Complete guide for separating meta-configurations (Claude Code tool configuration) from domain configurations (project implementation).
Creates data table patterns with filtering, sorting, pagination, row actions, column configuration, server/client rendering modes, and empty/loading states.
Test-first bug investigation workflow. Use when user reports a bug, error, unexpected behavior, mentions "something is broken", "doesn't work", or "regression".
MoAI super agent - unified orchestrator for autonomous development. Routes natural language or explicit subcommands (plan, run, sync, fix, loop, project, feedback) to spe — from…
Prüfung von Arbeitsvertrag und Befristung bei Neueinstellungen – TzBfG (Sachgrund, Vorbeschäftigungsverbot), AGG (diskriminierungsfreie Ausschreibung und Einstellung), AÜ — from…
Use when organizing content for digital products, designing navigation systems, restructuring information hierarchies, improving findability, creating taxonomies or metadata…
要件定義エージェント。機能要件、ユースケース、ユーザーストーリー、受入基準を定義。キーワード: 要件定義, requirements, ユースケース, use case, ユーザーストーリー, user story, PRD.
API architecture: REST design, versioning, HATEOAS, auth patterns, OpenAPI docs, gateway patterns
Automate Make (Integromat) tasks via Rube MCP (Composio): operations, enums, language and timezone lookups. Always search tools first for current schemas.
Guide git branching strategies, branch naming, and merge/rebase decisions. Use when the user creates branches, asks about Git Flow vs trunk-based development, discusses merge vs…
Claude 세션의 대화 요약과 작업 결과를 Notion 페이지 하위에 업로드합니다. '노션 업로드', '결과 저장', 'notion 정리' 요청 시 활성화됩니다.
Investigate a game from raw logs, trace bugs to source code, and file detailed issues. Use for deeper debugging than export-only analysis.
RESTful API and GraphQL design best practices. Auto-triggers when designing endpoints, handling HTTP methods, or structuring API responses.
Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search infrastruc — from…
Use when metrics drop or spike unexpectedly - systematically investigates using 4-dimension segmentation (People, Geography, Technology, Time), intrinsic vs extrinsic factors, and…
太初有道，道生代码。从零搭建 React19+TailwindV4+Vite 前端、FastAPI Python 后端、Go Gin 后端、Taro 4.x 小程序。用户说"新建项目"、"初始化"、"从零开始"、"搭建项目"、"创建项目"、"生成落地页"、"生成官网"、"生成 Landing Page"、"动画提升"、"动效升级"、"新建 — from…
Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns.
Build AI applications with OpenAI Agents SDK - text agents, voice agents, multi-agent handoffs, tools with Zod schemas, guardrails, and streaming. Prevents 11 documented errors.
Analyze field progress photos. Catalog, tag, and compare against planned progress.
Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search.
Expert knowledge for writing cutting-edge, idiomatic Rust code with Rust Edition 2024, strict clippy compliance, and functional-but-pragmatic philosophy.
Эксперт A/B тестирования. Используй для статистических тестов, экспериментов и ML-оптимизации. — from majiayu000/claude-skill-registry
Quantum physics expert making counterintuitive concepts accessible while maintaining mathematical rigor
Molecular featurization for ML (100+ featurizers). ECFP, MACCS, descriptors, pretrained models (ChemBERTa), convert SMILES to features, for QSAR and molecular ML.
Behavioral rules and lifecycle event handlers for the core-tools package. Defines automated behaviors that trigger at specific points in the agent workflow.
Einstieg, Schnelltriage und Fallrouting im Produktrecht-Plugin. Fragt Rolle, Ziel, Fristen, Unterlagen, Risiken und Wunsch-Output ab, schlägt passende Fachmodule aus diesem Plugin…
Answer repository questions grounded entirely in source code evidence. Use when user asks a question about the codebase, user wants to understand a specific file, functio — from…
Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers.
Expert React specialist mastering React 18+ with modern patterns and ecosystem. Specializes in performance optimization, advanced hooks, server components, and production-ready…
Help users who struggle with prompt design by turning their vague questions or tasks into high-quality, structured Japanese YAML prompts.
Expert in building Retrieval-Augmented Generation systems. Masters embedding models, vector databases, chunking strategies, and retrieval optimization for LLM application — from…
Assemble a song-driven music-video ad from a config — a generated sung track carries the whole narration across N tableaux (one keyframe -> one i2v clip per lyric beat) with NO…
Проводит интерактивное недельное планирование по методологии Дорофеева. Собирает данные из Singularity, Google Calendar, новости, погоду.
Systematic competitor tracking that feeds CMO positioning, CRO battlecards, and CPO roadmap decisions.
Iterative adversarial stress-testing through Red/Blue team dynamics. Red Team generates substantive, steel-manned attacks against propositions; Blue Team responds with defenses,…
Create your RAG skill in one prompt, then learn to improve it throughout the chapter — from majiayu000/claude-skill-registry
Especialista en Sistema PERMISOS SyV - validación, marcado y coherencia de alertas de información sensible — from majiayu000/claude-skill-registry
How to do simple but secure deployments using virtual machines on different cloud providers
Automate Bigml tasks via Rube MCP (Composio). Always search tools first for current schemas. — from majiayu000/claude-skill-registry
Launch a Streamlit GUI for Task Master tasks.json editing. Use when users want a visual interface
Invokes Google Gemini models for structured outputs, multi-modal tasks, and Google-specific features.
Systematic review of existing architecture using ATAM-lite methodology. Evaluates architectural fitness against quality attribute scenarios, identifies risks, sensitivity points,…
Find dead code using parallel subagent analysis and optional CLI tools, treating code only referenced from tests as dead.
Azure AI Text Analytics SDK for sentiment analysis, entity recognition, key phrases, language detection, PII, and healthcare NLP.
Expert prompt engineering for creating effective prompts for Claude, GPT, and other LLMs. Use when writing system prompts, user prompts, few-shot examples, or optimizing existing…
Caching strategies, invalidation, eviction policies, HTTP caching, distributed caching, and anti-patterns.
Estimate issue complexity before implementation to prevent timeouts. Uses cheap estimation to save expensive implementation tokens. — from majiayu000/claude-skill-registry
Real-time news analyst. Monitors emergency news, breaking developments, and general news articles to assess immediate market impact and sentiment shifts for trading signals.
Systematic codebase exploration following the Iron Law - understand the problem before exploring code. Four phases with file-finder and web-researcher agents.
Orchestrates 6-phase SDLC pipeline (discovery, requirements, architecture, workstreams, implementation, summary) for guided feature development.
Analyzes why stocks moved after 8-K earnings filings. Use ultrathink for all analyses. Invoke when asked to analyze stock movements, earnings reactions, or determine the — from…
Search past Claude Code conversations. Use when user says "search conversations", "find that chat", "what did we discuss", "where did we talk about", "look up past session", "find…
Update naming and documentation references across the Claude Pilot codebase. Use when renaming features, updating descriptions, changing terminology, or ensuring consiste — from…
Implementa sistema completo de pagos recurrentes con Flow.cl (Chile) y Stripe (internacional). Incluye suscripciones mensuales, webhooks, firma HMAC, manejo de errores y — from…
Extract topics from text collections using LDA (Latent Dirichlet Allocation) with keyword extraction and topic visualization.
Use when the user asks how to build with OpenAI products or APIs and needs up-to-date official documentation with citations, help choosing the latest model for a use case — from…
Loading and using pretrained models with Hugging Face Transformers. Use when working with pretrained models from the Hub, running inference with Pipeline API, fine-tuning models…
Supabase CLI를 활용한 데이터베이스 타입 생성 및 동기화. PROACTIVELY use when (1) DB 스키마 변경 후 타입 업데이트, (2) Repository 구현 전 타입 확인, (3) 새 테이블/컬럼 추가 시, (4) 타입 불일치 오류 발생 시.
Causal inference and discovery for RAN optimization with Graphical Posterior Causal Models (GPCM), intervention effect prediction, and causal relationship learning.
Loop 3 of the Three-Loop Integrated Development System. CI/CD automation with intelligent failure recovery, root cause analysis, and comprehensive quality validation.