Overview
The first objective in a new feature is not to produce a plan. It is to establish a shared design concept between the human participants and the agent. A brief request such as "add gamification" contains too many hidden decisions to be implemented safely. The agent should expose those decisions through a structured interview before it creates a specification or writes code.