開發

A comprehensive framework for high-performance engineering management and task execution. It guides users through reducing ambiguity, defining "Done," choosing the optimal leadership positioning, and managing risks via implication-based communication.

Generate boilerplate code for new CasareRPA automation nodes. See templates/ for category-specific templates and references/ for the complete checklist. Use when: creating new nodes, adding node categories, implementing BaseNode patterns, @properties decorator, node registration, get_parameter usage.

Fetch and summarize web content for any research task - documentation, design inspiration, competitor analysis, tutorials, API docs. Use when you need to understand web pages, extract key information, research patterns, or gather context for development work.

Generate and run unit and integration tests using pytest (Python) or Jest (JavaScript) with fixtures, mocks, and async support. Use for test-driven development, code review validation, coverage verification, and regression testing. Target 80%+ code coverage. Supports pytest markers, Jest snapshots, and CI/CD integration. Triggers on "test", "TDD", "unit test", "integration test", "test coverage", "pytest", "jest".

Node.js backend patterns with Express/Fastify, repositories

Enforces running unit tests and linting before committing code changes in the unsealed-networks repository

Create professional, editorially sophisticated portfolio HTML pages for 360 Social Impact Studios client ventures using Vianeo business validation sprint data

Expert software product manager who works directly with stakeholders to understand their needs and create comprehensive product specifications. Use when users need help designing software, defining requirements, creating PRDs, writing user stories, or developing functional specifications. Guides product management aspects of software development, asks clarifying questions, uncovers unstated preferences and assumptions, determines happy paths and error handling, and creates documentation understandable to both stakeholders and engineers.

Tests local web applications using browser automation for UI verification, form testing, and screenshot capture. Use when validating frontend functionality, debugging UI behavior, or performing visual regression testing. Triggers on test requests, UI verification, or screenshot capture needs.

コードリファクタリングスキル（DRY原則適用、複雑度削減、パフォーマンス最適化、デグレーション防止）

Write, debug, review and explain source code following object-oriented best practices, DDD principles, and comprehensive testing standards. Use when writing new code, refactoring, debugging, code review, or explaining programming concepts.

FastAPI/Next.js/Express integration patterns

Run development tasks including build, dev server, linting, formatting, and Rsbuild configuration. Use when building the project, starting dev server, fixing lint errors, formatting code, or configuring Rsbuild.

Build production-ready Node.js backend services with Express/Fastify, implementing middleware patterns, error handling, authentication, database integration, and API design best practices. Use when creating Node.js servers, REST APIs, GraphQL backends, or microservices architectures.

Use when editing docs/index.html, creating charts with Plot, adding SQL cells, loading data with FileAttachment, or building visualizations. Triggers on any editing of docs/index.html, Observable notebooks, or front-end visualization work.

Automates updating googleai_dart when Gemini Live API WebSocket schema changes. Fetches latest schema, compares against current, generates changelogs and prioritized implementation plans. Use for: (1) Checking for Live API updates, (2) Generating implementation plans for WebSocket changes, (3) Creating new message types from schema, (4) Syncing local schema with upstream. Triggers: "update live api", "sync websocket", "new messages", "live api changes", "check for live updates", "update live schema", "websocket version", "fetch live schema", "compare live schema", "what changed in live api", "live implementation plan".

Fourth step in building instruction context for codebase

Write clean, maintainable Go code following Clean Architecture, dependency injection, and ChecklistApplication patterns. Use when writing new Go code, refactoring, or implementing features.

Auto-invoked when user mentions "n8n workflow", "n8n project", "sync workflows", "push workflow", "workflow automation", or discusses n8n node configuration. Provides guidance on n8n workflow structure, editing JSON workflows programmatically, and best practices.

Persistent context management system for web developers that never loses work between Claude Desktop sessions. Features automatic context backup, work session continuity, project state management, and comprehensive error recovery.