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summarize

Summarize articles, local files, YouTube videos, and podcasts to review their main points. Adjust the summary length, or extract available text and transcripts from URLs when you need the source content.

中文简介正在准备中。当前显示英语简介。

原文查看原文说明

Summarize or extract text/transcripts from URLs, podcasts, and local files (great fallback for “transcribe this YouTube/video”).

集成工具YouTubeOpenAI
查看安装方法

适用场景

  • Reviewing the main points of an online article
  • Summarizing a local PDF
  • Extracting an available YouTube transcript
  • Getting a summary of a podcast

包含的文件(1)

  • SKILL.md2.0 KB

SKILL.md(原文)

安装前可以查看交给 AI 代理的指令内容。

Summarize

Fast CLI to summarize URLs, local files, and YouTube links.

When to use (trigger phrases)

Use this skill immediately when the user asks any of:

  • “use summarize.sh”
  • “what’s this link/video about?”
  • “summarize this URL/article”
  • “transcribe this YouTube/video” (best-effort transcript extraction; no yt-dlp needed)

Quick start

summarize "https://example.com" --model google/gemini-3-flash-preview
summarize "/path/to/file.pdf" --model google/gemini-3-flash-preview
summarize "https://youtu.be/dQw4w9WgXcQ" --youtube auto

YouTube: summary vs transcript

Best-effort transcript (URLs only):

summarize "https://youtu.be/dQw4w9WgXcQ" --youtube auto --extract-only

If the user asked for a transcript but it’s huge, return a tight summary first, then ask which section/time range to expand.

Model + keys

Set the API key for your chosen provider:

  • OpenAI: OPENAI_API_KEY
  • Anthropic: ANTHROPIC_API_KEY
  • xAI: XAI_API_KEY
  • Google: GEMINI_API_KEY (aliases: GOOGLE_GENERATIVE_AI_API_KEY, GOOGLE_API_KEY)

Default model is google/gemini-3-flash-preview if none is set.

Useful flags

  • --length short|medium|long|xl|xxl|<chars>
  • --max-output-tokens <count>
  • --extract-only (URLs only)
  • --json (machine readable)
  • --firecrawl auto|off|always (fallback extraction)
  • --youtube auto (Apify fallback if APIFY_API_TOKEN set)

Config

Optional config file: ~/.summarize/config.json

{ "model": "openai/gpt-5.4" }

Optional services:

  • FIRECRAWL_API_KEY for blocked sites
  • APIFY_API_TOKEN for YouTube fallback

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中文简介正在准备中。当前显示英语简介。

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中文简介正在准备中。当前显示英语简介。

  • Check automated test results for a pull request
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中文简介正在准备中。当前显示英语简介。

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中文简介正在准备中。当前显示英语简介。

  • Setting up models and authentication in PicoClaw
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中文简介正在准备中。当前显示英语简介。

  • Turning a repeated workflow into a reusable skill
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  • Organizing scripts, references, and templates
sipeed/picoclaw3万2026年10月16日 更新

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中文简介正在准备中。当前显示英语简介。

  • Operate an interactive Python console
  • Run multiple coding agents in parallel
  • Wait for prompts and inspect terminal output
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