Scraper Architect

Automate scalable web scraping pipelines with Puppeteer and Gemini.

Updated Apr 7, 2026
One-click install
npx skills add https://github.com/dudedesi12/Skills --skill scraper-architect
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Scraper Architect
Source: https://github.com/dudedesi12/Skills/tree/main/skills/scraper-architect
Command: npx skills add https://github.com/dudedesi12/Skills --skill scraper-architect

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires playwright, gemini-api, supabase, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

It enables automated data collection from websites, alleviating manual scraping efforts and ensuring consistent, scalable extraction of web data.

Core Features & Use Cases

  • Web Data Extraction: Automate crawling, content parsing, and data pipeline creation for diverse websites.
  • Advanced Techniques: Use headless browsers, anti-detection methods, and structured extraction with Gemini for resilient scraping.
  • Use Case: Collect government datasets or job listings at scale by building scalable, automated workflows.

Quick Start

Use the scraper architect skill to set up a pipeline that downloads pages with Puppeteer, extracts structured data with Gemini, and stores it automatically.

Frequently Asked Questions about Scraper Architect

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

FAQPage Schema
How do I build a web scraping pipeline that handles dynamic websites?

To build a web scraping pipeline for dynamic websites, you can automate crawling and structured data extraction using a headless browser. This approach handles complex JavaScript rendering and parses content reliably for enterprise data collection workflows.

How do I prevent my headless browser from being blocked during web scraping?

To prevent your headless browser from being blocked during web scraping, you need to implement anti-detection methods. These techniques mask automated behaviors, ensuring resilient scraping and consistent access to target websites without triggering blocks.

Can I use Gemini for structured data extraction from web pages?

Yes, you can use Gemini for structured data extraction from web pages. By integrating the Gemini API, the scraping pipeline parses raw content and structures it automatically, enabling scalable and consistent data collection from diverse sources.

How do I schedule web scraping jobs to ensure data freshness?

To schedule web scraping jobs and ensure data freshness, you configure automated scheduled runs within your pipeline. This guarantees reliable data collection over time, supported by built-in error handling to maintain workflow consistency.

What is the best way to store scraped data automatically in a data pipeline?

The best way to store scraped data automatically in a data pipeline is to route extracted content directly to a database like Supabase. This ensures your structured data is stored automatically, maintaining consistency across enterprise data collection workflows.