Adaptive Guard Skill

Core design principle: The guard system must not block the main workflow. If not suspicious, process in parallel. If suspicious, halt but explain. Learning is always asynchronous.

Performance target: 98% of messages → Processed under 50ms.

ARCHITECTURE OVERVIEW