## Description
<!-- Briefly describe what this PR does and why. -->
## Related Issues
<!-- Link related issues: Closes #123, Fixes #456 -->
## Type of Change
- [ ] Bug fix (non-breaking change that fixes an issue)
- [ ] New feature (non-breaking change that adds functionality)
- [ ] Breaking change (fix or feature that would cause existing functionality to change)
- [ ] Documentation update
- [ ] Refactoring (no functional changes)
- [ ] CI/CD or infrastructure change
- [ ] Dependency update
## Checklist
- [ ] My code follows the project's coding standards (Ruff, MyPy, pydocstyle)
- [ ] I have added tests that prove my fix is effective or my feature works
- [ ] All new and existing tests pass (`make test`)
- [ ] Pre-commit hooks pass (`make pre-commit`)
- [ ] Code coverage remains >= 80% (`make coverage`)
- [ ] I have updated documentation where necessary
- [ ] I have updated `CHANGELOG.md` (if applicable)
- [ ] My PR title follows [Conventional Commits](https://www.conventionalcommits.org/) format
## Testing
<!-- Describe how you tested your changes. -->
## Screenshots / Logs
<!-- If applicable, add screenshots or log output. -->