Operator directives: (1) the UI must show what's executing, its risk
classification, live status, and what knowledge the session created — the
system's growth should be visible, not just trusted. (2) approval should be
granted by chat assent ("go ahead"), not a separate button; destructive
actions still require a typed confirmation phrase.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>