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.