drguptavivek

drguptavivek / zotero-use

Public

Codex skill for Zotero search, retrieval, brainstorming, and Word DOCX citations

14
2
89% credibility
Found May 27, 2026 at 14 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
AI Summary

A skill plugin that helps AI research assistants search, retrieve, and cite papers from your personal Zotero reference library while you write documents.

How It Works

1
💡 You discover a smarter way to research

You hear about an AI assistant that can help you find and organize research papers from your personal library.

2
📚 You connect your paper library

You connect your existing Zotero library so the AI can see all your collected papers, abstracts, and notes.

3
🔍 You search with a question

Instead of scrolling through hundreds of papers, you simply ask your question and the AI finds the most relevant ones.

4
📖 You review the best matches

The AI shows you the best matches with their summaries and key details, helping you decide which ones to use.

5
✍️ You write with proper citations

As you write your paper, the AI adds the right citations from your library directly into your Word document.

🎉 Your paper is complete and properly cited

Your research paper is complete with all sources properly cited and organized, ready to share or submit.

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AI-Generated Review

What is zotero-use?

This is a skill for AI coding agents that connects them to your Zotero research library. It lets agents search for papers, pull metadata and abstracts, and insert properly formatted citations directly into Word documents. The setup uses pyzotero-cli under the hood, with support for both local Zotero desktop apps and web-based API access. You configure it with your Zotero API key and library ID, then the agent can query your references during any task.

Why is it gaining traction?

Researchers and developers who work with large reference libraries have always struggled to keep citations organized while coding or writing. This bridges that gap by letting AI agents actually use your research context. The "brainstorm from evidence" feature is particularly clever -- instead of hallucinating claims, the agent can ground suggestions in your actual papers. The skill works across multiple agent platforms (Codex, Claude, Gemini), which makes it broadly applicable.

Who should use this?

Academic researchers who code and maintain Zotero libraries. Technical writers working on documentation that requires citations. Anyone building agents that need to reference published research rather than just training data. If you spend time switching between your reference manager and your IDE, this reduces that friction significantly.

Verdict

This is a niche but genuinely useful tool for a specific workflow. The credibility score of 0.8999999761581421% reflects its early stage -- only 14 stars and minimal documentation. It works as described but lacks the polish of mature projects. Worth trying if you fit the use case, but do not expect production-grade reliability yet.

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