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raystyle
raystyleCOMMUNITY
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google

Search Google and extract article content with Nu wrappers.

Updated Aug 27, 2026
Search Tags:#search#google#nu#web-scraping#batch-processing#article-extraction#two-step-contract
One-click install
npx skills add https://github.com/raystyle/skills --skill google-raystyle
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: google
Source: https://github.com/raystyle/skills/tree/main/skills/google
Command: npx skills add https://github.com/raystyle/skills --skill google-raystyle

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This skill enables searching the web via Google and extracting article content using Nu-wrapped tooling, streamlining research workflows by automating data gathering and processing.

Core Features & Use Cases

  • Two-step contract workflow: first search results are cached for metrics, then data is plucked for URLs and content.
  • Batch article extraction: feed a list of URLs to extract article text with structured metadata.
  • Session management: open/ready/close controls to manage a browser session and CAPTCHA handling.
  • Use case: perform literature reviews by collecting titles, URLs, snippets for top results and then extracting full articles.

Quick Start

Search a topic on Google and batch-extract the article texts of the top results.

Frequently Asked Questions about google

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

FAQPage Schema
How do I batch extract article text from Google search results?▼

Batch article extraction from Google search results uses a two-step contract workflow that first caches search metrics, then plucks URLs and content for rapid data gathering.

How does the two-step contract workflow handle web scraping data collection?▼

The two-step contract workflow caches initial search results for metrics, then plucks structured data like URLs and article content, ensuring reliable batch processing during web scraping.

Do I need a specific browser session to scrape Google search results?▼

Google search scraping requires a google-open ready session to manage the browser environment, supporting CAPTCHA interruption handling for reliable data collection.

Can I extract structured metadata like titles and snippets alongside full article text?▼

Article extraction supports collecting structured metadata including titles, URLs, and snippets from top Google results, enabling comprehensive literature reviews and research workflows.

What is the best way to automate literature reviews using Google search data?▼

Automating literature reviews involves using Nu-wrapped tooling to gather multiple articles from Google results, applying caching and plucked data for batch processing.

How does CAPTCHA interruption handling work during web scraping sessions?▼

CAPTCHA interruption handling manages browser sessions by pausing data collection, allowing manual resolution before continuing the article extraction and batch processing workflow.

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