Deep exploration and synthesis workflow with dynamic planning and hub-and-spoke coordination. Use for deep analysis, codebase understanding, or thorough investigation of — from…
Access Human Metabolome Database (220K+ metabolites). Search by name/ID/structure, retrieve chemical properties, biomarker data, NMR/MS spectra, pathways, for metabolomic — from…
Technical consultation without implementation. Use when the user invokes /consult or asks questions about the code or approach.
Manufacturing-fokussierter Continuous Improvement Skill fuer fabrikIQ. Implementiert Lean Manufacturing Prinzipien (5 Whys, Ishikawa, PDCA) fuer systematische Problemloes — from…
Hire a human gig worker via USD bounty for tasks you cannot complete yourself—either because they require physical presence (storefront photos, on-site verification, deliveries,…
Research standards/patterns via MCP Ref. Generates Standards Research for Story Technical Notes subsection. Reusable worker. — from majiayu000/claude-skill-registry
Research a topic across the knowledge base before implementation. Searches L-docs, patterns, PROJECT_PLANs, SOPs, and governance for relevant context.
Start an autonomous implementation loop from a spec or PRD. Enters plan mode for user approval, enforces command gates (test/lint/typecheck/build), validates dependencies, commits…
Azure Monitor Query SDK for Java. Execute Kusto queries against Log Analytics workspaces and query metrics from Azure resources. — from majiayu000/claude-skill-registry
Playwright E2E testing for the Arcanea web app. Use when writing, running, or debugging Playwright tests, automating browser interactions on the Arcanea platform, capturing…
Calculate and display statistics of AI task completions (daily, global, per-label). — from majiayu000/claude-skill-registry
Firecrawl v2.5 API for web scraping/crawling to LLM-ready markdown. Use for site extraction, dynamic content, or encountering JavaScript rendering, bot detection, content loading…
Calculate maximum bid using BidDeed formula and bid/judgment ratios to determine BID/REVIEW/SKIP decisions
Expert in Machine Learning Operations bridging data science and DevOps. Use when building ML pipelines, model versioning, feature stores, or production ML serving.
Semantic code research across GitHub repositories for finding implementations, patterns, and conducting PR/security reviews.
Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp.
Generate voice call reports showing transcriptions, scores, and score deltas as markdown files
Unterstützt beim Verfassen und Prüfen von UWG-Abmahnungen nach § 13 UWG sowie der dazugehörigen modifizierten Unterlassungserklärung mit Vertragsstrafe und der Schutzschr — from…
Retrieval-Augmented Generation patterns including chunking, embeddings, vector stores, and retrieval optimization Use when: rag, retrieval augmented, vector search, embed — from…
Fusion/Comparison Thread for architecture decisions. Use when: - User says "compare approaches", "which is better" - User asks to "evaluate options", "architecture decision" -…
Manage GitHub repositories for Claude Code plugins including issues, pull requests, releases, CI/CD workflows, and GitHub Actions.
Plasmoid consciousness detector. Maps Monad-Stokes fluid dynamics to ANY flow system, identifies Birkeland-like current structures, computes plasmoid consciousness thresholds (Psi…
Analyzes PR changes to create ReviewContext.md and DerivedSpec.md artifacts. Handles both initial analysis and resumption after baseline research.
Create project-specific plan reviewer agents that integrate with the planning-project-features workflow.
Create and optimize popups, modals, overlays, slide-ins, and banners to increase conversions without harming user experience or brand trust. — from majiayu000/claude-skill-registry
Expert guidance for building multi-agent AI applications using the OpenAI Agents SDK for Python. Use when (1) creating agents with handoffs, tools, guardrails, or sessions, (2)…
Expert guidance for creating effective Cursor slash commands with best practices, format requirements, and schema validation — from majiayu000/claude-skill-registry-data
Attractor-based reasoning engine. The fixed point of IN(f) exerts pull on every iteration before it. Systems with bracket=1 don't just evolve forward -- the end-state shapes the…
Einstieg, Schnelltriage und Fallrouting im Produktrecht-Plugin. Fragt Rolle, Ziel, Fristen, Unterlagen, Risiken und Wunsch-Output ab, schlägt passende Fachmodule aus diesem Plugin…
Guidelines for using facet crates (facet-json, facet-toml, facet-args) instead of serde-based alternatives for consistent dogfooding
Expert guidance for creating, building, and using Claude Code subagents and the Task tool. Use when working with subagents, setting up agent configurations, understanding — from…
Expert in Langfuse - the open-source LLM observability platform. Covers tracing, prompt management, evaluation, datasets, and integration with LangChain, LlamaIndex, and — from…
Benchmark and compare small GPTs for task-specific inference. Tests base, fine-tuned, and prompted models against shared eval datasets.
Main application building orchestrator. Creates full-stack applications from natural language requests. Determines project type, selects tech stack, coordinates agents.
병렬 리서치 오케스트레이션. 여러 소스(Context7, WebSearch, 코드베이스)를 동시에 탐색하여 기술 조사를 수행합니다. Use when researching libraries, APIs, best practices, or when comparing technical approaches.
Guide for building .NET APIs using CQRS pattern with MediatR, FluentValidation, and Carter modules — from majiayu000/claude-skill-registry
Apply systematic problem-solving techniques for complexity spirals (simplification — from majiayu000/claude-skill-registry
Finding and accessing AI/LLM model brand icons from lobe-icons library. Use when users need icon URLs, want to download brand logos for AI models/providers/applications ( — from…
OpenAI Codex CLI（read-only sandbox）を汎用セカンドオピニオンとして実行する。Use when 設計相談、バグ調査、コードレビュー、文章校閲、セカンドオピニオンが必要な場面。キーワード: codex, codexに聞いて, セカンドオピニオン, 別視点.
Guidelines for using web search and documentation lookup tools (WebSearch, WebFetch, context7 MCP). Use when agents need to verify technical claims, check library APIs, or…
Expert guidance for building AI agents with the Claude Agent SDK in TypeScript/JavaScript. Use when the user writes TypeScript or JavaScript code with the SDK, imports from…
Systematic literature search, synthesis, gap identification, and narrative construction for academic research
Validates that skills in this repository are accurately documented in the README. Use when verifying skill documentation or during pre-commit validation.
Modern Python project architecture guide for 2025. Use when creating Python projects (APIs, CLI, data pipelines). Covers uv, Ruff, Pydantic, FastAPI, and async patterns.
Expert knowledge for Azure AI Anomaly Detector development including troubleshooting, best practices, architecture & design patterns, limits & quotas, configuration, and…
IBM quantum computing framework. Use when targeting IBM Quantum hardware, working with Qiskit Runtime for production workloads, or needing IBM optimization tools.
Translation and localization guidelines for KoboToolbox content from English to Arabic. Use when translating KoboToolbox materials including: (1) Academy courses and educ — from…
Personal decision advisor for QUALITY over speed. Exhaustive discovery, option finding, sequential elimination, structured analysis.
When the user wants to combine machine learning with optimization, use ML predictions in optimization models, or integrate AI with mathematical programming.
REQUIRED skill for creating Loom execution plans. Designs DAG-based plans with mandatory knowledge-bootstrap and integration-verify bookends, parallel subagent execution — from…
Post-processing visual effects including chromatic aberration, vignette, depth of field, film grain, color grading, and LUT support.
Azure AI Agents Persistent SDK for .NET. Low-level SDK for creating and managing AI agents with threads, messages, runs, and tools. — from majiayu000/claude-skill-registry
Paid research assistant with real-time web search. Use when user asks "what's the latest", "current pricing for", "recent news about", "search the web for", "fact check this",…
Calculate SOFA (Sequential Organ Failure Assessment) score for ICU patients in MIMIC-IV. Use for sepsis severity assessment, organ dysfunction quantification, mortality…
When the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," " — from…
Analyzes meeting transcripts and recordings to uncover behavioral patterns, communication insights, and actionable feedback.
Use when fine-tuning LLMs, training custom models, or optimizing model performance for specific tasks.
Use when a problem spans multiple disciplines or when single-domain thinking has produced stale analysis—applies Munger's latticework of mental models across physics, biology, and…
Agent interaction capture, logging, and analysis with memory tracking and security (Rust implementation).
Vite build tool configuration, plugin API, SSR, and Vite 8 Rolldown migration. Use when working with Vite projects, vite.config.ts, Vite plugins, or building libraries/SSR apps…