Agent skill
graph
Query citation graphs — view a paper's references, find which papers cite it, and analyze shared references between multiple papers. Use when the user asks about citation relationships, reference overlap, or bibliographic connections.
Install this agent skill to your Project
npx add-skill https://github.com/ZimoLiao/scholaraio/tree/main/.claude/skills/graph
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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