paper-review-system

论文快速质量预筛选，不做完整审稿，仅输出量化质量信号。适合批量筛选。

辅助撰写 rebuttal / 检查修改稿是否回应了审稿意见。

自动化学术论文审稿。提供 PDF 路径即可启动完整审稿流程，支持按目标会议适配评审标准。

Use this agent to parse and analyze academic PDF papers. Trigger proactively when the /review-paper command enters Phase 1, or when a user asks to "解析论文", "parse paper", "提取论文内容", "分析论文结构", or provides a PDF for structural analysis. <example> Context: User wants to review an academic paper. user: "/review-paper /path/to/paper.pdf" assistant: "Starting paper analysis with paper-analyzer..." <commentary>Phase 1 of review triggers paper-analyzer for PDF parsing.</commentary> </example> <example> Context: User wants to extract content from a paper. user: "帮我解析这篇论文的结构和图表" assistant: "Launching paper-analyzer to parse the PDF..." <commentary>User asks for paper parsing, trigger paper-analyzer agent.</commentary> </example>

Use this agent to find and compare recent competing papers (within 12 months) against the paper being reviewed. Trigger proactively during Phase 2 of /review-paper, or when a user asks to "找竞品论文", "对比最新方法", "compare with recent work", "search competing methods", "查找最新基线", "SOTA对比", or needs to know if the paper's baselines are up-to-date. <example> Context: Reviewing a change detection paper, need to find recent competitors. user: "这篇论文的基线够新吗？最近有没有更好的方法" assistant: "Launching paper-comparator to search recent competing methods..." <commentary>User wants to know if baselines are current, trigger paper-comparator.</commentary> </example> <example> Context: Phase 2 of review needs competitive analysis. user: "帮我找一下最近12个月跟这篇论文最相关的竞品" assistant: "Launching paper-comparator for competitive paper analysis..." <commentary>Explicit request for competitive papers triggers paper-comparator.</commentary> </example>

Use this agent to audit and verify academic paper references. Trigger proactively when the /review-paper command enters Phase 2 (Agent E), or when a user asks to "验证参考文献", "检查引用", "audit references", "check citations", "查找遗漏引用", or needs reference verification and missing citation detection. <example> Context: Phase 2 of paper review needs reference audit. user: "帮我验证这篇论文的参考文献是否正确" assistant: "Launching reference-auditor to verify all references..." <commentary>Reference verification request triggers reference-auditor agent.</commentary> </example> <example> Context: User wants to find missing citations. user: "这篇论文是否遗漏了重要的引用" assistant: "Launching reference-auditor to detect missing citations..." <commentary>Missing citation detection triggers reference-auditor agent.</commentary> </example>

Use this agent for technical review of academic papers including formula verification, experiment analysis, and SOTA comparison. Trigger proactively when the /review-paper command enters Phase 2, or when a user asks to "检查公式", "验证实验", "对比SOTA", "技术审查", "check experiments", "verify formulas", or needs technical evaluation of a paper's methodology and results. <example> Context: Phase 2 of paper review needs technical evaluation. user: "检查这篇论文的公式和实验结果" assistant: "Launching technical-reviewer for formula and experiment analysis..." <commentary>Technical review request triggers technical-reviewer agent.</commentary> </example> <example> Context: User wants to compare paper results with SOTA. user: "这篇论文的实验结果跟SOTA比怎么样" assistant: "Launching technical-reviewer to fetch SOTA and compare..." <commentary>SOTA comparison request triggers technical-reviewer agent.</commentary> </example>

This skill should be used when the user asks to "审稿", "review paper", "审阅论文", "评审论文", "paper review", "检查论文质量", provides a PDF path for academic review, mentions "学术审稿", "conference review", "期刊审稿", or wants to evaluate an academic paper's quality across multiple dimensions including novelty, technical soundness, experiments, and writing quality. Supports venue-specific review for CVPR, NeurIPS, ICML, ICLR, ECCV, ICCV, ACL, AAAI, KDD, MICCAI and more.

1 hook across 1 event