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unbrowser

separate

Cheap first-pass web browsing without launching Chrome — fetch SSR pages, follow links, query the DOM, run JS, detect bot-wall challenges. Escalate to OpenClaw's managed browser when the page can't be served headlessly.

When to use

• first-pass scraping of public web pages
• navigation of SSR / static sites
• multi-step interaction with simple HTML forms
• authenticated tasks against user-provided credentials
• Docs sites, GitHub/GitLab UI, PyPI/npm registry pages
• Search-result extraction
• SPA shell rendering where curl returns empty

When not to use

• Credential harvesting
• scraping login forms for user/password pairs
• authenticating as anyone other than the requesting user
• Mass scraping
• denial-of-service-style request volumes
• circumventing per-IP rate limits
• Running arbitrary remote code
• Pages requiring canvas/WebGL/audio rendering or screenshot OCR

Skill page

Source