Academic Paper Summarizer

Provide the full paper text to generate a structured summary that includes methodology, study design, findings, and quality assessment. The Skill analyzes research rigor across disciplines and produces a detailed evaluation with authorship data, experimental setup, results, and a final quality score.

A comprehensive review covers title and authors, main goal, technical approach, distinctive features, experimental setup and results, advantages, limitations, and a transparency assessment including conflicts of interest and researcher interpretation.

Yes. The Skill enforces a fixed output schema assessing study quality, paper quality, and researcher interpretation alongside findings. It generates a final score reflecting the paper's rigor and reliability across any academic discipline.

Either works. The Skill processes both complete papers and extracted text sections, making it flexible for reviewing full documents or portions extracted from larger research compilations.

This goes beyond summarization to produce a multi-faceted evaluation including study design assessment, conflict of interest detection, quality scoring, and structured analysis of methodology—not just key points.