Can it format citations in specific styles?

Yes, it supports major academic styles including APA, Nature, Vancouver, Chicago, and IEEE using verified DOI metadata.

Is it suitable for clinical research?

Absolutely, it incorporates the PICO framework (Population, Intervention, Comparison, Outcome) specifically designed for biomedical and clinical methodology.

How does it ensure citation accuracy?

It includes a dedicated verification script that checks DOIs against CrossRef metadata to ensure all references are valid and correctly formatted.

Does it generate visual diagrams?

Yes, it integrates with scientific-schematics to create mandatory visual elements like PRISMA flow diagrams and thematic maps.

Which databases can this skill search?

It supports PubMed, arXiv, bioRxiv, Semantic Scholar, and specialized databases like ChEMBL and UniProt via integrated gget and bioservices skills.

Scientific Literature Reviewer

Name: Scientific Literature Reviewer
Author: hyperbolic-c

byhyperbolic-c

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数据科学与机器学习

Automates systematic literature reviews by searching academic databases, synthesizing findings, and generating publication-ready documents with verified citations.

This skill empowers researchers to conduct rigorous, systematic literature reviews across major scientific databases including PubMed, arXiv, and Semantic Scholar. It streamlines the entire research workflow—from defining PICO frameworks and deduplicating search results to performing thematic synthesis and creating PRISMA flow diagrams. Integrated citation verification ensures every DOI is accurate, while automated PDF generation and scientific schematic tools produce professional, publication-quality outputs tailored for journals and academic theses.

主要功能

01Multi-database search across PubMed, arXiv, bioRxiv, and Semantic Scholar

021 GitHub stars

03AI-generated scientific schematics and PRISMA flow diagrams

04Automated citation verification and DOI validation via CrossRef

05Structured thematic synthesis following rigorous academic methodology

06Professional PDF generation with support for multiple citation styles

使用场景

01Identifying research gaps and evidence-based insights in biomedical and technical domains

02Synthesizing state-of-the-art research for doctoral theses or grant proposals

03Conducting systematic literature reviews for peer-reviewed journal submissions

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add hyperbolic-c/auto-writing literature-review

For use in Claude.ai and ChatGPT

Download Skill