PaperReviser

AI-powered academic paper reviewer. Uses a multi-agent system (Deconstructor, Devil's Advocate, Judge) to analyze papers for logical flaws, contradictions, and empirical validity.

科研论文研读与复现自动化助手。使用当用户需要：(1) 研读论文 PDF 并提取核心内容，(2) 生成结构化研读报告，(3) 查找官方代码/数据集，(4) 编写复现代码框架，(5) 设计实验方案复现论文结果

Refine academic writing for computer science research papers targeting top-tier venues (NeurIPS, ICLR, ICML, AAAI, IJCAI, ACL, EMNLP, NAACL, CVPR, WWW, KDD, SIGIR, CIKM, and similar). Use this skill whenever a user asks to improve, polish, refine, edit, or proofread academic or research writing — including paper drafts, abstracts, introductions, related work sections, methodology descriptions, experiment write-ups, or conclusion sections. Also trigger when users paste LaTeX content and ask for w

Assistance with writing literature reviews by searching for academic sources via Semantic Scholar, OpenAlex, Crossref and PubMed APIs. Use when the user needs to find papers on a topic, get details for specific DOIs, or draft sections of a literature review with proper citations.

自动化代码审查助手，支持 PR 审查、代码质量分析、潜在 bug 检测、安全漏洞扫描。

基于“框架层-总结层-正文层”三层架构的自动化论文写作与文献管理助手。严格按照用户指定的目录（`workspace/毕业论文`）组织所有文件。