zotero-literature-visualizer: 面向 Codex 的 Zotero 文献整理与可视化 skill:支持文献检索、全文下载流程、Zotero PDF 直读、自动分类总结

by xuezheng627 · Codex Skill · ★ 74

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Security audit verdict: SAFE · quality 48/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours.

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

Quick Facts

Stars74
Forks1
LanguagePython
CategoryCodex Skill
Quality Score48/100
Last Updated2026-08-26
Created2026-06-08
Platformscodex, python
Est. Tokens~13k

About zotero-literature-visualizer

Zotero 文献整理与可视化 Skill 中文说明 是面向 Codex 的学术文献工作流 skill。它可从研究主题或已有 Zotero 文献库出发,完成文献检索、期刊质量核查、已有本地 PDF 的全文整理、Zotero 条目整理、中英文研究摘要,以及交互式文献 dashboard 的生成。 Dashboard 采用「暖纸色学术编辑部」视觉风格,包含主题分类环图、方法热点、聚合式主题—方法关系流图(丝带宽度代表文献数)、发表时间线、期刊来源(含官方 IF 徽标)、文章卡片与本地 PDF 打开入口,并内置明暗双主题与中/英/双语切换。 v2 新特性(2026-08) 全新视觉:暖纸色编辑部风格、衬线标题、色盲友好配色(明暗两套色阶自动切换)、更清爽的聚合关系流图。 阅读进度追踪:每篇文献可标记未读/在读/已读、加星标、写个人笔记(保存在本机浏览器 localStorage,重新生成...

Compatible Skills

These tools work well together with zotero-literature-visualizer for enhanced workflows:

  • paper-fetch — semantic(0.34)+complementary+same_lang+similar_pop+shared_platform (62%)
  • zotero-mcp — semantic(0.32)+complementary+same_lang+similar_pop+shared_platform (61%)

zotero-literature-visualizer alternative? Top 2 similar tools

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

View on GitHub → Browse Codex Skill tools