Each AI action now carries a compact world_changes summary (derived from its stored snapshot), rendered as small chips beneath the message: numeric stats show a signed delta (green up / red down), flags show on/off, milestones show a check. Gives an at-a-glance "what changed" without opening Insights. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>