Popular Data & AI Skills
Data analysis, model workflows, generation, transcription, and knowledge tools.
Data and AI skills package repeatable analytical and model-assisted workflows. They may transform datasets, generate media, manage agent memory, or connect to specialized AI services. Review model costs, data handling, and API requirements before using them with sensitive inputs.
- Analyze structured data
- Generate or transform media
- Build repeatable AI workflows
- Organize agent knowledge
Top Data & AI Skills
Ranked by their position in the current overall directory snapshot.
Daily News
Daily news and hot topics via the 6551 API. Supports news categories, hot news articles, and trending tweets by category.
ADB Connection
Control Android devices via ADB with support for UI layout analysis (uiautomator) and visual feedback (screencap). Use when you need to interact with Android apps, perform UI automation, take screenshots, or run complex ADB command sequences.
Eastmoney Stock
查询东方财富股票数据，包括个股行情、涨跌幅、成交量等。用于回答股票相关问题。
Memos
Manage memos via the Memos API: create, retrieve, delete, and list memos with visibility and pagination support, requiring MEMOS_URL and MEMOS_TOKEN.
Graphic Design
Support design understanding from basic visuals to professional production and theory.
Faster Whisper
Local speech-to-text using faster-whisper. 4-6x faster than OpenAI Whisper with identical accuracy; GPU acceleration enables ~20x realtime transcription. SRT.
Lead Enrichment Skill
Enrich a company or person lead from public-web signals before outreach. Produces an ICP-fit verdict, key facts, red flags, and optional structured output.
Gaode Map LBS 高德官方地图综合服务 Skill
高德地图综合服务，支持POI搜索、路径规划、旅游规划、周边搜索和热力图数据可视化
Spotify
Control Spotify playback on macOS. Play/pause, skip tracks, control volume, play artists/albums/playlists. Use when a user asks to play music, control Spotify, change songs, or adjust Spotify volume.
Yahoo Finance CLI
This skill should be used when the user asks to "get stock prices", "check stock quotes", "look up earnings", "get financial data", "find trending stocks", or needs stock market data from Yahoo Finance.
A Stock Trading Assistant
专业A股交易助手，提供沪深市场实时行情、个股分析、大盘情绪、热点板块、交易策略和价格预警服务。
Executing Plans
Use when you have a written implementation plan to execute in a separate session with review checkpoints
Clawdbot Personas
Transform into 20 specialized AI personalities on demand. Switch mid-conversation and load only the active persona. Triggers on "persona list", "use persona", "switch to", "activate", "exit persona".
Polyclaw
Become an autonomous prediction market trader on Polymarket with AI-powered analysis and a performance-backed token on Base. Trade real markets, build a track record, and let the buyback flywheel run.
Hot News Aggregator
国内外社会、科技、军事新闻汇总。自动搜索、筛选、整理新闻要点。Use When 需要获取最新的国内外社会、科技、军事新闻，并且希望自动筛选和整理新闻要点时。
Agent Church
Identity formation, portraits, resurrection, and evolution for AI agents via SOUL.md
Elevenlabs Voices
High-quality voice synthesis with 18 personas, 32 languages, sound effects, batch processing, and voice design using ElevenLabs API.
Shopify Admin API
Manage Shopify store data including orders, products, variants, customers, inventory, fulfillments, refunds, returns, and transactions via the Admin REST API.
Config Guardian
Safe OpenClaw config updates with automatic backup, validation, and rollback. For agent use - prevents invalid config updates.
Meta Ads
Manage Meta (Facebook) Ads campaigns, ad sets, ads, creatives, and access performance metrics via full read/write API integration.
Skill Builder / Creator
Create high-quality skills with modular structure, progressive disclosure, and token-efficient design.
Lossless Claw
无损回忆技能。对对话或会话记录做本地蒸馏，提取身份信息、偏好、任务和长期知识，剔除噪声并保留可追溯日志。
Access Finnhub API For Real Time Stock Quotes, Company News, Market Data, Financial Statements, And Trading Signals
Access Finnhub API for real-time stock quotes, company news, market data, financial statements, and trading signals. Use when you need current stock prices, company news, earnings data, or market analysis.
Food Order
Reorder Foodora orders + track ETA/status with ordercli. Never confirm without explicit user approval. Triggers: order food, reorder, track ETA.
Recursive Self Improvement
递归自我改进系统，能够自动检测错误并修复，或持续优化和重构。包含修复模式和优化模式，支持并发执行、自动化测试、性能监控、智能调度、自适应学习、错误预测和异常恢复。用于需要持续自我优化的系统。
小红书长文发布
小红书长文发布。用于在网页版小红书创作服务平台发布长文笔记。当用户说"发小红书"、"发小红书长文"、"写一篇小红书"时使用此技能。
Poetry
提供诗词生成与诗词查询两大核心能力。 基于 chinese-poetry 开源数据集（收录唐诗 57,607 首、宋诗 254,248 首、宋词 21,053 首、 元曲 11,057 首、诗经 305 篇、楚辞 65 篇、论语 20 章，以及四书五经、蒙学经典、纳兰性德诗集、 曹操诗集等），为用户提供精准的诗词.
Clipboard
Interact with the system clipboard (text only) using `xclip` from any OpenClaw session.
Daily Trending
获取今日热榜，从tophub.today抓取各平台热搜榜单。当用户询问"今天有什么热搜"、"热榜"、"微博热搜"时触发。
Agent Analytics
Product analytics with your AI agent: set up consent-based tracking, read funnels, paths, retention, experiments, and context, then recommend the smallest gr.
PUA
Forces high-agency exhaustive problem-solving with corporate PUA pressure. Triggers on user frustration, repeated failures, passive behavior, or quality comp.
Agent Tool Scout
Give AI hands to control any Mac app. Auto-discover installed apps, generate CLI wrappers, return structured JSON. Works with Music, Finder, Chrome, Word, Fi.
Ollama Local
Manage and use local Ollama models. Use for model management (list/pull/remove), chat/completions, embeddings, and tool-use with local LLMs. Covers OpenClaw sub-agent integration and model selection guidance.
Airtable
Browse Airtable bases and tables, inspect records, create records, and manage fields, comments, and table actions via the Airtable API. Use this skill when u.
Moltbook Agent Registry
Official Moltbook Identity Registry interface. Verify yourself, lookup others, and build on-chain reputation.
Win Mouse Native (Windows)
Native Windows mouse control (move, click, drag) via user32.dll. Use when the user asks you to move the mouse, click, drag, or automate pointer actions on Windows.
Career Planner China
AI时代职业规划师技能。专为AI时代职场变化而设计，帮助用户应对AI带来的职业冲击与机遇。当用户询问职业规划、职业建议、选专业、职场转型、未来就业方向时触发。功能包括：收集用户基本信息、霍兰德职业兴趣测评、职业价值观分析、AI时代职业影响评估（高危/中危/低危分级），并输出完整的个性化职业规划报告。关键词：职业规划、选专业、工作建议、做什么工作好、职业转型、AI时代职业、AI替代、哪些工作会被AI取代。
Google Meet
Google Meet API integration with managed OAuth. Create meeting spaces, inspect conference records, retrieve recordings and transcripts, and manage meeting pa.
Quant Trading CN
量化交易专家 - 基于印度股市实战经验，支持策略生成、回测、实盘交易（Zerodha/A股适配）
Claude Connect
Connect Claude to Clawdbot instantly and keep it connected 24/7. Run after setup to link your subscription, then auto-refreshes tokens forever.
Insurance Advisor China
中国大陆AI保险顾问。为个人和家庭提供全方位的保险咨询、产品对比、方案设计、投保指导。当用户询问保险配置、保险方案、产品对比、重疾险/医疗险/寿险/意外险/储蓄险推荐、保费计算、保障缺口分析、需求分析、核保合规、理赔等问题时使用。
BBC News
Fetch and display BBC News stories from various sections and regions via RSS feeds. Use when the user asks for BBC news, UK news headlines, world news from BBC, or news from specific BBC sections (technology, business, politics, science, health, entertainment, regional UK news, or world regions).
Google Forms
Google Forms API integration with managed OAuth. Create forms, inspect structure, review responses, change publishing settings, and manage response notificat.
Tailwind Design System
Build scalable, themable Tailwind CSS component libraries using CVA for variants, compound components, design tokens, dark mode, and responsive grids.
My Daily News
Fetch top news from Baidu, Google, and other sources daily.
Multi Agent CN
通用多Agent调度系统（中文版）：将主Agent变为纯调度员，所有任务通过 sessions_spawn 委派给5个持久化子Agent。支持轮询调度、先回复再派遣协议、 sessionKey固定复用。用户可自定义调度员角色和子Agent名称/人设。
Finance Radar
Stock and cryptocurrency analysis powered by Yahoo Finance data. Use when a user wants to: (1) Analyze stocks or crypto prices/fundamentals, (2) Track invest.
DCC MCP Skills Creator
Create and validate DCC-MCP Skill packages
Related Guides
What Are Agent Skills?
A practical explanation of Skills, SKILL.md, and how they differ from MCP servers.
Read guide 8 min readHow to Install Agent Skills
Install from ClawHub, Git, or a local folder—and know what to review first.
Read guide 7 min readBest Agent Skills to Try First
A beginner-friendly path through useful, understandable skills across common workflows.
Read guideData & AI Skills FAQ
What is a data & ai agent skill?
It is a reusable instruction package that teaches an AI agent a focused data & ai workflow, often including commands, checks, and supporting resources.
Which data & ai skill should I try first?
Start with a narrow task you already understand. The current category leader is Self Improving Agent, but requirements and access scope matter more than rank alone.
Does a popular skill mean it is safe?
No. Popularity reflects adoption and interest, not a security guarantee. Read SKILL.md, review commands and dependencies, and test with minimal permissions.