summarize

Summarize URLs, local files, and media via the summarize CLI.

23|2|Updated May 27, 2026

Search Tags:#cli #media #diagnostics #model-selection #summarize #files #urls

Ready to run

npx skills add https://github.com/zhouguoqing/QianYuan.AIAgenticFramework --skill summarize-zhouguoqing

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: summarize
Source: https://github.com/zhouguoqing/QianYuan.AIAgenticFramework/tree/main/.agents/skills/summarize
Command: npx skills add https://github.com/zhouguoqing/QianYuan.AIAgenticFramework --skill summarize-zhouguoqing

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Quickly convert long-form content from URLs, local files, or media into concise, readable summaries right in your terminal to speed up understanding and decision making.

Core Features & Use Cases

CLI-driven summarization of URLs, documents, and media through the summarize command.
Support for model/provider selection and output controls (--model, --length, --language, --extract, --format, --json) to tailor results.
Typical use cases include summarizing web articles, PDFs, or video transcripts for rapid digest.

Quick Start

Install the summarize CLI and run a simple summary on a target input to see an immediate result.

Frequently Asked Questions about summarize

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

FAQPage Schema

How do I summarize URLs, local files, and media directly from the terminal?▼

You can summarize URLs, local files, and media directly from the terminal by executing the summarize CLI command on your target input. The tool processes web content, documents, and multimedia sources into concise, structured summaries for fast decision making.

What is the best way to get structured summaries of web articles and PDFs in my terminal workflow?▼

The best way to get structured summaries of web articles and PDFs in terminal workflows is using a CLI-driven summarization tool. It automates the extraction of long-form content into readable text, providing quick digests without leaving your command line environment.

Can I select specific models or control output format when summarizing documents via CLI?▼

Yes, you can select specific models and control the summarization output format via CLI flags. The tool supports explicit model and provider selection, alongside output controls like --length, --language, --extract, --format, and --json to tailor results to your needs.

Does the summarize CLI support verbose diagnostics and configuration defaults?▼

Yes, the summarize CLI supports verbose diagnostics and configuration defaults. It applies explicit flag selection for model and provider choices while allowing default settings to be configured, and it references the CLI usage guide in references/cli.md for detailed operations.

What are the limitations of terminal-based file and URL summarization?▼

The main limitation of terminal-based file and URL summarization is that it depends entirely on the accuracy and processing capabilities of the selected model. Additionally, extracting summaries from complex multimedia sources or heavily formatted PDFs may occasionally produce less structured results.