Add Phase 4 advisory surfaces for declared AI-provider connection status
(no secrets, no live probe claims) and operational insights derived only
from durable traffic, health, provider, and analytics evidence.
Co-Authored-By: Claude Opus 4.8 (1M context) <[email protected]>
