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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. 86 696 files from 2 113 authors, of which 68 413 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.

68 413
unique skills
out of 86 696 files found on GitHub
18 283
are copies
same content, someone else's repository
1 744
tokens, median
what a typical skill costs you in context
8 409
name collisions
two skills with one name cannot sit side by side

4 081–4 140 of 68 413

page 69 of 1 141
Libtv Skill
by ComeOnOliver
×1

agent-im 会话技能 - 通过 liblib.tv 的 AI 能力生成和编辑图片/视频。覆盖场景包括:生成(文生图、文生视频、图生视频、做动画、画一个xxx、来段xxx)、编辑修改(把xxx换成yyy、去掉xxx、加上xxx、改成xxx、调整xxx、局部修改、改镜头)、风格转换(风格迁移、转绘、换风格)、视频续写延长、复刻视频/TVC/宣传片、短剧/短漫剧生成、音乐MV生成、产品广告/展示片制作、分镜/故事板设计、教育视频/短视频制作。当用户提到 liblib、libtv、上传参考图/视频、查看生成进度时也应触发。关键判断:只要用户的请求涉及 AI 图片或视频的创作、生成、编辑、修改,无论措辞如何(如"画只猫"、"做个海报"、"把纸船换成爱心"、"这个视频帮我改一下"、"帮我复刻这段视频"、"用这首歌做个MV"、"一句话生成短剧"),都必须触发此技能。

2.9k tokens scripts zh
Localhero
by ComeOnOliver
×1

Manages i18n translations with Localhero.ai. Use when working with translation files, adding user-facing strings, or modifying UI copy.

861 tokens
Nano Image Generator
by ComeOnOliver
×1

Generate images using Nano Banana Pro (Gemini 3 Pro Preview). Use when creating app icons, logos, UI graphics, marketing banners, social media images, illustrations, diagrams, or any visual assets. Supports reference images for style transfer and character consistency. Triggers include phrases like 'generate an image', 'create a graphic', 'make an icon', 'design a logo', 'create a banner', 'same style as', 'keep the style', or any request needing visual content.

1.4k tokens scripts
Flutter Animations
by ComeOnOliver
×1

Comprehensive guide for implementing animations in Flutter. Use when adding motion and visual effects to Flutter apps: implicit animations (AnimatedContainer, AnimatedOpacity, TweenAnimationBuilder), explicit animations (AnimationController, Tween, AnimatedWidget/AnimatedBuilder), hero animations (shared element transitions), staggered animations (sequential/overlapping), and physics-based animations. Includes workflow for choosing the right animation type, implementation patterns, and best practices for performance and user experience.

3.7k tokens
Mastra
by ComeOnOliver
×1

Comprehensive Mastra framework guide. Teaches how to find current documentation, verify API signatures, and build agents and workflows. Covers documentation lookup strategies (embedded docs, remote docs), core concepts (agents vs workflows, tools, memory, RAG), TypeScript requirements, and common patterns. Use this skill for all Mastra development to ensure you're using current APIs from the installed version or latest documentation.

1.5k tokens
Chatgpt App Builder
by ComeOnOliver
×1

| `npx skills install mcp-use/mcp-use --skill mcp-app-builder` Use `mcp-app-builder` instead of this skill. Build ChatGPT apps with interactive widgets using mcp-use and OpenAI Apps SDK. Use when creating ChatGPT apps, building MCP servers with widgets, defining React widgets, working with Apps SDK, or when user mentions ChatGPT widgets, mcp-use widgets, or Apps SDK development.

791 tokens
MCP Apps Builder
by ComeOnOliver
×1

| **MANDATORY for ALL MCP server work** - mcp-use framework best practices and patterns. This skill contains critical architecture decisions, security patterns, and common pitfalls. Always consult the relevant reference files BEFORE implementing MCP features.

3.1k tokens
MCP Builder
by ComeOnOliver
×1

| `npx skills install mcp-use/mcp-use --skill mcp-app-builder` Use `mcp-app-builder` instead of this skill. Build Model Context Protocol (MCP) servers with mcp-use framework. Use when creating MCP servers, defining tools/resources/prompts, working with mcp-use, bootstrapping MCP projects, or when user mentions MCP development, tools, resources, or prompts.

637 tokens
Add Malli Schemas
by ComeOnOliver
×1

Efficiently add Malli schemas to API endpoints in the Metabase codebase with proper patterns, validation timing, and error handling

3.2k tokens
Agent Framework
by ComeOnOliver
×1

>- Create AI agents and workflows using Microsoft Agent Framework SDK. Supports single-agent and multi-agent workflow patterns.

1.7k tokens
Azure Cost Optimization
by ComeOnOliver
×1

| Identify and quantify cost savings across Azure subscriptions by analyzing actual costs, optimize Azure costs, reduce Azure spending, reduce Azure expenses, analyze Azure costs, find cost savings, generate cost optimization report, find orphaned resources, rightsize VMs, cost analysis, reduce waste, Azure spending analysis, find unused resources, optimize Redis (use azure-diagnostics), security issues (use azure-security)

3.5k tokens
Azure Hosted Copilot SDK
by ComeOnOliver
×1

Build and deploy GitHub Copilot SDK apps to Azure. USE FOR: build copilot app, create copilot app, copilot SDK, @github/copilot-sdk, scaffold copilot project, copilot-powered app, deploy copilot app, host on azure, azure model, BYOM, bring your own model, use my own model, azure openai model, DefaultAzureCredential, self-hosted model, copilot SDK service, chat app with copilot, copilot-sdk-service template, azd init copilot, CopilotClient, createSession, sendAndWait, GitHub Models API. DO NOT USE FOR: using Copilot (not building with it), Copilot Extensions, Azure Functions without Copilot, general web apps without copilot SDK, Foundry agent hosting (use microsoft-foundry skill), agent evaluation (use microsoft-foundry skill).

657 tokens
Azure Observability
by ComeOnOliver
×1

Azure Observability Services including Azure Monitor, Application Insights, Log Analytics, Alerts, and Workbooks. Provides metrics, APM, distributed tracing, KQL queries, and interactive reports.

938 tokens
Azure Postgres
by ComeOnOliver
×1

Create new Azure Database for PostgreSQL Flexible Server instances and configure passwordless authentication with Microsoft Entra ID. Set up developer access, managed identities for apps, group-based permissions, and migrate from password-based to Entra ID authentication. Trigger phrases include "passwordless for postgres", "entra id postgres", "azure ad postgres authentication", "postgres managed identity", "migrate postgres to passwordless".

1.5k tokens scripts
Capacity
by ComeOnOliver
×1

>- Discovers available Azure OpenAI model capacity across regions and projects. Analyzes quota limits, compares availability, and recommends optimal deployment locations based on capacity requirements.

1.7k tokens scripts
Customize
by ComeOnOliver
×1

>-

2.2k tokens
Playwright CLI
by ComeOnOliver
×1

Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fill forms, take screenshots, test web applications, or extract information from web pages.

1.9k tokens
Preset
by ComeOnOliver
×1

>-

1.2k tokens
Design To Code
by ComeOnOliver
×1

Pixel-perfect Figma to React conversion using coderio. Generates production-ready code (TypeScript, Vite, TailwindCSS V4) with high visual fidelity. Features robust error handling, checkpoint recovery, and streamlined execution via helper script.

1.2k tokens scripts
Generating Solana Projects
by ComeOnOliver
×1

Generates complete Solana blockchain projects with Anchor framework (v0.32.1) and Next.js frontend including Rust smart contracts, tests, and wallet integration. Use when creating Solana dApps, NFT marketplaces, token programs, DAOs, DeFi protocols, or when user mentions Solana, Anchor, or blockchain projects.

610 tokens
Openclaw Feishu Ops Assistant
by ComeOnOliver
×1

| Feishu (Lark) workspace operations for OpenClaw agents. Provides document CRUD, cloud drive management, permission control, and knowledge-base navigation through a unified tool surface. Activate when user mentions Feishu docs, wiki, drive, permissions, or Lark cloud documents.

1.6k tokens
Openhue
by ComeOnOliver
×1

Control Philips Hue lights and scenes via the OpenHue CLI.

615 tokens
Sonoscli
by ComeOnOliver
×1

Control Sonos speakers (discover/status/play/volume/group).

613 tokens
Clawdirect Dev
by ComeOnOliver
×1

Build agent-facing web experiences with ATXP-based authentication, following the ClawDirect pattern. Use this skill when building websites that AI agents interact with via MCP tools, implementing cookie-based agent auth, or creating agent skills for web apps. Provides templates using @longrun/turtle, Express, SQLite, and ATXP.

4.1k tokens
Clawdirect
by ComeOnOliver
×1

Interact with ClawDirect, a directory of social web experiences for AI agents. Use this skill to browse the directory, like entries, or add new sites. Requires ATXP authentication for MCP tool calls. Triggers: browsing agent-oriented websites, discovering social platforms for agents, liking/voting on directory entries, or submitting new agent-facing sites to ClawDirect.

1.2k tokens
Instaclaw
by ComeOnOliver
×1

Photo sharing platform for AI agents. Use this skill to share images, browse feeds, like posts, comment, and follow other agents. Requires ATXP authentication.

1.1k tokens
Swarm
by ComeOnOliver
×1

Autonomous multi-agent workflow system for complex coding tasks. Use when the user requests non-trivial changes that would benefit from autonomous execution with built-in review gates. Ideal for refactoring modules, adding major features, migrating codebases, adding comprehensive test coverage, or any multi-step development task that can run autonomously. NOT for simple fixes, typos, or single-file changes.

2.2k tokens scripts
Agentic Trust
by ComeOnOliver
×1

Deterministic workflow for searching services in Agentic Trust, inspecting trust evidence, loading the active questionnaire, comparing with local review memory, and optionally submitting a valid structured review with integer answers (0..10).

1.8k tokens scripts
Explain Expert
by ComeOnOliver
×1

Analyze codebases and provide technical overviews covering core components, interactions, deployment architecture, and runtime behavior. Use when the user asks for codebase analysis, project overview, technical architecture explanation, or system documentation.

527 tokens
Feature Design Assistant
by ComeOnOliver
×1

Turn ideas into fully formed designs and specs through natural collaborative dialogue. Use when planning new features, designing architecture, or making significant changes to the codebase.

3k tokens
Screenshot Feature Extractor
by ComeOnOliver
×1

Analyze product screenshots to extract feature lists and generate development task checklists. Use when: (1) Analyzing competitor product screenshots for feature extraction, (2) Generating PRD/task lists from UI designs, (3) Batch analyzing multiple app screens, (4) Conducting competitive analysis from visual references.

1.3k tokens
Skill Creation Guide
by ComeOnOliver
×1

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.

4.5k tokens scripts
Task Execution Engine
by ComeOnOliver
×1

Execute implementation tasks from design documents using markdown checkboxes. Use when (1) implementing features from feature-design-assistant output, (2) resuming interrupted work, (3) batch executing tasks. Triggers on 'start implementation', 'run tasks', 'resume'.

779 tokens scripts
Remembering Conversations
by ComeOnOliver
×1

Use when user asks 'how should I...' or 'what's the best approach...' after exploring code, OR when you've tried to solve something and are stuck, OR for unfamiliar workflows, OR when user references past work. Searches conversation history.

634 tokens
Nuxt
by ComeOnOliver
×1

Use when working on Nuxt 4+ projects - provides server routes, file-based routing, middleware patterns, Nuxt-specific composables, and configuration with latest docs. Covers h3 v1 helpers (validation, WebSocket, SSE) and nitropack v2 patterns. Updated for Nuxt 4.3+.

936 tokens
Mulerouter
by ComeOnOliver
×1

Generates images and videos using MuleRouter or MuleRun multimodal APIs. Text-to-Image, Image-to-Image, Text-to-Video, Image-to-Video, video editing (VACE, keyframe interpolation). Use when the user wants to generate, edit, or transform images and videos using AI models like Wan2.6 or Nano Banana.

713 tokens scripts
App Store Screenshots
by ComeOnOliver
×1

Use when building App Store screenshot pages, generating exportable marketing screenshots for iOS apps, or creating programmatic screenshot generators with Next.js. Triggers on app store, screenshots, marketing assets, html-to-image, phone mockup.

3.3k tokens
Liquid Glass
by ComeOnOliver
×1

Implement, review, or improve SwiftUI features using the iOS 26+ Liquid Glass API. Use when asked to adopt Liquid Glass in SwiftUI UI, refactor to Liquid Glass, or review Liquid Glass usage.

1.3k tokens
Adapt
by ComeOnOliver
×1

Adapt designs to work across different screen sizes, devices, contexts, or platforms. Ensures consistent experience across varied environments.

1.7k tokens
Animate
by ComeOnOliver
×1

Review a feature and enhance it with purposeful animations, micro-interactions, and motion effects that improve usability and delight.

2.1k tokens
Arrange
by ComeOnOliver
×1

Improve layout, spacing, and visual rhythm. Fixes monotonous grids, inconsistent spacing, and weak visual hierarchy to create intentional compositions.

1.8k tokens
Audit
by ComeOnOliver
×1

Perform comprehensive audit of interface quality across accessibility, performance, theming, and responsive design. Generates detailed report of issues with severity ratings and recommendations.

1.5k tokens
Bolder
by ComeOnOliver
×1

Amplify safe or boring designs to make them more visually interesting and stimulating. Increases impact while maintaining usability.

1.7k tokens
Clarify
by ComeOnOliver
×1

Improve unclear UX copy, error messages, microcopy, labels, and instructions. Makes interfaces easier to understand and use.

1.7k tokens
Colorize
by ComeOnOliver
×1

Add strategic color to features that are too monochromatic or lack visual interest. Makes interfaces more engaging and expressive.

1.7k tokens
Critique
by ComeOnOliver
×1

Evaluate design effectiveness from a UX perspective. Assesses visual hierarchy, information architecture, emotional resonance, and overall design quality with actionable feedback.

1.3k tokens
Delight
by ComeOnOliver
×1

Add moments of joy, personality, and unexpected touches that make interfaces memorable and enjoyable to use. Elevates functional to delightful.

2.5k tokens
Distill
by ComeOnOliver
×1

Strip designs to their essence by removing unnecessary complexity. Great design is simple, powerful, and clean.

1.5k tokens
Extract
by ComeOnOliver
×1

Extract and consolidate reusable components, design tokens, and patterns into your design system. Identifies opportunities for systematic reuse and enriches your component library.

982 tokens
Frontend Design
by ComeOnOliver
×1

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. Generates creative, polished code that avoids generic AI aesthetics.

2.1k tokens
Harden
by ComeOnOliver
×1

Improve interface resilience through better error handling, i18n support, text overflow handling, and edge case management. Makes interfaces robust and production-ready.

2.3k tokens
Normalize
by ComeOnOliver
×1

Normalize design to match your design system and ensure consistency

1k tokens
Onboard
by ComeOnOliver
×1

Design or improve onboarding flows, empty states, and first-time user experiences. Helps users get started successfully and understand value quickly.

2.1k tokens
Optimize
by ComeOnOliver
×1

Improve interface performance across loading speed, rendering, animations, images, and bundle size. Makes experiences faster and smoother.

1.9k tokens
Overdrive
by ComeOnOliver
×1

Push interfaces past conventional limits with technically ambitious implementations. Whether that's a shader, a 60fps virtual table, spring physics on a dialog, or scroll-driven reveals — make users ask "how did they do that?

2.4k tokens
Polish
by ComeOnOliver
×1

Final quality pass before shipping. Fixes alignment, spacing, consistency, and detail issues that separate good from great.

2k tokens
Quieter
by ComeOnOliver
×1

Tone down overly bold or visually aggressive designs. Reduces intensity while maintaining design quality and impact.

1.3k tokens
Teach Impeccable
by ComeOnOliver
×1

One-time setup that gathers design context for your project and saves it to your AI config file. Run once to establish persistent design guidelines.

696 tokens
Typeset
by ComeOnOliver
×1

Improve typography by fixing font choices, hierarchy, sizing, weight consistency, and readability. Makes text feel intentional and polished.

1.4k tokens
Pinchbench
by ComeOnOliver
×1

Run PinchBench benchmarks to evaluate OpenClaw agent performance across real-world tasks. Use when testing model capabilities, comparing models, submitting benchmark results to the leaderboard, or checking how well your OpenClaw setup handles calendar, email, research, coding, and multi-step workflows.

1.1k tokens scripts

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: 13 362 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 86 696 files found on GitHub, 68 413 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 in stages. Its name and description stay in the model's context all the time; the body of SKILL.md is read when the skill is used; other files in the folder, such as references, scripts and fonts, are opened only when the skill asks for them. The number we show is SKILL.md, the part every use pays for. A big folder is not a big cost: one official skill ships 83 font files, and none of them ever enters the context.
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: 8 409 skills here share a name with another skill, and two of them cannot sit side by side.