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…
Build apps with the Claude API or Anthropic SDK. TRIGGER when: code imports `anthropic`/`@anthropic-ai/sdk`/`claude_agent_sdk`, or user asks to use Claude API, Anthropic — from…
Codified expertise for customs documentation, tariff classification, duty optimisation, restricted party screening, and regulatory compliance across multiple jurisdiction — from…
Analysiert aus mehreren Perspektiven. Run '/perspectives', 'multi-perspektive', oder 'verschiedene sichtweisen'.
Extract insights from Reddit discussions. Track communities, sentiment, and trends.
Hugging Face Transformers for loading Hub models, running pipeline inference, text generation, and Trainer fine-tuning on NLP, vision, audio, and multimodal tasks.
Enter explore mode - a thinking partner for exploring ideas, investigating problems, and clarifying requirements.
Discover and track emerging trends across Google Trends, Instagram, Facebook, YouTube, and TikTok to inform content strategy. — from majiayu000/claude-skill-registry
Check and process messages from autonomous AILANG agents. Use when starting a session, after agent handoffs, or when checking for completion notifications.
Defines form field specifications including validation rules, error states, and submission behavior. Updates the "フォーム仕様" section in screen spec.md.
Master API documentation with OpenAPI 3.1, AI-powered tools, and modern developer experience practices.
Project-wide health audit pipeline that fans out to all analysis skills in parallel, evaluates findings, and produces a unified report at .turbo/audit.md.
Trace upstream data lineage. Use when the user asks where data comes from, what feeds a table, upstream dependencies, data sources, or needs to understand data origins.
Configure mutual TLS (mTLS) for zero-trust service-to-service communication. Use when implementing zero-trust networking, certificate management, or securing internal ser — from…
When the user wants to design or optimize a supply chain network, determine facility locations, or configure distribution strategies.
Quick-reference sheet for OmicVerse tutorials spanning MOFA, GLUE pairing, SIMBA integration, TOSICA transfer, and StaVIA cartography. — from majiayu000/claude-skill-registry
Master behavior rules for Codex. Use as the top-priority baseline for request classification, coding quality, dependency awareness, and completion checks across all coding…
Universal scientific thinking framework for rigorous inquiry across all domains - from engineering and data analysis to social sciences, humanities, arts, and human behav — from…
Azure OpenAI Service 2025 models including GPT-5, GPT-4.1, reasoning models, and Azure AI Foundry integration — from majiayu000/claude-skill-registry
Guides users through configuring data acquisition systems on local machines using MCP tools for hardware discovery and direct YAML file editing for system parameters.
Create, optimize, update, and validate AGENTS.md files with maximum token efficiency. Use when the user asks to (1) create new AGENTS.md files for any repository, (2) opt — from…
Collect and report metrics on agent usage from git history implementing the 8 key metrics defined in agent-metrics.md for measuring agent system health effectiveness and adoption.
Routing guide for selecting the correct Perplexity tool. Reference before spawning any Perplexity agent.
Apply P12 Temporal Framing to organize understanding across past causes, present states, and future implications.
Clarify which files are authoritative for repository guidance, operational instructions, architecture, and status, and keep entrypoint docs short and link-driven once canonical…
Génère des Commands, Queries et Handlers suivant le pattern CQRS (Command Query Responsibility Segregation).
Call copy number variants using GATK best practices workflow. Supports both somatic (tumor-normal) and germline CNV detection from WGS or WES data.
Autonomous task execution with testing and security. Works through all tasks without stopping.
Documentation generation patterns for technical specs, API docs, user guides, and knowledge bases using real tools like Sphinx, MkDocs, TypeDoc, and Nextra.
Design and implement memory architectures for agent systems. Use when building agents that need to persist state across sessions, maintain entity consistency, or reason o — from…
Identify unusual patterns, outliers, and anomalies in data using statistical methods, isolation forests, and autoencoders for fraud detection and quality monitoring
Backend Implementation Workflow Agent. Backend만 구현이 필요한 경우 사용합니다. API 추가, 서비스 로직 구현, DB 스키마 변경 등을 오케스트레이션합니다. — from majiayu000/claude-skill-registry
NetworkX is a Python package for creating, manipulating, and analyzing complex networks and graphs. — from majiayu000/claude-skill-registry
Guide for designing Run resources in OptAIC. Use when creating PipelineRun, ExperimentRun, BacktestRun, PortfolioOptimizationRun, TrainingRun, InferenceRun, or MonitoringRun.
Solo(단일 페르소나), Crew(다중 페르소나), Adaptive(컨텍스트 전환) 모드를 위한 글쓰기 프로토콜. 섹션 매핑과 페르소나 조율 전략을 정의한다. 콘텐츠 생성 워크플로우를 결정하거나 다중 페르소나 콘텐츠를 조율할 때 사용한다.
Analyze bash commands for safety risks before execution. Use when user asks about command safety or when reviewing dangerous operations.
Query ChEMBL's bioactive molecules and drug discovery data. Search compounds by structure/properties, retrieve bioactivity data (IC50, Ki), find inhibitors, perform SAR s — from…
CLI for AI agents to search and lookup books for their humans. Uses Open Library API. No auth required. — from majiayu000/claude-skill-registry
Assess non-functional requirements across 6 quality categories (Security, Performance, Reliability, Maintainability, Scalability, Usability) with measurable criteria,…
Archaeological analysis of WordPress sites. Detects all page builders, audits plugins (active vs dead weight), maps content structure, finds orphaned shortcodes, measures…
Create a new API key. Requires authentication. Use for Agentuity cloud platform operations — from majiayu000/claude-skill-registry
Add alpha blending, alpha testing, or additive blending to an SDL GPU project. Configure blend state, sort transparent objects, and set up clip/discard for cutout transparency.
웹상의 정보를 '계획(Plan) -> 탐색(Fetch) -> 분석(Synthesize)' 과정을 통해 심층 리서치하고, 출처가 명시된 전문 보고서를 작성합니다.
Cloudflare Wrangler deployment patterns for Pitchey. Activates when deploying, publishing, or releasing to Cloudflare Pages or Workers.
MCP サーバーを削除する。「MCP 削除」「MCP を外して」「MCP サーバー削除」「mcp remove」「MCP を消して」「MCP サーバーをアンインストール」「MCP を取り除いて」などで起動。
Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking.
Scan support tickets, Slack channels, NPS scores, and usage patterns to flag accounts showing early churn indicators.
Evaluate a website, landing page, content, or any online asset through the eyes of pre-built synthetic ICP personas.
Generates app icons in all required sizes for iOS, Android, and PWA from a single source image. Use when user asks to "generate app icons", "create ios icons", "android a — from…
Detect user's technical level from first messages. Adjust all output language accordingly. — from majiayu000/claude-skill-registry
Design or extend contract-oriented validation at module, service, or workflow boundaries. Use when two components interact across a meaningful interface, downstream assumptions…
Expert speech-language pathologist specializing in AI-powered speech therapy, phoneme analysis, articulation visualization, voice disorders, fluency intervention, and ass — from…
Execute a single task with Pathfinder/Builder/Inspector crew. Self-fetches work from Beads.
Add Ollama MCP server so the container agent can call local models for cheaper/faster tasks like summarization, translation, or general queries.
Comprehensive guide for implementing Fullstory's User Identification API (setIdentity) across web applications.
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…
Cloudflare Workers KV key-value storage playbook: namespaces, bindings, Workers API (get/put/delete/list), metadata, expiration TTL, bulk operations, REST API, consistency model,…
First-principles assumption auditor. Classifies each hidden assumption (fact / convention / belief / interest-driven), ranks by fragility × impact, and rebuilds conclusio — from…
Identify orphan earthquakes far from mapped faults that indicate unmapped active structures. Use when analyzing microseismicity, finding dark earthquake source faults, or…
(ePost) Use when you need a full codebase overview, repo summary, or are unfamiliar with a repository structure