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

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

Strongest overall

Webapp Testing

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Fastest prototype

Webapp Testing

Best first install candidate based on install readiness and adoption.

Freshest repo

Webapp Testing

Most recent maintenance signal among this shortlist.

SignalWebapp Testing

Use Playwright to interact with and test local web applications, capture screenshots, debug UI behavior, and inspect browser logs.

Playwright Browser Skill

Automate a real browser from the terminal for navigation, form filling, snapshots, screenshots, extraction, and UI-flow debugging.

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.

Midscene

AI-powered, vision-driven UI automation for every platform.

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.

Adoption166K stars
0 installs
25K stars
0 installs
24K stars
0 installs
14K stars
0 installs
FreshnessJul 24, 2026Jul 14, 2026Jun 24, 2026Jul 24, 2026
Use-case fit
Workflow fit
Platform hintsClaude Code, Codex, Cursor, Playwright, OpenAI AgentsCodex, Claude Code, Cursor, Playwright, OpenAI AgentsTypeScript, Playwright, Claude Code, OpenAI Agents, Browser agentsTypeScript, Computer Use, Claude Code, OpenAI Agents, Browser agents
WarningsUse synthetic or approved test data; do not run destructive browser actions without review. · No OpenAgentSkill engagement data yetBrowser automation can submit data; confirm the target environment and review actions before execution. · No OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forBrowser 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 signalsBrowser automation workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal forteams that need a vendor-supported SLA · production agents without a repository reviewteams that need a vendor-supported SLA · production agents without a repository 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 anthropics/skills --skill webapp-testing
$ npx skills add openai/skills --skill playwright
$ npx skills add apify/crawlee
$ npx skills add web-infra-dev/midscene