systematic-literature-review

Automate systematic literature reviews with multi-source search, deduplication, scoring, and LaTeX drafting.

2.6k|247|Updated Feb 12, 2024
One-click install
npx skills add https://github.com/huangwb8/ChineseResearchLaTeX --skill systematic-literature-review
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: systematic-literature-review
Source: https://github.com/huangwb8/ChineseResearchLaTeX/tree/main/skills/systematic-literature-review
Command: npx skills add https://github.com/huangwb8/ChineseResearchLaTeX --skill systematic-literature-review

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires pyyaml, requests, numpy, scikit-learn, matplotlib, and includes scripts (resource) and references (resource) components.

What problem does it solve?

Systematic-literature-review automates the end-to-end process of performing rigorous literature reviews, reducing manual effort and increasing reproducibility. It orchestrates AI-driven search, deduplication, relevance scoring, subtopic clustering, and drafting in LaTeX with fixed structural constraints.

Core Features & Use Cases

  • Multi-source search planning: Auto-generates diverse query variants and retrieves from OpenAlex, Semantic Scholar, Crossref, and more.
  • Deduplication & scoring: Merges results, removes duplicates, and scores papers by relevance to the topic, selecting high-quality evidence for synthesis.
  • Structured writing automation: Produces a LaTeX-ready review with fixed sections (摘要/引言/子主题/讨论/展望/结论) and BibTeX-ready references.
  • Export & reproducibility: Outputs PDF/Word and a validation-ready report to support audits and research reproducibility.

Quick Start

Provide a research topic and optional constraints; the skill will perform AI-driven search, deduplication, scoring, selection, and draft a LaTeX-ready document that you can refine into a publishable review.

Frequently Asked Questions about systematic-literature-review

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

FAQPage Schema
How do I automate a systematic literature review and generate a LaTeX document?▼

Automate a systematic literature review by providing a research topic, which triggers AI-driven search, deduplication, scoring, and drafting to produce a LaTeX-ready document with BibTeX references.

What is the best way to search multiple academic databases like OpenAlex and Semantic Scholar for a review?▼

The best way to search multiple academic databases is to auto-generate diverse query variants and retrieve results simultaneously from OpenAlex, Semantic Scholar, and Crossref, followed by merging and deduplication.

How do I extract data from academic papers and remove duplicates for a literature synthesis?▼

Extract data and remove duplicates by merging multi-source search results, scoring papers by relevance, and selecting high-quality evidence for subtopic clustering and final synthesis.

Can I export my literature review to PDF and Word with validation reports?▼

Yes, you can export your literature review to PDF and Word formats, which also generates a validation-ready report to support research audits and reproducibility.

Does the systematic literature review process support multilingual translation?▼

Yes, the systematic literature review process supports multilingual translation, allowing you to draft structured reviews in different languages while tracking operational costs.

What fixed structural sections are enforced when drafting a LaTeX-ready literature review?▼

The LaTeX-ready literature review enforces fixed structural sections including abstract, introduction, subtopics, discussion, outlook, and conclusion to ensure academic formatting compliance.