content-transformation

Compare original and translation side by side

🇺🇸

Original

English

🇨🇳

Translation

Chinese

Content Transformation

内容转换

Convert, summarize, and repurpose content across formats and platforms.

在不同格式与平台间转换、总结并重新创作内容。

Pattern Selection

模式选择

Intent	Pattern	When to Use
Standard summary	`summarize`	Balanced key points extraction
Micro summary	`summarize_micro`	Extremely concise (1-2 sentences)
5-level summary	`create_5_sentence_summary`	Progressive: 5 words → 5 sentences
Key points	`create_summary`	Bullet-point key takeaways
One-liner + bullets	`create_micro_summary`	One sentence + supporting points
To Markdown	`convert_to_markdown`	Any format → clean Markdown
HTML cleanup	`sanitize_broken_html_to_markdown`	Broken HTML → Markdown
To CSV	`export_data_as_csv`	Structured data → CSV
To Tweet	`tweet`	Content → tweet-length
To Flashcards	`to_flashcards`	Content → Q&A flashcards
Create flashcards	`create_flash_cards`	Generate study flashcards
Callout blocks	`md_callout`	Create Markdown callouts
Video summary	`youtube_summary`	YouTube → key points + timestamps
Video chapters	`create_video_chapters`	Video → timestamped chapters
Latest video	`extract_latest_video`	Get latest video info
Video ID	`extract_videoid`	Extract video IDs from URLs

意图	模式	适用场景
标准摘要	`summarize`	提取均衡的核心要点
极简摘要	`summarize_micro`	极度简洁（1-2句话）
五级递进摘要	`create_5_sentence_summary`	递进式：5个词 → 5句话
核心要点列表	`create_summary`	项目符号式关键要点
一句话+要点列表	`create_micro_summary`	一句话概述+支撑要点
转换为Markdown	`convert_to_markdown`	任意格式 → 整洁的Markdown
HTML清理转换	`sanitize_broken_html_to_markdown`	损坏的HTML → Markdown
导出为CSV	`export_data_as_csv`	结构化数据 → CSV
转换为推文	`tweet`	内容 → 推文长度文本
转换为抽认卡	`to_flashcards`	内容 → 问答式抽认卡
生成抽认卡	`create_flash_cards`	生成学习用抽认卡
提示框块	`md_callout`	创建Markdown提示框
视频摘要	`youtube_summary`	YouTube视频 → 核心要点+时间戳
视频章节划分	`create_video_chapters`	视频 → 带时间戳的章节
获取最新视频	`extract_latest_video`	获取最新视频信息
提取视频ID	`extract_videoid`	从URL中提取视频ID

Decision Flow

决策流程

User request
    │
    ├─ Summarization ─┬─ "one sentence/TL;DR" ──→ summarize_micro
    │                 ├─ "5-level/progressive" ──→ create_5_sentence_summary
    │                 ├─ "key points/bullets" ──→ create_summary
    │                 └─ general ──→ summarize
    │
    ├─ Format conversion ─┬─ "markdown" ──→ convert_to_markdown
    │                     ├─ "CSV/spreadsheet" ──→ export_data_as_csv
    │                     ├─ "tweet" ──→ tweet
    │                     └─ "flashcards" ──→ to_flashcards
    │
    └─ Video content ─┬─ "summarize video" ──→ youtube_summary
                      └─ "chapters/timestamps" ──→ create_video_chapters

User request
    │
    ├─ Summarization ─┬─ "one sentence/TL;DR" ──→ summarize_micro
    │                 ├─ "5-level/progressive" ──→ create_5_sentence_summary
    │                 ├─ "key points/bullets" ──→ create_summary
    │                 └─ general ──→ summarize
    │
    ├─ Format conversion ─┬─ "markdown" ──→ convert_to_markdown
    │                     ├─ "CSV/spreadsheet" ──→ export_data_as_csv
    │                     ├─ "tweet" ──→ tweet
    │                     └─ "flashcards" ──→ to_flashcards
    │
    └─ Video content ─┬─ "summarize video" ──→ youtube_summary
                      └─ "chapters/timestamps" ──→ create_video_chapters

Pattern References

模式参考

See

references/

for full patterns:

summarize.md
summarize_micro.md
create_5_sentence_summary.md
convert_to_markdown.md
tweet.md
to_flashcards.md
youtube_summary.md

完整模式请查看

references/

summarize.md
summarize_micro.md
create_5_sentence_summary.md
convert_to_markdown.md
tweet.md
to_flashcards.md
youtube_summary.md

Output Guidelines

输出规范

Preserve essential meaning in all transformations
Match output format conventions exactly (valid Markdown, proper CSV escaping)
For summaries: scale detail to requested length
For social: respect platform character limits
For study materials: focus on testable concepts

在所有转换操作中保留核心含义
严格匹配目标格式的规范（有效的Markdown、正确的CSV转义）
摘要类操作：根据需求调整细节粒度
社交平台适配：遵守平台字符限制
学习材料生成：聚焦可测试的核心概念