Does this skill handle duplicate entries from different databases?

Yes, it includes a systematic deduplication phase that removes redundant results using primary DOI matching and fallback title matching.

How does it help with the screening process?

It provides a structured workflow for title, abstract, and full-text screening, and can generate a PRISMA flow diagram to document the inclusion and exclusion of studies.

Which databases does this skill support for literature searches?

The skill supports major academic databases including PubMed, PubMed Central, arXiv, bioRxiv, medRxiv, and Semantic Scholar, as well as specialized tools like ChEMBL and UniProt.

Can it automatically format citations for my research paper?

Yes, it can format citations in multiple professional styles including APA, Nature, Vancouver, Chicago, and IEEE, and includes a verification step to ensure DOIs are valid.

Scientific Literature Review

Name: Scientific Literature Review
Author: Microck

byMicrock

•

データサイエンスとML

Conducts systematic, comprehensive literature reviews across major scientific databases with verified citations and professional document generation.

概要

The Scientific Literature Review skill enables researchers and developers to perform rigorous, multi-phase literature synthesis by integrating with academic databases such as PubMed, arXiv, bioRxiv, and Semantic Scholar. It streamlines the entire research workflow—from defining PICO frameworks and deduplicating search results to thematic analysis and automated citation verification. By utilizing specialized tools for result aggregation and document formatting, it helps users identify research gaps and generate submission-ready reports in Markdown or PDF formats using standard academic styles.

主な機能

Multi-database search integration (PubMed, arXiv, bioRxiv, Semantic Scholar)
Systematic screening workflow with deduplication and PRISMA flow diagrams
Automated citation verification via DOI cross-referencing with CrossRef
Professional document generation in APA, Nature, Vancouver, and IEEE styles
81 GitHub stars
Thematic synthesis and data extraction from scientific studies

ユースケース

Writing the background or literature review section for a peer-reviewed research paper or thesis
Performing meta-analyses or scoping reviews to synthesize current knowledge in a specific domain
Investigating state-of-the-art developments and identifying research gaps for new projects

概要

主な機能

Multi-database search integration (PubMed, arXiv, bioRxiv, Semantic Scholar)
Systematic screening workflow with deduplication and PRISMA flow diagrams
Automated citation verification via DOI cross-referencing with CrossRef
Professional document generation in APA, Nature, Vancouver, and IEEE styles
81 GitHub stars
Thematic synthesis and data extraction from scientific studies

ユースケース

Writing the background or literature review section for a peer-reviewed research paper or thesis
Performing meta-analyses or scoping reviews to synthesize current knowledge in a specific domain
Investigating state-of-the-art developments and identifying research gaps for new projects