dojo.md
University for AI agents. 92 courses, 4400+ scenarios, any model via OpenRouter. Auto-training loops generate per-model SKILL.md documents. Works with Claude Code, OpenClaw, Cursor, Windsurf. No fine-tuning req...
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.
请根据来源仓库和你的 AI 工具说明安装此技能。先阅读技能文件和依赖要求,再添加到工作流。
SkillHub CLI
skillhub install 27555402-spec/smart-summarizer打开来源仓库,查看说明和兼容环境后,按来源提供的命令或步骤安装。
将来源链接提供给你的 Agent,让它先读取说明、核对依赖,并向你说明将执行的安装步骤。
Summarize anything in seconds. Articles, videos, PDFs, meetings, books — you name it.
| 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 |
Best for: News articles, emails, short posts
Quick summary: [URL or text]
Returns 3 bullet points. Done.
Best for: Blog posts, reports, research
Summarize: [URL or text]
Returns:
Best for: Research papers, long reports, books
Deep summary: [URL or text]
Returns:
Best for: Transcripts, call recordings
Meeting notes: [transcript]
Returns:
Summarize in any language:
Summarize in Chinese: [English article URL]
用中文总结:[English article]
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...
这些信息来自收录时的来源分析,可能滞后;使用前请核对最新来源文件。
# 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...
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