scholar-evaluation

Evaluate scholarly work across research quality dimensions using the ScholarEval framework.

5|Updated Jun 7, 2026
One-click install
npx skills add https://github.com/TTAWDTT/elegant-researcher-skill --skill scholar-evaluation-ttawdtt
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: scholar-evaluation
Source: https://github.com/TTAWDTT/elegant-researcher-skill/tree/main/skills/scholar-evaluation
Command: npx skills add https://github.com/TTAWDTT/elegant-researcher-skill --skill scholar-evaluation-ttawdtt

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill provides a structured framework for evaluating scholarly work, including research papers, proposals, and reviews, ensuring comprehensive quality assessment across multiple dimensions.

Core Features & Use Cases

  • Structured Evaluation: Provides a comprehensive framework for assessing research quality across dimensions such as problem formulation, methodology, analysis, and writing.
  • Quantitative Scoring: Offers a 5-point scale for scoring each dimension, aiding in a precise evaluation.
  • Visual Enhancements: Integrates with the scientific-schematics skill for visualizing complex concepts through diagrams.
  • Use Case: Ideal for academic reviewers, researchers, and students who need to evaluate the quality and readiness of scholarly work for publication.

Quick Start

Run the 'scholar-evaluation' skill with the prompt: "Evaluate the research paper on machine learning for drug discovery".

Frequently Asked Questions about scholar-evaluation

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I evaluate the quality of a research paper systematically?

You can systematically evaluate a research paper using the ScholarEval framework, which assesses research quality across problem formulation, methodology, analysis, and writing using a 5-point quantitative scoring scale.

What is scholarly evaluation and how does the ScholarEval framework work?

Scholarly evaluation assesses academic work quality. The ScholarEval framework works by applying structured, rubric-based criteria to analyze research papers, proposals, and literature reviews across multiple academic quality dimensions.

Can I use this framework to assess a research proposal before submission?

Yes, you can assess a research proposal before submission using this framework. It is explicitly designed to evaluate the quality and readiness of diverse scholarly work, including academic papers, proposals, and literature reviews.

How do I score academic quality dimensions during a peer review?

To score academic quality dimensions during peer review, the framework provides a 5-point scale for each evaluated criterion, enabling precise quantitative assessment of problem formulation, methodology, and analysis.

Does scholarly evaluation work with visual diagrams for complex concepts?

Yes, scholarly evaluation works with visual diagrams for complex concepts. The framework integrates with the scientific-schematics skill to visualize intricate ideas and concepts during the academic quality assessment process.

Do I need specific evaluation rubrics to assess methodology and writing?

Yes, you need specific evaluation rubrics to assess methodology and writing. The framework requires references to structured evaluation criteria and rubrics to provide comprehensive analysis across academic quality dimensions.