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Operator

The Operator is the workhorse — deliberately the smallest viable model. It builds each feature against its frozen suite and runs the bounded repair loops of RHA: the high-volume tree traversal where per-call cost dominates.

The architecture is designed so a weak model succeeds by iteration rather than brilliance: bounded units, deterministic verification after every attempt, fresh decorrelated retries on stall. Ten cheap draws from a 2B model, independently sampled, beat one anchored grind.

Knobs (per-Operator, in the Control Panel)

max passes · swarm width · warmth / temperature ceiling · effort · max attempts · stall limit. With two Operators (Advanced Mode), each has independent knobs — a temperature that helps one model can hurt another.

Badge color: green, with local-vs-cloud and endpoint shown; an Operator card is live only when its provider is connected and verified.