325 Agent — Hybrid Token-Efficient Router
93.2% local solve at zero tokens. 96.8% savings vs Fireworks. 11 solvers across 6 domains. 3-tier cascade with dual consensus. 125 test tasks, 50 adversarial. Published failure taxonomy. Solo dev. MIT. 54.5MB Docker.