## Summary

<!-- Two or three sentences: what changed and why. -->

## Related Jira Issue

**Jira**: [QUE-XXX](https://mandeng.atlassian.net/browse/QUE-XXX)

<!-- This repository tracks work in Jira, not GitHub Issues. Reference the
     ticket above. Do not use GitHub's issue-closing keywords here; there are
     no GitHub Issues for them to close. -->

## Acceptance Criteria - Functional Evidence

<!-- One section per acceptance criterion on the ticket, quoted from Jira.
     Each needs a real example: the command actually run and its real output,
     against production or realistic data. See docs/GITHUB_WORKFLOW_SPEC.md
     for the full structure. -->

### ✅ AC1: [Criterion, quoted from the ticket]

**Real Example: [what was exercised]**

```
[the command run]
[its actual output]
```

**Results:**

- ✓ [measurable outcome]

---

## Test Evidence

**REQUIRED**: no PR is accepted without this.

**Command**: `<!-- e.g. uv run pytest -->`
**Result**: <!-- PASS or FAIL -->
**Output**:

```
<!-- paste the relevant output -->
```

**Coverage**: <!-- state the figure, or say none was measured and why -->

## Changes Made

<!-- The main changes, by file or area. -->

-

## Additional Notes

<!-- Open items, reviewer notes, anything deliberately left undone. -->