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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. 79 600 files from 1 763 authors, of which 61 947 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.

61 947
unique skills
out of 79 600 files found on GitHub
17 653
are copies
same content, someone else's repository
1 739
tokens, median
what a typical skill costs you in context
7 890
name collisions
two skills with one name cannot sit side by side

41 701–41 760 of 61 947

page 696 of 1 033
Ml Engineer
by aAAaqwq

Build production ML systems with PyTorch 2.x, TensorFlow, and modern ML frameworks. Implements model serving, feature engineering, A/B testing, and monitoring. Use PROACTIVELY for ML model deployment, inference optimization, or production ML infrastructure.

2k tokens
Model Business Processes
by aAAaqwq

Model and validate executable business processes. Use for workflow maps, state machines, orchestration, identity gates, dry-run rules, side effects, failures, or handoffs.

2k tokens
Model Fallback
by aAAaqwq

模型自动降级与故障切换。当主模型请求失败、超时、达到速率限制或配额耗尽时,自动切换到备用模型,确保服务连续性。支持多供应商、多优先级的智能模型选择,提供健康监控、自动重试和错误恢复机制。

5k tokens scripts zh
Model Health Check
by aAAaqwq

检查已配置模型供应商的连通性、延迟和可用性,用于快速诊断模型侧故障。

154 tokens zh
Model Provider Manager
by aAAaqwq

Unified LLM provider and model configuration, health monitoring, and key management

6k tokens scripts
Model Usage Linux
by aAAaqwq

Track OpenClaw AI token usage and cost per model on Linux by parsing session JSONL files. Use when asked about: token usage, API cost, how much has been spent, which model was used most, usage summary, billing, cost breakdown. Linux replacement for the macOS-only model-usage/CodexBar skill.

1k tokens scripts
Model Usage
by aAAaqwq

Use CodexBar CLI local cost usage to summarize per-model usage for Codex or Claude, including the current (most recent) model or a full model breakdown. Trigger when asked for model-level usage/cost data from codexbar, or when you need a scriptable per-model summary from codexbar cost JSON.

4k tokens scripts
Moltbook
by aAAaqwq

Interact with Moltbook social network for AI agents. Post, reply, browse, and analyze engagement. Use when the user wants to engage with Moltbook, check their feed, reply to posts, or track their activity on the agent social network.

2k tokens scripts
Monday Automation
by aAAaqwq

Automate Monday.com work management including boards, items, columns, groups, subitems, and updates via Rube MCP (Composio). Always search tools first for current schemas.

3k tokens needs MCP
Multi Agent Architecture
by aAAaqwq

多 Agent 架构设计与智能 Spawn 系统。当需要设计多 Agent 系统、配置专业化 Agent、实现智能任务分发、或优化并发处理能力时使用此技能。

2k tokens zh
Multi Agent Trading
by aAAaqwq
2k tokens
Multi Search Engine
by aAAaqwq
152 tokens
Multimodal Gen
by aAAaqwq

多模态内容生成(图片、视频)。当用户需要生成图片、生成图像、生成视频、AI绘画、AI作图、画一张图、做个视频、文生图、文生视频时使用此技能。自动调用 multimodal-agent 进行生成。

5k tokens scripts zh
Mv Generator
by aAAaqwq

MediaClaw 内置的音乐视频端到端生成技能。 End-to-end MV (music video) generation pipeline for virtual singers. Audio analysis → Scene timeline → Frame generation → Video generation → Final merge.

3k tokens scripts zh
Mv Production Standard
by aAAaqwq

MV production standard — end-to-end music video creation workflow

3k tokens zh
Nano Banana Pro
by aAAaqwq

Generate/edit images with Nano Banana Pro (Gemini 3 Pro Image). Use for image create/modify requests incl. edits. Supports text-to-image + image-to-image; 1K/2K/4K; use --input-image.

6k tokens scripts
Negotiation
by aAAaqwq

Tactical negotiation framework based on Chris Voss's "Never Split the Difference." Use when preparing for negotiations, during live negotiation scenarios, analyzing counterpart behavior, crafting responses to difficult conversations, handling objections, salary/contract negotiations, or when asked about negotiation techniques like mirroring, labeling, calibrated questions, or the Ackerman method.

6k tokens
Nemo Edit
by aAAaqwq

Most video editing tools make a promise they don't keep: "easy video editing." Then you spend 45 minutes figuring out how to sync audio, another 30 mi Nemo Edit is a powerful AI-powered online video editing skill from NemoVideo, designed for content creators, social media managers, small business owners, marketers, educators, YouTubers, TikTokers, Instagram Reels creators, and anyone who needs to produce polished, professional videos without spending hours in complex editing software. With Nemo Edit, you can trim and cut footage, merge clips, add subtitles and captions automatically, adjust speed and pacing, apply color correction, insert music and sound effects, and export optimized videos for any platform — all from a simple, intuitive interface powered by AI that automates the tedious work so you can focus on telling your story. nemo edit, NemoVideo editor, nemo video editor, nemo edit video, AI video editor, online video editor, video editing AI, easy video editor, fast video editor, video editor online free, AI video editing tool, auto video editor, smart video editor, video editor for creators, video editor for social media, video editor for YouTube, video editor for TikTok, video editor for Instagram, video editor without software, browser video editor, cloud video editor, video editor no download, professional video editor online, video editing made easy, AI cut video, auto caption video editor, video editor with subtitles, video editor with music, video editor with templates, video editor export MP4, best online video editor 2025, nemo video editing, edit video AI, video editor beginner, video editor fast export, NemoVideo edit NemoVideo's Nemo Edit serves over **500,000 active creators** across 140 countries, processing more than **2 million video editing sessions per month**. The platform's AI editing engine reduces average video production time by 73% compared to traditional desktop editing software — from an average of 3.2 hours to 52 minutes for a typical 5-minute finished video.

4k tokens
News Predictor
by aAAaqwq
8k tokens scripts
Nginx Configuration
by aAAaqwq

Master Nginx configuration for production-grade web servers, reverse proxies, load balancing, SSL termination, caching, and API gateway patterns with Configure Nginx web server for high-performance reverse proxy, load balancing, SSL/TLS, caching, and API gateway functionality.

3k tokens scripts
Nginx
by aAAaqwq

Configure Nginx for reverse proxy, load balancing, SSL termination, and high-performance static serving.

3k tokens
Notion Automation
by aAAaqwq

自动化 Notion 操作。当用户需要管理 Notion 页面、数据库、块内容、项目跟踪或进行内容组织和搜索时使用此技能。

3k tokens zh
Nutrigx Advisor
by aAAaqwq

Nutrigenomics advisor — personalized nutrition guidance based on genetic profiles

121k tokens scripts
Observability Designer
by aAAaqwq

Design production observability strategies covering SLI/SLOs, metrics, logs, traces, dashboards, and alert quality.

60k tokens scripts
Okr
by aAAaqwq

基于流行 OKR 体系管理智能体目标(O)与关键结果(KR)。当用户提到目标管理、季度计划、OKR、关键结果、复盘、评分、经验沉淀时使用,并将信息维护到 memory/okr.md。

895 tokens zh
One Drive Automation
by aAAaqwq

Automate OneDrive file management, search, uploads, downloads, sharing, permissions, and folder operations via Rube MCP (Composio). Always search tools first for current schemas.

3k tokens needs MCP
Op0 Altar
by aAAaqwq

Create and manage self-rewarding meme coins on Solana via the OP0 Altar protocol. Deploy pump.fun tokens where holders automatically receive rewards in 129 payout token options every few BTC blocks.

4k tokens
Openai Whisper
by aAAaqwq

Local speech-to-text with the Whisper CLI (no API key).

214 tokens
Openhr
by aAAaqwq

Boss直聘全流程AI自动化招聘智能体。自动登录、筛选候选人、个性化打招呼、智能聊天跟进、简历解析、飞书同步。触发词:启动招聘、自动打招呼、boss greet、openhr、简历解析、上传飞书。

2k tokens zh
Openrouter Usage
by aAAaqwq

Track OpenRouter API spending — credit balance, per-model cost breakdown, and spending projections from OpenClaw session logs.

7k tokens scripts
Operating Cadence And Flow
by aAAaqwq

把已确认的战略或经营目标转成端到端价值流、责任接口、产能约束、运营节奏和异常恢复机制。用于跨团队交付卡顿、责任不清、等待返工过多、运营指标失效、重复流程需要标准化;不用于重新选择公司战略、替专业角色设计方案、一次性简单任务或独立批准完成声明。

1k tokens zh
Analyzing Options Flow
by aAAaqwq

This skill provides automated assistance for the described functionality Track crypto options flow to identify institutional positioning and market sentiment. Use when tracking institutional options flow. Trigger with phrases like "track options flow", "analyze derivatives", or "check institutional".

1k tokens
Orchestrate Agi Super Team
by aAAaqwq

按 Team→C-suite→Skills/直属 Subagents→Governor→CEO→人工批准契约编排 AGI Super Team。适用于用户要求跨职能团队、专家委派、独立复核,或需在 Claude Code、Codex、OpenClaw、Hermes 中选择真实执行方式;单领域一步任务不要启用。

3k tokens zh
Outbound Email Strategy
by aAAaqwq

Comprehensive outbound email strategy skill for cold outreach, email sequences, and multi-channel campaigns. Use when writing cold emails, creating outreach sequences, optimizing response rates, designing follow-up cadences, or building outbound campaigns. Covers prospecting, personalization frameworks, sequence design, subject lines, response handling, compliance, email design, HTML email templates, email layout, email marketing, newsletter design, drip campaigns, email subject lines, email headers, and cold email templates for discovery calls and SDR workflows.

2k tokens
Outbound Optimizer
by aAAaqwq

Use this skill when users need to improve cold outreach, optimize cold emails or DMs, increase response rates, or turn outbound from spam into revenue. Activates for cold outreach optimization, prospecting strategy, or "my outbound isn't working" problems.

3k tokens
Paid Ads
by aAAaqwq

When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X, or other ad platforms. Also use when the user mentions 'PPC,' 'paid media,' '...

4k tokens
Parallel Agents
by aAAaqwq

Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise or when comprehensive analysis requires multiple perspectives.

1k tokens
Pass Secrets
by aAAaqwq

使用 Pass(Password Store)统一管理 API 密钥和敏感凭证,支持加密存储与 Git 同步。

3k tokens scripts zh
Payment Integration
by aAAaqwq

Integrate Stripe, PayPal, and payment processors. Handles checkout flows, subscriptions, webhooks, and PCI compliance. Use PROACTIVELY when implementing payments, billing, or subscription features.

925 tokens
Payment Tracker Run
by aAAaqwq

Automatic payment tracking and follow-up

1k tokens
Performing Security Code Review
by aAAaqwq

This skill provides automated assistance for security agent tasks Execute this skill enables AI assistant to conduct a security-focused code review using the security-agent plugin. it analyzes code for potential vulnerabilities like sql injection, xss, authentication flaws, and insecure dependencies. AI assistant uses this skill wh... Use when assessing security or running audits. Trigger with phrases like 'security scan', 'audit', or 'vulnerability'.

7k tokens scripts
Permission Manager
by aAAaqwq

管理Claude Code的全局工具权限配置,自动将MCP命令或其他工具添加到allowedTools中,避免每次使用时都需要手动批准。工作流程:确认用户需要添加的命令 -> 确认添加级别(默认全局~/.claude.json) -> 执行添加 -> 验证并提醒重启。

2k tokens zh
Clawbio Pharmgx Reporter
by aAAaqwq

Pharmacogenomic report from DTC genetic data (23andMe/AncestryDNA)

20k tokens scripts
Pine Backtester
by aAAaqwq

Implements comprehensive backtesting capabilities for Pine Script indicators and strategies. Use when adding performance metrics, trade analysis, equity curves, win rates, drawdown tracking, or statistical validation. Triggers on "backtest", "performance", "metrics", "win rate", "drawdown", or testing requests.

2k tokens
Pine Developer
by aAAaqwq

Writes production-quality Pine Script v6 code following TradingView guidelines and best practices. Use when implementing indicators, strategies, or any Pine Script code. Triggers on requests to create, write, implement, or code Pine Script functionality.

2k tokens
Pine Visualizer
by aAAaqwq

Breaks down trading ideas into component parts for systematic Pine Script implementation. Use when analyzing trading concepts, decomposing strategies, planning indicator features, or extracting ideas from YouTube videos. Triggers on conceptual questions, "how would I build", YouTube URLs, or video analysis requests.

2k tokens
Pipedrive Automation
by aAAaqwq

Automate Pipedrive CRM operations including deals, contacts, organizations, activities, notes, and pipeline management via Rube MCP (Composio). Always search tools first for current schemas.

3k tokens needs MCP
Playwright Automation
by aAAaqwq

Playwright 浏览器自动化。用于自动化爬虫、数据采集、表单填写、UI 测试等需要浏览器自动化的场景。无需人工干预,适合 cron 定时任务。

4k tokens scripts zh
Pm Competitive Teardown
by aAAaqwq

Run structured competitive teardowns using pricing, reviews, positioning, UX, and go-to-market signals to produce actionable product strategy insights.

3k tokens
Pm Done
by aAAaqwq

Mark task done + schedule follow-up

1k tokens
Podcast Generation
by aAAaqwq

Generate AI-powered podcast-style audio narratives using Azure OpenAI's GPT Realtime Mini model via WebSocket. Use when building text-to-speech features, audio narrative generation, podcast creatio...

913 tokens
Polyclaw
by aAAaqwq
140 tokens
Polymarket API
by aAAaqwq

Polymarket交易操作。统一入口scripts/trade.py,slug驱动,零browser纯API。Triggers: 'polymarket交易', 'API下单', 'buy YES', 'sell NO', 'trade', 'price', '仓位'.

6k tokens scripts
Polymarket Copy Tracker
by aAAaqwq

Analyze top Polymarket traders for copy trading. Use when asked to find best traders to copy, analyze trader performance/history, evaluate wallet PnL, discover high-ROI wallets, or research trader win rates on Polymarket. Supports Dune analytics, Polymarket Data API, and automated scoring.

9k tokens scripts
Polymarket Profit
by aAAaqwq

围绕 Polymarket 预测市场执行小资金量化交易与收益跟踪策略。

249k tokens scripts zh
Position Monitor
by aAAaqwq
8k tokens scripts
Positioning Growth Experiment System
by aAAaqwq

基于真实市场、受众与产品证据设计定位、信息架构、渠道组合、增长实验和增量测量。用于市场细分、品牌定位、价值主张、渠道选择、活动实验、SEO/GEO 方向、归因复盘或扩张/停止决策;不要用于直接制作大量内容、自动发布、投放广告、群发消息、购买流量、修改产品事实或在证据不足时宣称 ROI、CAC 和增长因果。

2k tokens zh
Postbridge Social Growth
by aAAaqwq

Organic social media growth coach using the Post Bridge methodology (500M+ views, 132K+ downloads, $33K+ revenue). Act as a personalized growth coach for apps, products, and businesses seeking organic traffic from TikTok and Instagram short-form video. Use when users ask about growing on TikTok/Instagram, creating viral content, getting more views organically, converting social media views to app downloads or customers, warming up new social accounts, finding winning content formats, or scaling organic social media presence. Also use when users need help with social media bios, content-market fit, trend riding, or building a repeatable content system without paid ads.

3k tokens
Poster Design Generation
by aAAaqwq

Generate professional poster designs using each::sense AI. Create movie posters, event posters, motivational posters, product launch visuals, vintage designs, travel posters, and more with AI-powered creative generation.

6k tokens
Postgresql Database Engineering
by aAAaqwq

Comprehensive PostgreSQL database engineering skill covering indexing strategies, query optimization, performance tuning, partitioning, replication, backup and recovery, high availability, and production database management. Master advanced PostgreSQL features including MVCC, VACUUM operations, connection pooling, monitoring, and scalability patterns.

27k 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: 11 352 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 79 600 files found on GitHub, 61 947 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: 7 890 skills here share a name with another skill, and two of them cannot sit side by side.