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literature-review

Generate structured PRISMA-style reports from multi-database literature searches.

48|6|Updated Mar 9, 2026
Search Tags:#prisma#data-extraction#literature-review#systematic-review#citation-verification#multidatabase
One-click install
npx skills add https://github.com/qinyan-ai/qinyan-academic-skills --skill literature-review-qinyan-ai
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: literature-review
Source: https://github.com/qinyan-ai/qinyan-academic-skills/tree/main/skills/01-%E8%AE%BA%E6%96%87%E6%A3%80%E7%B4%A2%E4%B8%8E%E6%96%87%E7%8C%AE%E7%AE%A1%E7%90%86/literature-review
Command: npx skills add https://github.com/qinyan-ai/qinyan-academic-skills --skill literature-review-qinyan-ai

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires requests, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

Researchers often struggle with assembling comprehensive, transparent literature reviews across multiple databases, including identifying sources, deduplicating results, and producing reproducible reporting outputs.

Core Features & Use Cases

  • Systematic search across PubMed, bioRxiv, arXiv, Semantic Scholar, and other databases
  • Automated deduplication and ranking of results
  • Citation verification and PRISMA-compliant reporting outputs (Markdown and PDF)
  • Template-driven review workflows for reproducible research

Quick Start

Provide your research question and run the literature-review workflow to generate a structured, citation-ready report.

Frequently Asked Questions about literature-review

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I conduct a systematic literature review across multiple databases?▼

A systematic literature review across multiple databases is conducted by querying PubMed, bioRxiv, arXiv, and Semantic Scholar, then deduplicating and ranking results. This workflow automates multi-database integration to produce a structured, citation-ready report.

Can I generate a PRISMA-compliant report for my systematic review searches?▼

Yes, you can generate PRISMA-compliant reporting for systematic review searches. The workflow produces PRISMA documentation and structured outputs in both Markdown and PDF formats using provided scripts and templates.

What is the best way to deduplicate results from PubMed and arXiv for a systematic review?▼

The best way to deduplicate systematic review results from PubMed and arXiv is through automated deduplication and ranking. This process integrates multiple database searches, verifies citations, and outputs a clean, structured dataset for review.

Does this systematic review workflow support biomedical and computational research topics?▼

Yes, this systematic review workflow supports biomedical and computational research topics. It applies to scientific subjects requiring rigorous multi-database searches, screening, data extraction, and PRISMA-style reporting.

How do I extract data and verify citations for a systematic review?▼

Data extraction and citation verification for a systematic review are handled through template-driven workflows. The process screens integrated database search results, verifies citations, and generates reproducible reporting outputs.

Do I need to install Python dependencies to generate PDF reports for my literature review?▼

Yes, you need Python dependencies installed to generate PDF reports for your literature review. The workflow relies on the requests library and provided scripts to execute template-driven review workflows and produce structured outputs.

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