benchmark-arbiter

Grade cat-factory benchmark runs. Use when asked to grade, score, judge, or arbitrate a benchmark run produced by the benchmark-harness (cat-bench) — typically a directory under docs/benchmarks/ containing a grading/ folder. Reads each cell's candidate output against its rubric and writes grades.json, grading-summary.md, and conclusions.md.