A citation-relationship tool for finding a paper's references, papers that cite it, and references shared by multiple papers.

Use it to trace a paper's sources, find later work that cites it, or compare two papers by their overlapping references.

It makes connections between research papers easier to inspect than reading each bibliography separately.

How ZimoLiao/scholaraio configures Claude Code

Reuse

Borrowing it

Nothing to install: this file belongs to ZimoLiao/scholaraio. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file

curl -O https://raw.githubusercontent.com/ZimoLiao/scholaraio/main/.claude/skills/graph/SKILL.md

Clone the repo

git clone --depth 1 https://github.com/ZimoLiao/scholaraio

Made for: Claude Code.

Or install scholaraio, the plugin that ships this one along with the rest of its 44 skills, 1 hook.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/skills/zimoliao/scholaraio/graph/github.svg)](https://agentmods.dev/skills/zimoliao/scholaraio/graph)

Your own site

<a href="https://agentmods.dev/skills/zimoliao/scholaraio/graph"><img src="https://agentmods.dev/badge/skills/zimoliao/scholaraio/graph/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/skills/zimoliao/scholaraio/graph"><img src="https://agentmods.dev/badge/skills/zimoliao/scholaraio/graph.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 29 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 401 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits

NVIDIA SkillSpector pass 7 Sept 2026

How audits are shown

Origin original No closer match found in the catalogue.

Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

Model	Per session	Once invoked
Fable 5.1	$0.00029	$0.00401
Opus 5.5	$0.00012	$0.00160
Sonnet 5.5	$0.00006	$0.00080
Haiku 4.5	$0.00003	$0.00040

Measured 2mo ago against content hash c43d789cebe7, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

graph scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.claude/skills/graph/SKILL.md · 52 lines

What it actually says

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>"

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

2mo ago First seen · 52 lines · 29 tokens per session scan A c43d789cebe7

Subscribe to this mod's changes

graph is a skill published in the GitHub repository ZimoLiao/scholaraio (584 stars, last pushed 10d ago), licensed MIT. It adds 29 tokens to every session and 401 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Research agentic-science agentic-search ai-agent computational-research research-workflow scientific-computing

graph next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
graphZimoLiao/scholaraio	Skill	584	10d ago	MIT	A	29	Claude Code
thoughtdagchenxiachan/thoughtdag	Skill	742	5d ago	MIT	B	39	Claude Code, Codex
autosearch:channel-selection0xmariowu/Autosearch	Skill	54	7d ago	MIT	A	87	Claude Code
autosearch:context-retention-policy0xmariowu/Autosearch	Skill	54	7d ago	MIT	A	89	Claude Code
autosearch:delegate-subtask0xmariowu/Autosearch	Skill	54	7d ago	MIT	A	71	Claude Code
autosearch:experience-compact0xmariowu/Autosearch	Skill	54	7d ago	MIT	A	69	Claude Code
autosearch:graph-search-plan0xmariowu/Autosearch	Skill	54	7d ago	MIT	A	72	Claude Code

scholaraio: Skill for Claude Code