# Pull Request

## Description

<!-- Provide a brief description of the changes in this PR -->

## Type of Change

- [ ] 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
- [ ] Performance improvement
- [ ] Code refactoring
- [ ] Dependency update

## Related Issue

<!-- Link to the issue this PR addresses -->
Closes #

## Changes Made

<!-- List the specific changes made in this PR -->

- 
- 
- 

## Testing

<!-- Describe the tests you ran to verify your changes -->

**Test Configuration:**
- OS: 
- Python version: 
- Node version: 

**Tests Run:**
- [ ] Unit tests pass (`make test` or `pytest`)
- [ ] Integration tests pass
- [ ] Linting passes (`make lint` or `ruff check`)
- [ ] Type checking passes (`mypy`)
- [ ] Manual testing completed

## Checklist

- [ ] My code follows the project's code style
- [ ] I have performed a self-review of my own code
- [ ] I have commented my code, particularly in hard-to-understand areas
- [ ] I have made corresponding changes to the documentation
- [ ] My changes generate no new warnings
- [ ] I have added tests that prove my fix is effective or that my feature works
- [ ] New and existing unit tests pass locally with my changes
- [ ] Any dependent changes have been merged and published
- [ ] I have updated the CHANGELOG.md (if applicable)

## Screenshots (if applicable)

<!-- Add screenshots to help explain your changes -->

## Performance Impact

<!-- Describe any performance implications of your changes -->

- [ ] No performance impact
- [ ] Performance improved
- [ ] Performance degraded (explain why this is acceptable)

## Breaking Changes

<!-- If this is a breaking change, describe the impact and migration path -->

## Additional Context

<!-- Add any other context about the PR here -->

## Reviewer Notes

<!-- Any specific areas you'd like reviewers to focus on? -->
