systematic-literature-review
CommunityAutomate expert-level literature reviews at scale.
System Documentation
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.
Dependency Matrix
Required Modules
Components
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: systematic-literature-review Download link: https://github.com/huangwb8/ChineseResearchLaTeX/archive/main.zip#systematic-literature-review Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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