Skill UI

Systematically evaluates scholarly works, including research papers, proposals, and literature reviews, using the comprehensive ScholarEval framework. It assesses critical dimensions such as problem formulation, methodology rigor, data analysis, and academic writing quality. Provides both quantitative scoring and detailed, actionable feedback to benchmark research quality and determine publication readiness.

This framework serves as a rigorous thought partner, designed to challenge underlying assumptions, separate raw evidence from interpretation, and ensure that all conclusions are fully defensible. It guides users to define clear decision goals, test counterfactuals, and calibrate claims strictly to the available data quality. Ideal for high-stakes projects where the cost of error is significant.