pubmed-edirectSearch and retrieve literature from PubMed using NCBI's EDirect command-line tools. ⚠️ Advanced skill requiring manual installation.
Install via ClawdBot CLI:
clawdbot install killgfat/pubmed-edirectGrade Good — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Potentially destructive shell commands in tool definitions
rm -rf ~Calls external URL not in known-safe list
https://ftp.ncbi.nlm.nih.gov/entrez/entrezdirect/install-edirect.shUses known external API (expected, informational)
ncbi.nlm.nih.govAI Analysis
The skill requires manual execution of an external installer script from an NCBI FTP server, which poses a risk if the script is not reviewed or if the source is compromised. While the API usage (NCBI) is consistent with the stated purpose and no credential harvesting or obfuscation is evident, the installation process involves system modifications and external script execution that could be exploited.
Generated Mar 1, 2026
Researchers can use this skill to systematically search PubMed for relevant studies, retrieve abstracts, and export results for analysis. It supports batch processing of queries, enabling comprehensive literature reviews in fields like biomedicine or public health.
Pharma companies can leverage EDirect to monitor recent publications on drug targets, gene interactions, or clinical trials. The skill allows automated data extraction to track trends and inform R&D decisions, enhancing efficiency in drug development pipelines.
Healthcare analysts can query PubMed for epidemiological studies or treatment outcomes to support evidence-based practices. By integrating with scripts, they can generate reports on disease trends or treatment efficacy for hospital or policy use.
Biotech firms can use this skill to gather competitive intelligence by searching for patents, gene sequences, or publication metrics. It facilitates analysis of research landscapes to identify opportunities or assess market gaps.
Educational institutions can automate retrieval of up-to-date medical literature for curriculum development or student resources. The skill helps compile relevant articles and abstracts to support teaching materials in medical or nursing programs.
Offer a service where users pay a monthly fee for access to enhanced PubMed search tools, automated report generation, and data visualization. Revenue comes from subscriptions tailored to academic or corporate clients needing regular literature updates.
Provide consulting services to help organizations integrate EDirect into their workflows, such as setting up custom scripts or training staff. Revenue is generated through project-based fees or ongoing support contracts for specialized use cases.
Sell curated datasets extracted from PubMed, such as publication trends or gene-disease associations, to clients in pharma or biotech. Revenue streams include one-time purchases or licensing fees for access to processed, structured data.
💬 Integration Tip
Ensure users have basic command-line proficiency and review security practices before installation; integrate with existing data pipelines using the provided scripts for automation.
Scored Apr 19, 2026
Audited Apr 16, 2026 · audit v1.0
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Use this skill when users need to search academic papers, download research documents, extract citations, or gather scholarly information. Triggers include: requests to "find papers on", "search research about", "download academic articles", "get citations for", or any request involving academic databases like arXiv, PubMed, Semantic Scholar, or Google Scholar. Also use for literature reviews, bibliography generation, and research discovery. Requires OpenClawCLI installation from clawhub.ai.
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