LLM-as-a-Judge Evaluation

Google's Agent Skills team scores judge accuracy by aggregating true/false checks

The team's argument is that reliability in an LLM judge comes from how the rubric is written rather than which grader you buy, and that holding every question to an observable boolean lets a smaller model do the grading.