📝 智能摘要助手 (Smart Summarizer)
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.
About this skill
The Smart Summarizer skill is designed to efficiently condense lengthy texts into concise, digestible summaries. It features an intelligent trigger system that activates automatically when messages contain keywords like '总结', '摘要', 'summarize', 'brief', or when plain text exceeds 100 characters, ensuring it's always ready to help cut through information overload. This versatile skill covers a wide range of scenarios, from distilling long emails into core action items and summarizing meeting minutes into key decisions and to-dos, to extracting main points from articles and identifying consensus or conflict in lengthy chat discussions. It adapts to both Chinese and English inputs, providing structured bullet-point outputs tailored to the original language. Users benefit from its ability to filter out noise, focus on essential content, and present information clearly and consistently. By automating the summarization process, it saves significant time and mental effort, allowing agents and users to quickly grasp the essence of any long document or conversation.
Best use case
The primary use case for the Smart Summarizer is to quickly and accurately extract critical information from any form of long-form text, be it emails, meeting transcripts, articles, or chat logs. It benefits professionals, students, and anyone dealing with high volumes of text who needs to efficiently grasp core ideas, make decisions, or prepare reports without manually sifting through extensive content.
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.
Users can expect a clear, concise, and structured summary of the input text, highlighting core information and actionable insights.
Practical example
Example input
总结一下今天的会议，主要讨论了产品发布计划、营销策略和团队资源分配。
Example output
**产品发布计划**： - 确定发布日期为下月15日。 - 需要完成最终测试和用户文档。 **营销策略**： - 决定优先线上推广，启动社交媒体活动。 - 预算初步分配给KOL合作和广告投放。 **团队资源分配**： - 开发团队需在下周内完成所有bug修复。 - 市场团队负责内容创作和渠道拓展。
When to use this skill
- When dealing with long emails or documents requiring quick understanding.
- To condense meeting discussions into actionable items and decisions.
- For extracting key insights from news articles, blogs, or research papers.
- When overloaded with chat discussions and needing a summary of main points.
When not to use this skill
- When the text is very short and doesn't require summarization.
- For creative writing or content generation where exact phrasing is critical.
- When a verbatim transcript or full detail retention is absolutely necessary.
- When the text contains highly sensitive or nuanced information that cannot risk simplification.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/smart-summarizer/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How 📝 智能摘要助手 (Smart Summarizer) Compares
| Feature / Agent | 📝 智能摘要助手 (Smart Summarizer) | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | easy | N/A |
Frequently Asked Questions
What does this skill do?
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.
How difficult is it to install?
The installation complexity is rated as easy. You can find the installation instructions above.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
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SKILL.md 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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