About
Scholar Evaluation is a specialized skill for Claude Code designed to provide structured, peer-review-quality feedback on scientific and academic documents. Grounded in the ScholarEval framework, it systematically assesses work across multiple dimensions including problem formulation, methodology, data analysis, and citation quality. This skill is ideal for researchers, peer reviewers, and students who need objective, evidence-based feedback to improve the soundness and contribution of their work before publication or submission, while offering integrated tools for scoring and scientific schematic generation.