Initial plan

[NguyenCuong1989]

Pull Request

📝 Description

Brief description of what this PR does.

Fixes #(issue_number)

🎯 Type of Change

• 🐛 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
• 🎨 Code style update (formatting, renaming)
• ♻️ Code refactoring (no functional changes)
• ⚡ Performance improvement
• ✅ Test update
• 🔧 Build/CI update

🧬 DAIOF Philosophy Check

• Maintains AI-Human interdependence
• Respects immutable genes (no changes to human_dependency_coefficient, etc.)
• Follows biological metaphors accurately
• Enhances safety and alignment
• Compatible with Vietnamese consciousness integration

🧪 Testing

Tests Added/Updated

• Unit tests
• Integration tests
• Immutability tests
• Edge case tests

Test Results

# Paste test output here
pytest tests/ -v

📋 Checklist

Code Quality

• My code follows the style guidelines (Black formatted)
• I have performed a self-review of my code
• I have commented my code, particularly in hard-to-understand areas
• I have added docstrings to all public methods
• I have added type hints where appropriate

Documentation

• I have updated the documentation accordingly
• I have updated CHANGELOG.md
• I have added examples if needed
• My changes generate no new warnings

Testing

• I have added tests that prove my fix is effective or feature works
• New and existing unit tests pass locally
• I have tested edge cases
• I have verified immutable genes remain immutable

📊 Performance Impact

Does this change affect performance?

• No performance impact
• Performance improved
• Performance decreased (explain below)

Performance details (if applicable):

💥 Breaking Changes

Does this PR introduce breaking changes?

• No breaking changes
• Yes (describe migration path below)

Migration guide (if applicable):

📸 Screenshots/Demo (if applicable)

Add screenshots or demo output if relevant.

🔗 Related Issues/PRs

• Related to #
• Depends on #
• Blocks #

📚 Additional Notes

Any additional information reviewers should know.

Reviewer Focus Areas

What should reviewers pay special attention to?

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🙏 Acknowledgments

Thanks to everyone who contributed ideas or feedback!

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By submitting this PR, I confirm that:

• I have read the CONTRIBUTING.md guide
• My contribution is under the MIT License
• I understand that this code will be maintained by the DAIOF AI organism
• I respect the Creator Authority of Alpha_Prime_Omega (4287)

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Thank you for contributing to DAIOF! 🌟

[qodo-code-review]

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