First-party operational, safety, cost, and semantic eval metrics.

All inputs are bounded before traversal and every result is a normalized 0..1 score with content-free metadata. The metric never calls a provider; LLM-backed semantic judging belongs in adk_eval_llm_judge or an ensemble.