Add OpenEnv client, compat layer, manifest, scripts, GRPO plot hook, and README

fix: gemini retry backoff + tom belief diagnostic logging

feat: streamline parlay for demo mode and add spectator negotiation mechanics

feat: split Gemini 2.5 Flash (demo) and Flash-Lite (data), SFT threshold 0.3, favicon + check_gemini

feat: project setup