Content Summarizer

Transform any URL or raw text into structured, actionable content summaries using extractive summarization + AI enhancement prompts.

What This Skill Does

1. Fetches any URL and extracts clean text (removes HTML, nav, scripts, ads)
2. Extracts key sentences algorithmically (extractive summarization — no API needed)
3. Generates metadata (title, word count, reading time)
4. Outputs a structured markdown template + AI enhancement prompt ready for any LLM

The AI enhancement prompt makes the extracted content easy to summarize with MiniMax, GPT-4o, or Claude.

Quick Start

# Summarize a URL (outputs to terminal + /tmp/summaries/)
./scripts/url-to-summary.sh https://example.com/article