Browse 138,453 skills across 70 categories. Mirrored from majiayu000/claude-skill-registry.
AIコーディング支援ツールのコンテキストファイル（CLAUDE.md等）を最適化するスキル。 以下の状況で使用: (1) ユーザーが「CLAUDE.mdを改善して」「コンテキストファイルを最適化して」と依頼した時 (2) ユーザーが明示的に...
Use when creating a new skill or agent for the ai-engineering framework, with TDD-based pressure testing and CSO-optimiz...
Research-powered creative strategy with visual previews. Use when you need to figure out WHAT to create before creating...
Dual-AI code validation using both Claude and Google Gemini to catch 20% more issues. Validates React Native screens for...
Fetches AI news from smol.ai RSS and generates structured markdown with intelligent summarization and categorization. Op...
Daily AI news digest covering technical advances, business news, and engineering impact. Aggregates from research papers...
Perform comprehensive data analysis, statistical modeling, and data visualization by writing and executing self-containe...
Data pipelines, feature stores, and embedding generation for AI/ML systems. Use when building RAG pipelines, ML feature...
Protecting personal and sensitive data throughout the machine learning lifecycle, from training to inference.
Use when investigating unexpected behavior, test failures, runtime errors, or regressions. Systematic 4-phase diagnosis:...
Comprehensive AI/ML development guide for LangChain, LangGraph, and ML model integration in FastAPI. Use when building L...
Expert guidance for developing and integrating AI systems using LLM APIs, SDKs, and Model Context Protocol (MCP). Covers...
Coordinate multi-agent software delivery with guardrails for planning, implementation, testing, and release.
Synchronize and update Claude Code and GitHub Copilot development tool configurations to work similarly. Use when asked...
[AI & Tools] Synchronize and update Claude Code and GitHub Copilot development tool configurations to work similarly. Us...
Multi-agent development workflow system for structured task execution. Use when working with tasks in .tasks/ directory,...
Detects code smells, anti-patterns, and debugging issues. Use when: fixing bugs, reviewing code quality, or refactoring.
Audit how a brand appears in AI-powered search (ChatGPT, Perplexity, Claude, Gemini). Use when user mentions "AI search,...
Use when an approved plan exists (plan.md + tasks.md) and you need to execute it. Dispatches subagents per task with two...
Use when deciding between HITL, OHOTL, and AHOTL modes in AI-DLC workflows. Covers decision frameworks for human involve...
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This skill should be used when writing, reviewing, or refactoring documentation that will be consumed as AI context. Opt...
Write AI-readable documentation following concise-over-comprehensive principle, hierarchical CLAUDE.md/AGENTS.md inherit...
A unified tool for central bank policy analysis and real-time GDP nowcasting for the US and Canada.
Create new AI chat interface components for the ai-elements library following established composable patterns, shadcn/ui...
Vercel AI Elements for workflow UI components. Use when building chat interfaces, displaying tool execution, showing rea...
Build AI chat interfaces using ai-elements components — conversations, messages, tool displays, prompt inputs, and more....
AI Elements component library for AI-native applications. Use when building chatbots, AI workflows, or integrating with...
Status: Production Ready ✅ | Last Verified: 2025-11-18
This skill provides production-ready AI chat UI components built on shadcn/ui for conversational AI interfaces. Use when...
This skill provides guidance for building workflow visualizations using Vercel AI Elements and React Flow. It should be...
Stand up a production-ready AI employee operating system in one guided session. Outputs 7 ready-to-use files: IDENTITY.m...
Build production-ready LLM applications, advanced RAG systems, and intelligent agents. Implements vector search, multimo...
Production-grade AI engineering for LLM applications, RAG systems, and agent architectures. Use when building AI feature...
Expert AI/ML engineer specializing in machine learning model development, deployment, and integration into production sy...
MASTER AI: LLM Apps, Advanced RAG, Agents (ReAct/Plan), Prompting (CoT/Few-shot), LangGraph, VectorDBs, RAGAS Eval. Use...
LLM application and RAG system specialist. Use PROACTIVELY for LLM integrations, RAG pipelines, vector search, agent orc...
Build LLM applications, RAG systems, and prompt pipelines. Implements vector search, agent orchestration, and AI API int...
Expert-level AI implementation, deployment, LLM integration, and production AI systems
Expert in building comprehensive AI systems, integrating LLMs, RAG architectures, and autonomous agents into production...
Practical guide for building production ML systems based on Chip Huyen's AI Engineering book. Use when users ask about m...
6 production-ready AI engineering workflows: prompt evaluation (8-dimension scoring), context budget planning, RAG pipel...
Framework adoption decision matrix: custom vs large frameworks in the Claude Code era. Use when evaluating whether to ad...
Implement ethical AI practices and responsible AI governance. Use for: identifying and mitigating bias in datasets and m...
Responsible AI development and ethical considerations. Use when evaluating AI bias, implementing fairness measures, cond...
AI Ethics and Compliance involve building systems that are not only technically proficient but also socially responsible...
Develop "quizzes" (evals) to measure model performance on specific tasks. Use these benchmarks to guide fine-tuning, det...
Help users create and run AI evaluations. Use when someone is building evals for LLM products, measuring model quality,...
Create an AI Evals Pack (eval PRD, test set, rubric, judge plan, results + iteration loop). Use for LLM evaluation, benc...
Comprehensive AI/LLM evaluation toolkit for production AI systems. Covers LLM output quality, prompt engineering, RAG ev...
Use when explaining code, concepts, patterns, or architecture: engineer-grade technical explanations with 3-tier depth c...
Create new AI-powered features using xAI Grok. Use when user mentions "new AI feature", "add Grok", "create prompt", "AI...
AIフィードバックループ最適化スキル。プロンプト→出力→評価→改善の反復サイクルを自動化。段階的改善、A/Bテスト、収束判定、ベスト出力選択で最高品質の結果を生成。
Analyze Adobe Illustrator (.ai) files to extract design information including text content, fonts, color palettes, vecto...
Engineering operating model for teams where AI agents generate a large share of implementation output.
Design AI-friendly architecture with explicit patterns, layered documentation, and semantic boundaries. Use when: struct...
Build AI gateway services for routing and managing LLM requests. Use when implementing API proxies, rate limiting, or mu...
Create professional ultra-wide cinematic banners for GitHub READMEs using Flux and Ideogram models with typography optio...
External AI API integration with retry logic, rate limiting, content safety detection, and multi-turn conversation suppo...
Use when validating compliance, ownership, risk lifecycle, or framework integrity for regulated industries. Modes: compl...
AI governance and compliance guidance covering EU AI Act risk classification, NIST AI RMF, responsible AI principles, AI...
Use when onboarding to a project, exploring architecture, or understanding why decisions were made: interactive tours, d...
Integrate Replicate AI models with background processing, S3 storage, and credit systems
Use AI to recreate PDF page as semantic HTML. Consumes three inputs (PNG image, parsed text, ASCII preview) for complete...
Humanize AI-generated text by detecting and removing patterns typical of LLM output. Rewrites text to sound natural, spe...
Apply AI visual effects including Illusion Diffusion ($0.006), FLUX Fill Pro accessory replacement ($0.05), and SAM obje...
Generate AI images with FLUX, Gemini, Grok, Seedream, Reve and 50+ models via inference.sh CLI. Models: FLUX Dev LoRA, F...
Execute AI image generation with optimal quality. Use when you need to generate images via Replicate API. Triggers on: g...