scrapling-extractWeb scraping and data extraction using the Python Scrapling library. Use to scrape static HTML pages, JavaScript-rendered pages (Playwright), and anti-bot or...
Install via ClawdBot CLI:
clawdbot install PiyushZinc/scrapling-extractGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
post → https://example.com/loginCalls external URL not in known-safe list
https://example.comAI Analysis
The skill's primary function is web scraping, which inherently involves contacting external URLs provided by the user. The 'UNKNOWN_DATA_SINK' signal appears to be a false positive based on example code for a login endpoint, not evidence of exfiltration. The risk is low as the skill's external calls are consistent with its stated purpose and under user control.
Audited Apr 16, 2026 · audit v1.0
Generated Mar 21, 2026
Scrape competitor product pages to track pricing changes, availability, and promotions in real-time. Use StealthyFetcher to bypass anti-bot protections on retail sites and adaptive relocation to handle frequent website updates.
Extract stock prices, market news, and financial reports from banking or investment websites. Employ DynamicFetcher for JavaScript-rendered content and session-based scraping to maintain login states for premium data sources.
Gather property details, prices, and images from multiple listing platforms. Use CSS selectors and XPath to parse structured data, outputting to JSON for database integration and analysis.
Scrape job postings from career sites to analyze hiring trends, skill demands, and salary ranges. Leverage Fetcher for static pages and adaptive relocation to ensure data consistency despite site redesigns.
Collect scholarly articles, citations, and publication metadata from academic journals and databases. Use StealthyFetcher to navigate paywalls and anti-scraping measures, with output to Markdown for research summarization.
Offer subscription-based access to scraped datasets, such as market intelligence or competitor analytics. Use Scrapling's resilient extraction to ensure high-quality, up-to-date data delivery to clients.
Provide tailored scraping services for businesses needing specific data extraction, like lead generation or content aggregation. Leverage Scrapling's fetcher modes and adaptive features to handle diverse client requirements.
Develop and sell software that automates data collection and report generation for industries like finance or real estate. Integrate Scrapling for reliable web data sourcing and output to JSON for seamless tool integration.
💬 Integration Tip
Start with Fetcher for static pages and upgrade to DynamicFetcher or StealthyFetcher only when needed, to minimize setup complexity and resource usage.
Scored Apr 19, 2026
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