Add LLM memory quality eval gate and promote OpenAI-agent readiness updates

feat: add fault chaos permutations and operator UX contracts

refactor: share operator auth normalization and risk logic

Wave 37: add multimodal grounding, context-aware nudges, and repeatable soak cycles

Wave 36: add proactive triage, preference learning, and operator guidance

Extract run/listen loops and operator status from main runtime