literature-review

Automate academic literature search, retrieval, and structured extraction to CSV.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/DoggyHU/pipipax_claw_backup --skill literature-review-doggyhu
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: literature-review
Source: https://github.com/DoggyHU/pipipax_claw_backup/tree/main/skills/literature-review
Command: npx skills add https://github.com/DoggyHU/pipipax_claw_backup --skill literature-review-doggyhu

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires agent-browser, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the process of searching, retrieving, and extracting information from academic literature, saving researchers time and effort.

Core Features & Use Cases

  • VPN Login Automation: Automatically logs into the academic VPN for access to databases like CNKI.
  • Literature Search & Extraction: Searches for and extracts structured information from academic papers.
  • CSV Output: Outputs all extracted information into a CSV file for easy analysis and reporting.

Quick Start

Use the literature-review skill to search for and extract information from academic papers.

Frequently Asked Questions about literature-review

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

FAQPage Schema
How do I automate academic literature search and information extraction?

Automating academic literature search and information extraction requires a Skill that handles VPN login, database access, and structured data retrieval from papers. This Skill automates that entire workflow and outputs structured information to a CSV file for easy analysis.

Do I need an academic VPN account to extract information from CNKI?

Yes, an academic VPN account is required to extract information from CNKI. The Skill requires valid academic VPN credentials and access to academic databases to handle login automation and retrieve structured information from the literature.

What's the best way to export structured information from academic papers to a CSV file?

Exporting structured information from academic papers to a CSV file is best handled by automating the retrieval process. This Skill searches academic databases, extracts the relevant information, and automatically outputs the results into a CSV file for easy reporting and analysis.

Can I use agent-browser to access academic databases like CNKI?

Yes, you can use agent-browser to access academic databases like CNKI. This Skill depends on the agent-browser component to automate VPN login, navigate the database, and extract the required structured information from academic literature.

How does VPN login automation work for academic research?

VPN login automation for academic research works by using the agent-browser dependency to authenticate with your academic VPN credentials. This allows the Skill to securely access restricted databases like CNKI and automatically retrieve the literature without manual login steps.

Are there limitations when automating literature review and database access?

Limitations when automating literature review and database access include the strict requirement for a valid academic VPN account and active database subscriptions. Without proper credentials and access to platforms like CNKI, the automated information extraction process will fail.