🔄 Longitudinal Phenotype Evolution Tracker
עקרון: Kids' phenotypes NOT static. Track when/how they shift. Auto-adjust interventions as profile evolves.
Phenotype Trajectory Over 12 Months
📍 Major Phenotype Shifts:
Puberty onset (Month 6)
Change: Motivation drops (hormonal)
Response: Increase intrinsic rewards, reduce external points
School transition (Month 4)
Change: Persistence increases (new routine)
Response: Capitalize on momentum, add challenge
Medication adjustment (Month 8)
Change: Impulsivity improves significantly
Response: Reduce behavioral scaffolding gradually
Current Profile
High-motivation (70), High-persistence (75), Low-impulsivity (45)
Intervention Shift
Add complex transfer tasks. Reduce external rewards. Focus on mastery.
✅ Why This Matters:
Static intervention = failure. Kids evolve. System that adapts to phenotype evolution = 3x better outcomes.
