MateiFratila

Design and maintain D&D world state, scoped adjudicator payloads, turn-log history, snapshot/trace naming, and token-budget-safe context shaping. Use when changing `WorldState`, `turn_log`, orchestrator payloads, session metadata, or debugging token-limit/state-history regressions.

Improve and optimize prompts for agents and actor-style role behavior. Use for tightening instructions, reducing ambiguity, improving reliability, and increasing actionability with measurable checks.