content-repurposing

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Content Repurposing

内容复用

Turn one piece of content into many formats via inference.sh CLI.
通过inference.sh CLI将单一内容转化为多种格式。

Quick Start

快速开始

bash
curl -fsSL https://cli.inference.sh | sh && infsh login
bash
curl -fsSL https://cli.inference.sh | sh && infsh login

Generate a quote card from a blog pull-quote

从博客引语生成语录卡片

infsh app run falai/flux-dev-lora --input '{ "prompt": "minimal quote card design, dark navy background, large white quotation marks, clean sans-serif typography space, modern professional design, social media post format", "width": 1024, "height": 1024 }'
undefined
infsh app run falai/flux-dev-lora --input '{ "prompt": "minimal quote card design, dark navy background, large white quotation marks, clean sans-serif typography space, modern professional design, social media post format", "width": 1024, "height": 1024 }'
undefined

The Content Pyramid

内容金字塔

One source piece can generate 10+ derivative assets:
            ┌──────────┐
            │ LONG-FORM │  Blog post, podcast, video, whitepaper
            │  SOURCE   │
            └─────┬─────┘
        ┌─────────┼─────────┐
        ▼         ▼         ▼
   ┌─────────┐ ┌──────┐ ┌──────────┐
   │ MEDIUM  │ │MEDIUM│ │  MEDIUM  │  Newsletter, LinkedIn, email
   │ FORMAT  │ │FORMAT│ │  FORMAT  │
   └────┬────┘ └──┬───┘ └────┬─────┘
        │         │          │
   ┌────┼────┐    │     ┌────┼────┐
   ▼    ▼    ▼    ▼     ▼    ▼    ▼
 ┌───┐┌───┐┌───┐┌───┐┌───┐┌───┐┌───┐  Tweets, quotes, audiograms,
 │   ││   ││   ││   ││   ││   ││   │  short clips, infographic tiles
 └───┘└───┘└───┘└───┘└───┘└───┘└───┘
单一源内容可生成10余种衍生资产:
            ┌──────────┐
            │ LONG-FORM │  博客文章、播客、视频、白皮书
            │  SOURCE   │
            └─────┬─────┘
        ┌─────────┼─────────┐
        ▼         ▼         ▼
   ┌─────────┐ ┌──────┐ ┌──────────┐
   │ MEDIUM  │ │MEDIUM│ │  MEDIUM  │  新闻通讯、LinkedIn内容、邮件
   │ FORMAT  │ │FORMAT│ │  FORMAT  │
   └────┬────┘ └──┬───┘ └────┬─────┘
        │         │          │
   ┌────┼────┐    │     ┌────┼────┐
   ▼    ▼    ▼    ▼     ▼    ▼    ▼
 ┌───┐┌───┐┌───┐┌───┐┌───┐┌───┐┌───┐  推文、语录、音频波形图、
 │   ││   ││   ││   ││   ││   ││   │  短视频、信息图模块
 └───┘└───┘└───┘└───┘└───┘└───┘└───┘

Conversion Recipes

转化方案

Blog Post -> Twitter/X Thread

博客文章→Twitter/X推文串

Extract 5-8 key insights. One per tweet. Add hook.
ElementRule
Hook tweetListicle, contrarian, or promise format
Body tweetsOne insight per tweet, 280 chars max
Visual breaksAdd image every 3-4 tweets
Final tweetCTA + "RT the first tweet if useful"
Adaptation:
  • Remove nuance and caveats (threads are punchy)
  • Add numbers and specifics (threads need skimmability)
  • Cut academic language (threads are conversational)
bash
undefined
提取5-8个核心观点,每条推文一个观点,添加钩子。
元素规则
钩子推文清单式、反向式或承诺式格式
正文推文每条推文一个观点,最多280字符
视觉间隔每3-4条推文添加一张图片
结尾推文行动号召 + "如果有用请转发第一条推文"
适配要点:
  • 删除细节和附加说明(推文串要简洁有力)
  • 添加数字和具体信息(推文串需易于浏览)
  • 去掉学术性语言(推文串风格要口语化)
bash
undefined

Generate a visual for the thread

为推文串生成视觉素材

infsh app run falai/flux-dev-lora --input '{ "prompt": "clean infographic tile, single statistic 60% highlighted in large bold text, minimal dark background, data visualization style, professional", "width": 1024, "height": 1024 }'
infsh app run falai/flux-dev-lora --input '{ "prompt": "clean infographic tile, single statistic 60% highlighted in large bold text, minimal dark background, data visualization style, professional", "width": 1024, "height": 1024 }'

Post the thread

发布推文串

infsh app run x/post-create --input '{ "text": "I analyzed 500 landing pages.\n\nHere are 7 patterns the top converters all share:\n\n🧵 Thread:" }'
undefined
infsh app run x/post-create --input '{ "text": "I analyzed 500 landing pages.\n\nHere are 7 patterns the top converters all share:\n\n🧵 Thread:" }'
undefined

Blog Post -> LinkedIn Carousel

博客文章→LinkedIn轮播图

1 slide per section. 8-12 slides total.
SlideContent
1 (Hook)Bold claim or question from headline
2-9 (Content)One key point per slide, large text, supporting visual
10 (Summary)Recap the key takeaways
11 (CTA)"Follow for more" / "Save this" / "Comment your thoughts"
Specs: 1080x1080 (square) or 1080x1350 (4:5 for more space)
bash
undefined
每个部分对应一张幻灯片,共8-12张。
幻灯片内容
1(钩子)标题中的大胆断言或问题
2-9(内容)每张幻灯片一个核心要点,大字体,搭配辅助视觉素材
10(总结)回顾核心要点
11(行动号召)"关注获取更多内容" / "保存此内容" / "分享你的想法"
规格: 1080x1080(方形)或1080x1350(4:5比例,空间更大)
bash
undefined

Generate carousel slides

生成轮播图幻灯片

for i in {1..10}; do infsh app run falai/flux-dev-lora --input "{ "prompt": "clean minimal presentation slide, dark gradient background, large text area, professional business design, slide $i of 10, consistent style", "width": 1024, "height": 1024 }" --no-wait done
undefined
for i in {1..10}; do infsh app run falai/flux-dev-lora --input "{ "prompt": "clean minimal presentation slide, dark gradient background, large text area, professional business design, slide $i of 10, consistent style", "width": 1024, "height": 1024 }" --no-wait done
undefined

Blog Post -> Newsletter Section

博客文章→新闻通讯板块

3-line summary + "why it matters" + link.
undefined
3行摘要 + "重要性说明" + 链接。
undefined

This Week's Feature: [Title]

本周精选:[标题]

[1-2 sentence summary of the key insight]
Why it matters: [1 sentence connecting to reader's work/life]
Read the full post
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[1-2句核心观点摘要]
重要性说明: [1句关联读者工作/生活的内容]
阅读全文
undefined

Blog Post -> Short-Form Video Script

博客文章→短视频脚本

Problem + key insight + CTA. Under 60 seconds.
SectionDurationContent
Hook3s"Most people get [topic] wrong."
Problem10sState the common mistake
Insight25sYour key finding/advice
Proof10sOne stat or example
CTA5s"Follow for more" / "Link in bio"
bash
undefined
问题 + 核心观点 + 行动号召,时长60秒以内。
板块时长内容
钩子3秒"大多数人在[主题]上都做错了。"
问题10秒指出常见错误
观点25秒你的核心发现/建议
佐证10秒一个数据或案例
行动号召5秒"关注获取更多" / "链接在简介中"
bash
undefined

Generate voiceover

生成旁白

infsh app run falai/dia-tts --input '{ "prompt": "[S1] Most landing pages make this mistake. They put the features above the fold instead of the outcome. Top converting pages show what life looks like AFTER using the product. Try it and watch your conversion rate climb." }'
infsh app run falai/dia-tts --input '{ "prompt": "[S1] Most landing pages make this mistake. They put the features above the fold instead of the outcome. Top converting pages show what life looks like AFTER using the product. Try it and watch your conversion rate climb." }'

Generate video

生成视频

infsh app run google/veo-3-1-fast --input '{ "prompt": "Screen recording style, scrolling through a well-designed landing page, clean modern UI, smooth scroll, professional website" }'
undefined
infsh app run google/veo-3-1-fast --input '{ "prompt": "Screen recording style, scrolling through a well-designed landing page, clean modern UI, smooth scroll, professional website" }'
undefined

Blog Post -> Audiogram

博客文章→音频波形图

Pull best quote. Generate audio. Add waveform visual.
bash
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提取最佳语录,生成音频,添加波形视觉效果。
bash
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Generate audio of the key quote

生成核心语录的音频

infsh app run falai/dia-tts --input '{ "prompt": "[S1] The number one mistake I see on landing pages... is putting features above the fold. The best pages show the outcome. Not what your product does, but what life looks like after." }'
undefined
infsh app run falai/dia-tts --input '{ "prompt": "[S1] The number one mistake I see on landing pages... is putting features above the fold. The best pages show the outcome. Not what your product does, but what life looks like after." }'
undefined

Podcast Episode -> Blog Post

播客 episode→博客文章

bash
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bash
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1. Transcribe the episode

1. 转录播客内容

infsh app run <stt-app> --input '{ "audio": "episode-42.mp3" }'
infsh app run <stt-app> --input '{ "audio": "episode-42.mp3" }'

2. Edit transcript into blog format:

2. 将转录稿编辑为博客格式:

- Remove filler words (um, uh, like, you know)

- 删除填充词(um, uh, like, you know)

- Add headers at topic changes

- 话题切换处添加标题

- Break into paragraphs

- 拆分为段落

- Add intro and conclusion

- 添加引言和结论

- Add links mentioned in the episode

- 添加播客中提到的链接

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Podcast Episode -> Quote Cards

播客 episode→语录卡片

3-5 best quotes with speaker attribution.
bash
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3-5条最佳语录,标注发言人。
bash
undefined

Generate quote card backgrounds

生成语录卡片背景

infsh app run falai/flux-dev-lora --input '{ "prompt": "minimal quote card background, subtle gradient from dark blue to black, large quotation mark watermark, clean modern design, social media square format", "width": 1080, "height": 1080 }'
undefined
infsh app run falai/flux-dev-lora --input '{ "prompt": "minimal quote card background, subtle gradient from dark blue to black, large quotation mark watermark, clean modern design, social media square format", "width": 1080, "height": 1080 }'
undefined

Video -> GIF

视频→GIF

Key moment, 3-5 seconds, under 5MB.
Best moments for GIFs:
  • Reaction shots
  • Before/after reveals
  • Key demonstration steps
  • Funny or surprising moments
关键片段,3-5秒,文件大小低于5MB。
适合制作GIF的片段:
  • 反应镜头
  • 前后对比展示
  • 关键演示步骤
  • 有趣或意外的瞬间

Long Video -> Short Clips

长视频→短视频片段

bash
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bash
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Extract the best 15-60 second segments for Reels/TikTok/Shorts

提取15-60秒的最佳片段用于Reels/TikTok/Shorts

Focus on self-contained moments that make sense without context:

聚焦无需上下文也能理解的独立片段:

- A single tip or insight

- 单个技巧或观点

- A surprising stat reveal

- 令人惊讶的数据披露

- A demonstration of one feature

- 单一功能演示

- A strong opinion or hot take

- 强烈的观点或热门话题

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The Golden Rule

黄金法则

Never copy-paste across formats. Each platform has different:
PlatformAttention SpanToneFormat
Blog5-10 minThorough, detailedLong paragraphs OK
Twitter/X5-30 sec per tweetPunchy, declarative280 chars, fragmented
LinkedIn1-3 minProfessional, insightfulShort paragraphs, line breaks
Newsletter5-7 minCurated, personalSections with headers
TikTok/Reels15-60 secEnergetic, directHook in 1 second
Podcast20-60 minConversational, deepStories and tangents OK
切勿跨平台直接复制粘贴。 每个平台都有不同的特性:
平台注意力时长语气格式
博客5-10分钟全面、详细可使用长段落
Twitter/X每条推文5-30秒简洁有力、陈述性280字符,碎片化
LinkedIn1-3分钟专业、有洞察力短段落,换行分隔
新闻通讯5-7分钟精选、个性化带标题的板块
TikTok/Reels15-60秒充满活力、直接1秒内抓住注意力
播客20-60分钟口语化、深入可包含故事和题外话

Content Repurposing Checklist

内容复用检查清单

For each piece of long-form content, create:
  • Twitter/X thread (5-8 tweets)
  • LinkedIn post or carousel
  • Newsletter section (3-line summary)
  • 2-3 quote cards for social
  • Short-form video script (30-60s)
  • Email snippet for nurture sequence
  • Slide for internal presentation
针对每篇长内容,创建以下衍生内容:
  • Twitter/X推文串(5-8条推文)
  • LinkedIn帖子或轮播图
  • 新闻通讯板块(3行摘要)
  • 2-3张社交媒体语录卡片
  • 短视频脚本(30-60秒)
  • 培育序列邮件片段
  • 内部演示幻灯片

Common Mistakes

常见错误

MistakeProblemFix
Copy-pasting between platformsFeels lazy, wrong formatRewrite for each platform's style
Repurposing weak contentAmplifies mediocrityOnly repurpose your best pieces
Same day posting everywhereAudience overlap sees duplicatesStagger across days/weeks
Losing the core messageDerivative misses the pointIdentify the ONE key insight first
No visual adaptationText-only on visual platformsCreate platform-specific graphics
Forgetting attributionPlagiarizes yourselfLink back to the original
错误问题解决方法
跨平台直接复制粘贴显得敷衍,格式不符针对每个平台的风格重写
复用质量不佳的内容放大平庸内容仅复用你的优质内容
所有平台同步发布重叠受众会看到重复内容跨天/跨周错开发布时间
丢失核心信息衍生内容偏离主题先明确唯一核心观点
未适配视觉内容视觉平台仅发布文字创建平台专属图形素材
忘记标注来源自我抄袭链接回原始内容

Related Skills

相关技能

bash
npx skills add inference-sh/skills@ai-social-media-content
npx skills add inference-sh/skills@ai-image-generation
npx skills add inference-sh/skills@text-to-speech
npx skills add inference-sh/skills@twitter-automation
Browse all apps:
infsh app list
bash
npx skills add inference-sh/skills@ai-social-media-content
npx skills add inference-sh/skills@ai-image-generation
npx skills add inference-sh/skills@text-to-speech
npx skills add inference-sh/skills@twitter-automation
浏览所有应用:
infsh app list