skip HF Hub download on HF Spaces

final demo polish

improve local demo UI

lazy load bluff classifier cache

fix HF Hub model repo for bluff classifier

HF Hub fallback for bluff classifier

negotiation bluff classifier + message cleaner

Verification pass — all 6 tests green

Add all code, exclude large model weights

Initial commit: ArbitrAgent with README, agent loop, envs, demo, training