scholar-evaluation

Evaluate scholarly work using the ScholarEval eight-dimension rubric and generate a structured feedback report.

Updated Apr 26, 2026
One-click install
npx skills add https://github.com/GongXLiang/plot-study --skill scholar-evaluation-gongxliang
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: scholar-evaluation
Source: https://github.com/GongXLiang/plot-study/tree/main/.claude/plugins/cache/claude-scientific-writer/claude-scientific-writer/2f80d2aed0e6/scientific_writer/.claude/skills/scholar-evaluation
Command: npx skills add https://github.com/GongXLiang/plot-study --skill scholar-evaluation-gongxliang

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

ScholarEval provides a structured framework to evaluate scholarly and research work across multiple quality dimensions, enabling objective assessments and actionable feedback.

Core Features & Use Cases

  • Dimension-based evaluation with standardized rubrics
  • Quantitative scoring and reporting to benchmark quality
  • Guidance for revisions and publication readiness

Quick Start

Provide your manuscript and evaluation scope to start a ScholarEval assessment.

Frequently Asked Questions about scholar-evaluation

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

FAQPage Schema
How do I evaluate a research manuscript for publication readiness?

Evaluating a research manuscript for publication readiness involves applying a structured evaluation framework to generate dimension scores across eight rubrics, including Problem Formulation, Methodology, and Analysis, producing a structured feedback report with actionable recommendations.

What is a structured methodology for academic peer review?

A structured methodology for academic peer review uses a standardized eight-dimension rubric to assess scholarly work, applying quantitative scoring across Literature Review, Data Collection, Results, Writing, and Citations to benchmark quality and generate objective assessments.

Can I get quantitative scoring and feedback for a literature review?

Yes, you can get quantitative scoring and feedback for a literature review by applying the ScholarEval framework, which evaluates the Literature Review dimension specifically alongside seven other research evaluation dimensions to provide standardized rubric-based scoring.

How do I generate actionable revision recommendations for scholarly work?

To generate actionable revision recommendations for scholarly work, load the manuscript into the ScholarEval framework to apply its evaluation rubric, producing a structured feedback report that identifies specific strengths, weaknesses, and publication-readiness guidance.

What dimensions are assessed in a research evaluation framework?

Dimensions assessed in a research evaluation framework like ScholarEval include Problem Formulation, Literature Review, Methodology, Data Collection, Analysis, Results, Writing, and Citations, collectively generating an overall quality rating.

Does the scholarly evaluation framework require external dependencies to run?

No, the scholarly evaluation framework operates without external dependencies, allowing you to directly load your manuscript and define the evaluation scope to start the ScholarEval assessment immediately.