Selects the appropriate quasi-experimental method (DiD, ITS, SC) based on data structure and research questions. Use when the user is unsure which method to apply.
AI model inference and serving. Activate when: (1) Setting up LocalAI or vLLM, (2) Configuring model serving, (3) Working with GGUF/GGML models, (4) Implementing inferenc — from…
API documentation specialist who creates comprehensive OpenAPI/Swagger specifications and technical documentation for RESTful APIs, GraphQL schemas, and microservices arc — from…
Universal coding standards and best practices for TypeScript, JavaScript, React, and Node.js. Use when: writing code, reviewing code quality, establishing conventions.
Use when analyzing existing codebases to generate architecture documentation - coordinates subagent-driven exploration with mandatory workspace structure, validation gates, and…
주간 Claude Code 사용 분석 리포트 생성. 이번 주 모든 세션 로그를 분석하여 프로젝트별 시간 분포, 작업 유형, Jira 이슈 진행 현황 제공. "주간 분석", "Claude 사용 통계", "weekly analytics" 등의 요청 시 자동 적용.
Implement real-time streaming UI patterns for AI chat applications. Use when adding response lifecycle handlers, progress indicators, client effects, or thread state sync — from…
Use Gemini to find existing solutions before building from scratch. Leverages Google Search grounding to discover code examples, libraries, and best practices to avoid re — from…
Expert React video scene component creator for educational content. Builds production-grade, visually distinctive components using framer-motion animations, pixel-precise…
Analysiert aus mehreren Perspektiven. Run '/perspectives', 'multi-perspektive', oder 'verschiedene sichtweisen'.
Analyze processes, identify workflows, define boundaries and scope, and map process requirements for specialization creation. — from majiayu000/claude-skill-registry
Submitting, testing, and releasing mobile apps to app stores including App Store and Google Play submission, beta testing, OTA updates, and release management.
Guide for AI Agents and LLM development skills including RAG, multi-agent systems, prompt engineering, memory systems, and context engineering.
AI-powered enterprise performance optimization orchestrator with Context7 integration, Scalene AI profiling, intelligent bottleneck detection, automated optimization strategies,…
Эксперт active learning. Используй для ML с участием человека, uncertainty sampling, annotation workflows и labeling optimization. — from majiayu000/claude-skill-registry
Managing the complete order fulfillment process from picking and packing to shipping and returns processing, including warehouse management, 3PL integration, and fulfillment…
Generate API route handlers for Express or Analog.js
Deep exploration and synthesis workflow using dynamic planning and hub-and-spoke coordination. Use when asked for "deep analysis", "deep understanding", "analyze codebase",…
Analyze field progress photos. Catalog, tag, and compare against planned progress.
Use when programmatically creating or managing agent trajectories in TypeScript - provides TrajectoryClient for persistent storage and TrajectoryBuilder for in-memory construction
Shell methodology scenario planning with worldview elicitation, external scenario construction, actor-relative impact analysis, and rigorous documentation.
Perform comprehensive security audits on Node.js, JavaScript, and TypeScript codebases. Scans source code for OWASP Top 10 vulnerabilities, insecure patterns, dependency risks,…
Analyzes spending patterns, identifies where money goes, and provides scientific budget recommendations.
List all Technical Specifications with status and metadata
Guide AI agents through Specification-Driven Development (SDD) + Test-Driven Development (TDD) integrated workflow.
Ralph-Inspired Adaptive Learning Framework for iterative, quality-gated biomarker report analysis
Expert in vector databases, embedding strategies, and semantic search implementation. Masters Pinecone, Weaviate, Qdrant, Milvus, and pgvector for RAG applications, recom — from…
Use codanna MCP tools for semantic code search, call graphs, and impact analysis before grep/find.
Search arXiv for papers and extract knowledge into memory. Use `search` to find papers, `learn` to extract knowledge.
Proporciona retroalimentación brutalmente honesta sobre ideas de aplicaciones antes de invertir tiempo en construirlas.
Translate SKILL.md and README.md files into multiple languages for sharing skills internationally — from majiayu000/claude-skill-registry
Initialize new projects with proper structure, configuration, and setup from BaseProject template. Use when creating new projects, setting up directory structures, or initializing…
Asset allocation and portfolio optimisation via Longbridge — efficient frontier (MPT), Black-Litterman model overview, risk parity / risk budgeting, all-weather strategy, and…
Generate navigable code maps for unfamiliar codebases. Use when exploring a new codebase, needing to understand project structure, or before diving into code modifications.
When the user wants to create or update their product marketing context document. Also use when the user mentions 'product context,' 'marketing context,' 'set up context — from…
Esposter dependency update process — all versions in pnpm-workspace.yaml catalog, caret prefix rules, pinned packages (nuxt, h3, ctix), and tracked open issues.
Intelligent prompt pattern system with 240+ specialized patterns for content analysis, extraction, and transformation.
Checklist-style reference for OmicVerse downstream tutorials covering AUCell scoring, metacell DEG, and related exports. — from majiayu000/claude-skill-registry
You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observabi — from…
deeply review a system/architecture area and propose a simplification plan (Elon’s Algorithm). — from majiayu000/claude-skill-registry
API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination. — from majiayu000/claude-skill-registry
Use when ruboCop CI integration including GitHub Actions, plugins, and performance optimization.
Automated prompt generation from pattern library. Input asset specifications → output production-ready Gemini prompt with validated patterns, negative constraints, and previous…
App Store スクリーンショット A/B テスト自動クローズドループ。メトリクス確認 → 勝者判定 → ヘッドライン生成（生成→採点→改善ループ）→ l.md Bible（make generate-store-screenshots）でPNG生成 → visual-qa採点 → Slackにダイスへ送る → ASCアップロード →…
Guardrail policy for Claude CLI: refuse catastrophic actions, require scoped approvals, and reduce secret leakage.
Philosophical logic engine for Epsilon Prime. Specializes in analyzing first principles, systemic causality, and the intersection of technology, agency, and morality.
Guidelines for translating G2 documentation, including terminology consistency, hyperlink adjustments, and file naming conventions for multilingual documentation.
Write comprehensive meeting summaries with action items from meeting notes, transcripts, or agendas. Automatically fulfills actionable tasks using available tools discovered from…
Production-ready reinforcement learning algorithms (PPO, SAC, DQN, TD3, DDPG, A2C) with scikit-learn-like API.
Run a senior-level Java/Spring backend live-coding interview practice, guiding the user with Socratic prompts, strict code review (readability, edge cases, data structure — from…
List all API keys. Requires authentication. Use for Agentuity cloud platform operations — from majiayu000/claude-skill-registry
Build AI applications using the Azure AI Projects Python SDK (azure-ai-projects). Use when working with Foundry project clients, creating versioned agents with PromptAgen — from…
Internal ClaudeMap runtime for turning a repository into a live architecture map and driving that map during walkthroughs.
Agent Mail inbox monitoring. Check pending messages, HELP_REQUESTs, and recent completions. Triggers: "inbox", "check mail", "any messages", "show inbox", "pending messages", "who…
Extract domain model from user journeys/requirements. Reads user stories or journey docs, identifies business entities, relationships, attributes, and constraints, then produces…
Retrieval-Augmented Generation (RAG) system design patterns, chunking strategies, embedding models, retrieval techniques, and context assembly.
Guide for writing, refactoring, and testing MoonBit projects. Use when working in MoonBit modules or packages, organizing MoonBit files, using moon tooling (build/check/r — from…
AI and machine learning workflow covering LLM application development, RAG implementation, agent architecture, ML pipelines, and AI-powered features.
Azure AI VoiceLive SDK for Java. Real-time bidirectional voice conversations with AI assistants using WebSocket. — from majiayu000/claude-skill-registry
Turn rough ideas into clear work orders before planning or building. Use when request is vague like "add a button", "make it better", "fix the thing".