Skills（SKILL.md）は、AIエージェント（Claude Code、Cursor、Codexなど）に特定の能力を追加するための設定ファイルです。
詳しく見る →Plotly workflow skill. Use this skill when the user needs Interactive visualization library. Use when you need hover info, zoom, pan, or web-embeddable charts. Best for dashboards, exploratory analysis, and presentations. For static publication figures use matplotlib or scientific-visualization and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Production Code Audit workflow skill. Use this skill when the user needs Autonomously deep-scan entire codebase line-by-line, understand architecture and patterns, then systematically transform it to production-grade, corporate-level professional quality with optimizations and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Progressive Estimation workflow skill. Use this skill when the user needs Estimate AI-assisted and hybrid human+agent development work with research-backed PERT statistics and calibration feedback loops and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Prometheus Configuration workflow skill. Use this skill when the user needs Complete guide to Prometheus setup, metric collection, scrape configuration, and recording rules and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
React UI Patterns workflow skill. Use this skill when the user needs Modern React UI patterns for loading states, error handling, and data fetching. Use when building UI components, handling async data, or managing UI states and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Risk Metrics Calculation workflow skill. Use this skill when the user needs Calculate portfolio risk metrics including VaR, CVaR, Sharpe, Sortino, and drawdown analysis. Use when measuring portfolio risk, implementing risk limits, or building risk monitoring systems and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
sankhya-dashboard-html-jsp-custom-best-pratices workflow skill. Use this skill when the user needs This skill should be used when the user asks for patterns, best practices, creation, or fixing of Sankhya dashboards using HTML, JSP, Java, and SQL and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
scala-pro workflow skill. Use this skill when the user needs Master enterprise-grade Scala development with functional programming, distributed systems, and big data processing. Expert in Apache Pekko, Akka, Spark, ZIO/Cats Effect, and reactive architectures and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Scanpy: Single-Cell Analysis workflow skill. Use this skill when the user needs Scanpy is a scalable Python toolkit for analyzing single-cell RNA-seq data, built on AnnData. Apply this skill for complete single-cell workflows including quality control, normalization, dimensionality reduction, clustering, marker gene identification, visualization, and trajectory analysis and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Scikit-learn workflow skill. Use this skill when the user needs Machine learning in Python with scikit-learn. Use for classification, regression, clustering, model evaluation, and ML pipelines and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Seaborn Statistical Visualization workflow skill. Use this skill when the user needs Seaborn is a Python visualization library for creating publication-quality statistical graphics. Use this skill for dataset-oriented plotting, multivariate analysis, automatic statistical estimation, and complex multi-panel figures with minimal code and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Secrets Management workflow skill. Use this skill when the user needs Secure secrets management practices for CI/CD pipelines using Vault, AWS Secrets Manager, and other tools and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
seo-content-refresher workflow skill. Use this skill when the user needs Identifies outdated elements in provided content and suggests updates to maintain freshness. Finds statistics, dates, and examples that need updating. Use PROACTIVELY for older content and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Technical SEO Audit workflow skill. Use this skill when the user needs Audit technical SEO across crawlability, indexability, security, URLs, mobile, Core Web Vitals, structured data, JavaScript rendering, and related platform signals like robots.txt and AI crawler access and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Shopify Development Skill workflow skill. Use this skill when the user needs Build Shopify apps, extensions, themes using GraphQL Admin API, Shopify CLI, Polaris UI, and Liquid and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
SQL Optimization Patterns workflow skill. Use this skill when the user needs Transform slow database queries into lightning-fast operations through systematic optimization, proper indexing, and query plan analysis and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Stability AI \u2014 Gerador de Imagens Profissional workflow skill. Use this skill when the user needs Geracao de imagens via Stability AI (SD3.5, Ultra, Core). Text-to-image, img2img, inpainting, upscale, remove-bg, search-replace. 15 estilos artisticos and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Statsmodels: Statistical Modeling and Econometrics workflow skill. Use this skill when the user needs Statsmodels is Python's premier library for statistical modeling, providing tools for estimation, inference, and diagnostics across a wide range of statistical methods and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Stitch Design Taste \u2014 Semantic Design System Skill workflow skill. Use this skill when the user needs generating Google Stitch DESIGN.md systems for premium typography, color, layout, motion intent, and anti-generic UI rules and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
SymPy - Symbolic Mathematics in Python workflow skill. Use this skill when the user needs SymPy is a Python library for symbolic mathematics that enables exact computation using mathematical symbols rather than numerical approximations and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Three.js Fundamentals workflow skill. Use this skill when the user needs 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 and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Three.js Loaders workflow skill. Use this skill when the user needs Three.js asset loading - GLTF, textures, images, models, async patterns. Use when loading 3D models, textures, HDR environments, or managing loading progress and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Three.js Skills workflow skill. Use this skill when the user needs Create 3D scenes, interactive experiences, and visual effects using Three.js. Use when user requests 3D graphics, WebGL experiences, 3D visualizations, animations, or interactive 3D elements and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Transformers.js - Machine Learning for JavaScript workflow skill. Use this skill when the user needs Run Hugging Face models in JavaScript or TypeScript with Transformers.js in Node.js or the browser and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Turborepo Caching workflow skill. Use this skill when the user needs Configure Turborepo for efficient monorepo builds with local and remote caching. Use when setting up Turborepo, optimizing build pipelines, or implementing distributed caching and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
tutorial-engineer workflow skill. Use this skill when the user needs Creates step-by-step tutorials and educational content from code. Transforms complex concepts into progressive learning experiences with hands-on examples and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Unsplash Integration Skill workflow skill. Use this skill when the user needs Integration skill for searching and fetching high-quality, free-to-use professional photography from Unsplash and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
UX Feedback workflow skill. Use this skill when the user needs Add loading, empty, error, and success feedback states to StyleSeed components and pages with practical mobile-first rules and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Vexor CLI Skill workflow skill. Use this skill when the user needs Semantic file discovery via vexor. Use whenever locating where something is implemented/loaded/defined in a medium or large repo, or when the file location is unclear. Prefer this over manual browsing and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Vizcom Skill workflow skill. Use this skill when the user needs AI-powered product design tool for transforming sketches into full-fidelity 3D renders and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Voice AI Engine Development workflow skill. Use this skill when the user needs Build real-time conversational AI voice engines using async worker pipelines, streaming transcription, LLM agents, and TTS synthesis with interrupt handling and multi-provider support and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Web Scraper workflow skill. Use this skill when the user needs Web scraping inteligente multi-estrategia. Extrai dados estruturados de paginas web (tabelas, listas, precos). Paginacao, monitoramento e export CSV/JSON and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Webflow Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Webflow CMS collections, site publishing, page management, asset uploads, and ecommerce orders via Rube MCP (Composio). Always search tools first for current schemas and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
X (Twitter) Scraper \u2014 Xquik workflow skill. Use this skill when the user needs X (Twitter) data platform skill \u2014 tweet search, user lookup, follower extraction, engagement metrics, giveaway draws, monitoring, webhooks, 19 extraction tools, MCP server and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
YANN LECUN \u2014 M\u00d3DULO DE DEBATES E POSI\u00c7\u00d5ES v3.0 workflow skill. Use this skill when the user needs Sub-skill de debates e posi\u00e7\u00f5es de Yann LeCun. Cobre cr\u00edticas t\u00e9cnicas detalhadas aos LLMs, rivalidades intelectuais (LeCun vs Hinton, Sutskever, Russell, Yudkowsky, Bostrom), lista completa de rejei\u00e7\u00f5es a afirma\u00e7\u00f5es mainstream, posi\u00e7\u00e3o sobre risco existencial de IA, e t\u00e9cnicas de debate ao vivo and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
YANN LECUN \u2014 M\u00d3DULO FILOS\u00d3FICO E PEDAG\u00d3GICO v3.0 workflow skill. Use this skill when the user needs Sub-skill filos\u00f3fica e pedag\u00f3gica de Yann LeCun and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
YANN LECUN \u2014 M\u00d3DULO T\u00c9CNICO v3.0 workflow skill. Use this skill when the user needs Sub-skill t\u00e9cnica de Yann LeCun. Cobre CNNs, LeNet, backpropagation, JEPA (I-JEPA, V-JEPA, MC-JEPA), AMI (Advanced Machinery of Intelligence), Self-Supervised Learning (SimCLR, MAE, BYOL), Energy-Based Models (EBMs) e c\u00f3digo PyTorch completo and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
ADHX - X/Twitter Post Reader workflow skill. Use this skill when the user needs Fetch any X/Twitter post as clean LLM-friendly JSON. Converts x.com, twitter.com, or adhx.com links into structured data with full article content, author info, and engagement metrics. No scraping or browser required and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
AI Agent Development Workflow workflow skill. Use this skill when the user needs AI agent development workflow for building autonomous agents, multi-agent systems, and agent orchestration with CrewAI, LangGraph, and custom agents and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
AI Agent Development Workflow workflow skill. Use this skill when the user needs AI agent development workflow for building autonomous agents, multi-agent systems, and agent orchestration with CrewAI, LangGraph, and custom agents and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
AI/ML Workflow Bundle workflow skill. Use this skill when the user needs AI and machine learning workflow covering LLM application development, RAG implementation, agent architecture, ML pipelines, and AI-powered features and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
AI/ML Workflow Bundle workflow skill. Use this skill when the user needs AI and machine learning workflow covering LLM application development, RAG implementation, agent architecture, ML pipelines, and AI-powered features and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
AMAZON ALEXA \\u2014 Voz Inteligente com Claude workflow skill. Use this skill when the user needs Integracao completa com Amazon Alexa para criar skills de voz inteligentes, transformar Alexa em assistente com Claude como cerebro (projeto Auri) e integrar com AWS ecosystem (Lambda, DynamoDB, Polly, Transcribe, Lex, Smart Home) and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
AMAZON ALEXA \\u2014 Voz Inteligente com Claude workflow skill. Use this skill when the user needs Integracao completa com Amazon Alexa para criar skills de voz inteligentes, transformar Alexa em assistente com Claude como cerebro (projeto Auri) e integrar com AWS ecosystem (Lambda, DynamoDB, Polly, Transcribe, Lex, Smart Home) and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
ANALYTICS-PRODUCT \\u2014 Decida com Dados workflow skill. Use this skill when the user needs Analytics de produto \\u2014 PostHog, Mixpanel, eventos, funnels, cohorts, retencao, north star metric, OKRs e dashboards de produto and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
ANALYTICS-PRODUCT \\u2014 Decida com Dados workflow skill. Use this skill when the user needs Analytics de produto \\u2014 PostHog, Mixpanel, eventos, funnels, cohorts, retencao, north star metric, OKRs e dashboards de produto and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Angular UI Patterns workflow skill. Use this skill when the user needs Modern Angular UI patterns for loading states, error handling, and data display. Use when building UI components, handling async data, or managing component states and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Angular UI Patterns workflow skill. Use this skill when the user needs Modern Angular UI patterns for loading states, error handling, and data display. Use when building UI components, handling async data, or managing component states and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Audience Analysis workflow skill. Use this skill when the user needs Understand audience demographics, preferences, behavior patterns, and engagement quality across Facebook, Instagram, YouTube, and TikTok and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
Audience Analysis workflow skill. Use this skill when the user needs Understand audience demographics, preferences, behavior patterns, and engagement quality across Facebook, Instagram, YouTube, and TikTok and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.