scrapling

Extract data from static, dynamic, and protected websites using scrapling.

Updated Jul 13, 2026
One-click install
npx skills add https://github.com/zangjeicy/Hermes --skill scrapling-zangjeicy
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: scrapling
Source: https://github.com/zangjeicy/Hermes/tree/main/optional-skills/research/scrapling
Command: npx skills add https://github.com/zangjeicy/Hermes --skill scrapling-zangjeicy

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires scrapling, playwright.

What problem does it solve?

This skill solves the challenge of extracting data from complex, anti-bot protected, or JavaScript-heavy websites that standard tools cannot access.

Core Features & Use Cases

  • Stealth Automation: Bypasses Cloudflare and bot detection using advanced browser impersonation.
  • Multi-Strategy Fetching: Supports static HTTP requests, dynamic JS-rendered content, and spider-based crawling.
  • Use Case: Use this skill to scrape product pricing from a protected e-commerce site or to crawl a multi-page directory for research data.

Quick Start

Use the scrapling skill to extract content from the target URL using the stealthy fetcher to bypass anti-bot protections.

Frequently Asked Questions about scrapling

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

FAQPage Schema
How do I scrape data from a website protected by Cloudflare?

To scrape JavaScript-rendered content, use a dynamic fetching strategy that executes scripts in a browser environment. This skill supports retrieving fully rendered web pages alongside static HTTP requests and multi-page spider crawling.

What is the best way to crawl a multi-page directory for research data?

To extract product pricing from a protected e-commerce site, use stealth automation to bypass anti-bot protections. This skill impersonates browsers to fetch dynamic JavaScript-rendered pricing data from restricted e-commerce platforms.

Do I need Python to use the scrapling framework for web scraping?

Playwright works with this scraping skill by enabling dynamic JavaScript-rendered content retrieval and stealth browser automation. It serves as the underlying dependency for bypassing anti-bot detection and fetching protected web pages.

Why does standard web scraping fail on JavaScript-heavy websites?

When web scraping is not working on protected sites, it is likely due to anti-bot detection blocking standard HTTP requests. This skill overcomes these limitations using stealth automation and advanced browser impersonation techniques.