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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

29 401–29 460 of 62 489

page 491 of 1 042
Longbridge Fundamentals
by lingxling

Financial statements, business segments, dividends, valuation multiples (PE/PB/PS), industry comparison, operating data, corporate actions, company and executive profiles, cross-stock comparison, and valuation ranking via Longbridge. Also: DCF models, value investing screens (low...

2k tokens
Longbridge Market Data
by lingxling

Real-time quotes, K-line charts, order book, trade ticks, intraday capital flow, market sentiment temperature, trading session schedule, security lists, exchange rates, and IPO calendar for HK/US/A-share/SG via Longbridge. Also covers ADR premium and FX carry frameworks. Triggers:...

2k tokens
Lookdev Auto
by lingxling

Automated visual tuning: a vision or video model rates rendered variants in a loop. Render several labeled variants into one artifact, ask the model to rate them and suggest better values, render the suggestions, ask it to pick the best, repeat until good — the model is the eye, you run the loop.

1k tokens
Lookdev
by lingxling

Human-in-the-loop web studio to tune AI-generated output by eye. Stand up a local interactive studio (sliders, pickers, drag handles) or an inline edit/highlight/comment annotation studio for prose & media, instead of guessing values or shipping a static comparison grid.

8k tokens
Loop Library
by lingxling

Find, compare, adapt, and design bounded AI-agent feedback loops with explicit checks, stop rules, guardrails, and handoffs.

11k tokens
Loopy
by lingxling

Discover, find, compare, audit, repair, adapt, craft, run, debrief, and prepare repeatable AI-agent loops for publication. Use when a user asks to analyze code or coding threads for recurring work, find a published loop, interview them to turn a goal into a bounded loop, review a loop...

7k tokens
Lore
by lingxling

Markdown project memory for AI agents. Use for decisions, architecture, conventions, monorepo scopes, `.lore/`, or `lore` commands; not native `/init`/`/compact` or generic init/compress/audit/query.

47k tokens scripts
Loss Aversion Designer
by lingxling

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

1k tokens
Lovable Cleanup
by lingxling

Audits and strips Lovable scaffolding from Vite + React projects — removes lovable-tagger, swaps placeholder assets, prunes unused Radix deps, and cleans generated docs so the codebase ships as yours.

3k tokens
M365 Agents Dotnet
by lingxling

Microsoft 365 Agents SDK for .NET. Build multichannel agents for Teams/M365/Copilot Studio with ASP.NET Core hosting, AgentApplication routing, and MSAL-based auth.

2k tokens
M365 Agents Py
by lingxling

Microsoft 365 Agents SDK for Python. Build multichannel agents for Teams/M365/Copilot Studio with aiohttp hosting, AgentApplication routing, streaming responses, and MSAL-based auth.

3k tokens
M365 Agents Ts
by lingxling

Microsoft 365 Agents SDK for TypeScript/Node.js.

2k tokens
Machine Learning Ops Ml Pipeline
by lingxling

Design and implement a complete ML pipeline for: $ARGUMENTS

3k tokens
Macos Menubar Tuist App
by lingxling

Build, refactor, or review SwiftUI macOS menubar apps that use Tuist.

1k tokens
Macos Spm App Packaging
by lingxling

Scaffold, build, sign, and package SwiftPM macOS apps without Xcode projects.

6k tokens scripts
Magic Animator
by lingxling

AI-powered animation tool for creating motion in logos, UI, icons, and social media assets.

586 tokens
Magic UI Generator
by lingxling

Utilizes Magic by 21st.dev to generate, compare, and integrate multiple production-ready UI component variations.

766 tokens
Mailchimp Automation
by lingxling

Automate Mailchimp email marketing including campaigns, audiences, subscribers, segments, and analytics via Rube MCP (Composio). Always search tools first for current schemas.

3k tokens
Mailtrap Managing Contacts
by lingxling

Manage Mailtrap contacts, lists, segments, custom fields, imports, CRM syncs, and campaign audiences through the UI or API.

2k tokens
Mailtrap Sending Emails
by lingxling

Configure or troubleshoot Mailtrap live email sending with Email API, SMTP, transactional streams, bulk streams, or batches.

3k tokens
Mailtrap Setting Up Sending Domain
by lingxling

Add or verify a Mailtrap sending domain, troubleshoot DNS propagation, publish SPF/DKIM/DMARC records, and complete compliance.

1k tokens
Mailtrap Testing With Sandbox
by lingxling

Capture outbound email in Mailtrap Email Sandbox for development, staging, CI, HTML inspection, spam checks, and fake inbox tests.

2k tokens
Make Automation
by lingxling

Automate Make (Integromat) tasks via Rube MCP (Composio): operations, enums, language and timezone lookups. Always search tools first for current schemas.

2k tokens
Makepad Animation
by lingxling

| makepad animation, makepad animator, makepad hover, makepad state, makepad 动画, makepad 状态, makepad 过渡, makepad 悬停效果

2k tokens
Makepad Basics
by lingxling

| makepad, makepad getting started, makepad tutorial, live_design!, app_main!, makepad project setup, makepad hello world, "how to create makepad app", makepad 入门, 创建 makepad 应用, makepad 教程, makepad 项目结构

1k tokens
Makepad Deployment
by lingxling

| deploy, package, APK, IPA, 打包, 部署, cargo-packager, cargo-makepad, WASM, Android, iOS, distribution, installer, .deb, .dmg, .nsis, GitHub Actions, CI, action, marketplace

3k tokens
Makepad Dsl
by lingxling

| makepad dsl, live_design, makepad inheritance, makepad prototype, "<Widget>", "Foo = { }", makepad object, makepad property, makepad DSL 语法, makepad 继承, makepad 原型, 如何定义 makepad 组件

1k tokens
Makepad Event Action
by lingxling

| makepad event, makepad action, Event enum, ActionTrait, handle_event, MouseDown, KeyDown, TouchUpdate, Hit, FingerDown, post_action, makepad 事件, makepad action, 事件处理

2k tokens
Makepad Font
by lingxling

| makepad font, makepad text, makepad glyph, makepad typography, font atlas, text layout, font family, font size, text shaping, makepad 字体, makepad 文字, makepad 排版, makepad 字形

2k tokens
Makepad Layout
by lingxling

| makepad layout, makepad width, makepad height, makepad flex, makepad padding, makepad margin, makepad flow, makepad align, Fit, Fill, Size, Walk, "how to center in makepad", makepad 布局, makepad 宽度, makepad 对齐, makepad 居中

1k tokens
Makepad Platform
by lingxling

| makepad platform, makepad os, makepad macos, makepad windows, makepad linux, makepad android, makepad ios, makepad web, makepad wasm, makepad metal, makepad d3d11, makepad opengl, makepad webgl, OsType, CxOs, makepad 跨平台, makepad 平台支持

1k tokens
Makepad Reference
by lingxling

This category provides reference materials for debugging, code quality, and advanced layout patterns.

566 tokens
Makepad Shaders
by lingxling

| makepad shader, makepad draw_bg, Sdf2d, makepad pixel, makepad glsl, makepad sdf, draw_quad, makepad gpu, makepad 着色器, makepad shader 语法, makepad 绘制

2k tokens
Makepad Skills
by lingxling

Makepad UI development skills for Rust apps: setup, patterns, shaders, packaging, and troubleshooting.

284 tokens
Makepad Splash
by lingxling

| splash language, makepad script, makepad scripting, script!, cx.eval, makepad dynamic, makepad AI, splash 语言, makepad 脚本

1k tokens
Makepad Widgets
by lingxling

Version: makepad-widgets (dev branch) | Last Updated: 2026-01-19 > > Check for updates: https://crates.io/crates/makepad-widgets

2k tokens
Malware Analyst
by lingxling

Expert malware analyst specializing in defensive malware research, threat intelligence, and incident response. Masters sandbox analysis, behavioral analysis, and malware family identification.

2k tokens
Manifest
by lingxling

Install and configure the Manifest observability plugin for your agents. Use when setting up telemetry, configuring API keys, or troubleshooting the plugin.

958 tokens
Markdown Rendering
by lingxling

Open Markdown reliably in cmux panes and recover from blank rendered surfaces.

753 tokens
Market Sizing Analysis
by lingxling

Comprehensive market sizing methodologies for calculating Total Addressable Market (TAM), Serviceable Available Market (SAM), and Serviceable Obtainable Market (SOM) for startup opportunities.

8k tokens
Marketing Ideas
by lingxling

Provide proven marketing strategies and growth ideas for SaaS and software products, prioritized using a marketing feasibility scoring system.

1k tokens
Marketing Plan
by lingxling

When the user needs a comprehensive marketing plan for a client, a company they advise, or their own product. Also use when the user mentions "marketing plan," "growth plan," "GTM plan," "go-to-market plan," "AARRR plan," "90-day marketing plan," "12-month marketing roadmap,"...

62k tokens
Marketing Psychology
by lingxling

Apply behavioral science and mental models to marketing decisions, prioritized using a psychological leverage and feasibility scoring system.

2k tokens
Matematico Tao
by lingxling

Matemático ultra-avançado inspirado em Terence Tao. Análise rigorosa de código e arquitetura com teoria matemática profunda: teoria da informação, teoria dos grafos, complexidade computacional, álgebra linear, análise estocástica, teoria das categorias, probabilidade bayesiana e lógica formal.

25k tokens scripts
Mathguard
by lingxling

Math-heavy escalation for n >= 10^6 — Bloom, HyperLogLog, Count-Min, MinHash/LSH, FFT, JL projection, sweep line. Use when classical O(n log n) is the floor and approximate or math wins.

5k tokens
Matplotlib
by lingxling

Matplotlib is Python's foundational visualization library for creating static, animated, and interactive plots.

3k tokens
Maxia
by lingxling

Connect to MAXIA AI-to-AI marketplace on Solana. Discover, buy, sell AI services. Earn USDC. 13 MCP tools, A2A protocol, DeFi yields, sentiment analysis, rug detection.

1k tokens
MCP Builder Ms
by lingxling

Use this skill when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

3k tokens
MCP Builder
by lingxling

Create MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. The quality of an MCP server is measured by how well it enables LLMs to accomplish real-world tasks.

31k tokens scripts
MCP Tool Developer
by lingxling

Build Model Context Protocol (MCP) servers and tools from scratch. Full-stack MCP development with TypeScript/Python, testing, deployment, and registry publishing.

1k tokens
Mdpr Skill
by lingxling

Review MDPR Markdown presentation workflows with semantic hints, visual checks, and deterministic renderer boundaries.

2k tokens
Memory Forensics
by lingxling

Comprehensive techniques for acquiring, analyzing, and extracting artifacts from memory dumps for incident response and malware analysis.

3k tokens
Memory Safety Patterns
by lingxling

Cross-language patterns for memory-safe programming including RAII, ownership, smart pointers, and resource management.

4k tokens
Memory Systems
by lingxling

Design short-term, long-term, and graph-based memory architectures. Use when building agents that must persist across sessions, needing to maintain entity consistency across conversations, or implementing reasoning over accumulated knowledge.

3k tokens
Mental Health Analyzer
by lingxling

分析心理健康数据、识别心理模式、评估心理健康状况、提供个性化心理健康建议。支持与睡眠、运动、营养等其他健康数据的关联分析。

7k tokens zh
Mermaid Expert
by lingxling

Create Mermaid diagrams for flowcharts, sequences, ERDs, and architectures. Masters syntax for all diagram types and styling.

514 tokens
Mesh Memory
by lingxling

Self-hosted semantic memory for AI agents via MCP. Save worklogs, decisions, and notes, then recall them across sessions by meaning, not keyword. Postgres + pgvector with auto-tagging.

2k tokens
Metasploit Framework
by lingxling

⚠️ AUTHORIZED USE ONLY > This skill is for educational purposes or authorized security assessments only. > You must have explicit, written permission from the system owner before using this tool. > Misuse of this tool is illegal and strictly prohibited.

3k tokens
Micro Saas Launcher
by lingxling

Expert in launching small, focused SaaS products fast - the indie hacker approach to building profitable software. Covers idea validation, MVP development, pricing, launch strategies, and growing to sustainable revenue. Ship in weeks, not months.

3k tokens
Microservices Patterns
by lingxling

Master microservices architecture patterns including service boundaries, inter-service communication, data management, and resilience patterns for building distributed systems.

5k 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.