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.