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literature-review

Generate PRISMA-compliant systematic literature reviews with thematic analyses and citation networks.

Updated Apr 8, 2026
Search Tags:#meta-analysis#literature-review#systematic-review#research-synthesis#academic-research#citation-analysis
One-click install
npx skills add https://github.com/zm2231/personal-os-cowork --skill literature-review-zm2231
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: literature-review
Source: https://github.com/zm2231/personal-os-cowork/tree/main/.claude/skills/literature-review
Command: npx skills add https://github.com/zm2231/personal-os-cowork --skill literature-review-zm2231

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The skill automates systematic literature reviews, turning scattered academic sources into coherent syntheses and pinpointing research gaps, saving researchers hours of manual effort.

Core Features & Use Cases

  • Search Strategy Design – Generates keywords, Boolean strings, and selects appropriate databases for any research topic.
  • Screening & Synthesis – Helps evaluate titles/abstracts, extract key findings, and produce thematic or chronological analyses.
  • Advanced Analysis – Performs automated citation extraction, semantic clustering, bibliometric dashboards, and PRISMA‑compliant systematic review protocols.
  • Use Case Example – A PhD candidate asks for a full literature review on federated learning, receiving a structured search plan, screened paper list, thematic synthesis, and ready‑to‑write draft sections.

Quick Start

Ask the literature-review skill to start a review on AI in healthcare, specifying your focus and timeframe.

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 without manually handling data?▼

A systematic literature review automates source synthesis by generating Boolean search strings, screening abstracts, and producing thematic analyses to pinpoint research gaps without manual data handling.

How do I generate a PRISMA-compliant protocol for academic research?▼

Generate a PRISMA-compliant protocol by defining search strategies, applying automated screening criteria, and extracting citation networks to document the systematic review methodology for academic research.

Can I use this to synthesize research findings for a thesis or grant proposal?▼

Yes, you can synthesize research findings for a thesis or grant proposal by extracting key data from screened sources and generating structured thematic or chronological review documents.

What is the best way to uncover research gaps in a meta-analysis?▼

Uncover research gaps in a meta-analysis by applying semantic clustering to extracted citations, performing bibliometric analysis, and mapping thematic connections across existing academic literature.

How do I extract key findings from scattered academic sources for evidence-based decisions?▼

Extract key findings from academic sources by evaluating titles and abstracts, performing automated citation extraction, and producing structured thematic syntheses to support evidence-based decision contexts.

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