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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. 79 404 files from 1 741 authors, of which 61 763 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.

61 763
unique skills
out of 79 404 files found on GitHub
17 641
are copies
same content, someone else's repository
1 737
tokens, median
what a typical skill costs you in context
7 882
name collisions
two skills with one name cannot sit side by side

8 641–8 700 of 61 763

page 145 of 1 030
Ppt Roadshow Generator
by anbeime

PPT 路演视频全流程生成器,支持品牌风格学习、智能配音、音效音乐、字幕和一键视频合成。可一次性生成 15-100 页风格统一的完整路演视频。

19k tokens scripts zh
PPTX Generator
by anbeime

将 JSON 格式的 PPT 内容转换为标准的 .pptx 文件。使用 python-pptx 库,支持多种布局、图表、表格和样式。与 ppt-generator Skill 完全协同,可作为独立使用或与其他 PPT Skill 配合。

13k tokens scripts zh
Product Manager Toolkit
by anbeime

Comprehensive toolkit for product managers including RICE prioritization, customer interview analysis, PRD templates, discovery frameworks, and go-to-market strategies. Use for feature prioritization, user research synthesis, requirement documentation, and product strategy development.

13k tokens scripts
Product Marketing Copywriter
by anbeime

产品营销文案创作技能,支持多品类产品的吸引性营销文案生成,适用于产品推广、品牌营销、销售转化

24k tokens zh
Product Video Creator
by anbeime

多智能体协同的商品视频创作流水线,支持从商品信息到成视频的全流程创作:文案生成、故事策划、脚本创作、分镜设计、图片生成、字幕创作、音效推荐及视频合成;适用于电商商品宣传、品牌推广、社交媒体营销等场景

12k tokens scripts zh
X Article Publisher
by anbeime

Publish Markdown articles to X (Twitter) Articles editor with proper formatting. Use when user wants to publish a Markdown file/URL to X Articles, or mentions "publish to X", "post article to Twitter", "X article", or wants help with X Premium article publishing. Handles cover image upload and converts Markdown to rich text automatically.

53k tokens scripts zh
X Article Publisher
by anbeime

Publish Markdown articles to X (Twitter) Articles editor with proper formatting. Use when user wants to publish a Markdown file/URL to X Articles, or mentions "publish to X", "post article to Twitter", "X article", or wants help with X Premium article publishing. Handles cover image upload and converts Markdown to rich text automatically.

26k tokens scripts zh
Qwen3 Asr Assistant
by anbeime

智能语音转文字助手,基于 Qwen3-ASR 模型,支持实时语音识别和智能文本改写。可以将录音转换为文字,并一键改写成邮件、笔记、社交媒体文案,支持复制、分享和录音拼接。适用于会议纪要、语音备忘、内容创作等多种场景。

8k tokens scripts zh
Qwen3 Tts Local
by anbeime

真正的本地语音合成服务,使用 Edge-TTS 引擎,零依赖、零配置、完全离线可用,支持多语言和多种音色

6k tokens scripts zh
Remotion Video Enhancer
by anbeime

视频转场与动画增强工具,提取 Remotion 的动画理念,提供高级视频转场效果和 Framer Motion 交互式动画。可与 ppt-generator、nanobanana-ppt-visualizer、ppt-roadshow-generator Skill 协同工作。

23k tokens scripts zh
Stock Analysis
by anbeime

股票个股分析,实时获取价格涨跌幅,计算技术指标和支撑位,识别缺口并判断支撑压力,智能预测未来3天走势并给出操作建议

9k tokens scripts zh
Three Body Video Creator
by anbeime

《三体》赛道AI视频创作工具,提供结构化的多智能体协作流程、素材生成与视频合成,涵盖选题深化、视觉设计、音频生成、视频制作全流程

28k tokens scripts zh
Tts Voice Synthesis
by anbeime

智能语音合成服务,支持音色克隆、拟人化语义适配配音、流式实时生成、多语言与方言支持,提供 1.7B/0.6B 双模型选择

13k tokens scripts zh
Video Creation Collaborator
by anbeime

影品智创多智能体协同视频创作管理工具,提供11个智能体结构化分工、5阶段协同流程、质量管控标准与数据反馈机制,解决生图失真、视频合成瑕疵等问题,确保输出统一可控

31k tokens scripts zh
Video Creation Pro
by anbeime

10大智能体协同的商品视频创作系统,全流程质量闭环(创作→质检→反馈迭代),强制使用COZE视频大模型API进行视频合成,彻底移除本地依赖包逻辑,适用于智能硬件、美妆护肤、家居家电等多品类商品视频创作

32k tokens scripts zh
Video Creation Suite
by anbeime

完整的视频创作套件,支持原创创作、视频二创、视频分析三种模式,集成Coze Bot API、Edge-TTS、Suno API,涵盖多智能体协同、素材生成、视频合成全流程

52k tokens scripts zh
Video Frame Extractor
by anbeime

视频反推工具,支持视频抽帧、视觉模型分析、提示词生成,适用于视频创作参考、内容提取、场景分析

10k tokens scripts zh
Video Recreation
by anbeime

完整的视频二创工具,支持视频反推、素材生成(图片/音效/背景音乐/配音/字幕)、视频合成、文件下载的全流程,集成Coze Bot API进行视觉分析,使用Edge-TTS进行语音合成

30k tokens scripts zh
Video Transcript Downloader
by anbeime

Download videos, audio, subtitles, and clean paragraph-style transcripts from YouTube and any other yt-dlp supported site. Use when asked to “download this video”, “save this clip”, “rip audio”, “get subtitles”, “get transcript”, or to troubleshoot yt-dlp/ffmpeg and formats/playlists.

4k tokens scripts
Viral Video Copywriting
by anbeime

专业的爆款短视频文案创作工具。通过对标抖音爆款视频,智能提取视频内容,深度拆解爆款因素,并结合用户需求创作出符合爆款规律的新文案。适用于短视频创作者、运营人员提升内容质量。

14k tokens scripts zh
Web Design Analyzer
by anbeime

分析网页截图,提取设计系统(Design System)并生成结构化数据和可用的 AI Coding Prompt。适用于 UI/UX 设计师和前端工程师需要从现有网页设计中提取设计规范、配色方案、排版系统和组件风格的场景。

8k tokens scripts zh
Web To App
by anbeime

将任意网页转换为桌面应用,支持 macOS/Windows/Linux 三大平台。使用 Rust + Tauri 技术栈,生成的应用体积小(约 5MB)、性能高。支持自定义图标、窗口大小、快捷键等丰富配置。

7k tokens scripts zh
Wechat Hotspot Publisher
by anbeime

智能采集热点话题,10分制筛选优质选题,AI生成爆款内容(标题/封面/标签/图片/HTML排版),支持素材上传和草稿箱发布,一键发布到微信公众号、小红书、B站等多平台

37k tokens scripts zh
Wechatsync Publisher
by anbeime

多平台内容发布助手,支持智能选题筛选、AI生成优质内容、一键发布到微信公众号等平台;支持内容格式自动适配(HTML/Markdown/纯文本)

22k tokens scripts zh
Xiaohongshu Makeup
by anbeime

小红书美妆内容创作技能,支持笔记生成、笔记优化、文生图描述创作;适用于美妆护肤产品的内容创作、测评和营销推广

13k tokens zh
Icon Generator
by anbeime
135 tokens
Obsidian Skills Integrated
by anbeime
13k tokens
Worktree Manager
by microsoft
vendor

Create and manage Git worktrees for parallel development workflows. Use when multiple self-contained issues should NOT be fixed in a single branch, when human-Copilot iteration requires isolated environments with separate chat history and commits, or when parallel work items need independent build/test results. Triggers on requests involving branch isolation, work item separation, parallel development, or avoiding messy branch switching.

8k tokens scripts
Triage Meeting Prep
by microsoft
vendor

Prepare weekly triage meeting summary for WinAppSDK Needs-Triage issues. Use when preparing for triage meetings, reviewing Needs-Triage issues, generating diff reports since last triage, summarizing new or updated issues, or creating action item recommendations. Triggers on requests involving triage preparation, Needs-Triage review, meeting summary, triage diff, or weekly issue analysis.

22k tokens scripts
Issue Triage Report
by microsoft
vendor

Generate comprehensive GitHub Feature Area Status reports for the Windows App SDK repository. Use when asked to create triage reports, identify high-priority issues, analyze feature area health, find issues needing attention, or generate status dashboards. Triggers on requests involving issue triage, area status, priority analysis, bug tracking reports, or engineering team focus areas.

25k tokens scripts
Dashi Ppt
by chuspeeism

制作 PPT、演示文稿、幻灯片、汇报材料时使用。Dashi PPT 基于预置视觉主题组合页面,生成可离线打开、可在浏览器编辑的 HTML 演示,支持导出 PPTX / PDF 文件。

15122k tokens scripts zh
Nx Run Tasks
by supabase
vendor

Helps with running tasks in an Nx workspace. USE WHEN the user wants to execute build, test, lint, serve, or run any other tasks defined in the workspace.

617 tokens
Link Workspace Packages
by supabase
vendor

Link workspace packages in monorepos (npm, yarn, pnpm, bun). USE WHEN: (1) you just created or generated new packages and need to wire up their dependencies, (2) user imports from a sibling package and needs to add it as a dependency, (3) you get resolution errors for workspace packages (@org/*) like "cannot find module", "failed to resolve import", "TS2307", or "cannot resolve". DO NOT patch around with tsconfig paths or manual package.json edits - use the package manager''s workspace commands to fix actual linking.

761 tokens
Nx Generate
by supabase
vendor

Generate code using nx generators. INVOKE IMMEDIATELY when user mentions scaffolding, setup, structure, creating apps/libs, or setting up project structure. Trigger words - scaffold, setup, create a ... app, create a ... lib, project structure, generate, add a new project. ALWAYS use this BEFORE calling nx_docs or exploring - this skill handles discovery internally.

2k tokens
Nx Workspace
by supabase
vendor

Explore and understand Nx workspaces. USE WHEN answering questions about the workspace, projects, or tasks. ALSO USE WHEN an nx command fails or you need to check available targets/configuration before running a task. EXAMPLES: 'What projects are in this workspace?', 'How is project X configured?', 'What depends on library Y?', 'What targets can I run?', 'Cannot find configuration for task', 'debug nx task failure'.

2k tokens
Nx Import
by supabase
vendor

Import, merge, or combine repositories into an Nx workspace using nx import. USE WHEN the user asks to adopt Nx across repos, move projects into a monorepo, or bring code/history from another repository.

11k tokens
Nx Plugins
by supabase
vendor

Find and add Nx plugins. USE WHEN user wants to discover available plugins, install a new plugin, or add support for a specific framework or technology to the workspace.

88 tokens
Humanize
by epoko77-ai

AI가 쓴 한글 텍스트를 자연스럽게 윤문하는 진입 명령. humanize-korean 파이프라인을 Fast 모드(기본)로 실행하고 `--strict`면 정밀 3콜(진단→겨냥 윤문→finalize). 트리거 — "/humanize".

429 tokens
Humanize Korean
by epoko77-ai

AI(ChatGPT·Claude·Gemini)가 쓴 한글 텍스트를 사람이 쓴 글처럼 윤문한다. 번역투·영어 인용 과다·기계적 병렬·관용구·피동 남용·접속사 남발·리듬 균일·이모지/불릿 과다 등 10대 카테고리 70개 AI 티 패턴을 탐지·분류해 내용은 한 글자도 건드리지 않고 문체·리듬·표현만 자연스럽게 재작성한다. 트리거 — "AI 티 없애줘", "AI 윤문", "ChatGPT 티 제거", "번역투 고쳐", "사람이 쓴 것처럼", "humanize Korean". 단순 맞춤법 교정·번역·내용 추가는 대상 아님.

1k tokens
Humanize Korean
by epoko77-ai

AI(ChatGPT·Claude·Gemini 등)가 쓴 한글 텍스트를 "사람이 쓴 글처럼" 윤문해주는 오케스트레이터 스킬. 번역투·영어 인용 과다·기계적 병렬·관용구·피동태 남용·접속사 남발·리듬 균일성·이모지/불릿 과다 등 10대 카테고리 70개 AI 티 패턴을 탐지·분류해 내용은 한 글자도 건드리지 않고 문체·리듬·표현만 자연스러운 한국어로 재작성한다. shim의 route_hint(light|standard|heavy)로 경로를 정해 잘 쓴 글은 1콜, 표준은 2콜, 중증·장문만 3+콜(진단→겨냥 윤문→finalize)로 처리한다. 트리거 — "AI 티 없애줘", "AI 같은 글 자연스럽게", "GPT/ChatGPT 문체", "AI 번역투 고쳐", "사람이 쓴 것처럼 윤문", "AI 윤문", "ChatGPT 티 제거", "한글 AI 탐지·윤문", "AI 글 사람처럼", "번역투 제거", "영어 인용 많은 글 윤문", "AI 글 티 안 나게", "휴머나이저", "humanize Korean", "AI detector bypass 한글". 후속 작업 — "특정 카테고리만 다시", "윤문 강도 조정", "장르 바꿔서", "이 문단만", "2차 윤문" 도 모두 이 스킬. 단순 맞춤법·오탈자 교정은 직접 처리, 번역은 번역 스킬, 내용 추가·삭제를 동반한 재작성은 별도 집필 스킬.

67k tokens scripts
Humanize Redo
by epoko77-ai

가장 최근 윤문 결과를 2차로 다시 다듬는다 — 특정 카테고리·문단·강도 조정도 가능. humanize-korean strict 윤문(Phase B)을 기존 run_id에 재실행해 잔존 finding을 처리한다. 트리거 — "/humanize-redo".

503 tokens
Codex Ppt
by ningzimu

Generate visually unified image-based PPT/PPTX decks from articles, reports, papers, notes, or outlines.

68k tokens scripts
API Shape Explorer
by zebbern

Generate multiple radically different interface designs for a module using parallel sub-agents. Use when user wants to design an API, explore interface options, compare module shapes, or mentions "design it twice".

1k tokens
Authentication Patterns
by zebbern

Authentication patterns: session vs JWT vs OAuth comparison, provider selection (NextAuth, Clerk, Supabase Auth), security checklist, and common mistakes. Use when implementing auth, reviewing auth flows, or choosing auth providers.

2k tokens
API Fuzzing Bug Bounty
by zebbern

This skill should be used when the user asks to "test API security", "fuzz APIs", "find IDOR vulnerabilities", "test REST API", "test GraphQL", "API penetration testing", "bug bounty API testing", or needs guidance on API security assessment techniques.

3k tokens
Academic Paper Reviewer
by zebbern

Simulates academic peer review, evaluating papers across Originality, Methodology, Results, and Writing to provide Major/Minor Revision recommendations with actionable feedback. Triggers when a user asks to \"review my paper,\" \"simulate peer review,\" or \"give my paper a peer review.

3k tokens
Audit Flow
by zebbern

Interactive system flow tracing across CODE, API, AUTH, DATA, NETWORK layers with SQLite persistence and Mermaid export. Use for security audits, compliance documentation, flow tracing, feature ideation, brainstorming, debugging, architecture reviews, or incident post-mortems. Triggers on audit, trace flow, document flow, security review, debug flow, brainstorm, architecture review, post-mortem, incident review.

27k tokens scripts
Broken Authentication
by zebbern

This skill should be used when the user asks to "test for broken authentication vulnerabilities", "assess session management security", "perform credential stuffing tests", "evaluate password policies", "test for session fixation", or "identify authentication bypass flaws". It provides comprehensive techniques for identifying authentication and session management weaknesses in web applications.

3k tokens
Chart Image
by zebbern

Generate publication-quality PNG chart images from data, supporting line, bar, area, candlestick, pie, and heatmap charts. Triggers when the user asks to visualize data, create a graph, plot a time series, or generate a chart for a report, alert, or dashboard. Runs as a lightweight, headless Node.js process without a browser.

19k tokens scripts
Caching
by zebbern

Caching strategies — invalidation, TTL guidelines, cache keys, cache layers, and when not to cache. Use when implementing or reviewing caching logic.

2k tokens
Code Documenter
by zebbern

Use when adding docstrings, creating API documentation, or building documentation sites. Invoke for OpenAPI/Swagger specs, JSDoc, doc portals, tutorials, user guides.

13k tokens
Burp Suite Testing
by zebbern

This skill should be used when the user asks to "intercept HTTP traffic", "modify web requests", "use Burp Suite for testing", "perform web vulnerability scanning", "test with Burp Repeater", "analyze HTTP history", or "configure proxy for web testing". It provides comprehensive guidance for using Burp Suite's core features for web application security testing.

3k tokens
Code Vuln Audit
by zebbern

Scan code for security issues: dependency vulnerabilities (npm/pip audit), secret leaks (regex and entropy analysis), and OWASP anti-patterns like SQL injection, XSS, or command injection. Use when the user mentions security scans, vulnerability detection, secret leaks, API keys, OWASP, npm audit, pip-audit, hardcoded passwords, or code security checks.

9k tokens scripts
Code To Diagram
by zebbern

Analyze codebases and automatically generate architecture diagrams, flowcharts, and org charts. Uses AST parsing to map import dependencies for Python, JS/TS, Go, and Java, outputting Mermaid or SVG files. Triggered when users ask to visualize code architecture, understand dependencies, draw a flowchart, or create a module diagram from source code.

6k tokens scripts
Vercel Composition Patterns
by zebbern

React composition patterns that scale. Use when refactoring components with boolean prop proliferation, building flexible component libraries, or designing reusable APIs. Triggers on tasks involving compound components, render props, context providers, or component architecture. Includes React 19 API changes.

13k tokens
Database Optimizer
by zebbern

Use when investigating slow queries, analyzing execution plans, or optimizing database performance. Invoke for index design, query rewrites, configuration tuning, partitioning strategies, lock contention resolution.

14k tokens
Deep Module Refactor
by zebbern

Explore a codebase to find opportunities for architectural improvement, focusing on making the codebase more testable by deepening shallow modules. Use when user wants to improve architecture, find refactoring opportunities, consolidate tightly-coupled modules, or make a codebase more AI-navigable.

2k tokens
Data Viz Renderer
by zebbern

Generate self-contained HTML/SVG infographics from JSON data, including stat cards, bar charts, flow diagrams, and mixed dashboards. Offers 8 color palettes and built-in icons with no external dependencies. Triggered when users request data visualization, infographics, charts, or dashboards.

8k tokens scripts
Cv Tailor
by zebbern

Optimize resumes by matching keywords to the job description, rewriting experience with the quantified STAR method, and checking ATS compatibility. Triggered when users ask for resume help, review, or polishing, mention JD matching, STAR method, ATS, or want to tailor their resume for a specific role.

3k tokens
Cross Examine
by zebbern

Interview the user relentlessly about a plan or design until reaching shared understanding, resolving each branch of the decision tree. Use when user wants to stress-test a plan, get grilled on their design, or mentions "grill me".

427 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: 11 329 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 79 404 files found on GitHub, 61 763 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: 7 882 skills here share a name with another skill, and two of them cannot sit side by side.