AI Ml AI Skills
14,875 open-source AI Ml AI skills that teach any AI model a new workflow.
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Claw Mo Setup
Configure mo markdown viewer for the current project. Use when the user wants to set up doc watching, configure mo patterns, initialize claw-mo for a project, or set up markdown viewer groups.
Skills Visibility
Publish a catalog of agent skills and make it discoverable to AI coding agents and their installers — the way evilmartians.com/agent-skills does. Use this whenever the user wants to publish,…
Pricing Strategy
Guide users through defining their pricing strategy for an AI product or SaaS. Covers billing model selection (usage-based, subscription, hybrid), subscription tier pricing, credit/overage costs,…
Coding Agent
Orchestrate coding work with ClawLite sessions/subagents and patch tooling for multi-step implementation flows.
Hypothesis
Generates falsifiable, testable research hypotheses from notes, documents, and research content. Use when the user asks to brainstorm hypotheses, generate research questions, identify testable…
Auto Test Skill
当用户明确要求测试 Skill、运行 auto-test 或对 Skill 进行批判性测试时使用。系统化发现、记录并验证 Skill 问题。⚠️ 不适用:用户只是想开发或优化 Skill,或没有明确测试意图。
Clear
Rewrite UX, product, research, handoff, ticket, or engineering-facing content so it reads like a capable human practitioner wrote it. Use when generated or existing content is bloated, robotic,…
Fixing Metadata
Audit and fix HTML metadata including page titles, meta descriptions, canonical URLs, Open Graph tags, Twitter cards, favicons, JSON-LD structured data, and robots directives. Use when adding SEO…
Typescript Expert
TypeScript and JavaScript expert with deep knowledge of type-level programming, performance optimization, monorepo management, migration strategies, and modern tooling.
Kanagi
Workshop-specimen language for a heritage Japanese blade maker selling craft to professional buyers. Plaster ground, graphite ink, one oxide-red seal. Use for craft-heritage launch and distribution…
Uxui Evaluator
Evaluate interface descriptions against 195 research-backed UX/UI principles. Returns structured findings with severity, remediation, and business impact. API key optional — enriched output requires…
Reality Skill
Converts demo UIs into believable, end-to-end product workflows. Use when building, reviewing, or finishing apps, dashboards, CRUD flows, forms, onboarding, checkout, settings, auth-like surfaces,…
Dg Generate
Generate a screen using Google Stitch or Claude Code from a text description. Use when the user wants to create a new web page, landing page, dashboard, pricing page, about page, or any UI design.…
Color System
OKLCH color-system guidance for cohesive palettes and contrast-safe tokens. Use when choosing colors, generating ramps, fixing muddy palettes, creating semantic state colors, checking WCAG contrast,…
Zack Hero And Pricing
首屏与价格页——决定官网转化的两屏。包含首屏形式选择、标题约束、CTA 层级、证据条、价格档位设计、锚定、对比表和价格数字排版。当新建落地页/官网/SaaS 营销页,或转化率低、访客不往下滚、价格页没人下单时使用。
Flow Checkout
Use when designing, building, or reviewing any checkout, cart, payment, or purchase flow — e-commerce carts, one-off purchases, donation forms, in-app buying. Also use when users report cart…
Ui Cinematic Motion
Choreographs high-end cinematic transitions, full-screen reveals, and staged motion hierarchies for hero and flagship sections.
Data Report
Data Visualization Report (Open Design) — use only when explicitly invoked, not for general design requests
Design Evidence Researcher
Collect primary-source and product-behavior evidence for AI Design Context. Use before proposing rules, patterns, prompts, or skills when a design topic lacks observations, research, traceable…
Component Audit
Find reusable components with compact output before UI work
Channel Message Flows
Use when running QA Lab channel message flow evidence.
Finishing A Development Branch
Use when implementation is complete, all tests pass, and you need to decide how to integrate the work
Mcp Dependency Review
Statically review MCP configuration for mutable package references before approval or CI, without executing discovered MCP servers. Use when reviewing .mcp.json, Cursor, VS Code, Claude, Windsurf, or…
Dynamic Workflow
Plan-in-code fan-outs, adversarial verification, waves.
Firecrawl Build
Integrate Firecrawl into application code whenever a product, agent, or workflow needs web data inside the app — web search, live search results, page scraping, structured extraction, or browser…
How To Write Component
Use when implementing or refactoring React/TypeScript components and the task requires decisions about component ownership, feature boundaries, state, data flow, effects, or interaction ownership. Do…
Ponytail Review
Code review focused exclusively on over-engineering. Finds what to delete: reinvented standard library, unneeded dependencies, speculative abstractions, dead flexibility. One line per finding:…
Commit Archaeologist
Reconstructs why code exists from local git history, including the introducing commit, later changes, current authors, repeated companion files, and likely intent. Use when the user asks "why does…
Remote Browser
Controls an isolated Browser Use Cloud browser from a sandboxed machine with the current Browser Use CLI.
Caveman Stats
Show recorded output and cache-read token usage and mode attribution for the current Claude Code session, or locate the host's native usage report. Trigger: /caveman-stats.
Host Observer
Use this when fulfilling claude-mem observer jobs on Grok Bot: reply only skip_summary or one full observation XML, never prose.
Academic Paper Review
Use this skill when the user requests to review, analyze, critique, or summarize academic papers, research articles, preprints, or scientific publications. Supports comprehensive structured reviews…
Glass Shard Title
Glass shards fly in through fog and tile themselves into the headline. HyperFrames block, 1920×1080, 12.16s, 19 variables.
Openspec Apply Change
Implement tasks from an OpenSpec change. Use when the user wants to start implementing, continue implementation, or work through tasks. Also use when the user says "openspec apply", "opsx apply", or…
Opencode Qa
QA opencode itself, per case: verify the CLI/terminal (opencode run, db, serve, export), prove a specific plugin hook/action/event fired via the SSE event stream, smoke-test the TUI under tmux, and…
Release Review
Review Orchard deployment manifests
Weather Fetcher
Instructions for fetching current weather temperature data for Dubai, UAE from Open-Meteo API
Atlas Cloud
Generate or edit images and videos through the Atlas Cloud gateway. Use for Atlas-hosted Seedance 2.5/2.0, Gemini Omni Flash, MiniMax H3, Seedream 5.0, GPT Image 2, Nano Banana 2, or when one…
Find Docs
Retrieves up-to-date documentation, API references, and code examples for any developer technology. Use this skill whenever the user asks about a specific library, framework, SDK, CLI tool, or cloud…
Bmad Advanced Elicitation
Push the LLM to reconsider, refine, and improve its recent output. Use when user asks for deeper critique or mentions a known deeper critique method, e.g. socratic, first principles, pre-mortem, red…
Jobnet Search
Make sure to use this skill whenever the user mentions anything related to Danish job searching, job listings, job vacancies, employment opportunities in Denmark, or the Danish government job portal —…
Resume Bullet Writer
Turns resume duties into truthful impact bullets. Questions the user role by role to dig out achievements, asks for real numbers or honest ranges (never invents them), and writes concise bullets in…
Breakdown Feature Prd
Prompt for creating Product Requirements Documents (PRDs) for new features, based on an Epic.
Officecli Docx
Use this skill any time a .docx file is involved -- as input, output, or both. This includes: creating Word documents, reports, letters, memos, or proposals; reading, parsing, or extracting text from…
Cognee Docker
Use when the user wants to run cognee with Docker or docker compose — trying it out from the prebuilt image, starting the API server in a container, or bringing up the full stack (UI, MCP, Postgres,…
Desktop Brand Builder
Generate a branded Qwen Code desktop package from the Tauri desktop shell using a minimal brandId and logo. Use when the user wants a custom, white-label, or rebranded desktop client, installer,…
Repomix Explorer
Analyze or explore a codebase (remote or local repository) by packing it with the Repomix CLI, then reading and searching the generated output. Use when the user wants a high-level understanding of an…
Jq
Use when the user needs to query, filter, reshape, extract, create, or construct JSON data — including API responses, config files, log output, or any structured data — or when helping the user write…
Screenpipe Tauri
Add or change Tauri commands and TypeScript bindings in the screenpipe desktop app. Use when editing
Neat Freak
Knowledge and governance closeout: reconcile project docs, rule files (CLAUDE.md/AGENTS.md), authorized agent memory, and workspace residue with what the code and runtime actually do, so the next…
Art
Static visual content across 20+ formats — diagrams, mermaid, infographics, D3 dashboards, comics, icons, wallpaper — via Nano Banana Pro (default), Nano Banana, and Flux. USE WHEN art, illustration,…

