REFACTOR
## Deliverable
Refine the validation matrix and acceptance-reporting structure after GREEN while preserving the desktop UX/UI gate.
## Dependencies
- Parent work item: #220.
## Completion evidence
- Cleanup notes for validation structure and acceptance reporting.
Phase
Evidence that the validation gate remains intact.
Acceptance criteria
The cleanup does not weaken the desktop UX/UI acceptance gate.
Parent: Work Item: Add screenshot-level validation and desktop acceptance checks #220