Move discovered visuals through a real review decision.
Needs review and Approved are visible states with per-item editing, page-level bulk decisions, discard, and undo.
- Edit metadata and approve an individual candidate in one step.
- Bulk-approve or discard candidates, then undo a mistaken decision.
- Only active, approved assets are eligible for normal downstream reuse.