LLM Eval Framework Builder
Builds a complete LLM evaluation framework — quality dimensions, a golden dataset, code-based and model-graded rubric graders, judge calibration, and CI regression rules. Use when the user says build LLM evals, create a golden dataset, or set up LLM-as-judge. Do not use when they want to debug one bad model output, not build a repeatable measurement system.