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Agent Browser - Stagehand

使用自然语言通过 CLI 命令自动化网页浏览器交互。适用于浏览网站、导航网页、提取数据、截屏、填表、点击按钮或与网页应用交互的场景。

person作者: peytoncasperhubclawhub

Browser Automation

Automate browser interactions using Stagehand CLI with Claude.

First: Environment Selection (Local vs Remote)

The skill automatically selects between local and remote browser environments:

  • If Browserbase API keys exist (BROWSERBASE_API_KEY and BROWSERBASE_PROJECT_ID in .env file): Uses remote Browserbase environment
  • If no Browserbase API keys: Falls back to local Chrome browser
  • No user prompting: The selection happens automatically based on available configuration

Setup (First Time Only)

Check setup.json in this directory. If setupComplete: false:

npm install    # Install dependencies
npm link       # Create global 'browser' command

Commands

All commands work identically in both modes:

browser navigate <url>                    # Go to URL
browser act "<action>"                    # Natural language action
browser extract "<instruction>" ['{}']    # Extract data (optional schema)
browser observe "<query>"                 # Discover elements
browser screenshot                        # Take screenshot
browser close                             # Close browser

Quick Example

browser navigate https://example.com
browser act "click the Sign In button"
browser extract "get the page title"
browser close

Mode Comparison

| Feature | Local | Browserbase | |---------|-------|-------------| | Speed | Faster | Slightly slower | | Setup | Chrome required | API key required | | Stealth mode | No | Yes | | Proxy/CAPTCHA | No | Yes | | Best for | Development | Production/scraping |

Best Practices

  1. Always navigate first before interacting
  2. View screenshots after each command to verify
  3. Be specific in action descriptions
  4. Close browser when done

Troubleshooting

  • Chrome not found: Install Chrome or use Browserbase mode
  • Action fails: Use browser observe to discover available elements
  • Browserbase fails: Verify API key and project ID are set

For detailed examples, see EXAMPLES.md. For API reference, see REFERENCE.md.