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.
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.
| Signal | Browser Lightpanda: the headless browser designed for AI and automation | 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. |
| Adoption | 31K stars 0 installs | 24K stars 0 installs | 13K stars 0 installs | 91K stars 0 installs |
| Freshness | Jun 12, 2026 | Jun 12, 2026 | Jun 12, 2026 | Jun 12, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Zig, Browser Automation, Claude Code, Browser agents | TypeScript, Playwright, Claude Code, OpenAI Agents, Browser agents | Python, Playwright, Claude Code, Browser agents | TypeScript, Playwright, Claude Code, Browser agents |
| Warnings | No major risk signals from current metadata | No OpenAgentSkill engagement data yet | No major risk signals from current metadata | No OpenAgentSkill engagement data yet |
| Best for | Browser automation workflows · Claude Code teams · teams that value GitHub adoption signals | Web scraping workflows · Claude Code teams · teams that value GitHub adoption signals | Browser automation workflows · Claude Code teams · teams that value GitHub adoption signals | Browser automation workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 6 views 0 install copies | 0 views 0 install copies | 1 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add lightpanda-io/browser | $ npx skills add apify/crawlee | $ npx skills add seleniumbase/SeleniumBase | $ npx skills add microsoft/playwright |