AI GM Context Discipline
Keep Huntcraft Core as the only permanently pinned instruction. Put the System Profile and the three procedure instructions on Partial visibility so the GM knows they exist and can read them when needed. Keep bulk Quarries, Preparations, Equipment, Conditions, and Remnants Searchable.
During play, keep the active Hunt Pinned or otherwise reliably present because it owns discovered Truths, Aspect states, Pressure, active Preparations, chosen Resolution, and outcome. Keep the Quarry catalog Searchable.
The owning record is authoritative. A tool named Spirit Breaker has only the capability its Equipment record grants. A creature called Invincible is only invulnerable where its Quarry Aspects say so. A Preparation with dramatic flavor grants only its written access.
Regression-test state discipline: clarification messages do not advance Pressure; named gear does not acquire invented functions; successful Truth discovery remains discovered; Aspect changes occur only from their written conditions; and a completed Resolution does not receive an extra hidden roll.