# Pull Request

## Description

<!-- Provide a brief description of your changes -->

## Type of Change

<!-- Mark the relevant option with an 'x' -->

- [ ] 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
- [ ] Security fix
- [ ] Dependency update

## Related Issues

<!-- Link to related issues using #issue_number -->

Fixes #
Relates to #

## Changes Made

<!-- List the specific changes you made -->

- 
- 
- 

## Testing

<!-- Describe the testing you performed -->

### Test Environment

- OS: 
- Python Version: 
- Database: 
- Browser (if applicable): 

### Tests Performed

- [ ] Unit tests pass
- [ ] Integration tests pass
- [ ] Manual testing completed
- [ ] Browser compatibility tested (if UI changes)

### Test Coverage

<!-- If you added new code, describe the test coverage -->

- [ ] Added new tests for new functionality
- [ ] Updated existing tests
- [ ] No tests needed (documentation/config only)

## Security Checklist

<!-- Confirm security considerations -->

- [ ] No sensitive data (API keys, passwords, tokens) included in code
- [ ] All user inputs are validated and sanitized
- [ ] No SQL injection vulnerabilities
- [ ] No XSS vulnerabilities
- [ ] Dependencies checked for known vulnerabilities
- [ ] Security implications documented (if applicable)

## Documentation

<!-- Documentation updates -->

- [ ] Code comments added/updated
- [ ] README.md updated (if needed)
- [ ] Documentation updated (if needed)
- [ ] CHANGELOG.md updated
- [ ] API documentation updated (if applicable)

## Screenshots (if applicable)

<!-- If applicable, add screenshots to demonstrate UI changes -->

### Before


### After


## Deployment Notes

<!-- Any special deployment considerations -->

- [ ] Database migrations required
- [ ] Environment variables added/changed
- [ ] Configuration changes needed
- [ ] Dependencies updated (requirements.txt)
- [ ] No deployment steps required

### Migration Steps

<!-- If migrations are required, list the steps -->

1. 
2. 

## Performance Impact

<!-- Describe any performance implications -->

- [ ] No performance impact
- [ ] Performance improved
- [ ] Performance impact (explain below)

## Breaking Changes

<!-- If this is a breaking change, describe what breaks and migration path -->



## Checklist

<!-- Final checklist before submitting -->

- [ ] My code follows the project's coding standards (PEP 8)
- [ ] I have performed a self-review of my 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 checked my code for security vulnerabilities

## Additional Notes

<!-- Any additional information that reviewers should know -->


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## For Reviewers

### Review Focus Areas

- [ ] Security implications
- [ ] Performance impact
- [ ] Code quality and maintainability
- [ ] Test coverage
- [ ] Documentation completeness