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.
IBKR Trading
Interactive Brokers (IBKR) trading automation via Client Portal API. Use when setting up IBKR account access, authenticating sessions, checking portfolio/positions, or building trading bots. Handles IBeam automated login with IBKR Key 2FA.
PM Toolkit Excalidraw "Messy Thoughts" To "Visual Spec" In 30 Seconds.
Visualizes Product Manager thoughts (Why, What, How, User Journey) into an editable Excalidraw diagram. Use when the user asks to "visualize specs", "create a PM diagram", or "map out product thoughts".
George
Automate George online banking (Erste Bank / Sparkasse Austria): login/logout, list accounts, and fetch transactions via Playwright.
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.
Douyin
Rebuild weak scripts into stronger Douyin-native traffic structures. Diagnose first-3-second hooks, retention friction, replay triggers, and recommendation-f.
Moltbook Curator
Vote on and suggest Moltbook posts to curate the top threads every 4 hours for sharing with human audiences.
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 ..
THE FLIP
$1 USDC entry. Pick 20 predictions. All 20 coins flip at once each round. Match the first 14 to win the entire jackpot. Live on Solana devnet.
Botcoin Miner
Mine Botcoin with a trust-first workflow: clear value proposition, verifiable binaries, and explicit operational guidance.
流体网络求解器
流体网络求解与分析工具。输入TOML格式的网络描述,计算压力流量分布,分析负载状态和连通性。 Use when: 需要分析液压、环控、化工等流体网络系统的工况。 NOT for: 瞬态流动分析、可压缩流体。
Habit Flow
AI-powered atomic habit tracker with natural language logging, streak tracking, smart reminders, and coaching. Use for creating habits, logging completions naturally ("I meditated today"), viewing progress, and getting personalized coaching.
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。
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.
Homeassistant N8n Agent
Bridge OpenClaw with your n8n instance for Home Assistant automation.
Pc368 Filter Analyzer
打开PC368网站抓取开奖数据,按尾数匹配筛选,排除三重/三连号,统计占比与计算盈亏
Ai Evolution Engine V2
AI自我进化引擎 - 基于SEA循环(Sense-Evolve-Act)的AI成长系统。自我评估、学习引擎、进化机制、协作学习、安全保障。
Dashboard
Build custom dashboards from any data source with local hosting and visual QA loops.
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.
Fixing Motion Performance
Audit and fix animation performance issues including layout thrashing, compositor properties, scroll-linked motion, and blur effects. Use when animations stutter, transitions jank, or reviewing CSS/JS animation performance.
Improve Ui
Audit an existing product surface against its own design evidence, identify verified UI problems, and write self-contained implementation plans for another agent. Strictly read-only on product source. Use when asked to review, refine, improve, or clean up an interface without replacing its identity; investigate design-system drift; or prepare a design handoff.
Ui Skills Root
Use before UI-related work to select the smallest useful UI Skills context through the ui-skills CLI.
Threejs Animation
Three.js animation - keyframe animation, skeletal animation, morph targets, animation mixing. Use when animating objects, playing GLTF animations, creating procedural motion, or blending animations.
Threejs Fundamentals
Three.js scene setup, cameras, renderer, Object3D hierarchy, coordinate systems. Use when setting up 3D scenes, creating cameras, configuring renderers, managing object hierarchies, or working with transforms.
Threejs Geometry
Three.js geometry creation - built-in shapes, BufferGeometry, custom geometry, instancing. Use when creating 3D shapes, working with vertices, building custom meshes, or optimizing with instanced rendering.
Threejs Interaction
Three.js interaction - raycasting, controls, mouse/touch input, object selection. Use when handling user input, implementing click detection, adding camera controls, or creating interactive 3D experiences.
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 Evolver, 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.