scholar-evaluation

Evaluate scholarly works using a structured rubric across multiple quality dimensions.

Updated May 10, 2026
One-click install
npx skills add https://github.com/Imad-Oute/ResearchForge --skill scholar-evaluation-imad-oute
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: scholar-evaluation
Source: https://github.com/Imad-Oute/ResearchForge/tree/main/OpenSource-Projects/claude-scientific-skills/scientific-skills/scholar-evaluation
Command: npx skills add https://github.com/Imad-Oute/ResearchForge --skill scholar-evaluation-imad-oute

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

It enables comprehensive and structured evaluations of scholarly and research work, enhancing objectivity and consistency in assessing academic quality.

Core Features & Use Cases

  • Research Paper Evaluation: Systematically analyzes research articles, proposals, and reviews across multiple scholarly dimensions.
  • Structured Feedback: Provides detailed, actionable insights on problem formulation, methodology, analysis, and writing quality.
  • Use Case: Academic peers or supervisors can use this Skill to evaluate student theses or conference submissions thoroughly and objectively.

Quick Start

Use the scholar evaluation skill to assess the research paper stored in 'paper.pdf' and generate a detailed evaluation report.

Frequently Asked Questions about scholar-evaluation

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

FAQPage Schema
How do I conduct a structured evaluation of a research paper?

To conduct a structured research paper evaluation, use a rubric-based framework to analyze problem formulation, methodology, and writing quality. This approach ensures systematic assessment across multiple scholarly dimensions, providing detailed actionable feedback for academic and scientific disciplines.

What is a rubric-based framework for scholarly assessment?

A rubric-based framework for scholarly assessment is a structured method that scores research work across multiple quality dimensions. It evaluates problem formulation, methodology, analysis, and writing quality to enhance objectivity and consistency in academic reviews.

Can I use this approach to evaluate student theses and literature reviews?

Yes, you can systematically evaluate student theses and literature reviews using this structured framework. It is designed for assessing research papers, proposals, and reviews across academic, scientific, and technical disciplines, ensuring scoring consistency.

What is the best way to provide structured feedback on a scientific proposal?

The best way to provide structured feedback on a scientific proposal is applying a rubric-based analysis covering problem formulation, methodology, analysis, and writing quality. This generates detailed, actionable insights for academic peers and supervisors.

How do I ensure scoring consistency when peer reviewing academic articles?

To ensure scoring consistency when peer reviewing academic articles, apply a structured evaluation framework with detailed rubric-based analysis. This method requires references to evaluation guidelines, maintaining objectivity across multiple scholarly quality dimensions.

When do I need a systematic framework for assessing research quality?

You need a systematic framework for assessing research quality when evaluating research papers, proposals, literature reviews, or theses. It enables comprehensive, objective, and consistent academic evaluations across technical and scientific disciplines.