pulpminer
Convert any webpage into structured JSON data using AI. Scrape websites, extract data into custom JSON schemas, and call saved APIs programmatically. Useful for web scraping, data extraction, content monitoring, lead generation, price tracking, and building data pipelines.
Why use this skill?
Convert any website into structured JSON automatically with PulpMiner. Ideal for scraping, lead generation, and building data pipelines for your AI agent workflows.
Install via CLI (Recommended)
clawhub install openclaw/skills/skills/melvin2016/webscraper-pulpminerWhat This Skill Does
PulpMiner is a powerful AI-driven web scraping utility that transforms unstructured web content into clean, machine-readable JSON. By leveraging advanced LLMs, it navigates the complexities of modern websites, allowing you to extract specific data points, monitor pricing, or aggregate information from sources that lack a formal API. Whether you are dealing with static HTML or complex, JavaScript-heavy single-page applications, PulpMiner provides the infrastructure to fetch data reliably. It bridges the gap between raw web browsing and structured data pipelines, making it an essential tool for developers and data analysts who need to automate content retrieval.
Installation
To integrate PulpMiner into your environment, use the OpenClaw terminal command:
clawhub install openclaw/skills/skills/melvin2016/webscraper-pulpminer
Ensure you have retrieved your API key from the PulpMiner dashboard (https://pulpminer.com/api) and configured your endpoints. You must have network access enabled in your agent configuration to facilitate external requests to the PulpMiner API endpoints.
Use Cases
- E-commerce Price Tracking: Automatically monitor competitor pricing changes and store them in a database.
- Lead Generation: Extract contact information, names, and job titles from directory websites.
- Content Monitoring: Track news sites or blogs for specific keywords or product mentions to build sentiment analysis pipelines.
- Data Pipelines: Turn unstructured web articles into structured JSON feeds for custom applications.
Example Prompts
- "PulpMiner, scrape the latest products from [URL] and extract them into a JSON list with fields for name, current_price, and stock_status."
- "Monitor this search page [URL] using the dynamic query parameter 'q=mechanical-keyboards' and provide a summary of the top 5 results."
- "Use PulpMiner to pull the staff directory from this URL, filtering only for those with 'Senior' in their job title, and return the data as a JSON schema."
Tips & Limitations
- Caching: Remember that PulpMiner caches results for 24 hours. If you need real-time data, ensure cache settings are adjusted in your dashboard.
- Dynamic Content: For sites that render content via JavaScript, ensure you toggle 'Render JS' in the dashboard settings to ensure the scraper sees the fully rendered DOM.
- Complexity: Keep your JSON templates concise. While LLMs are powerful, complex schemas benefit from clear, specific 'Extra Instructions' to ensure the output remains consistent and high-quality.
Metadata
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Find the right skillPaste this into your clawhub.json to enable this plugin.
{
"plugins": {
"official-melvin2016-webscraper-pulpminer": {
"enabled": true,
"auto_update": true
}
}
}Tags(AI)
Flags: network-access, external-api