scholar-evaluation

Quick Review

Excellent skill for systematic scholarly evaluation. The description clearly covers capabilities, enabling a CLI agent to invoke it for academic assessment tasks. Task knowledge is comprehensive with detailed 6-step workflow, dimension-based criteria, scoring rubrics, and referenced framework documentation. Structure is well-organized with clear sections, though SKILL.md is somewhat lengthy. Novelty is good—while paper evaluation exists, the ScholarEval framework integration, quantitative scoring, multi-dimensional analysis, and actionable feedback generation provide meaningful value beyond basic critique. The skill effectively reduces token cost for thorough academic assessments that would otherwise require extensive prompting.