academic-paper-reviewlisted

# Academic Paper Review Skill ## Overview This skill produces structured, peer-review-quality analyses of academic papers and research publications. It follows established academic review standards used by top-tier venues (NeurIPS, ICML, ACL, Nature, IEEE) to provide rigorous, constructive, and balanced assessments. The review covers **summary, strengths, weaknesses, methodology assessment, contribution evaluation, literature positioning, and actionable recommendations** — all grounded in evidence from the paper itself. ## Core Capabilities - Parse and comprehend academic papers from uploaded PDFs or fetched URLs - Generate structured reviews following top-venue review templates - Assess methodology rigor (experimental design, statistical validity, reproducibility) - Evaluate novelty and significance of contributions - Position the work within the broader research landscape via targeted literature search - Identify limitations, gaps, and potential improvements - Produce both detailed review and concise executive summary formats - Support papers in any scientific domain (CS, biology, physics, social sciences, etc.) ## When to Use This Skill **Always load this skill when:** - User provides a paper URL (arXiv, DOI, conference proceedings, journal link) - User uploads a PDF of a research paper or preprint - User asks to "review", "analyze", "critique", "assess", or "summarize" a research paper - User wants to understand the strengths and weaknesses of a study - User reque