Individual skill
scholar-evaluation
Systematically evaluate scholarly work using the ScholarEval framework, providing structured assessment across research quality dimensions including problem formulation, methodology, analysis, and writing with quantitative scoring and actionable feedback.
scientific-skills/scholar-evaluation/SKILL.md
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- Repository last updated
- Apr 10, 2026
- License
- MIT
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- academic-writing Repository topic
- arxiv Repository topic
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- claude-skills Repository topic
- constitutional-ai Repository topic
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SKILL.mdcore · 12,258 bytesSKILL.mdcore · 12,258 bytesSKILL.mdcore · 12,258 bytesreferences/evaluation_framework.mddoc · 19,950 bytesscripts/calculate_scores.pyruns · 11,551 bytes
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# Scholar Evaluation
## Overview
Apply the ScholarEval framework to systematically evaluate scholarly and research work. This skill provides structured evaluation methodology based on peer-reviewed research assessment criteria, enabling comprehensive analysis of academic papers, research proposals, literature reviews, and scholarly writing across multiple quality dimensions.
## When to Use This Skill
Use this skill when:
- Evaluating research papers for quality and rigor
- Assessing literature review comprehensiveness and quality
- Reviewing research methodology design
- Scoring data analysis approaches
- Evaluating scholarly writing and presentation