Individual skill
scholar-evaluation
Evaluate scholarly work with structured criteria for rigor, methodology, evidence, writing, and publication readiness.
backend/cli/skills/scholar-evaluation/SKILL.md
Source commit a08e0ad0ad3d6448123039ee4659163eb2e35d99
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- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Network or broad shell
- Last checked
- Nov 2, 2026
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Repository context
- Repository stars (not skill ratings)
- 4,353
- Repository last updated
- Nov 6, 2026
- License
- Apache-2.0
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- agent Repository topic
- ai Repository topic
- bun Repository topic
- cli Repository topic
- llm Repository topic
- ml Repository topic
- open-source Repository topic
- research Repository topic
- science Repository topic
- ai-agent Repository topic
- peer-review Declared skill tag
- evaluation Declared skill tag
- scholarly-writing Declared skill tag
- writing Derived category
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SKILL.mdcore · 12,479 bytesSKILL.mdcore · 12,479 bytesSKILL.mdcore · 12,479 bytesreferences/evaluation_framework.mddoc · 19,950 bytesscripts/calculate_scores.pyruns · 11,473 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