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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.

5,913stars710forksUpdated 1/15/2026
Data Science & ML#data-science#research#scientific#bioinformatics#scientific-schematics#research-assessment#science#methodology-review#academic-writing#evaluation-framework#scholar-evaluation#literature-review#quality-evaluation

Security Assessment

Safe(100/100)
Security Score100/100

About scholar-evaluation

The scholar-evaluation skill leverages the ScholarEval framework to provide a systematic and structured approach for evaluating scholarly work. It addresses the common challenges faced by researchers and academicians in assessing the quality and rigor of academic papers, proposals, and literature reviews. By applying established research assessment criteria, this skill helps users identify the strengths and weaknesses of scholarly work, ensuring that evaluations are thorough and objective.

FAQ

How do I begin using the scholar-evaluation skill?

Start by defining the type of scholarly work you are evaluating and the evaluation scope, such as comprehensive or targeted assessment.

Can I use this skill for evaluating conference abstracts?

Yes, this skill can be applied to various types of scholarly work including conference abstracts.

What are the system requirements for using this skill?

Ensure you have the necessary programming environment set up, including the ability to run Python scripts for generating schematics.

Is there any limitation on the types of scholarly work I can evaluate?

The skill is designed to evaluate various types of scholarly work, but the effectiveness may vary based on the specific criteria and dimensions being assessed.

How can I enhance my evaluations visually?

You can use the scientific-schematics skill to generate diagrams that complement your evaluations, making complex concepts easier to understand.

Install scholar-evaluation

Download and extract the skill files to your .claude/skills/ directory.

Quick Setup:

  1. Copy the skill folder to .claude/skills/
  2. Claude will automatically detect and use the skill

Repository

K-Dense-AI/claude-scientific-skills

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