scholar-evaluation

Evaluate scholarly work using the ScholarEval framework across quality dimensions.

Updated Jun 6, 2026
One-click install
npx skills add https://github.com/Ritabrata-Chakraborty/Claude-Setup --skill scholar-evaluation-ritabrata-chakraborty
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: scholar-evaluation
Source: https://github.com/Ritabrata-Chakraborty/Claude-Setup/tree/main/skills/scholar-evaluation
Command: npx skills add https://github.com/Ritabrata-Chakraborty/Claude-Setup --skill scholar-evaluation-ritabrata-chakraborty

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill automates the process of evaluating scholarly work systematically using the ScholarEval framework, saving researchers time and providing comprehensive assessments.

Core Features & Use Cases

  • Structured Evaluation: Provides structured evaluation methodology across multiple quality dimensions including problem formulation, methodology, analysis, and writing.
  • Quantitative Scoring: Offers quantitative scoring and actionable feedback on each dimension.
  • Integration: Integrates with scientific writing workflows and peer-review processes.
  • Use Case: Evaluate a research paper on machine learning for drug discovery with the ScholarEval framework.

Quick Start

Evaluate the research paper 'drug_discovery_paper.pdf' using the ScholarEval framework.

Frequently Asked Questions about scholar-evaluation

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

FAQPage Schema
How do I systematically evaluate a research paper for publication assessment?

To evaluate a research paper systematically, you can use the ScholarEval framework to assess quality dimensions like problem formulation, methodology, analysis, and writing with quantitative scoring.

What is the ScholarEval framework for scholarly evaluation?

The ScholarEval framework is a structured methodology for scholarly evaluation that provides quantitative scoring and actionable feedback across multiple research quality dimensions.

Can I use structured criteria and scoring rubrics for grant evaluations?

Yes, you can use structured criteria and scoring rubrics for grant evaluations, as the ScholarEval framework explicitly supports academic review processes and systematic research assessment.

How do I assess research methodology and problem formulation in a document?

You can assess research methodology and problem formulation by applying structured evaluation criteria that generate quantitative scores and actionable feedback on these specific quality dimensions.

Does the ScholarEval framework provide actionable feedback on academic writing?

Yes, the ScholarEval framework provides actionable feedback on academic writing by systematically evaluating the writing quality dimension using structured criteria and scoring rubrics.

What are the limitations of using automated scholarly evaluation for peer review?

Automated scholarly evaluation requires structured criteria, scoring rubrics, and reference materials to function, meaning it serves as a structured assessment aid rather than a fully autonomous peer review replacement.