Comprehensive code quality and security audit for financial systems. Use when asked to "review code", "code review", "security audit", "check for issues", "審核程式碼", "檢查安全性", or before merging changes. Focuses on DDD compliance, financial precision (no floats…
Finalize and document completed change packages at Stage 6. Use when asked to archive changes, finalize work, or close change-package documentation.
Orchestrate the six-stage development workflow. Use when user asks "what stage am I at?", "what's next?", "workflow status", "where should I start?", "工作流程", "下一步是什麼", "我在哪個階段", or wants guidance on the development process. Detects current state by checking…
For ai-dev-workflow template maintainers only. Do not trigger during normal development workflow. Deterministic pre-review gate that verifies source vs .github/** sync parity and catalog counts before committing changes to the template repo itself. Triggers…
Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes.
Frontend development patterns for React, Next.js, state management, performance optimization, and UI best practices.
Break down specifications into executable implementation plans with TDD integration. Use when asked to "create plan", "break down tasks", "implementation roadmap", "規劃實作", "拆解任務", "執行計畫", or need step-by-step implementation guidance with test strategies and…
Adversarial evaluation patterns for any output or decision where you want a devil's advocate challenge before committing. Use when: you want to challenge a decision, get an adversarial second opinion, implement self-critique loops, apply rubric-based scoring,…