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TumeloRamaphosa
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scrape

Extract read-only web page information into structured JSON.

Updated May 7, 2026
Search Tags:#browser automation#web scraping#information extraction#json output#data structuring#intent routing#read-only crawling
One-click install
npx skills add https://github.com/TumeloRamaphosa/StudEx-Valley-OS --skill scrape-tumeloramaphosa
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: scrape
Source: https://github.com/TumeloRamaphosa/StudEx-Valley-OS/tree/main/.claude/skills/gstack/scrape
Command: npx skills add https://github.com/TumeloRamaphosa/StudEx-Valley-OS --skill scrape-tumeloramaphosa

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Scraping turns a web page’s visible information into structured JSON you can use immediately. It saves you from manually copying, interpreting, and reformatting page content, especially when you need the same data repeatedly for a new task.

Core Features & Use Cases

  • Read-only page extraction: Pulls data from a target URL or page context without modifying anything, ideal for discovery and reporting.
  • Intent-based routing: First runs a prototype flow for a new intent, then reuses a codified browser-skill for matching intents to keep responses quick.
  • When to use: Best for requests like “scrape this page”, “get data from”, “pull from”, “extract from”, or “what’s on this page” where you only need the data, not interactions.

Quick Start

Use the scrape skill to extract the key data from the page you point it to by asking: “scrape this page and return the results as JSON.”

Frequently Asked Questions about scrape

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

FAQPage Schema
How do I extract read-only data from a web page into JSON?▼

Web scraping for information extraction works by routing intents through a prototype flow, then matching them to a codified browser-skill. This mechanism ensures quick responses by reusing established browser automation flows specifically for read-only crawling tasks.

When do I need to use web scraping for data structuring instead of browser automation?▼

You need web scraping for data structuring when your goal is discovery and reporting without interactions. It applies to requests like "scrape this page" or "what's on this page" where you only need to extract data, avoiding the mutating actions used by full browser automation flows.

Can I use intent routing to speed up information extraction from multiple pages?▼

Yes, you can use intent routing to speed up information extraction. The system first runs a prototype flow for a new intent, then routes matching intents to a codified browser-skill, keeping your data extraction responses fast and consistent.

What are the limitations of read-only crawling for web UI extraction?▼

The main limitation of read-only crawling is that it strictly avoids mutating actions, meaning it cannot interact with or submit forms on web UIs. It is designed exclusively for pulling visible information and will not execute clicks or input data during browser automation flows.

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