Scholar Evaluation

About

Apply structured evaluation methodology based on peer-reviewed research assessment criteria to analyze academic papers, research proposals, and literature reviews. This skill provides a comprehensive multidimensional analysis—ranging from methodology and data collection to scholarly writing and citation accuracy—ensuring that research meets high standards of academic rigor. By offering both qualitative feedback and quantitative scoring, it helps researchers identify critical gaps, benchmark against publication standards, and refine their work for top-tier venues.

Key Features

• Quantitative scoring with automated aggregate calculations
• Structured, actionable feedback prioritized by impact and feasibility
• Integration with scientific schematics for visual concept enhancement
• 197 GitHub stars
• Multidimensional assessment across 8 core scholarly dimensions
• Publication readiness benchmarking for journals and conferences

Use Cases

• Pre-submission review of research papers to ensure methodological rigor
• Auditing literature reviews for comprehensiveness and gap identification
• Assessing the soundness and contribution potential of research proposals