What prerequisites are required to use this skill?

You need the Kernel CLI installed and authenticated, Node.js 22+, the 'jq' utility, and a valid KERNEL_API_KEY environment variable.

Does this skill help with login page analysis?

Yes, it automatically attempts to discover and analyze the login page of a target URL, as these pages often have more aggressive bot detection than standard homepages.

What is the benefit of the comparative workflow?

The comparative workflow allows you to see exactly how a website responds to a standard browser versus a stealth-hardened browser, helping you determine if stealth mode successfully bypasses specific detection triggers.

Which bot detection vendors can this skill identify?

This skill can detect a wide range of vendors including Akamai (Bot Manager), Cloudflare (Turnstile/Bot Management), DataDome, HUMAN (PerimeterX), Imperva (Incapsula), Kasada, Arkose Labs, and Google reCAPTCHA.

Website Bot Detection Profiler

Name: Website Bot Detection Profiler
Author: kernel

bykernel

•

セキュリティとテスト

Analyzes websites to identify anti-bot vendors, challenge types, and the effectiveness of stealth vs. non-stealth browser modes.

This skill enables developers and security researchers to audit websites for bot detection technologies including Akamai, Cloudflare, and DataDome. By performing comparative analyses between stealth and non-stealth browser sessions, it helps identify specific anti-bot products, cookie behaviors, and challenge triggers. It is particularly useful for debugging web scraping workflows, verifying browser fingerprint stealthiness, and understanding the security posture of a target domain through automated fingerprint and network analysis.

主な機能

01Visual reporting with screenshots of homepage and login page block states

02Detection of specific challenge types including JS challenges, CAPTCHAs, and Turnstile

03Comparative analysis between stealth-hardened and standard browser modes

043 GitHub stars

05Deep inspection of cookies, headers, and network requests for vendor attribution

06Automated identification of major anti-bot vendors like Akamai, Cloudflare, and DataDome

ユースケース

01Auditing a website's security measures before initiating a data extraction or scraping project

02Evaluating the effectiveness of stealth browser configurations against modern bot managers

03Debugging automated workflows to identify why a specific bot detection vendor is blocking traffic

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add kernel/skills profile-website-bot-detection

For use in Claude.ai and ChatGPT

主な機能

01Visual reporting with screenshots of homepage and login page block states

02Detection of specific challenge types including JS challenges, CAPTCHAs, and Turnstile

03Comparative analysis between stealth-hardened and standard browser modes

043 GitHub stars

05Deep inspection of cookies, headers, and network requests for vendor attribution

06Automated identification of major anti-bot vendors like Akamai, Cloudflare, and DataDome

ユースケース

01Auditing a website's security measures before initiating a data extraction or scraping project

02Evaluating the effectiveness of stealth browser configurations against modern bot managers

03Debugging automated workflows to identify why a specific bot detection vendor is blocking traffic