Author

Shane Caldwell

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Review Aug 2026

ProofJudge: Tool-Grounded LLM Evaluation of Formal Proof Quality in Mathlib

ProofJudge is introduced, an agentic LLM-as-judge system that scores formal proof quality along five dimensions beyond correctness: library leverage, automation fit, structural clarity, statement quality, and Mathlib conventions.

Shane Caldwell · 0 citations