apify-hn-scraperScrape Hacker News stories, comments, and discussions. Use when user asks to search HN, find Hacker News posts, monitor tech discussions, or extract HN data....
Install via ClawdBot CLI:
clawdbot install marcindudekdev/apify-hn-scraperGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
POST → https://api.apify.com/v2/acts/0UDODOnpTkxY3Oc90/run-sync-get-dataset-items?tokenCalls external URL not in known-safe list
https://api.apify.com/v2/acts/0UDODOnpTkxY3Oc90/run-sync-get-dataset-items?tokenAI Analysis
The skill sends user-provided search terms to a documented, legitimate third-party service (Apify) to scrape public Hacker News data, which is consistent with its stated purpose. The primary risk is dependency on an external API not controlled by the skill's host, but there is no evidence of credential harvesting, hidden instructions, or obfuscation.
Audited Apr 17, 2026 · audit v1.0
Generated Mar 21, 2026
A market research firm uses the scraper to monitor trending topics and sentiment on Hacker News for tech industry reports. They analyze story points and comment threads to identify emerging technologies and startup trends, helping clients make informed investment decisions.
A tech newsletter editor employs the scraper to source high-quality Hacker News stories based on relevance and points. They filter results by search terms and sort by date to compile weekly digests, enhancing reader engagement with curated tech discussions.
A startup uses the scraper to track mentions of competitors and related keywords on Hacker News. By setting searchTerms and maxResults, they gather data on public perception and product feedback, informing strategic adjustments and marketing campaigns.
A university researcher utilizes the scraper to extract Hacker News data for studying online discourse patterns. They configure includeComments to analyze comment threads and sortBy to examine engagement metrics, supporting papers on tech community dynamics.
A software development team integrates the scraper to gather user feedback and feature requests from Hacker News discussions. They scrape stories with specific searchTerms to identify pain points and trends, guiding product roadmap prioritization and innovation.
Offer a monthly subscription where clients receive curated Hacker News data reports, including top stories and analysis. Use the scraper to automate data collection and provide insights via JSON/CSV exports, targeting businesses needing regular tech intelligence.
Provide consulting services to help companies integrate the scraper into their workflows for specific use cases like market research or competitive analysis. Charge for setup, customization, and ongoing support, leveraging the Actor's API capabilities.
Develop a web tool that allows free basic scraping of Hacker News with limited results, while offering premium tiers for advanced features like higher maxResults, historical data access, and automated alerts. Monetize through tiered subscriptions.
💬 Integration Tip
Ensure APIFY_TOKEN is set and test with curl commands before full integration; use jq for easy JSON parsing to streamline data handling in scripts.
Scored Jun 17, 2026
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