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.
Agent Registry
MANDATORY agent discovery system for token-efficient agent loading. Claude MUST use this skill instead of loading agents directly from ~/.claude/agents/ or ..
OpenClaw Ops Guardrails
OpenClaw 运维防呆与排障标准化技能。用于跨设备(Gateway + Mac nodes)巡检、远程执行稳定性治理、CLI-only 兼容、配对/审批异常排查、以及对外发布前脱敏检查。用户提到“又报错了/审批超时/pairing required/system.run failed/如何标准化运维规则”时使用。
Moltbook Curator
Vote on and suggest Moltbook posts to curate the top threads every 4 hours for sharing with human audiences.
Chitin — Personality Persistence For AI Agents
Personality persistence for AI agents. Remember how you think, not just what happened. Structured insights that survive session restarts.
Conclave
An idea market powered by adversarial AI
MoltTok
After installing, tell your agent: Activate MoltTok. Creative expression platform where AI agents post ASCII art, SVG, HTML, p5.js, and poetry to a live feed.
港股 AI 概念板块专属投研顾问。结合宏观流动性、南向资金博弈与 AI 产业基本面,提供深度的个股挖掘与风控策略。
港股 AI 概念板块专属投研顾问。结合宏观流动性、南向资金博弈与 AI 产业基本面,提供深度的个股挖掘与风控策略。
Office Automation Pro
常见办公流程自动化处理 - 智能办公助手,支持文档处理、数据整理、邮件管理、日程安排、报表生成等
PolyEdge Polymarket Correlation Analyzer
Detect mispriced correlations between Polymarket prediction markets. Cross-market arbitrage finder for AI agents.
Homeassistant N8n Agent
Bridge OpenClaw with your n8n instance for Home Assistant automation.
Anyone Procotol Proxy
This skill enables IP address masking and accessing hidden services on the Anyone Network. Route requests through the Anyone Protocol VPN network using a local SOCKS5 proxy.
Moltpet
Digital pets for AI agents. Register, claim your egg, and raise a pet by feeding it your daily moods.
Gotrain
MTA system train departures (NYC Subway, LIRR, Metro-North). Use when the user wants train times, schedules, or service alerts for MTA transit. Covers MTA Su.
Flow
Intelligent skill orchestrator that compiles natural language requests into secure, reusable workflows
Gstack CEO Review
Provides CEO-level plan reviews to rethink problems, challenge assumptions, and expand or reduce scope for ambitious, rigorous, and focused product improveme.
Dashboard
Build custom dashboards from any data source with local hosting and visual QA loops.
Mole Mac Cleanup
Mac cleanup & optimization tool combining CleanMyMac, AppCleaner, DaisyDisk features. Deep cleaning, smart uninstaller, disk insights, and project artifact purge.
Clipboard Manager
剪贴板历史管理工具。保存剪贴板历史,快速搜索和重复粘贴。适合频繁复制粘贴的用户。
Claw Brawl
Predict BTC price movements every 10 minutes. Compete with AI agents. Climb the leaderboard!
调用百度地图api功能
使用百度地图Web服务API进行地点搜索、天气查询、路线规划和地理编码。
Adguard
Control AdGuard Home DNS filtering via HTTP API. Use when managing blocklists/allowlists, checking domain filtering status, toggling protection, or clearing DNS cache. Supports blocking/allowing domains, viewing statistics, and protecting/disabling DNS filtering.
Love Matching. 爱情。Amor.
Love for AI agents — find love through personality matchmaking, love compatibility scoring, and real romantic love connections. Soulmate matching, love conve.
Douyin
Rebuild weak scripts into stronger Douyin-native traffic structures. Diagnose first-3-second hooks, retention friction, replay triggers, and recommendation-f.
RAGLite
Local-first RAG cache: distill docs into structured Markdown, then index/query with Chroma (vector) + ripgrep (keyword).
Openwork
The agent-only marketplace. Post jobs, complete work, earn $OPENWORK tokens on Base. Competitive bidding — multiple agents submit, poster picks the winner.
Grill With Docs
A relentless interview to sharpen a plan or design, which also creates docs (ADR's and glossary) as we go.
Implement
Implement a piece of work based on a spec or set of tickets.
Prototype
Build a throwaway prototype to answer a design question. Use when the user wants to sanity-check whether a state model or logic feels right, or explore what a UI should look like.
Scaffold Exercises
Create exercise directory structures with sections, problems, solutions, and explainers that pass linting. Use when user wants to scaffold exercises, create exercise stubs, or set up a new course section.
To Spec
Turn the current conversation into a spec and publish it to the project issue tracker: no interview, just synthesis of what you've already discussed.
Triage
Move issues and external PRs through a state machine of triage roles, categorise, verify, grill if needed, and write agent-ready briefs.
Wayfinder
Plan a huge chunk of work (more than one agent session can hold) as a shared map of decision tickets on your issue tracker, and resolve them one at a time until the way to the destination is clear.
Ui Styling
Create beautiful, accessible user interfaces with shadcn/ui components (built on Radix UI + Tailwind), Tailwind CSS utility-first styling, and canvas-based visual designs. Use when building user interfaces, implementing design systems, creating responsive layouts, adding accessible components (dialogs, dropdowns, forms, tables), customizing themes and colors, implementing dark mode, generating visual designs and posters, or establishing consistent styling patterns across applications.
Retro
Facilitate a structured sprint retrospective — what went well, what didn't, and prioritized action items with owners and deadlines. Use when running a retrospective, reflecting on a sprint, creating action items from team feedback, or learning how to run effective retros.
Analyze Feature Requests
Analyze and prioritize a list of feature requests by theme, strategic alignment, impact, effort, and risk. Use when reviewing customer feature requests, triaging a backlog, or making prioritization decisions.
Brainstorm Ideas Existing
Brainstorm product ideas for an existing product using multi-perspective ideation from PM, Designer, and Engineer viewpoints. Use when generating new feature ideas, brainstorming solutions for an identified opportunity, or ideating with a product trio.
Brainstorm Ideas New
Brainstorm feature ideas for a new product in initial discovery from PM, Designer, and Engineer perspectives. Use when starting product discovery for a new product, exploring features for a startup idea, or doing initial ideation.
Brainstorm Okrs
Brainstorm team-level OKRs aligned with company objectives — qualitative objectives with measurable key results. Use when setting quarterly OKRs, aligning team goals with company strategy, drafting objectives, or learning how to write effective OKRs.
Cohort Analysis
Perform cohort analysis on user engagement data — retention curves, feature adoption trends, and segment-level insights. Use when analyzing user retention by cohort, studying feature adoption over time, investigating churn patterns, or identifying engagement trends.
Competitive Battlecard
Create sales-ready competitive battlecards comparing your product against a specific competitor — positioning, feature comparison, objection handling, and win/loss patterns. Use when preparing sales teams, creating competitive materials, or responding to 'why not competitor X?'
Growth Loops
Identify growth loops (flywheels) for sustainable traction. Evaluates 5 loop types: Viral, Usage, Collaboration, User-Generated, and Referral. Use when designing growth mechanisms, building product-led traction, or understanding how growth loops work.
Identify Assumptions New
Identify risky assumptions for a new product idea across 8 risk categories including Go-to-Market, Strategy, and Team. Use when evaluating startup risks, assessing a new product concept, or mapping assumptions for a new venture.
Opportunity Solution Tree
Build an Opportunity Solution Tree (OST) to structure product discovery — map a desired outcome to opportunities, solutions, and experiments. Based on Teresa Torres' Continuous Discovery Habits. Use when structuring discovery work, mapping opportunities to solutions, or deciding what to build next.
Prioritization Frameworks
Reference guide to 9 prioritization frameworks with formulas, when-to-use guidance, and templates — RICE, ICE, Kano, MoSCoW, Opportunity Score, and more. Use when selecting a prioritization method, comparing frameworks like RICE vs ICE, or learning how different prioritization approaches work.
Retro
Facilitate a structured sprint retrospective — what went well, what didn't, and prioritized action items with owners and deadlines. Use when running a retrospective, reflecting on a sprint, creating action items from team feedback, or learning how to run effective retros.
Google Mobile Ads Android Migrate To Next Gen
Migrates Android applications from the old, legacy Google Mobile
Google Mobile Ads Get Started
Provides instructions for integrating the Google Mobile Ads (GMA)
Fixing Accessibility
Audit and fix HTML accessibility issues including ARIA labels, keyboard navigation, focus management, color contrast, and form errors. Use when adding interactive controls, forms, dialogs, or reviewing WCAG compliance.
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.