Unbrowse

What This Skill Does

Unbrowse by bobdevibecoder is a powerful developer utility designed to streamline the creation of OpenClaw AI agents. By leveraging HTTP Archive (HAR) file analysis and headless browser automation, Unbrowse acts as an automated reverse-engineering engine for web APIs. It captures real-time network traffic from any target URL, parses the underlying request/response patterns, and automatically generates the boilerplate infrastructure required to turn those APIs into functional OpenClaw skills. The tool outputs a structured project including typed API clients, authentication modules, and command-line entry points, significantly reducing the manual effort involved in API integration.

Installation

To install the Unbrowse skill directly into your environment, run the following command in your terminal:

clawhub install openclaw/skills/skills/bobdevibecoder/unbrowse

Ensure you have Python 3.11+ installed. For full functionality, especially CDP capture, verify that you have a compatible Chrome or Chromium binary installed and configured in your UNBROWSE_CHROME_PATH environment variable. You may also need playwright installed to facilitate the browser-based traffic capture.

Use Cases

Unbrowse is ideal for developers looking to automate repetitive tasks by building AI-controlled agents. Common use cases include:

1. Rapidly scaffolding an agent to interact with a proprietary web dashboard that lacks a public API.
2. Converting complex legacy web interactions into clean, reusable OpenClaw commands.
3. Prototyping data-extraction bots for financial or e-commerce sites.
4. Standardizing API authentication patterns across multiple different skill projects.

Example Prompts

1. "Unbrowse, capture traffic from https://dashboard.example.com/login and generate a new skill named 'ExampleManager' in my workspace."
2. "Analyze the capture-session.har file and list all detected authentication patterns and rate limits."
3. "Publish the generated 'FinanceTracker' skill to the ClawHub marketplace with a price of 5 USDC."

Tips & Limitations

When using Unbrowse, prioritize capturing traffic in a clean environment to ensure the generated schemas remain accurate and free of extraneous noise. The tool relies heavily on the quality of the captured HAR data; if a website uses highly obfuscated GraphQL queries or dynamic request signing, manual adjustment of the generated lib/api_client.py may be necessary. Always verify your generated skill code before publishing to the marketplace to ensure security and reliability. Note that headless capture may be blocked by anti-bot protections; if capture fails, consider manually exporting a HAR file from your browser's DevTools.