summarize

Extract and summarize text from URLs, local files, and transcripts.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/Xronical/evo-appliances-seo --skill summarize-xronical
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: summarize
Source: https://github.com/Xronical/evo-appliances-seo/tree/main/openclaw-backup/workspace/skills/summarize
Command: npx skills add https://github.com/Xronical/evo-appliances-seo --skill summarize-xronical

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires summarize-cli, and includes scripts (resource) components.

What problem does it solve?

This Skill automates the process of extracting and summarizing text from various sources like URLs, local files, and even audio/video transcripts, saving you time on content review and research.

Core Features & Use Cases

  • URL Summarization: Condense articles and web pages into concise summaries.
  • Transcript Extraction: Pull transcripts from videos and podcasts for summarization.
  • File Processing: Extract and summarize content from local documents (PDFs, text files, audio).
  • SEO Use Case: Summarize competitor articles to identify content gaps or extract key points from industry podcasts for social media content.

Quick Start

Use the summarize CLI to get a short summary of the article at https://example.com/article.

Frequently Asked Questions about summarize

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I extract and summarize content from a URL?

To extract and summarize content from a URL, provide the web address to the summarize CLI. It automatically condenses articles and web pages into concise summaries for quick review.

Can I get a summary from a video or podcast transcript?

Yes, you can summarize video and podcast transcripts. The tool pulls transcripts from audio and video sources, allowing you to extract key points without manual transcription.

Does this tool support extracting text from local PDF files?

Yes, the tool supports file processing for local PDFs and text files. It extracts the content directly from your local documents and generates a summary based on the extracted text.

What is the best way to summarize competitor articles for SEO analysis?

The best way to summarize competitor articles for SEO is using URL summarization to identify content gaps. It condenses rival web pages into concise summaries, highlighting key industry points quickly.

Do I need the summarize-cli dependency to process local documents?

Yes, you need the summarize-cli dependency installed. It provides the deterministic task execution required to extract and summarize text content from local files, URLs, and transcripts.