Fix episodic memory: store relative district rank instead of absolute ID

Fix All: Cleaned All Files

Fix memory threshold, pre-compute lag estimates in hard prompt

Improve agent: fix strategy rule, chain-of-thought, 8 rollouts, better memory

Swap grader weights: hospital=45% primary constraint, containment=30%, calibrate environment

Initial submission: Cascade Containment