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Scholar Evaluation is a specialized skill for Claude Code that implements the ScholarEval framework to systematically assess research papers, proposals, and literature reviews. It provides a structured methodology to evaluate eight key dimensions of academic work—including methodology, problem formulation, and citation quality—enabling researchers and students to receive actionable, evidence-based feedback. By integrating with specialized scoring scripts and schematic generation tools, it helps bridge the gap between initial drafts and publication-ready scholarly contributions based on established peer-review standards.