Governance standard and reference toolset for LLM-maintained knowledge corpora

Deterministic, persistent graph server for tracking workflow state, decisions, and blockers.

Deterministic, persistent 3D/2D spatial world model for AI agents with entity tracking, object permanence, movement simulation, and expected view frustum projection.