Can I format the extracted data into CSV or JSON?

Yes, since the skill runs within a Python environment, you can use libraries like Pandas or the json module to format and save your data as needed.

Can this skill scrape websites that use React or Vue?

Yes, it uses browser automation to execute code within a real browser environment, allowing it to handle JavaScript-heavy applications and SPAs effectively.

How does it handle site navigation?

It uses asynchronous navigation functions to move between URLs, wait for elements to load, and interact with buttons or forms to reach the desired content.

Does it support multi-page data collection?

Absolutely. The skill includes standardized workflows for handling pagination, following link lists, and processing infinite scroll interfaces.

Web Scraping & Data Extraction

Name: Web Scraping & Data Extraction
Author: UofT-CSC490-W2026

byUofT-CSC490-W2026

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ウェブスクレイピングとデータ収集

Extracts structured data from dynamic websites using intelligent browser automation and Python-based data processing.

The Web Scraping skill enables Claude to perform sophisticated data collection tasks by navigating web pages, interacting with DOM elements, and handling modern web features like JavaScript rendering and infinite scrolling. By combining browser automation with Python's powerful data manipulation libraries, this skill allows users to transform unstructured web content into clean, structured datasets. It is particularly useful for competitive research, lead generation, and aggregating information across multiple sources or complex paginated interfaces.

主な機能

01JavaScript-rendered content extraction via direct browser evaluation

02Multi-page scraping workflows for bulk data collection

033 GitHub stars

04Direct Python integration for data cleaning and transformation

05Automated pagination and infinite scroll handling

06Real-time DOM state monitoring and selector mapping

ユースケース

01Aggregating industry news and research articles from various sources

02Building product price comparison datasets from e-commerce platforms

03Extracting directory listings and contact information for lead generation

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add uoft-csc490-w2026/openbrowser-ai web-scraping

For use in Claude.ai and ChatGPT

Download Skill