claude

aminer-deep-search

深度综述文献收集,宿主模型多轮驱动 AMiner 检索与引用滚雪球,收集数百篇候选论文,无需额外 LLM 配置

78 on GitHubMITupdated 2 days ago
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Plugin aminer-deep-search from marketplace aminer-research-skills in AMinerOrg/aminer-research-skills. Commands read from the repo's manifest — 2 days ago.

What it installs

Skills (1)

  • aminer-deep-search

    Activate this skill ONLY when the user explicitly needs large-scale academic paper collection: building a survey/literature-review bibliography of 50+ papers, assembling a large candidate paper pool, or citation snowballing from seed papers. The words "survey" or "literature review" alone are NOT su

Slash commands (1)

  • /aminer-deep-search:aminer-deep-search

    AMiner deep multi-round paper collection for survey references (50+ papers)

View source on GitHub

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PDF OCR 与结构化实验提取:将论文 PDF 提交至 AMiner 开放平台 PDF OCR 异步解析,产出全文 Markdown,并由 Agent 按内置提示词提取实验方法/数据集/指标等结构化信息

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Audit a paper for potentially missing direct experimental baselines using experiment and citation evidence

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引用忠实性核查:读取论文 PDF,抽取每处正文引用及其声称,联网检索被引原文,判定引用是否忠于原文(支持/部分支持/曲解/查无此说/无法核实),无需 API Key

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深度研究:宿主模型驱动固定研究循环,结合 AMiner 开放平台与宿主原生 web 工具,产出带引用的分层研究报告与可复用的 Evidence Ledger 证据台账,无需额外 LLM 配置

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Paper Source Trace 论文来源追踪、引用意图识别、证据链分析、实体关系图谱和 SVG/HTML 引用图,可选 AMiner 元数据与引用关系增强

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claude & codex plugins22 plugins