Human Browser Use

What This Skill Does

The Human Browser Use skill is an advanced automation wrapper designed to enhance standard browser-use capabilities by mimicking natural human behavior. Traditional browser automation often flags security systems like Cloudflare, DataDome, and reCAPTCHA because programmatic inputs, robot-like mouse movements, and clear automation fingerprints (like the navigator.webdriver flag) are easily detectable. This skill provides a specialized session layer that generates human-like Bezier curves for mouse movements, variable timing for keystrokes, and randomized interactions that effectively blend in with typical user traffic.

Installation

To integrate this skill into your OpenClaw environment, use the following command: clawhub install openclaw/skills/skills/andyless/human-browser-use Once installed, you can utilize the hbu CLI tools or import the HumanBrowserSession directly into your Python scripts. Ensure you have a valid OpenAI API key or configured LLM provider, as the agent requires high-level reasoning to navigate complex websites effectively.

Use Cases

This skill is essential for scenarios where standard headless browsers fail or get blocked. Primary use cases include:

1. Anti-Bot Circumvention: Navigating websites protected by aggressive anti-bot layers that require human-like interactions to verify identity.
2. Natural Data Extraction: Scraping information from sites that actively track interaction patterns and monitor for robotic "instant" clicks.
3. Complex Form Automation: Filling out multi-page web forms that use client-side validation to check for natural typing dynamics and mouse activity.
4. Web UI Interaction Testing: Simulating a real user session to test how modern web applications respond to erratic or "human" behavior patterns.

Example Prompts

• "Open https://www.linkedin.com/login and navigate to the search results page for 'Software Engineer' using human-like scrolling to bypass any bot detection."
• "Go to the e-commerce site at example.com, find the 'Add to Cart' button for the product, and perform a realistic click to ensure the interaction is registered by the site's analytics."
• "Navigate to the target website, handle the reCAPTCHA if it appears using natural mouse movements, and type the login credentials with realistic timing to avoid flagging."

Tips & Limitations

To maximize effectiveness, always run the browser in a non-headless mode if the target site is extremely strict. While the skill mimics human movement, it is not a complete guarantee against all enterprise-grade security suites. Always respect the robots.txt of the target domain, as "human-like" automation does not equate to ethical or legal permission to scrape sites. Ensure your system has sufficient RAM, as maintaining an interactive graphical browser session consumes more resources than simple headless HTTP requests.