## Description
<!-- Provide a clear and concise description of your changes -->
## Type of Change
<!-- Check all that apply -->
- [ ] 🐛 Bug fix (non-breaking change which fixes an issue)
- [ ] ✨ New feature (non-breaking change which adds functionality)
- [ ] 💥 Breaking change (fix or feature that would cause existing functionality to not work as expected)
- [ ] 📚 Documentation update
- [ ] 🔧 Chore (refactoring, tooling, dependencies)
- [ ] ✅ Test improvements
## Related Issues
<!-- Link related issues: Fixes #123, Related to #456 -->
Fixes #
## Changes Made
<!-- List the specific changes in bullet points -->
-
-
-
## Testing
<!-- Describe how you tested these changes -->
### Test Commands Run
```bash
# Example commands you ran
uv run pytest tests/unit/test_new_feature.py -v
uv tool run ruff check .
uv tool run mypy src
```
### Test Results
<!-- Paste relevant test output or describe manual testing -->
```
All tests passed
Coverage: 85%
```
## Screenshots (if applicable)
<!-- Add screenshots to demonstrate UI changes or new functionality -->
## Checklist
<!-- Ensure you've completed all relevant items -->
### Code Quality
- [ ] Code follows the project's style guidelines (PEP 8, type hints)
- [ ] `uv tool run ruff check .` passes
- [ ] `uv tool run ruff format .` has been run
- [ ] `uv tool run mypy src` passes with no errors
- [ ] All tests pass: `uv run pytest`
### Testing
- [ ] Existing tests pass
- [ ] New tests added for new functionality
- [ ] Integration tests updated (if needed)
- [ ] Test coverage maintained or improved
### Documentation
- [ ] README updated (if needed)
- [ ] CHANGELOG.md updated with changes
- [ ] Docstrings added/updated for new functions
- [ ] Type hints are complete and accurate
### Compatibility
- [ ] Changes are backwards compatible
- [ ] If breaking changes, migration guide provided
- [ ] server.json updated (if MCP interface changed)
### Review Ready
- [ ] Self-reviewed the code
- [ ] Comments added for complex logic
- [ ] No debugging code or commented-out code left
- [ ] Commit messages follow [Conventional Commits](https://www.conventionalcommits.org/)
## Additional Notes
<!-- Any additional information for reviewers -->
## Reviewer Guidance
<!-- Help reviewers focus on specific areas -->
- **Focus areas**:
- **Known limitations**:
- **Future improvements**:
---
By submitting this pull request, I confirm that my contribution is made under the terms of the MIT License.