by Lucaswangzcx · Codex Skill · ★ 239
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git clone https://github.com/Lucaswangzcx/literature-downloader-skill.git $env:USERPROFILE\.codex\skills\literature-downloaderTaken from the project's README on GitHub. Check the security audit before running it.
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. Full audit →
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.
| Stars | 239 |
| Forks | 12 |
| Language | Python |
| Category | Codex Skill |
| License | MIT |
| Quality Score | 64/100 |
| Open Issues | 1 |
| Last Updated | 2026-04-27 |
| Created | 2026-04-27 |
| Platforms | codex, python |
| Est. Tokens | ~4k |
Literature Downloader Skill 面向中国大学生、研究生、博士和老师的中文文献检索与合法全文获取 Codex Skill。 它不是盗版下载器，也不会绕过付费墙。它的目标是把“找文献、筛文献、查期刊质量、尝试获取开放全文、整理下载结果”做成一套清楚、可复现、适合学生使用的流程。 适合谁 需要快速入门一个研究主题的本科生、研究生、博士生 正在写综述、开题报告、论文引言的同学 需要批量整理 DOI、PDF、期刊指标和阅读清单的研究者 想把文献检索流程交给 AI agent 辅助完成的老师或课题组 能做什么 根据主题生成关键词、同义词和 Boolean 检索式 生成 Google Scholar、PubMed、Crossref、OpenAlex、Semantic Scholar、PMC、arXiv 等检索入口 批量维护候选文献表 按相关性分出高、中、低优先级文献...
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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: