Biological data toolkit. Sequence analysis, alignments, phylogenetic trees, diversity metrics (alpha/beta, UniFrac), ordination (PCoA), PERMANOVA, FASTA/Newick I/O, for m — from…
Google Gemini embeddings API (gemini-embedding-001) for RAG and semantic search. Use for vector search, Vectorize integration, or encountering dimension mismatches, rate limits,…
Access OpenAI developer documentation via Context7 MCP. Provides up-to-date docs for Codex CLI, OpenAI API, Python/Node SDKs, Agents SDK, and MCP configuration.
TanStack Start server/client code boundary patterns. Use when: debugging virtual module resolution errors (tanstack-start-injected-head-scripts, tanstack-start-manifest,…
Crée des Server Actions pour Motivia. Utilise ce skill quand l'utilisateur demande une action serveur, une mutation, un CRUD, ou une opération base de données.
Propagator-based parallel structure for exploiting knowledge differentials across domains using local scoped propagators and SplitMixTernary RNG.
Perform comprehensive security audits on Node.js, JavaScript, and TypeScript codebases. Scans source code for OWASP Top 10 vulnerabilities, insecure patterns, dependency risks,…
Create complete audiobook with OpenAI GPT-4o-mini translation to Argentine Spanish. Full pipeline - translate, TTS, video with background image.
Elite strategies for leveraging Gemini 3.0 Pro to its maximum creative and technical potential in 2026.
Assist with grading by applying rubrics to student work, generating criterion-level feedback, and maintaining consistency across submissions.
Search Twitter/X in real-time using Grok API. Use when searching X posts, tracking trends, monitoring accounts, or analyzing social discussions.
Calculate alignment statistics including sequence identity, conservation scores, substitution matrices, and similarity metrics.
Phaser 3 테트리스 게임 개발 스킬. 테트리스 가이드라인(SRS, Wall Kick, 7-Bag)을 준수하여 구현한다. context7 MCP로 최신 Phaser API를 조회하고, 공식 테트리스 위키를 참고한다. — from majiayu000/claude-skill-registry
Initialize Python project structure with proper directory layout, configuration files, and best practices. Use when creating new projects or restructuring existing ones.
Access 50+ LLM models through a unified OpenAI-compatible API via AceDataCloud. Use when you need chat completions from GPT, Claude, Gemini, DeepSeek, Grok, or other mode — from…
Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking.
Operationalisiert die Pruefung der ortsueblichen Vergleichsmiete und der Mietpreisbremse anhand der mitgelieferten Referenz references/mietspiegel-quellen.md.
Help users understand and respond to competition. Use when someone is positioning against competitors, evaluating market threats, running competitive war games, or decidi — from…
Configure WaveCap LLM-based transcription correction. Use when the user wants to enable/disable LLM correction, change models, tune prompts, or optimize correction qualit — from…
Send prompts to ChatGPT Pro via Playwriter browser automation. Use for cross-validation, second opinions, or leveraging GPT-5.2 Pro's research-grade intelligence.
Design reusable prompt templates that encode domain-specific patterns for recurring AI tasks. Use when you've executed similar prompts 2+ times and need to capture the pa — from…
REST and API design principles — resource naming, HTTP methods, status codes, pagination, versioning, and error responses. Reference when designing or reviewing APIs.
Identity, routing, communication style, memory protocol, task protocol, decision frameworks, and clarification for TARS — from majiayu000/claude-skill-registry
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.
Meta-skill for improving and optimizing prompts using Anthropic's prompt engineering best practices. Provides the 4-step improvement workflow (example identification, initial…
An executable, spec-driven framework for building production-ready AI-native applications. Based on 2026 best practices.
Crypto wallet assistant for generating payment links for supported tokens (USDC, USDT, vUSD, ICP, CKUSDC) across multiple networks (Solana, Ethereum, Base, BSC, Vly, ICP) — from…
Execute Miyabi Agents (Coordinator, CodeGen, Review, Deployment, PR, Issue) with Git Worktree isolation for parallel processing.
PRD writing and product definition expert. Use when writing PRDs, user stories, acceptance criteria, or prioritizing features.
Baut die dreidimensionale Wuerfel-Struktur fuer ein neues Pruefprojekt auf — drei Achsen: Spalten (Datenpunkte als Spaltenprompts) Zeilen (Dokumente mit optionalen Zeilen — from…
Makefile development workflow. Use when modifying Makefile or files in make/ directory.
Azure AI Text Translation SDK for real-time text translation, transliteration, language detection, and dictionary lookup.
Verwandelt den Agenten in einen professionellen MV3-Architekten und Entwickler mit Fokus auf AI-Integration, Sicherheit, Performance, Testing und Publishing-Compliance.
End-to-end multi-omics integration workflow. Orchestrates data harmonization, MOFA/mixOmics integration, factor interpretation, and downstream analysis across transcripto — from…
Integrate OpenAI APIs into applications. Use when a user asks to add GPT or ChatGPT to an app, generate text with OpenAI, build a chatbot, use GPT-4 or o1 models, generate…
Use when vitest configuration, Vite integration, workspace setup, and test environment configuration for modern testing.
LiteLLM-RS Routing Architecture. Covers 7 routing strategies, lock-free design with DashMap, health-aware selection, fallback chains, and load balancing.
Identify and prioritize technical debt in Python codebases. Use when the user asks to find tech debt, analyze code quality, identify what needs refactoring, find security issues,…
General-purpose timeout estimation skill. Trains dual models (duration regression + risk classification) from corpus data and observation feedback.
Expert guide to detecting, categorizing, and prioritizing technical debt in Rails applications. Use when: (1) Auditing codebase health, (2) Planning refactoring sprints, (3)…
コーディング用プロンプトを最適化・添削するスキル。 以下の状況で使用: (1) ユーザーが「このプロンプトを改善して」「プロンプトを最適化して」と依頼した時 (2) ユーザーが明示的に「/coding-prompt-optimizer」を実行した時 (3) AI向けプロンプトの品質改善を求められた時 — from…
Create crosswalks between different standards frameworks, map equivalent standards across systems, show alignment between multiple frameworks simultaneously.
Use when the user asks for a roadmap, timeline, phased plan, or execution sequence. — from majiayu000/claude-skill-registry
通过从 LangSmith Studio 获取执行追踪来调试 LangChain 和 LangGraph 代理。用于调试代理行为、调查错误、分析工具调用、检查内存操作或检查代理性能时。自动获取最近的追踪并分析执行模式。需要安装 langsmith-fetch CLI。
Comprehensive guide to vector databases including Pinecone, Qdrant, Weaviate, embedding strategies, and similarity search.
Implements audio systems including sound management, music systems, positional audio, and audio effects.
JAX, Flax, Optax, and Equinox patterns for ML training. Covers JIT, vmap, pmap, TPU usage, and functional model design. Use when building or debugging JAX-based training pipelines.
TikTok Shop analytics and performance tracking. Video metrics, live selling data, affiliate performance, advertising analytics, and business intelligence.
Summarizes git commits for specified users over a given time period and generates markdown reports — from majiayu000/claude-skill-registry
Figma visual intent extractor — MCP server knowledge for 4 Figma tools. Generates REFERENCE CODE (~50-60% match) used as search input for library MCP matching in the design-sync…
Apply machine learning for construction project risk assessment. Predict schedule delays, cost overruns, and safety incidents using historical data and project characteristics.
Optimiza políticas RLS de Supabase usando el patrón (select auth.uid()) para mejor performance. Usa cuando trabajes con RLS policies, auth.uid() reevaluación, o tareas 1.3 y 2.1…
Build FastAPI REST APIs with CORS, JWT auth, Pydantic validation, async endpoints, and proper error handling. Use when creating API endpoints, middleware, or backend services.
Run code in Codex fully isolated sandbox - network disabled, CWD only, Seatbelt/Docker isolation — from majiayu000/claude-skill-registry
ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads. — from majiayu000/claude-skill-registry
Translate PyTorch implementations to Triton GPU kernels incrementally. Use when converting PyTorch code to Triton, optimizing GPU kernels, auditing/reviewing existing Triton code,…
Microsoft 365 Agents SDK for .NET. Build multichannel agents for Teams/M365/Copilot Studio with ASP.NET Core hosting, AgentApplication routing, and MSAL-based auth.
Executes a deep-dive market intelligence protocol. Uses search tools to scrape competitor data (Specs, Price, Materials), analyzes customer sentiment (Reviews, FAQs), and…
Use when creating or editing UI mockups, screen layouts, or interface designs. Use INSTEAD of ASCII art for any visual UI representation.
Browser automation via webctl CLI in Claude.ai containers with authenticated proxy support. Use when users mention webctl, browser automation, Playwright browsing, web sc — from…