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literature-review-zotero

Search Google Scholar and import citations into Zotero.

Updated Aug 23, 2026
Search Tags:#reference management#research automation#academic literature#Google Scholar#Zotero
One-click install
npx skills add https://github.com/DoggyHU/pipipax_claw_backup --skill literature-review-zotero
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: literature-review-zotero
Source: https://github.com/DoggyHU/pipipax_claw_backup/tree/main/skills/literature-review-zotero
Command: npx skills add https://github.com/DoggyHU/pipipax_claw_backup --skill literature-review-zotero

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires requests, beautifulsoup4, and includes scripts (resource) components.

What problem does it solve?

This Skill automates the process of searching for academic literature using Google Scholar and integrating citations into Zotero.

Core Features & Use Cases

  • Automated Literature Search: Quickly find academic papers via Google Scholar.
  • Zotero Integration: Import search results into Zotero for easy reference management.
  • Use Case: Efficiently manage academic references and streamline the literature review process.

Quick Start

Run the literature-review-zotero skill to search for and import literature into Zotero.

Frequently Asked Questions about literature-review-zotero

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

FAQPage Schema
How do I automate Google Scholar literature search and import citations into Zotero?▼

You can automate literature search by running this Skill to query Google Scholar via web scraping and automatically import the resulting academic citations directly into your Zotero reference library for streamlined management.

Can I use Python to scrape academic papers from Google Scholar for Zotero reference management?▼

Yes, this Skill uses Python with the requests and beautifulsoup4 libraries to perform web scraping on Google Scholar, enabling automated academic literature search and Zotero API integration for researchers requiring streamlined reference management.

Do I need a Zotero API key to automate reference management with web scraping?▼

Yes, Zotero API integration is required for this Skill to automatically import search results and citations, meaning you need a configured Zotero account and API access to successfully execute the literature review automation.

What is the best way to streamline academic literature review using Google Scholar and Zotero?▼

The best way is automating the workflow with this Skill, which bridges Google Scholar search and Zotero integration to efficiently manage academic references without manual data entry during your literature review process.

Does automated Google Scholar scraping require browser automation or just Python requests?▼

Automated Google Scholar scraping in this Skill relies on Python requests and beautifulsoup4 for parsing, not browser automation, keeping the implementation basic and lightweight for academic literature search and Zotero integration.

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