scholar-evaluation

Evaluate scholarly research quality with quantitative scores and structured feedback using the ScholarEval framework.

3|Updated Apr 17, 2026
One-click install
npx skills add https://github.com/RamanEbrahimi/raman-marketplace --skill scholar-evaluation-ramanebrahimi
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: scholar-evaluation
Source: https://github.com/RamanEbrahimi/raman-marketplace/tree/main/plugins/agentic-research/skills/scientific-skills/scholar-evaluation
Command: npx skills add https://github.com/RamanEbrahimi/raman-marketplace --skill scholar-evaluation-ramanebrahimi

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill provides a systematic and structured evaluation of scholarly work using the ScholarEval framework, addressing research quality dimensions and providing quantitative scoring and actionable feedback.

Core Features & Use Cases

  • Structured Evaluation: Evaluates research across dimensions like problem formulation, methodology, analysis, and writing.
  • Quantitative Scoring: Scores work on a 5-point scale to quantify quality.
  • Actionable Feedback: Offers detailed feedback with strengths, weaknesses, and recommendations.
  • Integration: Integrates with scientific writer workflows for comprehensive assessment.
  • Use Case: For academic institutions to evaluate research proposals, papers, and literature reviews.

Quick Start

Evaluate the research paper 'machine_learning_paper.pdf' using the Scholar Evaluation skill.

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 scholarly research quality and generate quantitative scores?

You can systematically evaluate scholarly research quality by using the ScholarEval framework to score work across dimensions like problem formulation, methodology, analysis, and writing on a 5-point scale.

What is structured scholarly evaluation and how does it produce actionable feedback?

Structured scholarly evaluation assesses research papers using specific rubrics and criteria to generate quantitative scores, identifying strengths, weaknesses, and recommendations for actionable improvement.

Can I assess a research paper methodology and writing quality without manual rubric creation?

Yes, you can assess research methodology and writing quality systematically, provided the evaluation utilizes predefined criteria and rubrics referenced from an established scholarly evaluation framework.

How do I get quantitative scoring for academic literature reviews and research proposals?

Quantitative scoring for literature reviews and proposals is generated by evaluating the work against structured dimensions using a 5-point scale, yielding detailed scores and structured feedback.

What is the best way to provide structured feedback on research papers for academic institutions?

The best way to provide structured feedback is applying a systematic evaluation framework that scores problem formulation, methodology, analysis, and writing, offering actionable recommendations for improvement.

Does scholarly evaluation work for assessing both research proposals and completed papers?

Yes, scholarly evaluation works for assessing both research proposals and completed papers, systematically evaluating research quality dimensions and providing quantitative scores across various academic formats.