Runs automated tests to validate plugin integrity across 14 categories. Use before creating PRs, after making changes to skills or templates, or to verify plugin health.
Document software architecture using ARCHITECTURE.md and docs/*.md files with Mermaid diagrams. Use proactively when ARCHITECTURE.md exists in project root, or invoke to create…
Generate Mermaid architecture diagrams from your codebase. Produces C4 context and container diagrams, sequence diagrams for key flows, ER diagrams from database schemas, and…
Use when implementing data validation for API payloads, form inputs, or database writes. Triggers for: Pydantic models, Zod schemas, input sanitization, type validation, field…
Production-grade AI agent patterns with MCP integration, agentic RAG, handoff orchestration, multi-layer guardrails, observability, token economics, ROI frameworks, and…
UI 样式修改协作流程。当用户要求修改页面样式、调整布局、改 UI 细节时使用。通过"截图定位 → 现状描述 → 方案选择 → 改代码 → 微调"的结构化流程，减少沟通偏差，避免浪费 token。
心理学の 10 法則（Jakob's Law, Fitts's Law, Miller's Law, Hick's Law, Postel's Law, Peak-End Rule, Aesthetic-Usability Effect, Von Restorff Effect, Tesler's Law, Doherty…
Think through hard decisions without getting paralyzed