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Popular Data & AI Skills

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

404verified 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.

#1912

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.

Data & AIOpenClaw
#1914

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".

Data & AIOpenClaw
#1916

George

Automate George online banking (Erste Bank / Sparkasse Austria): login/logout, list accounts, and fetch transactions via Playwright.

Data & AIOpenClaw
#1928

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
#1930

Douyin

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

Data & AIOpenClaw
#1932

Moltbook Curator

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

Data & AIOpenClaw
#1935

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
#1941

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.

Data & AIOpenClaw
#1954

Botcoin Miner

Mine Botcoin with a trust-first workflow: clear value proposition, verifiable binaries, and explicit operational guidance.

Data & AIOpenClaw
#1962

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。

Data & AIOpenClaw
#1968

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.

Data & AIOpenClaw
#1970

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
#1976

Flow

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

Data & AIOpenClaw
#1981

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
#1987

Homeassistant N8n Agent

Bridge OpenClaw with your n8n instance for Home Assistant automation.

Data & AIOpenClaw
#1990

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

Data & AIOpenClaw
#1992

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。

Data & AIOpenClaw
#1994

Dashboard

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

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
#2339

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
#2341

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
#2345

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
#2346

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
#2347

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
#2348

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
#2349

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
#2352

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
#2357

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
#2369

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
#2372

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
#2376

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
#2509

Google Mobile Ads Android Migrate To Next Gen

Migrates Android applications from the old, legacy Google Mobile

Data & AIClaude Code
#2511

Google Mobile Ads Get Started

Provides instructions for integrating the Google Mobile Ads (GMA)

Data & AIClaude Code
#2592

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
#2594

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.

Data & AIClaude Code
#2595

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.

Data & AIClaude Code
#2596

Ui Skills Root

Use before UI-related work to select the smallest useful UI Skills context through the ui-skills CLI.

Data & AIClaude Code
#2702

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.

Data & AIClaude Code
#2703

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.

Data & AIClaude Code
#2704

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.

Data & AIClaude Code
#2705

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.

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 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.