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ZimoLiaoZimoLiao/scholaraio/.claude/skills/graph/SKILL.md

graph

Skill585 starsChanged 3 months agoMITView on GitHub

Use when the user asks about citation relationships, references, citing papers, shared references, bibliographic overlap, or graph-style paper connections.

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Projects with it also use understand, init and 5 more.

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SKILL.md

引用图谱查询

查看论文的参考文献、谁引用了此论文、以及多篇论文的共同参考文献。

执行逻辑

查看论文的参考文献

scholaraio refs "<paper-id>" [--ws NAME]

查看谁引用了此论文

scholaraio citing "<paper-id>" [--ws NAME]

共同参考文献分析

scholaraio shared-refs "<id1>" "<id2>" [--min N] [--ws NAME]

参数说明：

  • --min N — 最少被 N 篇论文共同引用才纳入结果（默认 2）
  • --ws NAME — 限定工作区范围

前提条件

参考文献数据来自 Semantic Scholar，需先通过以下方式获取：

  • 入库时自动拉取
  • 已有论文运行 refetch --all --force 补拉
  • 之后运行 index --rebuild 重建索引以更新 citations 表

空结果排查：如果 refs/citing 返回空结果，说明该论文的引用数据尚未获取。先运行 refetch "<paper-id>" 补拉，再 index --rebuild 更新 citations 表。

示例

用户说："这篇论文引了哪些文献" → 执行 refs "<paper-id>"

用户说："哪些论文引用了这篇" → 执行 citing "<paper-id>"

用户说："这两篇论文有什么共同引用" → 执行 shared-refs "<id1>" "<id2>"

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