hn-extractExtract a HackerNews post (article + comments) into single clean Markdown for quick reading or LLM input.
Install via ClawdBot CLI:
clawdbot install guoqiao/hn-extractGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 1, 2026
Extract HackerNews discussions about new technologies or startups to analyze market trends and competitor sentiment. This helps businesses gather real-time feedback and identify emerging opportunities.
Use the skill to pull and format top HackerNews posts and comments into clean Markdown for automated content feeds. This enables news platforms to quickly integrate user-generated insights without manual editing.
Extract structured discussions from HackerNews to create datasets for fine-tuning LLMs on technical conversations. This supports AI developers in building models that understand niche tech topics.
Monitor HackerNews threads about a company's products by extracting comments into readable formats for analysis. This assists in tracking public perception and addressing user concerns efficiently.
Gather and format HackerNews discussions for studies on information diffusion or social dynamics in tech communities. Researchers can analyze threaded conversations without dealing with raw web scraping.
Offer a subscription-based service that automates HackerNews extraction for marketers and analysts. Users pay monthly for API access or a web interface to generate clean Markdown reports.
Provide a free tier for limited extractions with paid tiers for higher volume and advanced features like summarization. Monetize through API calls and enterprise licenses for large-scale data needs.
License the skill to be embedded in productivity tools like Notion or Slack, enabling users to pull HackerNews content directly into their workflows. Revenue comes from partnership deals and per-user fees.
💬 Integration Tip
Ensure uv is installed and accessible in the agent's environment before running the script to avoid dependency issues.
Scored Apr 15, 2026
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