Use when you have architecture documentation from system-archaeologist and need critical assessment, refactoring recommendations, or improvement prioritization - routes to…
Builds high-performance Node.js APIs with Fastify, TypeScript, schema validation, and plugins. Use when building fast REST APIs, microservices, or needing schema-based validation.
CRITICAL for RAG: Every RAG query MUST be traced in LangSmith for observability.
End-to-end RNA-seq workflow from FASTQ files to differential expression results. Covers QC, quantification (Salmon or STAR+featureCounts), and DESeq2 analysis with visual — from…
Update naming and documentation references across the Claude Pilot codebase. Use when renaming features, updating descriptions, changing terminology, or ensuring consiste — from…
Implements API versioning using URL paths, headers, or query parameters with backward compatibility and deprecation strategies.
Python environment setup with uv, shared utilities, and script structure guidelines.
Эксперт DB replication. Используй для настройки репликации MySQL, PostgreSQL, MongoDB, failover и high availability. — from majiayu000/claude-skill-registry
Discover Claude and Claude Code CLI updates, improvements, tools and best practices from official sources and community.
Complete API for Google NotebookLM - full programmatic access including features not in the web UI. Create notebooks, add sources, generate all artifact types, download i — from…
RESTful API design patterns including URL structure, HTTP methods, and idempotency. Use when designing new API endpoints or reviewing API architecture.
[Research] Broad web search on a topic. Collect sources, validate credibility, build source map. Use when starting any research task.
Expert legal research agent for finding and scraping expungement data state by state. Knows authoritative sources, URL patterns, Firecrawl configuration, and 2026 legal l — from…
Résout automatiquement les erreurs PHPStan en analysant et corrigeant les problèmes de types. Boucle jusqu'à zéro erreur ou stagnation.
Plan and execute large language model pretraining from data preparation to checkpoint management
Direct REST API access to PubMed. Advanced Boolean/MeSH queries, E-utilities API, batch processing, citation management.
Guide for developing Lit web components in the Common UI v2 system (@commontools/ui/v2). Use when creating or modifying ct- prefixed components, implementing theme integr — from…
Write routes following the Epic architecture patterns. Use when creating HTTP endpoints for behaviors, webhooks, or streaming.
Implement ReasoningBank adaptive learning with AgentDB's 150x faster vector database. Includes trajectory tracking, verdict judgment, memory distillation, and pattern rec — from…
Call m6A peaks from MeRIP-seq IP vs input comparisons. Use when identifying m6A modification sites from methylated RNA immunoprecipitation data.
Transforms legacy Java code to modern idioms. Use when migrating Java versions, converting verbose POJOs/DTOs to records, platform threads to virtual threads, for-loops to…
Pre-earnings analysis skill — extracts prior guidance, tracks events, summarises earnings call Q&A, and generates a structured preview report (inline summary + DOCX) before a…
Operate an AI agent inside OpenClaw World over HTTP IPC. Use when tasks involve registering or reconnecting an agent, moving, chatting, forming alliances, running turn-based…
AKTIVIERT SICH AUTOMATISCH bei vagen Auftraegen. LIEBER EINMAL ZU OFT NACHFRAGEN als falsch implementieren. — from majiayu000/claude-skill-registry-data
Triage, plan, and implement a fix or feature for a GitHub issue end-to-end
Automatically choose the best output style (tables, bullets, YAML, HTML, concise) to improve scanability and save tokens
End-to-end metagenomics workflow from FASTQ to taxonomic and functional profiles. Covers Kraken2 classification, Bracken abundance estimation, and HUMAnN functional profi — from…
Expert Scrum Master specializing in agile transformation, team facilitation, and continuous improvement.
Master team dynamics, leadership principles, delegation, 1-on-1s, mentoring, and people management for engineering managers
Manually add individual YouTube URLs to a custom collection CSV. Use when adding one-off videos to folders like library-of-minds or random, not from a channel extraction.
Machine learning in Python with scikit-learn. Use when working with supervised learning (classification, regression), unsupervised learning (clustering, dimensionality re — from…
Rigorous analysis expert covering limits, continuity, sequences, series, and measure theory foundations
Professional report writing and meeting minutes specialist. Use when creating meeting minutes, progress reports, project summaries, retrospectives, issue tracking reports,…
Comprehensive text analysis coordinator. Execute Python script for multi-aspect text analysis. Use when you need grammar, sentiment, readability, and SEO analysis combined.
Generates TEMPLATE_PACK.json including structure and mandatory clauses for given doc_type/court_type/state.
Analyze Obsidian vault documentation to understand current knowledge state. Use when exploring documentation structure, identifying gaps, or planning documentation consolidation.
End-to-end ML system design for production. Use when designing ML pipelines, feature stores, model training infrastructure, or serving systems.
Canonical Claude Code authoring kit covering Skills, sub-agents, plugins, slash commands, hooks, memory, settings, sandboxing, headless mode, and advanced agent patterns — from…
Dutch Government API design rules, OpenAPI specifications, and API architecture guidelines. Use when building REST APIs for Dutch government projects, creating OpenAPI sp — from…
Simulate the execution of Prompton, a Python-like language where `prompt'...'` expressions evaluate to the result of the query inside the quotes.
Use Station CLI (`stn`) for AI agent orchestration - creating agents, running tasks, managing environments, and deploying agent teams.
Use when creating OpenCode agents - provides markdown format with YAML frontmatter, mode/tools/permission configuration, and best practices for specialized AI assistants — from…
Maps a startup's competitive landscape, scores moat strength across 6+ dimensions, and generates an investor-ready competition narrative with positioning map.
IPO full-lifecycle management via Longbridge Securities — HK/US IPO calendar, subscription/pending/listed rosters, individual IPO details and timelines, account IPO orders, and…
Build backend AI with Vercel AI SDK v6 stable. Covers Output API (replaces generateObject/streamObject), speech synthesis, transcription, embeddings, MCP tools with security…
Use when designing end-to-end ML systems, choosing batch vs streaming inference, preventing training/serving skew, building data flywheels, or planning ML infrastructure scaling.
Use when creating, improving, or troubleshooting Claude Code subagents. Expert guidance on agent design, system prompts, tool access, model selection, and best practices — from…
Send WhatsApp messages to other people or search/sync WhatsApp history via the wacli CLI (not for normal user chats). — from majiayu000/claude-skill-registry
[Code Quality] Defines clear boundaries and goals for a refactoring session. Use to establish what WILL and WILL NOT change, set success criteria, and create a focused refactoring…
Quickly create a new specialized subagent when needed. Use when you need a specialist that doesn't exist yet for a specific task domain.
Analyzes metabolic pathway heterogeneity within cell populations by calculating normalized enrichment scores (NES) for each pathway across different groups.
Skill for configuring AI integrations in Orchard Core. Covers AI service registration, MCP enablement, prompt configuration, and agent framework integration.
SatelliteToolboxSgp4.jl implementing the SGP4/SDP4 orbit propagator for TLE-based orbit prediction. Use when propagating TLEs, fitting TLEs from osculating states, or updating TLE…
Use when building Next.js 14+ applications with App Router, server components, or server actions. Invoke for full-stack features, performance optimization, SEO implementa — from…
Formik form handling with validation patterns. Use when building forms, implementing validation, or handling form submission. — from majiayu000/claude-skill-registry
Write system prompts, tool docs, and agent definitions. Combines research-backed prompt engineering (+15-30% measured improvements) with project XML conventions.
Evaluate RFP opportunities using the 6-dimension scoring framework. Use when modifying evaluation criteria, adjusting keyword weights, or implementing AI-based evaluation.
Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search.
プロンプトのライフサイクル管理を専門とするスキル。バージョン管理、デプロイ戦略、ロールバック、変更追跡により、本番環境で安全かつ効率的なプロンプト運用を実現します。
Automatically detect source types and build AI skills using Skill Seekers. Use when the user wants to create skills from documentation, repos, PDFs, videos, or other know — from…