← Back to Skills Marketplace
240
Downloads
0
Stars
1
Active Installs
1
Versions
Install in OpenClaw
/install pubmed-literature-search
Description
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。
Usage Guidance
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.
Capability Analysis
Type: OpenClaw Skill
Name: pubmed-literature-search
Version: 1.0.0
The skill bundle describes a legitimate workflow for clinical medicine literature retrieval using the PubMed API and JCR journal rankings. It includes detailed instructions for the AI agent to construct MeSH-based queries, process user-provided Excel data via pandas, and apply a specific scoring algorithm for ranking papers. No indicators of data exfiltration, malicious execution, or harmful prompt injection were found; the 'ReservedCode' and 'AIGC' metadata in SKILL.md are standard tracking headers for content generated by the Minimax AI platform.
Capability Assessment
Purpose & 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.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install pubmed-literature-search - After installation, invoke the skill by name or use
/pubmed-literature-search - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of the PubMed clinical literature retrieval and analysis skill.
- Supports advanced PubMed literature searches with MeSH term expansion, synonym recognition, and user-confirmed search strategies.
- Integrates JCR 2025 journal ranking data for impact factor and quartile filtering, including custom local overrides.
- Provides comprehensive sorting by relevance, journal ranking, and recency, with adjustable weights and filtering options.
- Outputs structured reports with Top 10 recommendations, research type and journal distribution, and trend analyses.
- Enables workflow adjustments for time range, journal ranking, research type, and sorting methods.
Metadata
Frequently Asked Questions
What is PubMed临床医学文献检索系统?
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。 It is an AI Agent Skill for Claude Code / OpenClaw, with 240 downloads so far.
How do I install PubMed临床医学文献检索系统?
Run "/install pubmed-literature-search" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is PubMed临床医学文献检索系统 free?
Yes, PubMed临床医学文献检索系统 is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does PubMed临床医学文献检索系统 support?
PubMed临床医学文献检索系统 is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created PubMed临床医学文献检索系统?
It is built and maintained by Flash9107 (@flash9107); the current version is v1.0.0.
More Skills