A high-performance, adaptive web scraping engine designed to bypass modern anti-bot protections like Cloudflare Turnstile.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install agent-stealth-scraper
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 agent-stealth-scraper 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 Agent Stealth Scraper?
Agent Stealth Scraper is a next-generation scraping engine optimized for agentic intelligence. By leveraging the Scrapling framework, it provides parsing speeds up to 1000x faster than traditional tools like BeautifulSoup. It is one of the most resilient Openclaw Skills available for developers who need to navigate complex web environments without being blocked.
The skill uses adaptive element tracking and similarity algorithms to ensure that scripts continue to function even when website UIs change. This provides true information sovereignty through reliable data accessibility, making it an essential component of any sophisticated automation stack.
Agent Stealth Scraper Use Cases
- Automated data harvesting from websites protected by Cloudflare Turnstile and interstitial challenges.
- High-scale asynchronous web crawling for market research and competitive intelligence.
- Building resilient data pipelines that remain functional despite frequent website UI updates.
- Expanding your library of Openclaw Skills for complex data science and AI training projects.
How Agent Stealth Scraper Works
- The skill initializes an asynchronous session using AIOHTTP for maximum throughput and performance.
- It navigates to the target URL while employing native bypass techniques to clear anti-bot barriers.
- Scrapling-based adaptive selection logic identifies target elements using similarity algorithms rather than brittle CSS selectors.
- Extracted data is parsed at high speeds and formatted for immediate use in downstream agentic workflows.
Agent Stealth Scraper Setup
To begin using this tool among your other Openclaw Skills, execute the following command in your terminal:
npx openclaw skill run agent-stealth-scraper --url "https://target-website.com"
Ensure your environment supports asynchronous operations to take full advantage of the engine's scaling capabilities.
Agent Stealth Scraper Data Schema & Taxonomy
The skill produces structured data objects for every successful extraction. Below is the metadata taxonomy used by this entry in the Openclaw Skills collection:
| Attribute | Description |
|---|---|
| url | The target source URL for the scraping operation |
| status | Success state of the anti-bot bypass and HTTP request |
| extracted_data | The primary data payload retrieved from the page |
| method | The similarity algorithm used for element selection |
| timestamp | ISO-8601 formatted time of the data capture |
Agent Stealth Scraper Advanced Features
- Native bypass capabilities for Cloudflare Turnstile and complex interstitial pages.
- Adaptive element tracking that uses similarity algorithms to survive DOM changes.
- Fully asynchronous core powered by AIOHTTP for high-concurrency tasks.
- Integration with the Scrapling framework for industry-leading parsing speeds.
- Seamless compatibility with other Openclaw Skills for multi-agent data orchestration.
SKILL.md
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