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.
Self Improving Agent
Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude rea
Sonoscli
Control Sonos speakers (discover/status/play/volume/group).
Evolver
A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution. Communicates with EvoMap.
Openai Whisper
Local speech-to-text with the Whisper CLI (no API key).
Desktop Control
Advanced desktop automation with mouse, keyboard, and screen control
Self Improving Agent
Self-improving agent system that analyzes conversation quality, identifies improvement opportunities, and continuously optimizes response strategies.
Trello
Manage Trello boards, lists, and cards via the Trello REST API.
Skill Finder Cn
Skill 查找器 | Skill Finder. 帮助发现和安装 ClawHub Skills | Discover and install ClawHub Skills. 回答'有什么技能可以X'、'找一个技能' | Answers 'what skill can X', 'find a skill'. 触发.
Evolver
A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution. Communicates with EvoMap.
Using Superpowers
Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions
N8n Workflow Automation
Designs and outputs n8n workflow JSON with robust triggers, idempotency, error handling, logging, retries, and human-in-the-loop review queues. Use when you need an auditable automation that won’t silently fail.
OpenClaw Backup
Backup and restore OpenClaw data. Use when user asks to create backups, set up automatic backup schedules, restore from backup, or manage backup rotation. Handles ~/.openclaw directory archiving with proper exclusions.
1password
Set up and use 1Password CLI (op). Use when installing the CLI, enabling desktop app integration, signing in (single or multi-account), or reading/injecting/running secrets via op.
A股量化 AkShare
A股量化数据分析工具，基于AkShare库获取A股行情、财务数据、板块信息等。用于回答关于A股股票查询、行情数据、财务分析、选股等问题。
Apple Reminders
Manage Apple Reminders via the `remindctl` CLI on macOS (list, add, edit, complete, delete). Supports lists, date filters, and JSON/plain output.
Peekaboo
Capture and automate macOS UI with the Peekaboo CLI.
China Stock Analysis
Analyze Chinese stock prices (A-shares, HK stocks) and provide investment recommendations. Use when the user asks about stock analysis for Chinese companies,.
Sag
ElevenLabs text-to-speech with mac-style say UX.
Proactivity (Proactive Agent)
Anticipates needs, keeps work moving, and improves through use so the agent gets more proactive over time.
Intelligent Stocks Screener
基于东方财富数据库，支持通过自然语言输入筛选A港美股、基金、债券等多种资产，支持多元指标筛选，含技术面、消息面、基本面及市场情绪等，可用于全球资产速筛、跨市场监控、投资组合构建、策略回测等场景。返回结果包含数据说明及 csv 文件。Natural language screener for investment.
Tushare Finance
获取中国金融市场数据（A股、港股、美股、基金、期货、债券）。支持220+个Tushare Pro接口：股票行情、财务报表、宏观经济指标。当用户请求股价数据、财务分析、指数行情、GDP/CPI等宏观数据时使用。
Self Improving Agent CN
AI自我改进与记忆系统 - 解决'同类错误反复犯、用户纠正不长记性'的痛点。自动捕获错误、用户纠正、最佳实践，并转化为长期记忆。
命理大师
全体系命理大师 — 八字四柱、紫微斗数、奇门遁甲、六爻、梅花易数、塔罗、星盘、 数字命理、九宫飞星风水、掌纹面相、起名命名、穿衣搭配、合婚择吉一站式解读。本地档案、可选每日推送（默认关闭）、 浏览器六爻界面与 HTML 报告。仅作文化参考，不替代医疗、法律、心理、财务、婚姻等 专业建议；遇重大决策请咨询专业人士。
Find Skill
Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express.
Home Assistant
Control Home Assistant smart home devices, run automations, and receive webhook events. Use when controlling lights, switches, climate, scenes, scripts, or any HA entity. Supports bidirectional communication via REST API (outbound) and webhooks (inbound triggers from HA automations).
百度网盘
百度网盘(Baidu Drive, pan.baidu.com)文件管理 — 上传、下载、转存、分享、搜索、移动、复制、重命名、创建文件夹、删除（高风险，需用户确认）。 同时支持 Agent 记忆备份/恢复（kimiclaw/maxclaw/qclaw/openclaw）。 TRIGGER: 用户消息明确提及"百.
Interview Simulator
Simulates mock interviews for any role and experience level with tailored technical, behavioral, and case questions plus detailed feedback and scoring.
Yahoo Finance
Get stock prices, quotes, fundamentals, earnings, options, dividends, and analyst ratings using Yahoo Finance. Uses yfinance library - no API key required.
T Trading
基于维加斯通道EMA多层通道与斐波那契回撤，提供A股和加密货币短线交易的多维度结构化技术分析和明确操作建议。
掘金技能集
掘金技术社区一站式操作技能，支持热门文章排行榜查询、Markdown 文章发布（默认草稿）和文章下载保存为 Markdown。
Qq Zone Photo
管理 QQ空间相册。支持扫码登录、列出相册、浏览照片、上传照片、下载照片/相册、创建相册。当用户需要备份、整理或管理 QQ空间中的照片时使用此技能。
Self Improving Agent
Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Clau.
Camsnap
Capture frames or clips from RTSP/ONVIF cameras.
Agent Autonomy Kit
Stop waiting for prompts. Keep working.
Prompt Engineering Expert
Advanced expert in prompt engineering, custom instructions design, and prompt optimization for AI agents
Linear
Query and manage Linear issues, projects, and team workflows.
Desing Mobile Apps
Use when the user wants to design a mobile app, create screens, build UI, or interact with their Sleek projects. Covers high-level requests ("design an app t.
Tushare
面向中文自然语言的 Tushare 数据研究技能。用于把“看看这只股票最近怎么样”“帮我查财报趋势”“最近哪个板块最强”“北向资金在买什么”“给我导出一份行情数据”这类请求，转成可执行的数据获取、清洗、对比、筛选、导出与简要分析流程。适用于 A 股、指数、ETF/基金、财务、估值、资金流、公告新闻、板块概念与宏观.
Self Improving Proactive Agent
A unified OpenClaw skill that merges self-improvement and proactivity: learn from corrections, maintain active state, recover context fast, and keep work mov.
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。
UI/UX Design Guide
Expert guidance on mobile-first UI/UX design, color systems, typography, accessibility (WCAG 2.2), Tailwind + Shadcn/ui integration, micro-interactions, and.
Ima Skills
统一的 IMA OpenAPI 技能，支持笔记管理和知识库操作。 当用户提到知识库、资料库、笔记、备忘录、记事，或者想要上传文件、添加网页到知识库、 搜索知识库内容、搜索/浏览/创建/编辑笔记时，使用此 skill。 即使用户没有明确说"知识库"或"笔记"，只要意图涉及文件上传到知识库、网页收藏、 知识搜索、个人.
Capability Evolver
Meta-skill for AI agent self-improvement. Analyzes runtime logs to detect error patterns, regressions, and inefficiencies, then generates structured improvem.
Brainstorming
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.
Windows UI Automation
Automate Windows GUI interactions (mouse, keyboard, windows) using PowerShell. Use when the user needs to simulate user input on the desktop, such as moving the cursor, clicking buttons, typing text in non-web apps, or managing window states.
Claw Shell
Runs shell commands inside a dedicated tmux session named claw, captures, and returns the output, with safety checks for destructive commands.
A股分时量能分析
提供A股实时行情、分时成交量分布及主力资金动向分析，支持持仓管理和盈亏监控。
Openhue
Control Philips Hue lights/scenes via the OpenHue CLI.
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.