PubMed临床医学文献检索系统
v1.0.0临床医学顶刊文献检索与分析。当用户要求检索医学文献、查找临床研究论文、搜索特定疾病或治疗方法相关文献、或者需要基于PubMed数据库进行系统文献综述时使用。支持JCR分区筛选、影响因子排序和综合相关性排序。
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MIT-0
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LicenseMIT-0 · Free to use, modify, and redistribute. No attribution required.
Security Scan
OpenClaw
Benign
high confidencePurpose & Capability
Name/description (PubMed literature search + JCR-based ranking) match the SKILL.md: the instructions describe constructing MeSH-based queries, calling NCBI Entrez (ESearch/ESummary/EFetch), ingesting a JCR Excel file, and ranking results by relevance/JCR/year — all consistent with the stated purpose.
Instruction Scope
Instructions stay within the stated purpose (query construction, PubMed API calls, analysis of top-50 papers). They explicitly require a user-provided JCR Excel file and describe using pandas for processing. The SKILL.md does not instruct the agent to read unrelated system files or secrets. Minor issue: the doc assumes ability to run Python/pandas and perform HTTP calls but the skill's manifest does not declare these runtime dependencies.
Install Mechanism
Instruction-only skill with no install spec and no code files — lowest install risk. Nothing in the SKILL.md directs downloading arbitrary archives or third-party installers.
Credentials
No environment variables, credentials, or config paths are requested. The only external access is to the public NCBI Entrez API (expected) and to a user-supplied JCR Excel file (document data). No unrelated secrets are required.
Persistence & Privilege
The skill is not always-on and does not request system-wide persistence or modify other skills. Autonomous invocation is allowed (platform default) but is not combined with other concerning privileges.
Assessment
This skill appears coherent and focused on PubMed+JCR literature retrieval. Before installing or using it: 1) Ensure the execution environment you plan to use has Python and pandas (the SKILL.md assumes these but the manifest doesn’t list them). 2) Be prepared to provide a JCR Excel file — review that file for sensitive content before uploading. 3) Confirm the local override rule (the Int J Surg → Q2 adjustment) is acceptable for your use. 4) Expect PubMed API rate limits; for large jobs ensure batching is handled. 5) Always verify returned PMIDs and read source abstracts/full texts for clinical decisions — automated ranking is a triage aid, not a substitute for manual review.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.