A high-speed, credential-free browser automation tool for scraping, summarizing, and auditing public websites.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install openclaw-web-automation
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install openclaw-web-automation using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is OpenClaw Web Automation (Basic)?
The OpenClaw Web Automation skill is a streamlined solution for interacting with public web content without the need for complex authentication or credential management. Built to leverage the OpenClaw Automation Kit, this skill allows users to quickly extract structured data, such as page titles and keyword frequencies, from any publicly accessible URL. It serves as a foundational component for developers looking to integrate rapid web analysis into their broader Openclaw Skills workflows.
This tool is specifically optimized for speed and safety, ensuring that automated queries are routed through a dedicated local script to return JSON-formatted results. By focusing on public-site facts and summaries, it provides a low-friction entry point for browser-based automation tasks that do not require login credentials.
OpenClaw Web Automation (Basic) Use Cases
- Summarizing long-form articles or news pages for quick consumption.
- Checking for the presence of specific keywords, such as pricing or contact information, on landing pages.
- Counting keyword density to support SEO analysis and content audits.
- Verifying website uptime and basic page structure during development cycles.
How OpenClaw Web Automation (Basic) Works
- The skill receives a natural language query or a specific URL from the user.
- It triggers a local Python execution path via the internal scripts directory.
- The system navigates to the target website using the OpenClaw query engine.
- Relevant page metadata and content highlights are extracted into a structured format.
- The skill returns a concise summary including the title, keyword metrics, and key takeaways to the user.
OpenClaw Web Automation (Basic) Setup
To get started with this skill, ensure your local Python environment is configured and the repository is accessible. Install the necessary packages using the following command:
pip install -e .
You can then run a web automation query directly from the terminal:
python skills/openclaw-web-automation-basic/scripts/run_query.py --query "summarize https://example.com"
OpenClaw Web Automation (Basic) Data Schema & Taxonomy
The skill organizes its output into a clear, structured JSON schema to ensure compatibility with other Openclaw Skills. The following table describes the data points returned:
| Property | Description |
|---|---|
page_title |
The string value of the website's HTML title tag. |
keyword |
The primary term identified or requested in the query. |
keyword_count |
An integer representing total occurrences of the keyword. |
highlights |
An array of 1-3 key sentences or data points found on the page. |
OpenClaw Web Automation (Basic) Advanced Features
- Intelligent default routing to pre-defined URLs if no target is specified in the query.
- Local script execution via the OpenClaw Automation Kit for enhanced privacy and performance.
- Built-in safety guards that prevent the skill from attempting to bypass anti-bot mechanisms or handle sensitive credentials.
- Structured JSON output optimized for consumption by other agents within the Openclaw Skills ecosystem.
SKILL.md
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