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scholar-evaluation - Systematic Evaluation of Scholarly and Research Work

Evaluates scholarly and research work based on the ScholarEval framework across multiple quality dimensions.

Tags

Updated: 2026-09-22

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Evaluate research paper quality
  • Assess literature review comprehensiveness
  • Review research methodology design
  • Score data analysis approaches
  • Calculate aggregate evaluation scores
  • Provide actionable structured feedback

Inputs

  • Scholarly work document
  • Dimension scores JSON file

Outputs

  • Structured evaluation report
  • Aggregate evaluation score report

Requirements

  • Python environment
  • Evaluation framework reference file

Source

  • Spec: SKILL.md

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scholarly-evaluation
peer-review
research-methodology
academic-paper
scholareval
Evaluate research paper quality
Assess literature review comprehensiveness
Review research methodology design
Score data analysis approaches
Scholarly work document
Dimension scores JSON file
Structured evaluation report
Aggregate evaluation score report