pengyizhou

Use when the user asks you to review, critique, proofread, or give feedback on their own academic paper or manuscript (usually a PDF), or to mark up review comments directly on the paper.

Conduct structured academic literature reviews for CS/AI research. Search Semantic Scholar, OpenAlex, and arXiv; screen abstracts; deep-analyze top papers via subagents; compare findings against user's research intention; produce a gap analysis and contribution report. Use when the user asks to: survey a research topic, find related work, do a literature review, check novelty of a research idea, compare their work against existing papers, or identify research gaps in a CS/AI area.