literature-review-2Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should be...
Install via ClawdBot CLI:
clawdbot install yxr191202/literature-review-2Grade 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 18, 2026 · audit v1.0
Generated May 4, 2026
A PhD candidate uses the skill to conduct a systematic review on CRISPR gene editing for genetic disorders, searching PubMed, arXiv, and bioRxiv, generating a PRISMA flow diagram and thematic synthesis figure, and producing a formatted markdown document with verified citations for their thesis.
A pharmaceutical company's research team performs a meta-analysis on clinical trial data for a new cancer drug. They use the skill to search multiple databases, aggregate results, and generate a comprehensive review with graphical summaries and APA citations, supporting regulatory submission.
A biotech startup's innovation team deploys the skill to investigate the state-of-the-art in synthetic biology, searching Semantic Scholar and arXiv for recent advances, identifying research gaps and potential partners, and creating a visualized report with conceptual diagrams.
A health policy researcher at a government agency uses the skill to conduct a scoping review on telemedicine effectiveness during the pandemic, covering PubMed and datacommons-client, and outputs a policy brief with a search strategy flowchart and thematic map.
A hospital's medical librarian utilizes the skill to generate a monthly literature update on cardiac biomarkers, searching PubMed and bioRxiv, deduplicating results, and creating a concise markdown summary with verified citations for clinicians.
Offer systematic literature review services on a subscription or per-project basis to academic institutions, R&D departments, and consulting firms. Provide expert search strategy design, multi-database aggregation, and publication-ready output, generating revenue through monthly retainers or fixed-fee projects.
Bundle the literature review skill with other AI research tools (e.g., scientific schematics, data analysis) into a SaaS platform for corporate R&D teams. Charge per user per month with tiered access to database integrations and document generation features.
Offer basic literature searches and aggregated results for free, but charge for premium features: advanced citation formatting, PDF generation, custom schematic creation, and priority support. Attract users with free tier and upsell professionals needing polished deliverables.
💬 Integration Tip
Integrate with a document management system like Notion or SharePoint to automatically save and version-control generated literature reviews and schematics.
Scored Apr 19, 2026
Search and summarize papers from ArXiv. Use when the user asks for the latest research, specific topics on ArXiv, or a daily summary of AI papers.
Assistance with writing literature reviews by searching for academic sources via Semantic Scholar, OpenAlex, Crossref and PubMed APIs. Use when the user needs to find papers on a topic, get details for specific DOIs, or draft sections of a literature review with proper citations.
Creates formal academic research papers following IEEE/ACM formatting standards with proper structure, citations, and scholarly writing style. Use when the user asks to write a research paper, academic paper, or conference paper on any topic.
Search, download, and summarize academic papers from arXiv. Built for AI/ML researchers.
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.
Manage Zotero reference libraries via the Web API. Search, list, add items by DOI/ISBN/PMID (with duplicate detection), delete/trash items, update metadata and tags, export in BibTeX/RIS/CSL-JSON, batch-add from files, check PDF attachments, cross-reference citations, find missing DOIs via CrossRef, and fetch open-access PDFs. Supports --json output for scripting. Use when the user asks about academic references, citation management, literature libraries, PDFs for papers, bibliography export, or Zotero specifically.