# Pull Request

## Description
<!-- Provide a summary of your changes and the problem they solve -->

## Type of Change
- [ ] Bug fix
- [ ] New feature
- [ ] Documentation update
- [ ] Performance improvement
- [ ] Code refactoring
- [ ] Test improvement
- [ ] Build/CI update
- [ ] Other (please describe):

## Related Issues
<!-- Link related issues below with "Fixes #xyz" or "Closes #xyz" -->

## Testing Performed
<!-- Describe the testing you've done: unit tests, integration tests, manual verification, etc. -->

## PR Checklist
Please check all that apply:

### Code Quality
- [ ] My code follows the style guidelines of this project (run pre-commit hooks)
- [ ] I have performed a self-review of my code
- [ ] My changes generate no new warnings or errors
- [ ] I have commented my code, particularly in hard-to-understand areas
- [ ] I have made corresponding changes to documentation

### Testing
- [ ] I have added tests that prove my fix is effective or that my feature works
- [ ] All new and existing tests pass locally
- [ ] I have verified my changes in a development environment

### Documentation
- [ ] I have updated relevant documentation (README, docs/*.md)
- [ ] I have updated docstrings for public API methods/functions
- [ ] I have updated CHANGELOG.md (for significant changes)

### Dependencies
- [ ] I have updated requirements.txt or pyproject.toml if I added new dependencies
- [ ] I have verified compatibility with existing dependencies

### Security
- [ ] I have followed security best practices in my code
- [ ] My code doesn't introduce any new security vulnerabilities
- [ ] I have considered privacy implications

### Performance
- [ ] My code doesn't introduce significant performance regressions
- [ ] For performance-sensitive code, I've included benchmarks

### Zero-Knowledge Proofs
- [ ] Changes to ZK circuits have been properly tested
- [ ] Proof generation and verification are working correctly
- [ ] Changes maintain privacy guarantees

## Screenshots/Demo
<!-- If applicable, add screenshots or demo video links to help explain your changes -->

## Additional Notes
<!-- Add any other information about the PR here --> 