A high-performance automated tool designed to extract structured data from any website with 24/7 reliability.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install smart-data-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 smart-data-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 Smart Data Scraper?
Smart Data Scraper is a robust automation tool within the Openclaw Skills ecosystem, specifically engineered to bridge the gap between raw web content and structured datasets. It leverages native binary dependencies like curl to ensure lightweight yet powerful execution across diverse web architectures. By focusing on scalability and ease of use, it allows developers to automate complex data harvesting tasks without manual intervention.
This skill is built for reliability, offering a set-and-forget experience that operates continuously. It is particularly valuable for users looking to build data-driven products or research pipelines where consistent, high-quality data ingestion is critical for success.
Smart Data Scraper Use Cases
- High-frequency price monitoring for e-commerce competitive analysis.
- Automated lead generation by scraping directory listings and public profiles.
- Real-time news or social media sentiment data gathering for financial modeling.
- Periodic content aggregation for niche search engines or research databases.
How Smart Data Scraper Works
- The user initiates the skill via the CLI, specifying the target URL and desired data schema.
- The skill utilizes curl and internal logic to fetch raw HTML content while bypassing common bot detection.
- Data is parsed and transformed from raw text into a structured format (JSON/CSV) based on pre-defined or custom configurations.
- Extracted data is saved locally or pushed to an integrated API endpoint for downstream processing.
- The system performs real-time monitoring and self-optimizes the extraction flow to ensure 7x24 hour uptime.
Smart Data Scraper Setup
To install this skill, ensure you have the Openclaw CLI installed and the curl binary available on your system path. Run the following command:
clawhub install smart-data-scraper
No additional complex environment variables are required for basic operation, making it a plug-and-play solution for most bash-based environments.
Smart Data Scraper Data Schema & Taxonomy
Smart Data Scraper organizes data with a focus on interoperability. The typical output structure includes:
| Field | Description | Type |
|---|---|---|
| timestamp | The exact time the extraction occurred | ISO8601 String |
| source_url | The origin URL of the scraped data | String |
| payload | The core extracted data (customizable) | JSON Object |
| status | Success or failure metadata for the crawl | String |
All data is stored in the local workdir unless an external API integration is configured in the skill settings.
Smart Data Scraper Advanced Features
- 7x24 continuous execution mode for non-stop data harvesting.
- Native API integration support for seamless data delivery to major platforms.
- Real-time performance monitoring and automated workflow optimization.
- Highly flexible configuration system allowing for deep customization of scraping logic.
- Minimal marginal cost of operation after the initial setup.
SKILL.md
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