## Summary ## 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 change) - [ ] Documentation update - [ ] Refactoring (no functional changes) ## Testing - [ ] Unit tests pass (`pytest tests/`) - [ ] Architecture validation passes (`python scripts/validate/validate_architecture.py`) - [ ] Manual testing performed ## Checklist - [ ] My code follows the project's coding standards - [ ] I have updated the documentation accordingly - [ ] I have added tests that prove my fix/feature works - [ ] All new and existing tests pass - [ ] No new warnings are introduced ## Related Issues Closes # ## Screenshots