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PostgreSQL + pgvector + PGroonga で GraphRAG を構築。自然言語でプロジェクトを説明すると、最適なEntity/Edge型、スキーマ、クエリパターンを設計・生成。Use when the user mentions "GraphRAG", "knowledge graph", or wants to build RAG with relationships.
Build and execute WIQL (Work Item Query Language) queries for Azure DevOps. Use when the user wants to query work items, find bugs, list tasks, search by assignee, filter by state, find items in a sprint, or build custom work item queries. Use when u...
Comprehensive research, analysis, and content extraction system. Multi-source parallel research using available researcher agents. Deep content analysis with extended thinking. Intelligent retrieval for difficult sites. Fabric pattern selection for 2...
PRIMARY tool for fetching library/framework documentation. PROACTIVELY use instead of WebFetch/WebSearch when user requests docs, API references, setup guides, or code examples for any programming library or framework. Use this skill immediately when...
Deep methodology knowledge for STC including outcome regression approach, effect modifier selection, covariate centering, and comparison with MAIC. Use when conducting or reviewing STC analyses.
ASP.NET Core controller patterns including thin controllers, routing, parameter binding, response types, and DTOs. Use when creating or reviewing API controllers.
Develops Inertia.js v2 Vue client-side applications. Activates when creating Vue pages, forms, or navigation; using <Link>, <Form>, useForm, or router; working with deferred props, prefetching, or polling; or when user mentions Vue with Inertia, Vue...
Next.js 16 Cache Components - PPR, use cache directive, cacheLife, cacheTag, updateTag
git の staged な変更から適切なコミットメッセージを生成します。コミットメッセージの作成、git diff の確認、変更のレビューが必要なときに使用してください。
Use inspect-value Web Component to display and inspect JavaScript values in any framework (React, Vue, Angular, Svelte) or vanilla JS. Use when user needs to visualize data structures, debug state, or create interactive value inspectors.
This skill covers patterns for programmatically generating branded PowerPoint presentations using `python-pptx`, including chart insertion, template handling, and PDF export.
Comprehensive DevOps and infrastructure guide covering Docker, Kubernetes, AWS, Terraform, CI/CD pipelines, Linux, and cloud deployment strategies. Use when setting up infrastructure, automation, or deployment systems.
Use when you have a written implementation plan to execute in a separate session with review checkpoints
Interactive, human-in-the-loop Python backend repository scaffolding with industrial-grade quality standards. Guides code generation agents through a structured, multi-stage workflow to produce minimal, testable Python backend repositories. Use this...
Interactive, human-in-the-loop Python backend repository scaffolding with industrial-grade quality standards. Guides code generation agents through a structured, multi-stage workflow to produce minimal, testable Python backend repositories. Use this...
Translate ambiguous natural language specifications into a formal Intermediate Verification Language (IVL). Use when users provide English specs, requirements, or descriptions of desired behavior and need unambiguous, verifiable specifications. Trigg...
Design end-to-end post-training pipelines using all four RHAI libraries
UI/UX design audit with Steve Jobs and Jony Ive design philosophy
Use when the user wants to provision AWS GPU instances, check GPU instance status, terminate instances, manage EBS data volumes, or clean up cloud resources. Wraps the aws-bootstrap CLI for EC2 GPU instance lifecycle management (launch, status, termi...
This skill transforms Claude into an expert UI designer who understands and applies fundamental design principles with precision. The skill is grounded in cognitive psychology (Gestalt principles), information theory (signal-to-noise ratio), and inte...
Create, link, and manage shared skills across Claude Code and OpenAI Codex. Use when creating new skills, adding shared skills, converting agent-specific skills to shared, or checking skill status.
Use when adding, retrieving, or managing comments on commits using git-xnotes. Provides complete workflow for adding comments (standalone, inline, threaded), viewing comments, and synchronizing comment notes.
Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verification
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