Expose data_lag_days in CityObservation; remove fragile num_districts==6 inference

Fix All: Cleaned All Files

Fix restriction auto-lift, density-weighted penalty, /info endpoint accuracy, updated README

Fix realism: natural recovery in spread, hospital breach at 10%, linear spillover, correct prompt

Initial submission: Cascade Containment