Profile Website Bot Detection

This automates the tedious work of figuring out which bot detection vendor is blocking your scraper. It spins up both stealth and non-stealth Kernel browsers, navigates to your target site (homepage and login page), then compares what gets detected and blocked. You get structured JSON reports identifying specific vendors like Akamai, Cloudflare, DataDome, and their exact products based on URL patterns, cookies, and headers. The comparative output makes it dead simple to see if stealth mode actually helps or if you're getting blocked either way. Honestly most useful when a site is blocking you and you need to know what you're up against before burning hours on evasion techniques. Takes the guesswork out of bot detection profiling.

Install to Claude Code

npx -y skills add kernel/skills --skill profile-website-bot-detection --agent claude-code

Installs to .claude/skills