
This walks you through building production web scrapers using Bright Data's infrastructure instead of writing fragile BeautifulSoup code from scratch. It forces you through a proper decision tree: check if a pre-built scraper exists for your target site first, then analyze the HTML to pick the cheapest API that'll work (static content gets Web Unlocker, JavaScript-heavy pages get Browser API). The reconnaissance phase is thorough, maybe overly so, but that's the point. It teaches selector reliability, pagination patterns, and the async trigger/poll pattern for bulk jobs. You get complete runnable code, not sketches. Good for anyone tired of scrapers breaking after the first site redesign.
npx -y skills add brightdata/skills --skill scraper-builder --agent claude-codeInstalls into .claude/skills of the current project.
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