scholar-evaluation

Evaluate scholarly work using ScholarEval methodology dimensions and criteria.

Updated Jan 10, 2026
One-click install
npx skills add https://github.com/robinbarvaag/poynt --skill scholar-evaluation-robinbarvaag
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: scholar-evaluation
Source: https://github.com/robinbarvaag/poynt/tree/main/.github/skills/scholar-evaluation
Command: npx skills add https://github.com/robinbarvaag/poynt --skill scholar-evaluation-robinbarvaag

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires json, argparse, sys, typing, pathlib, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill provides a structured and systematic framework for evaluating scholarly and research work, ensuring comprehensive assessment across multiple critical dimensions.

Core Features & Use Cases

  • Comprehensive Assessment: Evaluates research papers, proposals, and literature reviews across dimensions like problem formulation, methodology, analysis, and writing quality.
  • Structured Feedback: Generates detailed qualitative and quantitative feedback based on established criteria.
  • Use Case: A university research committee can use this Skill to uniformly evaluate grant proposals, ensuring all proposals are assessed against the same rigorous standards for scientific merit and potential impact.

Quick Start

Use the scholar-evaluation skill to evaluate the attached research paper using the default criteria.

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 research methodology and writing quality in a scholarly review?

Systematically evaluate research methodology and writing quality using the ScholarEval framework, which assesses problem formulation, analysis, and scholarly writing across defined dimensions to generate structured qualitative and quantitative feedback.

What is the best way to standardize academic assessment for grant proposals?

Standardize academic assessment for grant proposals by applying a systematic evaluation framework to uniformly measure scientific merit, methodology, and potential impact against established, rigorous criteria.

Can I assess literature reviews and scientific writing quality using a structured framework?

Yes, you can assess literature reviews and scientific writing quality by applying defined evaluation dimensions and criteria, ensuring comprehensive analysis of research papers and proposals.

Does this systematic research evaluation framework support multiple document types?

Yes, the systematic research evaluation framework supports multiple document types, applying established criteria to comprehensively analyze research papers, literature reviews, and grant proposals.

How do I generate detailed qualitative and quantitative feedback for a research paper?

Generate detailed qualitative and quantitative feedback by evaluating the research paper against the framework's established criteria for problem formulation, methodology, analysis, and writing quality.

What dimensions are covered in a systematic scholarly review of scientific writing?

A systematic scholarly review covers dimensions including problem formulation, methodology, analysis, and writing quality, ensuring comprehensive assessment across multiple critical research evaluation areas.