACE, RISE, STAR, SOAP, CLEAR, GROW)

8k tokens
Prompt Engineering Patterns
by lingxling

Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability.

19k tokens scripts
Prompt Engineering
by lingxling

Expert guide on prompt engineering patterns, best practices, and optimization techniques. Use when user wants to improve prompts, learn prompting strategies, or debug agent behavior.

2k tokens
Prompt Library
by lingxling

A comprehensive collection of battle-tested prompts inspired by [awesome-chatgpt-prompts](https://github.com/f/awesome-chatgpt-prompts) and community best practices.

2k tokens
Protect MCP Governance
by lingxling

Agent governance skill for MCP tool calls — Cedar policy authoring, shadow-to-enforce rollout, and Ed25519 receipt verification.

2k tokens
Protocol Reverse Engineering
by lingxling

Comprehensive techniques for capturing, analyzing, and documenting network protocols for security research, interoperability, and debugging.

4k tokens
Prototype
by lingxling

Build a throwaway prototype to flesh out a design — a runnable terminal app for state/business-logic questions, or several radically different UI variations toggleable from one route.

4k tokens
Public Relations
by lingxling

When the user wants help with public relations, earned media, press coverage, journalist outreach, or media strategy (not pull requests). Also use when the user mentions 'PR,' 'public relations,' 'press,' 'press release,' 'press coverage,' 'media outreach,' 'pitch a journalist,' 'get...

11k tokens
Pubmed Database
by lingxling

Direct REST API access to PubMed. Advanced Boolean/MeSH queries, E-utilities API, batch processing, citation management. For Python workflows, prefer biopython (Bio.Entrez). Use this for direct HTTP/REST work or custom API implementations.

4k tokens
Puppeteer Skill
by lingxling

Generates Puppeteer scripts for browser automation, scraping, and PDF generation. Triggers on: "Puppeteer", "headless Chrome", "page.goto", "scrape", "PDF generation".

1k tokens
Push Skill To Github
by lingxling

Commit and push skill changes to the configured skills repository after review and validation.

675 tokens
Puzzle Activity Planner
by lingxling

Plan puzzle-based activities for classrooms, parties, and events with pre-configured generator links

789 tokens
Pydantic AI
by lingxling

Build production-ready AI agents with PydanticAI — type-safe tool use, structured outputs, dependency injection, and multi-model support.

3k tokens
Pydantic Models Py
by lingxling

Create Pydantic models following the multi-model pattern for clean API contracts.

504 tokens
Pypict Skill
by lingxling

Pairwise test generation

214 tokens
Pytest Skill
by lingxling

Generates production-grade pytest tests in Python with fixtures, parametrize, markers, mocking, and conftest patterns. Use when user mentions "pytest", "conftest", "@pytest.fixture", "@pytest.mark", "Python test". Triggers on: "pytest", "conftest", "Python test", "parametrize", "Python...

4k 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.