Reviews changes to this CopilotKit v2 + A2UI workshop app (server.ts, src/lessons, src/catalog, src/components) for known framework pitfalls and the repo's established patterns. Use after editing agent/runtime/lesson/catalog code, before committing.
A guided 20–30 min tour of the L2 → L4 Generative-UI spectrum — the idea behind each level, one hands-on aha, and when to choose chat vs. components vs. declarative UI.
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.
Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup.
Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation.