scholar-evaluation

Assess scholarly work across eight ScholarEval dimensions with scoring and feedback.

Updated Apr 2, 2026
One-click install
npx skills add https://github.com/viniruggeri/applied-dynamical-systems --skill scholar-evaluation-viniruggeri
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: scholar-evaluation
Source: https://github.com/viniruggeri/applied-dynamical-systems/tree/main/.agents/skills/scholar-evaluation
Command: npx skills add https://github.com/viniruggeri/applied-dynamical-systems --skill scholar-evaluation-viniruggeri

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

Systematically evaluate scholarly work using the ScholarEval framework to provide structured assessments across problem formulation, literature review, methodology, data quality, analysis, results, and writing with actionable feedback.

Core Features & Use Cases

  • Structured evaluation across the eight ScholarEval dimensions (problem formulation, literature review, methodology, data collection, analysis, results, writing, citations).
  • Quantitative scoring plus qualitative feedback to guide revisions and benchmarking against established criteria.
  • Production of analysis reports that support publication readiness, grant proposals, and scholarly writing improvements, with guidance for improving transparency and reproducibility.

Quick Start

Provide a research manuscript to ScholarEval to generate a structured 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 evaluate a research paper using a structured rubric?

Evaluate a research paper using a structured rubric by applying the ScholarEval framework to assess eight dimensions including problem formulation, methodology, and data quality, producing quantitative scores and actionable feedback.

What is the best way to review a scholarly manuscript for publication readiness?

Reviewing a scholarly manuscript for publication readiness involves generating a multi-dimensional evaluation report that scores writing, citations, and analysis, guiding revisions and benchmarking against established academic criteria.

Can I use a peer-review framework to assess a grant proposal?

Yes, you can assess a grant proposal by applying the ScholarEval framework, which evaluates problem formulation, literature review, and methodology to produce actionable feedback for scholarly writing improvements.

How do I get actionable feedback on my academic writing and methodology?

Get actionable feedback on academic writing and methodology by providing your manuscript to generate a structured evaluation, receiving qualitative guidance alongside quantitative scoring across eight research dimensions.

Does this scholarly evaluation skill work with literature reviews and research proposals?

This scholarly evaluation skill works with literature reviews and research proposals by systematically assessing problem formulation, data collection, and analysis to support transparency, reproducibility, and overall publication readiness.

What dimensions does the ScholarEval framework cover when analyzing research papers?

The ScholarEval framework covers eight dimensions when analyzing research papers: problem formulation, literature review, methodology, data collection, analysis, results, writing, and citations.