literature-review-v2Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should be...
Install via ClawdBot CLI:
clawdbot install diekunstderfug/literature-review-v2Grade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://meshb.nlm.nih.gov/searchUses known external API (expected, informational)
ncbi.nlm.nih.govAudited Apr 17, 2026 · audit v1.0
Generated May 6, 2026
A PhD student or postdoc uses the skill to conduct a systematic literature review for a grant proposal or paper. Searches PubMed and arXiv, synthesizes findings, and generates a formatted PDF with APA citations and a PRISMA flow diagram.
A pharma business analyst reviews literature on gene therapy competitors for sickle cell disease. Searches PubMed, bioRxiv, and Semantic Scholar to identify clinical trial results and patent landscapes, outputting a report with Nature citations and a thematic synthesis diagram.
A hospital's clinical team reviews evidence on CRISPR for sickle cell to update treatment guidelines. Uses PICO framework, multi-database search, and generates a white paper with Vancouver citations and a PRISMA flowchart.
A startup founder scouting AI-driven drug discovery tools scans arXiv, Semantic Scholar, and PubMed to map state-of-the-art methods. Produces a competitive analysis report with schematics of neural network architectures.
A policy advisor evaluates risks of gene editing in agriculture via literature review across databases. Creates a policy brief with accessible language and a conceptual framework figure.
Offer systematic literature review services to academic labs, biotech firms, and hospitals. Charge per review project (e.g., $2,000-$5,000) based on complexity and number of databases searched, plus optional document formatting.
Provide ongoing monthly literature alerts on selected topics with synthesized summaries and visual schematics. Charge a monthly subscription fee (e.g., $500-$1,000) per client, with tiered options for multiple topics.
Embed the skill into a SaaS platform for researchers, offering automated search, deduplication, citation verification, and PDF generation. Monetize via monthly subscription (e.g., $50/user) or per-report fee.
💬 Integration Tip
Integrate with the 'scientific-schematics' skill to auto-generate PRISMA diagrams and other figures; use 'gget' and 'bioservices' skills for direct database access.
Scored May 6, 2026
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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