ClawHub

Academic Research

v1.0.0

学术文献检索与整理。从 PubMed、Springer、PLOS 等数据库检索流行病学/医学/市场研究文献，整理各国数据、大样本队列、患病率/发病率，生成带完整引用（PubMed 链接）的结构化报告和 PPT。使用场景：疾病流行病学综述、市场规模调研、竞品学术对比。

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by@mirowangl-ops
MIT-0
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LicenseMIT-0 · Free to use, modify, and redistribute. No attribution required.
Security Scan
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Benign
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Benign
high confidence
✓
Purpose & Capability
Name and description match the instructions: the SKILL.md directs the agent to search PubMed/academic databases, extract epidemiology metrics, annotate citations, and produce structured reports/PPT. The skill requests no unrelated credentials or system access.
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Instruction Scope
Instructions are narrowly scoped to web_search, literature selection, data extraction, and citation formatting. Minor gaps: it specifies generating PPTs and structured reports but gives no tool/formatting commands or files to create PPTs; it also references Springer (often paywalled) without requesting credentials or explaining how to obtain/pay for full-text access. The SKILL.md does not instruct reading any local files or environment variables.
✓
Install Mechanism
Instruction-only skill with no install spec and no code files; lowest-risk footprint. Nothing is downloaded or written by an installer.
✓
Credentials
The skill declares no environment variables, credentials, or config paths. That is proportionate to the stated purpose; however, the lack of credentials means paywalled sources cannot be accessed without extra configuration.
✓
Persistence & Privilege
always is false and the skill does not request elevated persistence or modify other skills. Autonomous invocation is allowed by default but is not combined with other privileges here.
Assessment
This skill appears coherent and safe to enable. Before using it: (1) understand it has no built-in way to access paywalled full text (Springer) — supply credentials or accept relying on abstracts/open-access sources; (2) the SKILL.md asks for PPT/report output but provides no tool or format instructions — test how the agent will produce downloadable slides; (3) watch for hallucinated PMIDs/citations — validate PubMed IDs and links the agent provides; (4) confirm compliance with publisher copyright when retrieving or distributing full-text content. If you need automated PPT generation or subscription access, ask for those integrations/credentials explicitly and audit them.

Like a lobster shell, security has layers — review code before you run it.

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License

MIT-0
Free to use, modify, and redistribute. No attribution required.
Termshttps://spdx.org/licenses/MIT-0.html

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