Data & AI
Machine Learning, Data Science, and AI development skills
22656 skills in this category
Subcategories
orquestrador-tarefas
Orquestrador de tarefas que coordena agentes especializados. Ativado automaticamente quando um plano de tarefa é aprovado pelo usuário ou quando o usuário fala "orquestre a tarefa", "orquestrar tarefa", "inicie a orquestração". NÃO ativar no modo plano. Delega para dev-executor-senior-enterprise (implementação), playwright-manual-tester (testes manuais) e qa-architect-senior (testes em escala). NUNCA executa tarefas diretamente - apenas orquestra.
quality-assurance
Ensure quality through testing, documentation, and security audits. Use when asked to add tests, improve test coverage, update documentation, write docs, security audit, review safety rules, or verify protected paths are not touched.
claude-settings-expert
Expert on Claude Code settings.json configuration, permissions, sandbox, environment variables, and settings hierarchy. Triggers when user mentions settings.json, permissions, allow rules, deny rules, sandbox, hooks configuration, or settings precedence.
psake
PowerShell build automation tool for creating task-based build scripts. Use when Claude needs to create, modify, or troubleshoot psake build scripts (psakefile.ps1), automate builds for .NET/Node.js/Docker projects, set up CI/CD pipelines with psake (GitHub Actions, Azure Pipelines, GitLab CI), or work with PowerShell-based build automation. Triggers include mentions of psake, psakefile, PowerShell build scripts, Invoke-psake, or build task dependencies.
notebook-debug
This skill should be used when the user asks to "debug notebook", "inspect notebook outputs", "find notebook error", "read traceback from ipynb", "why did notebook fail", or needs to understand runtime errors in executed Jupyter notebooks from any source (marimo, jupytext, papermill).
result-types
Never throw for expected failures. Use Result<T, E> types with explicit error handling and workflow composition.
campaign-video-script
Produces a high-conversion crowdfunding video script outline and copy with hook, problem, mechanism, proof, offer, CTA.
whisper-transcribe
Transcribes audio and video files to text using OpenAI's Whisper CLI with contextual grounding.Converts audio/video to text, transcribes recordings, and creates transcripts from media files.Use when asked to "whisper transcribe", "transcribe audio", "convert recording to text", or"speech to text". Uses markdown files in the same directory as context to improve transcriptionaccuracy for technical terms, proper nouns, and domain-specific vocabulary.
web-search
Search the web for up-to-date information using GPT-5.2 with web search and high reasoning. Prefer this over webfetch when you need to research complex queries, find current info across multiple sources, get recent news, up-to-date documentation, or verify facts that may have changed since your training cutoff. Returns cited sources.
evaluating-skills-with-models
Evaluate skills by executing them across sonnet, opus, and haiku models using sub-agents. Use when testing if a skill works correctly, comparing model performance, or finding the cheapest compatible model. Returns numeric scores (0-100) to differentiate model capabilities.
home-organization
Decision framework for choosing between 3D-printed home organization systems (Gridfinity, OpenGrid, Neogrid, French Cleat, Underware, Deskware). Provides interpretive guidance on system selection based on item size, mounting surface, and use case. Use when users ask which organization system to recommend or need help choosing between modular storage options.
frontend-design-standards
Use when generating React/TypeScript UI components, forms, layouts, or pages - prevents generic AI aesthetic, enforces accessibility, semantic HTML, theme compliance, minimum text sizes, proper states, and brand differentiation
cloudflare-documentation-search
This skill should be used when the user asks about "Cloudflare", "Workers", "Pages", "R2", "D1", "KV", "Durable Objects", "Queues", "Vectorize", "AI Gateway", "Hyperdrive", "Cloudflare API", "Wrangler", "Cloudflare documentation", "how to deploy to Cloudflare", "Cloudflare best practices", "Cloudflare pricing", "Cloudflare limits".
opencode-plugin
Hybrid skill for OpenCode plugin development - behavioral patterns for agents and technical reference for humans
cascade-orchestrator
Creates sophisticated workflow cascades coordinating multiple micro-skills with sequential pipelines, parallel execution, conditional branching, and Codex sandbox iteration. Enhanced with multi-model routing (Gemini/Codex), ruv-swarm coordination, memory persistence, and audit-pipeline patterns for production workflows.
integration
Integrate cadrianmae marketplace plugins into CLAUDE.md. Scans installed plugins and generates documentation section listing available skills and commands. User chooses between user-level (global) or project-level (current project only) integration.
moai-baas-cloudflare-ext
Enterprise Cloudflare Edge Platform with AI-powered edge computing architecture, Context7 integration, and intelligent global orchestration for scalable modern applications
reviewer
Rev - Senior Full-Stack Code Reviewer with 12+ years experience in Java/Kotlin and TypeScript/React. Use when reviewing code quality, checking security vulnerabilities, validating style compliance, running static analysis tools, or ensuring test coverage. Also responds to 'Rev' or /rev command.
open-deep-research-team
Sophisticated multi-agent AI research system that conducts comprehensive, academic-quality research on complex topics through orchestrated specialist agents. Use for deep research requiring academic, technical, and data-driven perspectives with quality assurance and comprehensive reporting.
supabase-migration
Safe database migration creation and management for Supabase PostgreSQL