playwright-web-scraper

What it does

This skill enables AI agents to automate browser interactions for extracting data from websites. It leverages Playwright to handle complex web scenarios like dynamic content loading, authentication flows, and rendering JavaScript-heavy applications reliably.

When to use it

• Extracting structured data (e.g., prices, articles) from e-commerce or news sites that rely on client-side rendering.
• Automating login sequences followed by data collection on protected dashboards.
• Scraping content from modern Single Page Applications (SPAs) where traditional HTTP requests fail.
• Performing time-sensitive tasks requiring precise control over browser navigation and waiting mechanisms.

Key capabilities

• Dynamic Content Handling: Executes JavaScript to render and access elements that standard scrapers miss.
• Browser Automation: Controls a real browser instance to mimic human behavior during data extraction.
• Robust Selectors: Utilizes modern selectors (like CSS or XPath) for stable element targeting.
• Error Resilience: Automatically handles network delays, pop-ups, and loading states without crashing.

Example prompts

• "Use the playwright-web-scraper skill to extract all product names and prices from the electronics section of [website URL]."
• "Navigate to [login page], authenticate with provided credentials, and scrape the list of recent blog posts."
• "Automate a search on [news site] for 'climate change 2024' and collect the top 10 article headlines and publication dates."

Tips & gotchas

Ensure the target website does not have aggressive anti-bot protections (like Cloudflare Turnstile) that block automated browser sessions. For large-scale extraction, consider implementing rate limiting in your prompts to avoid triggering IP bans.