Perception system emits DirectObservation/LeftLOS knowledge events based on snapshot visibility. Entities entering LOS get Direct confidence; leaving LOS downgrades to KnowsDetails. System params are optional for backward compatibility when KnowledgePlugin is not registered. 28 knowledge graph unit tests included. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>