## Summary

- [ ] Tests added/updated
- [ ] Docs updated (README/docs) if behavior changed
- [ ] Lint/type checks pass locally (`ruff`, `mypy`, `pytest`)

## Problem / Context

## Solution

## Testing
- Command(s) run: