A production-grade, multi-agent orchestration system built on a strict operational constraint: ```Test reality → Extract signal → Classify → Act```. This is not a chatbot. It is a decision-enforcement engine. It prevents building without signal, ensuring that actions (Scale, Reframe, Kill) are driven by verifiable reality rather than intuition.