| ## Description | |
| Brief description of changes. | |
| ## 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 not work as expected) | |
| - [ ] Documentation update | |
| ## Testing | |
| - [ ] Unit tests pass (`pytest tests/ -v`) | |
| - [ ] Benchmark suite passes (`python -m benchmarks.benchmark`) | |
| - [ ] Manual testing performed | |
| ## Checklist | |
| - [ ] Code follows project style guidelines | |
| - [ ] Self-review performed | |
| - [ ] Comments added for complex code | |
| - [ ] Documentation updated (README, CHANGELOG) | |
| - [ ] No new warnings introduced | |