Skill comparison

Compare agent skills before installing.

Put high-signal skills side by side and inspect quality, adoption, freshness, install readiness, use-case fit, and warnings in one place.

Comparing 4 skills

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Decision summary

Browser is the strongest overall pick here because it has a 100/100 readiness score and fits Browser automation.

Strongest overall

Browser

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Fastest prototype

Browser

Best first install candidate based on install readiness and adoption.

Freshest repo

Playwright Skill

Most recent maintenance signal among this shortlist.

SignalBrowserBruter

BrowserBruter is a powerful web form fuzzing automation tool designed for web security professionals and penetration testers. This Python-based tool leverages Selenium and Selenium-Wire to automate web form fuzzing, making it easier to identify potential vulnerabilities in web applications.

Playwright Skill

Claude Code Skill for browser automation with Playwright. Model-invoked - Claude autonomously writes and executes custom automation for testing and validation.

Browser

Lightpanda: the headless browser designed for AI and automation

Maxun

🔥 The open-source no-code platform for web scraping, crawling, search and AI data extraction • Turn websites into structured APIs in minutes 🔥

Quality
64/100
Promising
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
54/100
Needs manual review

Do a manual repository review before adding this to an agent workflow.

100/100
Production-ready

Use this as a leading candidate, then validate the README and install path in your own agent stack.

100/100
Production-ready

Use this as a leading candidate, then validate the README and install path in your own agent stack.

100/100
Production-ready

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Adoption332 stars
Verified outcomes are shown on each skill page
3.0K stars
Verified outcomes are shown on each skill page
31K stars
Verified outcomes are shown on each skill page
16K stars
Verified outcomes are shown on each skill page
FreshnessSep 11, 2025Aug 11, 2026Jun 19, 2026Jul 2, 2026
Use-case fit
Workflow fit
Platform hintsJavaScript, Browser Automation, Claude Code, Browser agentsJavaScript, Browser Automation, Claude Code, Browser agentsZig, Browser Automation, Claude Code, Browser agentsTypeScript, Browser Automation, Claude Code, Browser agents
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forBrowser automation workflows · Claude Code teams · builders willing to evaluate younger projectsBrowser automation workflows · Claude Code teams · teams that value GitHub adoption signalsBrowser automation workflows · Claude Code teams · teams that value GitHub adoption signalsWeb scraping workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal forteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security review
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Install
$ npx skills add netsquare/BrowserBruter
$ npx skills add lackeyjb/playwright-skill
$ npx skills add lightpanda-io/browser
$ npx skills add getmaxun/maxun