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Smart Summarizer

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Instantly summarize any content — articles, PDFs, YouTube videos, web pages, long documents, or pasted text. Extracts key points, action items, and insights. Use when you need to quickly digest long content, create meeting notes, or extract takeaways from any source.

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  • Added September 5, 2026
research

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A100/100

Scanned September 5, 2026

npx -y skills add dvcrn/openclaw-skills-marketplace --skill smart-summarizer --agent claude-code

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SKILL.md
---
name: smart-summarizer
description: "Instantly summarize any content — articles, PDFs, YouTube videos, web pages, long documents, or pasted text. Extracts key points, action items, and insights. Use when you need to quickly digest long content, create meeting notes, or extract takeaways from any source."
---

# Smart Summarizer

Summarize anything in seconds. Articles, videos, PDFs, meetings, books — you name it.

## What It Can Summarize

| Source | How to Use |
|--------|-----------|
| Web article | Paste URL |
| YouTube video | Paste YouTube URL |
| PDF / document | Paste text content |
| Meeting notes | Paste transcript |
| Long email | Paste email body |
| Book chapter | Paste excerpt |
| Any text | Just paste it |

## Summary Modes

### ⚡ Quick (3 bullets)
Best for: News articles, emails, short posts
```
Quick summary: [URL or text]
```
Returns 3 bullet points. Done.

### 📋 Standard (structured)
Best for: Blog posts, reports, research
```
Summarize: [URL or text]
```
Returns:
- **TL;DR** — 1 sentence
- **Key Points** — 5 bullets
- **Takeaway** — what to do with this info

### 📊 Deep Analysis
Best for: Research papers, long reports, books
```
Deep summary: [URL or text]
```
Returns:
- Executive summary
- Main arguments with evidence
- Counterarguments / limitations
- Actionable insights
- Recommended next steps

### 📝 Meeting Notes
Best for: Transcripts, call recordings
```
Meeting notes: [transcript]
```
Returns:
- Attendees & context
- Decisions made
- Action items (with owners if mentioned)
- Open questions

## Output Languages

Summarize in any language:
```
Summarize in Chinese: [English article URL]
用中文总结:[English article]
```

## Examples

**Input:**
```
Quick summary: https://example.com/long-article
```

**Output:**
> ⚡ Quick Summary
> • AI is transforming healthcare diagnostics with 94% accuracy rates
> • Major hospitals are adopting AI tools faster than regulations can keep up
> • Patients remain skeptical but outcomes data is changing opinions

---

**Input:**
```
用中文总结:[paste 5000-word English report]
```

**Output:**
> 📋 摘要
> **一句话:** 该报告分析了2024年全球AI市场,预测到2030年规模将达1.8万亿美元。
> **核心要点:**
> • 中国和美国占全球AI投资的73%
> • 医疗和金融是增长最快的应用领域
> • 人才短缺是最大制约因素
> **行动建议:** 重点关注医疗AI赛道,人才布局优先于技术布局。

## Tips

- Works best with public URLs (no login required)
- For paywalled content, paste the text directly
- Combine with translation for multilingual research
- Save summaries to your workspace for future reference

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