OrderTrace Eval is a lightweight offline lab for evaluating agent behavior beyond the final answer. It checks task success, tool choice, arguments, grounding, output format, and constraints from replayable traces, with explainable PASS/FAIL results. Built and release-hardened with GPT-6 Astra.