Summarize All

智能总结工具 - 自动检测内容类型、智能选择长度、缓存、关键点提取。支持网页、PDF、图片、音频、YouTube。

Install

openclaw skills install summarize-all

Summarize All Pro

Advanced AI Smart Summarizer v3.0 — Multi-featured AI summarization tool

Features

Feature	Description
🧠 Auto Detection	Automatically detect content type (news/paper/product/code/recipe, etc., 9 types)
📏 Auto Length	Auto-select summary depth based on content length
📦 Smart Cache	24-hour cache, skip API for repeated requests
🔄 Quality Scoring	Auto-score, auto-rewrite low-quality summaries
🤖 Multi-Model	Multi-model comparison (GPT-4o vs GPT-4o-mini)
💬 Q&A Mode	Q&A mode: ask questions about content
⚖️ Compare Mode	Compare mode: compare multiple articles
🌍 Translation	Translation mode: 7 languages
🔗 Knowledge Graph	Knowledge graph: entity relationship diagrams
📋 Structured Report	Structured report: TOC + sections + key points
🌐 API Server	HTTP API server
📡 Webhooks	Push results to specified URL
🔔 Notifications	Desktop notifications
🏷️ Auto Tags	Automatic tag extraction
📑 PDF Merge	Merge and summarize multiple PDFs
🎓 Academic Mode	Academic paper analysis mode
🔎 Keyword Tracking	Keyword tracking alerts
🔍 History Search	Search through history
📚 Batch Mode	Batch processing
📝 Markdown Render	Color-formatted output

Requirements

Python 3
OpenAI-compatible API endpoint and key
Optional: pdftotext, summarize CLI, yt-dlp

Quick Start

# Configure API
summarize-all config set endpoint <endpoint>
summarize-all config set key <api_key>
summarize-all config set model <model>

# Interactive mode
summarize-all

# Basic use
summarize-all "https://example.com"

Supported Models

OpenAI:

GPT-4o
GPT-4o-mini
GPT-4 Turbo
GPT-3.5

Anthropic:

Claude (via proxy)

Google:

Gemini (via proxy)

OpenRouter:

Llama, Mistral, Phi-4, DeepSeek, etc.

Chinese Models:

Qwen
DeepSeek
Kimi
GLM
MiniMax
Yi

Supported Content

Type	Command
🌐 Web pages	`summarize-all "https://..."`
📄 PDFs	`summarize-all "/path/file.pdf"`
🖼️ Images	`summarize-all "/path/image.jpg"`
🎵 Audio	`summarize-all "/path/audio.mp3"`
🎬 YouTube	`summarize-all "https://youtube.com/..."`
📝 Plain text	`summarize-all "Text to summarize"`

Commands

Q&A Mode

summarize-all qa "https://article.com" "What is the main point?"

Compare Mode

summarize-all compare "https://source1.com" "https://source2.com"
summarize-all compare url1 url2 url3  # Multi-article comparison

Multi-Model Comparison

summarize-all multi "https://example.com"

Translation

summarize-all translate "https://article.com" zh
# Supports: zh, en, ja, ko, fr, de, es

Knowledge Graph

summarize-all graph "https://wiki.com/article"

Structured Report

summarize-all structured "https://long-doc.com"

Academic Mode

summarize-all academic paper.pdf

API Server

summarize-all server 8080

URL Monitoring

summarize-all monitor add "https://news.com" 60
summarize-all monitor list
summarize-all monitor remove "https://news.com"

Batch Mode

summarize-all batch urls.txt
cat urls.txt | summarize-all batch -

History Search

summarize-all search "keyword"
summarize-all history 20
summarize-all tags

Options

Option	Description
`-l, --length`	short/medium/long/xl/auto (default: auto)
`-L, --lang`	en/zh/ja/ko/fr/de/es/auto (default: auto)
`--no-cache`	Skip cache
`--think`	Show chain of thought reasoning
`-v, --verbose`	Verbose output
`-q, --quiet`	Minimal output

Content Types

Type	Focus
🎓 academic	Research: methodology, findings, conclusions
📰 news	5W1H, key quotes, impact
🛒 ecommerce	Features, price, pros/cons
💻 code	Functionality, usage, API
🍳 recipe	Ingredients, time, steps
🎬 video	Topics, insights, timestamps
📖 tutorial	Prerequisites, steps, tips
⭐ review	Verdict, pros/cons, rating

Length Options

Option	Output
short	Few sentences
medium	1-2 paragraphs
long	Detailed
xl	Very long
xxl	Complete
auto	Auto-select

Config

summarize-all config set endpoint "https://api.minimax.chat/v1"
summarize-all config set key "your-key"
summarize-all config set model "MiniMax-Text-01"
summarize-all config show
summarize-all config clear
summarize-all config reset

Files:

Config: ~/.config/summarize-all/config.json
History: ~/.config/summarize-all/history.json
Cache: ~/.config/summarize-all/cache.json
Tags: ~/.config/summarize-all/tags.json
Keywords: ~/.config/summarize-all/keywords.json

Interactive Mode

summarize-all

> https://example.com          # Summarize
> compare a.com b.com          # Compare
> qa url "question"            # Q&A
> search "keyword"             # Search
> tags                          # Tag cloud
> keywords add "AI" "Alert"    # Track
> server 8080                  # API server
> help                          # Full help
> quit                          # Exit

Privacy

⚠️ Content you summarize will be sent to your configured API endpoint.

You control:

Which API endpoint to use
Which API key to provide
Which model processes your data

Use trusted endpoints that comply with your privacy requirements.