监控 arXiv 上用户研究领域的最新论文，并生成自上次运行以来的相关论文摘要。当用户想要查找 arXiv 上的相关新论文、获取 arXiv 论文订阅、跟踪或监控某个 arXiv 主题、接收近期 arXiv 论文摘要，或在无需手动搜索或浏览的情况下发现与配置的研究兴趣相关的新发表论文时使用。
阅读大量研究笔记（包括多语言笔记），分析其逻辑和技术内容，批判错误 or 缺口，并起草 ACL 风格的学术论文章节。当用户想要将笔记转化为论文章节、在写作前批判研究笔记、将多语言笔记转换为学术散文、起草 ACL 风格的方法或相关工作章节，或在论文写作前识别缺失信息和逻辑问题时使用。
从 PDF 或 URL 阅读并分析 AI 研究论文，生成基于论文内容的结构化 Markdown 摘要。当用户需要论文总结、论文摘要、基准或数据集拆解、方法拆解、综述总结、立场论文分析、实验总结，或需要忠实提取贡献、实验、表格和图表的结构化阅读笔记时使用。
Monitor arXiv for new papers in the user's research areas and generate a digest of relevant results since the last run. Use when the user wants to find new related papers on arXiv, get an arXiv paper feed, track or monitor arXiv for a topic, receive a digest of recent arXiv papers, or discover newly published papers relevant to configured research interests without manually searching or skimming.
Read large research notes, including multilingual notes, analyze their logic and technical content, critique mistakes or gaps, and draft an ACL-style academic paper section. Use when the user wants to turn notes into a paper section, critique research notes before writing, convert multilingual notes into academic prose, draft an ACL-style method or related-work section, or identify missing information and logical problems before paper writing.
Read and analyze AI research papers from a PDF or URL and produce a structured markdown digest grounded in the paper. Use when the user wants a paper summary, paper digest, benchmark or dataset breakdown, method breakdown, survey summary, position-paper analysis, experiment summary, or a structured reading note with faithful extraction of contributions, experiments, tables, and figures.