This is a systematic web scraping workflow that starts with a single curl request and only escalates to browser automation when needed. It runs adaptive reconnaissance phases with quality gates, so you're not burning browser resources if the data is already in the raw HTML. The framework detection tables help it recognize Next.js, WordPress, Shopify and others to skip irrelevant patterns. What's smart is the validation phase that actually tests every selector and API endpoint before claiming it works. It includes traffic interception to sniff APIs during page loads and has a full decision tree for when to test anti-bot protections versus when to skip it. Built for Apify Actor development with TypeScript templates included.
npx skills add https://github.com/yfe404/web-scraper --skill web-scraping