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

Use this as a shortlist, then open the skill detail page before adopting.

Add more skills

Decision summary

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

Strongest overall

Playwright

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

Fastest prototype

Playwright

Best first install candidate based on install readiness and adoption.

Freshest repo

Playwright

Most recent maintenance signal among this shortlist.

SignalSkills

Browser automation CLI built for AI agents. Break through anti-bot walls, hand off to humans across platforms when stuck. Parallel multi-task execution, independent multi-session operation, isolated multi-account browsing.

Crawlee

Crawlee—A web scraping and browser automation library for Node.js to build reliable crawlers. In JavaScript and TypeScript. Extract data for AI, LLMs, RAG, or GPTs. Download HTML, PDF, JPG, PNG, and other files from websites. Works with Puppeteer, Playwright, Cheerio, JSDOM, and raw HTTP. Both headful and headless mode. With proxy rotation.

SeleniumBase

📊 Python's all-in-one framework for web crawling, scraping, and testing. Supports pytest. CDP Mode provides stealth. Includes many tools.

Playwright

Playwright is a framework for Web Testing and Automation. It allows testing Chromium, Firefox and WebKit with a single API.

Quality
100/100
Excellent
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
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.

100/100
Production-ready

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

Adoption2.4K stars
0 installs
24K stars
0 installs
13K stars
0 installs
91K stars
0 installs
FreshnessJun 11, 2026Jun 12, 2026Jun 12, 2026Jun 12, 2026
Use-case fit
Stack fit
Platform hintsPython, Web Automation, Claude Code, OpenAI Agents, Browser agentsTypeScript, Playwright, Claude Code, OpenAI Agents, Browser agentsPython, Playwright, Claude Code, Browser agentsTypeScript, Playwright, Claude Code, Browser agents
WarningsNo major risk signals from current metadataNo OpenAgentSkill engagement data yetNo major risk signals from current metadataNo OpenAgentSkill engagement data yet
Best forBrowser automation workflows · Claude Code teams · teams that value GitHub adoption signalsWeb scraping workflows · Claude Code teams · teams that value GitHub adoption signalsBrowser automation workflows · Claude Code teams · teams that value GitHub adoption signalsBrowser automation 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
OpenAgentSkill engagement3 views
0 install copies
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0 install copies
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Install
$ npx skills add browser-act/skills
$ npx skills add apify/crawlee
$ npx skills add seleniumbase/SeleniumBase
$ npx skills add microsoft/playwright