Add local H100 scientist eval tooling

Add 12 scoring & environment improvements with full test coverage

Add model-driven local runtime and dynamic demo flow

Finalize demo flow and training assets

Add MOD 08 schema tests, V2 training stack, and close MOD 08/JDG 07/API 01/OBS 02

Add FND 08 contract, model updates, task docs, and completion tracking