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.

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Decision summary

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

Strongest overall

Playwright Python

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

Fastest prototype

Playwright Python

Best first install candidate based on install readiness and adoption.

Freshest repo

Playwright Python

Most recent maintenance signal among this shortlist.

SignalAIstudioProxyAPI

FastAPI + Playwright + Camoufox 中间层代理服务器,兼容OpenAI API且支持参数转发。项目通过浏览器自动化将API请求转发到 Google AI Studio Chat,并同样按照OpenAI标准格式返回的工具。内置调试WebUI面板。

Artillery

The complete load testing platform. Everything you need for production-grade load tests. Serverless & distributed. Load test with Playwright. Load test HTTP APIs, GraphQL, WebSocket, and more. Use any Node.js module.

Playwright Python

Python version of the Playwright testing and automation library.

Crawlee Python

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

Quality
95/100
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
Verified outcomes are shown on each skill page
9.0K stars
Verified outcomes are shown on each skill page
15K stars
Verified outcomes are shown on each skill page
9.2K stars
Verified outcomes are shown on each skill page
FreshnessApr 22, 2026Jul 9, 2026Jul 17, 2026Jun 19, 2026
Use-case fit
Workflow fit
Platform hintsPython, Playwright, Claude Code, OpenAI Agents, Browser agentsJavaScript, Playwright, Claude Code, Browser agentsPython, Playwright, Claude Code, Browser agentsPython, Playwright, Claude Code, OpenAI Agents, Browser agents
WarningsNo major risk signals from current metadataNo 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 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
OpenAgentSkill engagement9 views
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Install
$ npx skills add CJackHwang/AIstudioProxyAPI
$ npx skills add artilleryio/artillery
$ npx skills add microsoft/playwright-python
$ npx skills add apify/crawlee-python