- Implement PersonalityAdaptation class with time-weighted learning and stability controls
- Integrate PersonalityLearner with MemoryManager and export system
- Create memory-integrated personality system in src/personality.py
- Add core personality protection while enabling adaptive learning
- Close personality learning integration gap from verification report