botlearn-academic-searchConducts systematic academic searches across arXiv, Google Scholar, and Semantic Scholar to deliver verified top 5 relevant peer-reviewed papers with summari...
Install via ClawdBot CLI:
clawdbot install calvinxhk/botlearn-academic-searchGrade Good — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
http://export.arxiv.org/api/query`Uses known external API (expected, informational)
arxiv.orgAudited Apr 17, 2026 · audit v1.0
Generated May 3, 2026
A graduate student uses the skill to quickly find the top 5 most relevant papers on their research topic, saving hours of manual database searching. The skill screens abstracts, deduplicates results, and provides a synthesis to kickstart their literature review.
A corporate R&D team scans academic databases to identify emerging technologies and seminal works in their field. The skill cross-references multiple databases and ranks papers by relevance, recency, and venue quality to inform innovation strategy.
A researcher preparing a grant proposal uses the skill to find and cite authoritative peer-reviewed papers. The skill ensures all citations are verified and indicates open-access versions, strengthening the proposal's credibility.
A healthcare policy analyst searches for peer-reviewed studies on a medical intervention. The skill filters for high-quality papers, excludes preprints, and provides structured summaries to inform evidence-based guidelines.
A patent attorney searches academic databases to find prior art for a patent application. The skill quickly retrieves relevant scientific literature, distinguishes preprints from published papers, and provides full bibliographic metadata for submission.
Offer tiered monthly subscriptions to students, researchers, and academics for unlimited literature searches with advanced features like citation graph analysis and open-access link discovery. Revenue from recurring subscriptions.
License the skill to corporate R&D departments for integration into their internal knowledge management systems. The skill helps teams stay current with research trends and accelerate innovation. Revenue from annual licensing contracts.
Provide basic academic search for free (limited queries per day) and charge for premium features like full citation analysis, cross-database deduplication, and priority screening. Revenue from premium upgrades and usage credits.
💬 Integration Tip
Integrate with a PDF management tool like Zotero or Mendeley to automatically save and organize the returned papers and their metadata.
Scored Apr 19, 2026
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