Input Draft
Assignment intent + tone target.
Generation Map
↓
Meaning Lock
Protect claims/citations.
Model Router
Claude + GPT-family routing.
Voice Layer
Student cadence shaping.
↓
Verification
Retry until quality lock passes.
↓
Output Text
Final rewritten result.