Can I control the document length and citation count?

Yes, you can choose between Basic, Standard, and Premium tiers, or manually specify target word counts (up to 15,000+) and citation ranges (up to 150+).

What databases does this skill search?

The skill primarily utilizes the OpenAlex API, which aggregates data from sources like Web of Science, PubMed, and IEEE Xplore to provide a comprehensive scholarly search.

How does the AI ensure the review quality?

It uses a scoring prompt to evaluate papers on task/method/modality alignment, follows a 'high-score priority' selection process, and enforces academic writing standards with a dedicated expert persona.

Does it support languages other than English?

Absolutely. It supports intelligent translation and compilation for English, Chinese, Japanese, German, French, and Spanish.

What are the final output formats?

The skill produces a complete research package including the LaTeX source, a BibTeX bibliography, a formatted PDF, and a Word (.docx) version.

Systematic Literature Reviewer

Name: Systematic Literature Reviewer
Author: huangwb8

byhuangwb8

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1,241

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Learning & Documentation

Generates high-quality, academic-grade systematic literature reviews using AI-driven research, relevance scoring, and LaTeX-based formatting.

This skill automates the rigorous process of conducting a systematic literature review, from multi-source citation retrieval and AI-powered relevance scoring to structured academic writing. It follows a specialized 7-step workflow that ensures critical appraisal, synthesis of findings, and logical structuring, ultimately producing production-ready LaTeX documents, PDFs, and Word files. It is specifically designed for researchers and academics needing comprehensive 'Related Work' sections, thesis literature reviews, or journal-ready survey papers with strict word count and citation density requirements.

Key Features

01Strict word budget management and citation distribution control to ensure academic integrity.

02Professional LaTeX and BibTeX output with automated PDF and Word conversion capabilities.

031,241 GitHub stars

04Comprehensive multilingual support for reviews in English, Chinese, Japanese, German, French, and Spanish.

05AI-driven semantic relevance scoring (1–10) and automatic subtopic clustering.

06Multi-source automated literature search and deduplication via OpenAlex API integration.

Use Cases

01Conducting comprehensive literature surveys for Master's or PhD theses.

02Drafting the 'Related Work' section for peer-reviewed journal or conference papers.

03Rapidly identifying research gaps and state-of-the-art methods in specific scientific domains.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add huangwb8/chineseresearchlatex systematic-literature-review

For use in Claude.ai and ChatGPT

Download Skill