council-pilot

Fully autonomous expert forum builder and project maturity engine. User delivers an idea, auto-distills domain experts from web sources, builds knowledge base with breadth/depth/thickness/effectiveness, scores maturity (0-100), builds project code, debugs, re-scores in adversarial loop until 100/100, then submits to GitHub. Composes research-loop, GAN-style agents, council deliberation, and verification-loop patterns. TRIGGER when: user provides an idea/concept/domain and wants expert-driven project built end-to-end; or says "distill experts", "expert forum", "build with experts", "maturity loop", or "full auto build".