AI Ml AI Skills
14,875 open-source AI Ml AI skills that teach any AI model a new workflow.
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Goals
Create, list, update, and complete goals, milestones, and tasks with hierarchical tracking
Chief Finance
Chief Financial Officer (CFO) orchestrator for financial modeling, fundraising strategy, cash management, financial controls, board reporting, and unit economics governance. Orchestrates…
Hidden Claude
A skill shipped under .claude/skills, discoverable only via recursive scanning.
Capacitor Mcp
Guides the agent through connecting an MCP client to the hosted, unofficial Capacitor MCP server by Capawesome, which serves the official Capacitor documentation for v8, v7, v6 and next, the official…
Ai System Inventory
Use this skill when a company needs to know what AI it builds, buys or uses, before an AI governance programme, an AI regulation review or a customer questionnaire, and asks "list our AI systems",…
Saft Review
SAFT (Simple Agreement for Future Tokens) review and advisory skill for crypto founders, token issuers, and investors. Use when user (1) uploads a SAFT/token warrant for review, (2) asks questions…
Codex Cancel
Cancel an active background Codex job.
Spritecook Use Presets
Use SpriteCook saved presets through MCP. Use when the user explicitly asks to use a preset, refers to one of their saved SpriteCook presets, asks for the same style/settings as a saved preset, or…
Github
Interact with GitHub using gh CLI for issues, pull requests, checks, workflow runs, and API queries.
Context Optimizer
上下文优化专家。专注于长对话中的上下文管理、token 效率和性能优化。解决 lost-in-middle、context poisoning 等问题,提升 AI 代理在复杂任务中的表现。
Handoff
Prepare UX work for engineering by preserving user intent, behavior, states, design-system usage, accessibility requirements, dependencies, acceptance behavior, and unresolved questions. Use when a…
Training
Workshop, training, and onboarding decks. Approachable, instructional, scaffolded. Use when the user asks for 'training deck', 'workshop', 'onboarding deck', 'L&D', 'tutorial', 'how-to deck',…
Empty States
Empty, loading, and error-state design. Use for first-run screens, zero results, empty lists/tables/dashboards, loading skeletons, offline/permission errors, retries, layout stability, and state copy.
Ui Design Direction
Creates a distinctive visual and interaction direction for a web or mobile product before implementation.
Frame Data Chart Nyt
NYT-Style Data Chart Frame (Open Design) — use only when explicitly invoked, not for general design requests
Interaction Designer
Design and review interaction mechanics for product flows. Use for feedback, state transitions, recovery, previews, confirmations, loading behavior, and context-preserving interactions.
Git Pr
Push the branch and create a PR with a compact generated summary
Deslop
Diff-scoped AI-slop cleanup pass: strip comment slop, defensive-check slop, type-laundering, and style drift from the current branch diff before autoreview.
Test Driven Development
Use when implementing any feature or bugfix, before writing implementation code
Brand Discovery
Use when a brand needs to discover or articulate its identity through structured multi-session interviews. Covers purpose, positioning, audience, personality, voice, narrative, and founder-brand…
Hyperliquid
Hyperliquid market data, account history, trade review.
Thinking Out Loud
A contract for what the agent does when a long, messy, stream-of-consciousness ramble arrives (usually voice dictation): act on nothing until the echo brief is approved. The echo audits the entire…
Caveman Explore
Read-only repository explorer for cold-start orientation, broad cross-file localization, or when a direct search failed. Skip it when the exact file or symbol is already named. Returns path:line…
Ccs Align
Run the CCS Align seat's hourly breathing cycle — prove the local claude-mem worker is healthy, pull needle observations through search → timeline → get_observations, land them in a seat-owned middle…
Hyperframes Registry
About 450 ready-made HyperFrames blocks and components installed as editable source - transitions, overlays, titles, kinetic type, captions, charts, map overlays, 3D, camera moves. Use it before…
Openspec Ff Change
Fast-forward through OpenSpec artifact creation. Use when the user wants to quickly create all artifacts needed for implementation without stepping through each one individually. Also use when the…
Senpi Qa
QA the omo Senpi adapter (packages/omo-senpi, packages/senpi-task) against the REAL senpi binary in strict isolation, and write every artifact to the one canonical evidence path…
Bfl Api
BFL FLUX API integration guide covering endpoints, async polling patterns, rate limiting, error handling, webhooks, and regional endpoints with Python and TypeScript code examples.
Skill Catalog Builder
Build a bounded Agent Skill catalog across explicit discovery scopes and report collisions before loading instruction bodies.
Bmad Agent Ux Designer
UX designer and UI specialist. Use when the user asks to talk to Sally or requests the UX designer
Llm Security
Use for authorized security assessment of LLM applications and AI agents, including prompt injection, tool abuse, RAG exposure, memory poisoning, and model supply-chain risks.
Build Evidence Map
Build an auditable evidence map for a contested technical choice, research synthesis, proposal review, or consequential decision. Use when Copilot must preserve supporting, contradicting, qualifying,…
Analyzing Tls Certificate Transparency Logs
Queries Certificate Transparency logs via crt.sh and pycrtsh to detect phishing domains, unauthorized certificate issuance, and shadow IT. Monitors newly issued certificates for typosquatting and…
Officecli Xlsx
Use this skill any time a .xlsx file is involved -- as input, output, or both. This includes: creating spreadsheets, financial models, dashboards, or trackers; reading, parsing, or extracting data…
Cognee Integrations
Use when the user wants to connect cognee to external services — switching LLM or embedding providers (OpenAI, Azure, Gemini, Anthropic, Ollama, OpenRouter), changing databases (Postgres, PGVector,…
Dial Cli
Reference for the `dial` CLI — gives you a real phone number to send SMS, place AI voice calls, and receive inbound texts/codes via the Dial platform (getdial.ai). Use when the user mentions phones,…
Competitor Analysis
Analyze competitors in a given market segment. Trigger on: competitive landscape, competitor analysis, market comparison, competitive positioning.
Dataviz
Design guidance for charts, graphs, dashboards, maps, and data visualizations, including a local palette validator.
Screenpipe Incident Timeline
Reconstruct a bounded incident timeline and separate observed events from suspected causes.
BrightData
4-tier progressive web scraping that auto-escalates WebFetch to curl to Interceptor to Bright Data proxy for bot detection and CAPTCHAs, with single-URL and multi-page crawl modes, output as markdown.…
Iii Error Handling
Handle iii engine and SDK errors across Node, Python, Rust, and browser workers. Use when interpreting error codes, retryability, RBAC denial, timeouts, handler failures, or SDK-specific exception…
Idea Discovery Robot
Workflow 1 adaptation for robotics and embodied AI. Orchestrates robotics-aware literature survey, idea generation, novelty check, and critical review to go from a broad robotics direction to…
Seo Unlighthouse
Multi-page Lighthouse audit via the MIT-licensed Unlighthouse CLI. Free-tier alternative to running PageSpeed against every URL on a site, no API quota burn, runs locally.
Kubesphere Devops Pipeline
Use when creating, running, or managing CI/CD pipelines in KubeSphere DevOps, including pipeline API operations and run monitoring
Industry Research
AI Berkshire skill: 行业投资研究:产业链全景扫描 + 四大师个股分析框架. Source: skills/industry-research.md.
Web3 Case Study Role Misconfig
Case study - role misconfiguration bug class applied to a yield aggregator protocol. Use as a template for applying all 10 bug classes to a single target.
Stable Diffusion Image Generation
State-of-the-art text-to-image generation with Stable Diffusion models via HuggingFace Diffusers. Use when generating images from text prompts, performing image-to-image translation, inpainting, or…
Llm
Guidelines for implementing LLM (Language Model) functionality in the application
Deep Research
Run multi-round searches with cross-checking and produce a research report with cited sources, delivered as a Word document
Inkos Story Cover
根据作品、平台与用户视觉要求设计或生成封面。Use for story-cover direction and confirmed cover generation.
Learning Opportunities
Facilitates deliberate skill development during AI-assisted coding. Offers interactive learning exercises after architectural work (new files, schema changes, refactors). Use when completing features,…

