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domain-literature-review

Search arXiv and Semantic Scholar, rank papers, and synthesize thematic literature reviews.

Updated Feb 6, 2026
Search Tags:#literature review#semantic scholar#academic search#domain analysis#research synthesis#arxiv
One-click install
npx skills add https://github.com/wtgme/literature-review-skills --skill domain-literature-review
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: domain-literature-review
Source: https://github.com/wtgme/literature-review-skills/tree/main/.gemini/skills/domain-literature-review
Command: npx skills add https://github.com/wtgme/literature-review-skills --skill domain-literature-review

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the creation of comprehensive literature reviews, transforming raw research papers into structured, insightful analyses of a field's evolution and current state.

Core Features & Use Cases

  • Automated Search & Screening: Scans arXiv and Semantic Scholar for relevant papers based on keywords.
  • Thematic Synthesis: Identifies and groups papers by major research themes, tracing their development.
  • Historical Arc Mapping: Constructs a chronological narrative of the field's evolution, highlighting key developments.
  • Use Case: A researcher needs to quickly understand the landscape of "state space models for time series." This Skill will find, rank, and synthesize the most important papers, providing a structured review document and individual paper summaries.

Quick Start

Use the domain-literature-review skill to conduct a literature review for the keywords "state space models for time series".

Frequently Asked Questions about domain-literature-review

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

FAQPage Schema
How do I automate a literature review using arXiv and Semantic Scholar?▼

To automate a literature review, this Skill searches arXiv and Semantic Scholar using your specified keywords. It screens and ranks papers based on relevance, citation count, and venue quality to produce a structured review document.

How does thematic synthesis map the historical evolution of a research domain?▼

Thematic synthesis maps historical evolution by grouping papers into major research themes and constructing a chronological narrative. This process highlights key developments and builds a field timeline of the specified domain.

Can I use this tool to generate individual paper summaries for academic search results?▼

Yes, you can generate individual paper summaries from academic search results. The Skill analyzes paper relationships and produces a structured review document that includes summaries for each screened paper.

What is the best way to synthesize research findings from state space models for time series?▼

The best way to synthesize research findings is to provide specific keywords like "state space models for time series" to this Skill. It will find, rank, and thematically group the most important papers into a structured review.

Does this literature review tool require any external API dependencies to screen papers?▼

No external API dependencies are required to screen papers. The Skill operates independently to scan arXiv and Semantic Scholar, rank papers by relevance and citations, and generate the final domain analysis without extra setup.

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