Can I use this for academic paper analysis?

Yes, it features dedicated patterns for arXiv and ar5iv, allowing Claude to search for IDs, DOIs, or keywords and synthesize technical summaries.

Does it support private or gated content?

The skill includes authentication management capabilities, such as injecting JWTs or tokens, to access and research gated content securely.

How does Active Research handle dynamic websites?

It uses advanced 'wait-idle' and 'wait-fn' commands to ensure Single Page Applications (SPAs) like React or Vue are fully loaded before extracting content.

What is the benefit of the Actionbook engine?

Actionbook is designed for speed and resilience, offering features like image blocking, CSS animation freezing, and stealth mode to navigate the web 10x faster than standard tools.

Active Research & Deep Analysis

Name: Active Research & Deep Analysis
Author: actionbook

byactionbook

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1,417

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Web Scraping & Data Collection

Conducts exhaustive web research and generates comprehensive HTML reports using advanced browser automation and academic analysis.

Active Research is a high-performance capability for Claude Code that leverages the Actionbook engine to perform deep-dive investigations into any topic, technology, or academic paper. It excels at navigating complex Single Page Applications (SPAs), bypassing anti-bot measures with stealth browsing, and executing specialized search patterns for academic repositories like arXiv. Whether you need a technical breakdown of a new framework or a synthesized summary of a research paper, this skill automates the extraction, analysis, and reporting process to deliver professional-grade insights 10x faster than manual browsing.

Key Features

01Advanced SPA handling with network idle detection and JS execution waits.

02Automated synthesis of findings into structured HTML or JSON reports.

03High-speed data extraction via image blocking and 'lite' fetch modes.

04Stealth browsing with fingerprint rotation and anti-bot bypass capabilities.

051,417 GitHub stars

06Specialized academic workflows for deep arXiv and ar5iv paper analysis.

Use Cases

01Technical due diligence and competitive analysis of software ecosystems.

02Summarizing complex academic papers and discovering related research via DOI.

03Automated market research across dynamic, modern web platforms.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add actionbook/actionbook active-research

For use in Claude.ai and ChatGPT

Download Skill