## Improvement Area

- [ ] Documentation
- [ ] Tests
- [ ] Git / workflow
- [ ] Other

## Issue

- Closes #

<!-- Replace the example with the issue number this PR resolves. -->

## Summary

<!-- Explain the problem this PR solves and the user-visible outcome. -->

## Changes

- 

## Testing

- [ ] `bash tests/run_test.sh`
- [ ] Manual verification completed
- [ ] Tests not run

### Testing Notes

<!-- List exactly what you tested and any relevant results. -->

## Screenshots or Recordings

<!-- Add before/after screenshots, short videos, or "N/A". -->

## Deployment / Rollout Notes

- [ ] No special rollout steps
- [ ] Documentation only
- [ ] Other

### Notes

<!-- Add migration names, config changes, rollback notes, or "None". -->

## Checklist

- [ ] Scope is limited to the selected area above.
- [ ] Related docs or comments were updated if needed.
- [ ] I ran `bash tests/run_test.sh`.
- [ ] The PR references a issue number.
- [ ] Any follow-up work is tracked in TODO.md or an issue.
