A multi-agent system where 11 specialist agents argue their way to a software specification. Built around making the reasoning legible and contestable: an adversarial skeptic, schema-forced verdicts when a user pushes back, and a deterministic validator that catches contradictions between agents.
How it knows: A skeptic agent builds the strongest case against the system's own recommendation, and a deterministic NetworkX validator sweeps role-scoped sub-graphs for cross-agent contradictions before the spec is assembled.
Nicholas Smith - all work