literature-review

Generate structured literature review sections from .tex and .bib files.

1|Updated Apr 23, 2026
One-click install
npx skills add https://github.com/Avaivartika/jiaoleaf-ai --skill literature-review-avaivartika
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: literature-review
Source: https://github.com/Avaivartika/jiaoleaf-ai/tree/main/extension/skills/science/literature-review
Command: npx skills add https://github.com/Avaivartika/jiaoleaf-ai --skill literature-review-avaivartika

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps researchers build a structured literature review for a manuscript, transforming scattered citations into a coherent, well-argued related-work section.

Core Features & Use Cases

  • Identify the target claim, problem, or section being revised.
  • Extract cited works from the active .tex and available .bib files.
  • Group literature by method, dataset/domain, contribution type, and limitation.
  • Rewrite the section as a coherent argument rather than a citation list.
  • Flag missing citations, overclaiming, uncited comparisons, and weak transitions.

Quick Start

Analyze the active LaTeX manuscript to generate a structured literature review and outline.

Frequently Asked Questions about literature-review

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

FAQPage Schema
How do I write a structured literature review for a LaTeX manuscript?

To write a structured literature review for a LaTeX manuscript, this Skill parses your active .tex and .bib files to group cited works by method, dataset, and contribution, then rewrites the section into a coherent argument.

How can I group citations by research method and contribution type automatically?

You can group citations by research method and contribution type automatically by having the tool analyze your .bib sources and active .tex files to synthesize related works into structured categorical clusters.

Can I turn a scattered citation list into a coherent related-work section?

Yes, you can turn a scattered citation list into a coherent related-work section by synthesizing extracted citations into a continuous argument that frames contributions and limitations rather than just listing sources.

What is the best way to identify missing citations and weak transitions in a related-work section?

The best way to identify missing citations and weak transitions in a related-work section is to parse the manuscript text against the .bib file, which flags uncited comparisons, overclaiming, and missing references.

Does this literature review tool work with existing .tex and .bib files?

Yes, this literature review tool works directly with existing .tex and .bib files, parsing the active LaTeX manuscript environment to extract cited works and outline their relationships for the background section.

When should I use an automated tool for synthesizing a research gap and related works?

You should use an automated tool for synthesizing a research gap and related works when you need to transform a large volume of scattered citations into a structured argument without manually mapping method or dataset overlaps.