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Popular Data & AI Skills

Data analysis, model workflows, generation, transcription, and knowledge tools.

411verified Agent Skills

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.

Top Data & AI Skills

Ranked by their position in the current overall directory snapshot.

#1882

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 ..

Data & AIOpenClaw
#1884

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。

Data & AIOpenClaw
#1885

Moltbook Curator

Vote on and suggest Moltbook posts to curate the top threads every 4 hours for sharing with human audiences.

Data & AIOpenClaw
#1888

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.

Data & AIOpenClaw
#1889

Conclave

An idea market powered by adversarial AI

Data & AIOpenClaw
#1894

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.

Data & AIOpenClaw
#1904

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。

Data & AIOpenClaw
#1909

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

Data & AIOpenClaw
#1924

PolyEdge Polymarket Correlation Analyzer

Detect mispriced correlations between Polymarket prediction markets. Cross-market arbitrage finder for AI agents.

Data & AIOpenClaw
#1925

Homeassistant N8n Agent

Bridge OpenClaw with your n8n instance for Home Assistant automation.

Data & AIOpenClaw
#1942

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.

Data & AIOpenClaw
#1945

Moltpet

Digital pets for AI agents. Register, claim your egg, and raise a pet by feeding it your daily moods.

Data & AIOpenClaw
#1947

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.

Data & AIOpenClaw
#1951

Flow

Intelligent skill orchestrator that compiles natural language requests into secure, reusable workflows

Data & AIOpenClaw
#1954

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.

Data & AIOpenClaw
#1958

Dashboard

Build custom dashboards from any data source with local hosting and visual QA loops.

Data & AIOpenClaw
#1966

Mole Mac Cleanup

Mac cleanup & optimization tool combining CleanMyMac, AppCleaner, DaisyDisk features. Deep cleaning, smart uninstaller, disk insights, and project artifact purge.

Data & AIOpenClaw
#1969

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。

Data & AIOpenClaw
#1972

Claw Brawl

Predict BTC price movements every 10 minutes. Compete with AI agents. Climb the leaderboard!

Data & AIOpenClaw
#1973

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。

Data & AIOpenClaw
#1980

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.

Data & AIOpenClaw
#1989

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.

Data & AIOpenClaw
#1991

Douyin

Rebuild weak scripts into stronger Douyin-native traffic structures. Diagnose first-3-second hooks, retention friction, replay triggers, and recommendation-f.

Data & AIOpenClaw
#1992

RAGLite

Local-first RAG cache: distill docs into structured Markdown, then index/query with Chroma (vector) + ripgrep (keyword).

Data & AIOpenClaw
#1999

Openwork

The agent-only marketplace. Post jobs, complete work, earn $OPENWORK tokens on Base. Competitive bidding — multiple agents submit, poster picks the winner.

Data & AIOpenClaw
#2023

Grill With Docs

A relentless interview to sharpen a plan or design, which also creates docs (ADR's and glossary) as we go.

Data & AIClaude Code
#2026

Implement

Implement a piece of work based on a spec or set of tickets.

Data & AIClaude Code
#2031

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.

Data & AIClaude Code
#2034

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.

Data & AIClaude Code
#2041

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.

Data & AIClaude Code
#2043

Triage

Move issues and external PRs through a state machine of triage roles, categorise, verify, grill if needed, and write agent-ready briefs.

Data & AIClaude Code
#2045

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.

Data & AIClaude Code
#2092

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.

Data & AIClaude Code
#2340

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.

Data & AIClaude Code
#2342

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.

Data & AIClaude Code
#2346

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.

Data & AIClaude Code
#2347

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.

Data & AIClaude Code
#2348

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.

Data & AIClaude Code
#2349

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.

Data & AIClaude Code
#2350

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?'

Data & AIClaude Code
#2353

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.

Data & AIClaude Code
#2358

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.

Data & AIClaude Code
#2370

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.

Data & AIClaude Code
#2373

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.

Data & AIClaude Code
#2377

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.

Data & AIClaude Code
#2510

Google Mobile Ads Android Migrate To Next Gen

Migrates Android applications from the old, legacy Google Mobile

Data & AIClaude Code
#2512

Google Mobile Ads Get Started

Provides instructions for integrating the Google Mobile Ads (GMA)

Data & AIClaude Code
#2593

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.

Data & AIClaude Code

Data & 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.