A specialized Playwright-based scraper for extracting structured data from major Korean websites like Naver, Coupang, and Daum with advanced anti-bot protection.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install korean-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 korean-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 Korean Scraper?
Korean Scraper is a robust data extraction tool built on Playwright, specifically engineered to navigate the unique structures of major South Korean web platforms. This skill allows developers and AI agents to gather structured information from Naver Blogs, Cafes, News, Coupang product listings, and Daum News. By utilizing Openclaw Skills, users can automate the collection of localized market data, sentiment analysis, or e-commerce insights efficiently.
The tool is designed with a focus on reliability, featuring built-in mechanisms to handle dynamic loading and complex page layouts common in the Korean web ecosystem. It simplifies the process of turning unstructured web content into actionable JSON data for further processing or machine learning applications.
Korean Scraper Use Cases
- Collecting search results and full post content from Naver Blogs for digital marketing research.
- Monitoring trending discussions and the latest community posts within Naver Cafes.
- Extracting product pricing, reviews, and ratings from Coupang for competitive e-commerce analysis.
- Gathering news articles and metadata from Naver and Daum News for automated media monitoring.
- Building automated data pipelines to track localized trends across the Korean digital landscape.
How Korean Scraper Works
- The scraper initializes a Playwright-based browser engine equipped with stealth plugins to minimize detection.
- It navigates to the target Korean platform while simulating human-like behavior, including randomized delays and scroll actions.
- The engine bypasses anti-bot measures such as navigator.webdriver detection and Cloudflare challenges.
- It identifies relevant data points using specialized selectors for each platform (Naver, Coupang, or Daum).
- Extracted data is parsed, cleaned, and organized into a structured JSON format.
- The final output is returned to the user or the calling agent within the Openclaw Skills environment.
Korean Scraper Setup
To get started with this skill, navigate to the directory and install the necessary dependencies:
cd skills/korean-scraper
npm install
npx playwright install chromium
You can also configure environment variables for debugging or advanced capture:
# Example: Run with UI visible and capture screenshots
HEADLESS=false SCREENSHOT=true node scripts/naver-blog.js search "keyword"
Korean Scraper Data Schema & Taxonomy
The skill returns data in a consistent JSON format. Below is the schema for common extraction types:
| Platform | Primary Fields |
|---|---|
| Naver Blog | title, url, blogger, date, content, images, tags |
| Coupang | productName, price, originalPrice, rating, reviewCount, rocketDelivery |
| News | title, media, author, date, content, category, images |
| Naver Cafe | title, url, author, date, views, comments |
Korean Scraper Advanced Features
- Comprehensive anti-bot suite including User-Agent rotation and human behavior mimicry.
- Advanced stealth mode that hides the automation footprint and bypasses Cloudflare waiting rooms.
- Built-in rate limiting with automatic backoff for 429 errors to protect server integrity.
- Support for both headless and headful modes via environment variables for easier debugging.
- Seamless integration for batch processing and multi-agent workflows within Openclaw Skills.
- Custom selector management to maintain compatibility with frequent UI updates on Korean portals.
SKILL.md
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