The Scholar Evaluation skill implements the peer-reviewed ScholarEval framework to provide systematic, multidimensional analysis of research papers, proposals, and literature reviews. It goes beyond basic feedback by assessing specific dimensions such as methodological rigor, data integrity, and contribution novelty, offering both qualitative insights and quantitative scoring. Designed for researchers, students, and peer reviewers, it helps identify critical weaknesses, benchmarks publication readiness, and provides actionable recommendations to improve scholarly work across eight core quality dimensions.
Key Features
01Multi-dimensional evaluation covering methodology, analysis, and writing
02Publication readiness assessment for target journals and conferences
03Quantitative scoring using the 1-5 ScholarEval rubric
040 GitHub stars
05Actionable feedback prioritized by impact and feasibility
06Automated score calculation and visualization via integrated scripts
