Finalize forecast tracking and result automation

Finalize forecast integrity and evaluation gates

Calibrate forecasts and add market blend gate

Finalize public release and live forecast proof tooling

Complete forecasting release gates and official bracket

Snapshot update + 14 pre-registered forecast files

Harden dataset evaluation and expose runtime fallback

Build Underdog Lab forecasting hackathon app