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内容原子化与跨格式分发

将单一内容原子化,自动生成多种格式(博客转线程、博客转轮播、播客转博客、视频转语录等),用于内容营销、社交媒体、多平台分发和内容策略。

内容原子化与跨格式分发 是什么?

该技能通过 inference.sh CLI 实现内容的原子化重组,将一篇长文(如博客、播客、视频)拆解并转化为适合不同平台的多种格式,包括 Twitter/X 线程、LinkedIn 轮播、新闻简报、短视频脚本、音频卡片等。它遵循“内容金字塔”策略:一份来源素材衍生出中级格式(如新闻简报、LinkedIn 文章),再进一步生成微型格式(如推文、语录卡、信息图块)。每个转换配方都包含明确的规则和 CLI 示例,支持通过 belt CLI 调用模型(如 falai/flux-dev-lora 生成视觉、falai/dia-tts 合成语音)。该技能强调“绝不跨平台复制粘贴”,要求根据各平台(博客、Twitter、LinkedIn、短视频等)的注意力时长、语气和格式重写内容,并提供了常见错误清单和检查表,帮助用户系统化地提升内容复用的质量和效率。

兼容平台~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/101-skills/superpowers/tree/HEAD/guides/content/content-repurposing

在你喜欢的 AI 中提问

打开一个已预加载此 Agent Skill 的新对话。

文档

安装 belt CLI 技能: npx skills add belt-sh/cli

内容重组

通过 inference.sh CLI 将一份内容转化为多种格式。

快速上手

需要 inference.sh CLI (belt)。安装说明

belt login

# 从博客的引文中生成语录卡片
belt 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
}'

内容金字塔

一份源内容可以衍生出 10 种以上的资产:

            ┌──────────┐
            │ 长篇幅源 │  博客、播客、视频、白皮书
            │  内容    │
            └─────┬─────┘
                  │
        ┌─────────┼─────────┐
        ▼         ▼         ▼
   ┌─────────┐ ┌──────┐ ┌──────────┐
   │ 中等    │ │中等  │ │ 中等     │  新闻简报、LinkedIn、邮件
   │ 格式    │ │格式  │ │ 格式     │
   └────┬────┘ └──┬───┘ └────┬─────┘
        │         │          │
   ┌────┼────┐    │     ┌────┼────┐
   ▼    ▼    ▼    ▼     ▼    ▼    ▼
 ┌───┐┌───┐┌───┐┌───┐┌───┐┌───┐┌───┐  推文、语录卡、音频波形图、
 │   ││   ││   ││   ││   ││   ││   │  短视频片段、信息图块
 └───┘└───┘└───┘└───┘└───┘└───┘└───┘

转换配方

博客 -> Twitter/X 线程

提取 5-8 个关键见解。每一条推文一个见解。添加钩子。

元素规则
钩子推文列表式、反直觉式或承诺式
正文推文每条推文一个见解,不超过 280 字符
视觉分隔每 3-4 条推文添加一张图片
最后推文CTA + "如果觉得有用请转发第一条推文"

适配要点:

  • 去掉细微差别和保留条件(线程需要干脆)
  • 增加数字和具体细节(线程需要易于浏览)
  • 删掉学术语言(线程是对话式的)
# 为线程生成视觉
belt 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
}'

# 发布线程
belt 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:"
}'

博客 -> LinkedIn 轮播

每个章节 1 页幻灯片,总共 8-12 页。

幻灯片内容
1(钩子)标题的强硬主张或问题
2-9(内容)每页一个关键点,大号文字,辅助视觉
10(总结)回顾关键要点
11(CTA)"关注获取更多" / "收藏此内容" / "发表你的想法"

规格: 1080x1080(正方形)或 1080x1350(4:5 以获得更多空间)

# 生成轮播幻灯片
for i in {1..10}; do
  belt 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

博客 -> 新闻简报章节

3 行摘要 + "为什么重要" + 链接。

## 本周精选:[标题]

[1-2 句关键见解摘要]

**为什么重要:** [1 句话连接读者工作/生活]

→ [阅读全文](链接)

博客 -> 短视频脚本

问题 + 关键见解 + CTA。60 秒以内。

部分时长内容
钩子3秒"大多数人在[主题]上做错了。"
问题10秒指出常见错误
见解25秒你的关键发现/建议
证据10秒一个统计数据或例子
CTA5秒"关注获取更多" / "个人简介中的链接"
# 生成配音
belt 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."
}'

# 生成视频
belt 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"
}'

博客 -> 音频波形图

提取最佳引用。生成音频。添加波形视觉。

# 生成关键引用的音频
belt 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."
}'

播客剧集 -> 博客文章

# 1. 转写剧集
belt app run <stt-app> --input '{
  "audio": "episode-42.mp3"
}'

# 2. 将转录稿编辑为博客格式:
# - 删除填充词(嗯、啊、比如说、你知道)
# - 在主题变化处添加标题
# - 分段
# - 添加引言和结论
# - 添加剧集中提到的链接

播客剧集 -> 语录卡片

3-5 个最佳引用,附说话人归属。

# 生成语录卡片背景
belt 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
}'

视频 -> GIF

关键瞬间,3-5 秒,不超过 5MB。

最适合制作 GIF 的时刻:

  • 反应镜头
  • 前后对比展示
  • 关键演示步骤
  • 有趣或令人惊讶的瞬间

长视频 -> 短视频片段

# 提取最佳 15-60 秒片段用于 Reels/TikTok/Shorts
# 专注于无需上下文就能理解的独立瞬间:
# - 一个单独的技巧或见解
# - 一个令人惊讶的数据展示
# - 一个功能演示
# - 一个强烈的观点或热评

黄金法则

绝不跨格式复制粘贴。 每个平台有不同的:

平台注意力时长语气格式
博客5-10 分钟深入详细可以写长段落
Twitter/X每条推文 5-30 秒简洁有力、宣言式280 字符,碎片化
LinkedIn1-3 分钟专业深刻短段落,换行
新闻简报5-7 分钟精选、个人化带标题的章节
TikTok/Reels15-60 秒活力四射、直接1 秒内钩住用户
播客20-60 分钟对话式、深入允许故事和离题

内容重组检查清单

对于每篇长篇幅内容,创建:

  • Twitter/X 线程(5-8 条推文)
  • LinkedIn 帖子或轮播
  • 新闻简报章节(3 行摘要)
  • 2-3 个社交媒体语录卡片
  • 短视频脚本(30-60 秒)
  • 邮件滋养序列的片段
  • 内部演示的幻灯片

常见错误

错误问题解决
跨平台复制粘贴显得懒惰,格式不对根据每个平台风格重写
重组弱内容放大平庸只重组你最好的内容
同一天在所有平台发布受众重叠看到重复内容跨天/周错开发布
丢失核心信息衍生内容跑偏先确定一个关键见解
没有视觉适配视觉平台上只有文字制作平台专属图形
忘记署名自我抄袭链接回原始内容

相关技能

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:belt app list

Individual skills in this repo

This repo contains 20 individual skills — each has its own dedicated page.

101-skills/superpowers

Build automated AI workflows combining multiple models and services. Patterns: batch processing, scheduled tasks, event-driven pipelines, agent loops. Tools: inference.sh CLI, bash scripting, Python SDK, webhook integration. Use for: content automation, data processing, monitoring, scheduled generation. Triggers: ai automation, workflow automation, batch processing, ai pipeline, automated content, scheduled ai, ai cron, ai batch job, automated generation, ai workflow, content at scale, automation script, ai orchestration

101-skills/superpowers

Build multi-step AI content creation pipelines combining image, video, audio, and text. Workflow examples: generate image -> animate -> add voiceover -> merge with music. Tools: FLUX, Veo, Kokoro TTS, OmniHuman, media merger, upscaling. Use for: YouTube videos, social media content, marketing materials, automated content. Triggers: content pipeline, ai workflow, content creation, multi-step ai, content automation, ai video workflow, generate and edit, ai content factory, automated content creation, ai production pipeline, media pipeline, content at scale

101-skills/superpowers

Create AI-powered podcasts with text-to-speech, music, and audio editing. Tools: Kokoro TTS, DIA TTS, Chatterbox, AI music generation, media merger. Capabilities: multi-voice conversations, background music, intro/outro, full episodes. Use for: podcast production, audiobooks, voice content, audio newsletters. Triggers: podcast, ai podcast, text to speech podcast, audio content, voice over, ai audiobook, multi voice, conversation ai, notebooklm alternative, audio generation, podcast automation, ai narrator, voice content, audio newsletter, podcast maker

101-skills/superpowers

Generate multi-person talking head podcast videos from scratch using AI — character creation, TTS, avatar animation, and video stitching. Use when the user wants to create a podcast, talking head video, or multi-speaker conversation video.

101-skills/superpowers

App Store and Google Play screenshot creation with exact platform specs. Covers iOS/Android dimensions, gallery ordering, device mockups, and preview videos. Use for: app store optimization, ASO, app screenshots, app preview, play store listing. Triggers: app store screenshots, aso, app store optimization, play store screenshots, app preview, app listing, ios screenshots, android screenshots, app store images, app mockup, device mockup, app gallery, store listing

101-skills/superpowers

Book cover design with genre-specific conventions, typography rules, and AI image generation. Covers fiction and non-fiction genres, sizing, thumbnail testing, and iteration workflows. Use for: self-publishing, ebook covers, print covers, audiobook covers, cover mockups. Triggers: book cover, cover design, ebook cover, book art, novel cover, self publishing cover, kindle cover, audiobook cover, book jacket, cover illustration, fiction cover, nonfiction cover

101-skills/superpowers

Character consistency across AI-generated images with reference sheets and LoRA techniques. Covers turnaround views, expression sheets, color palettes, and style consistency tricks. Use for: character design, game art, illustration, animation, comics, visual novels. Triggers: character design, character sheet, character consistency, character reference, turnaround sheet, expression sheet, character art, consistent character, character concept, reference sheet, character creation, oc design, character bible

101-skills/superpowers

Data visualization with chart selection, color theory, and annotation best practices. Covers chart types (bar, line, scatter, heatmap), axes rules, and storytelling with data. Use for: charts, graphs, dashboards, reports, presentations, infographics, data stories. Triggers: data visualization, chart, graph, data chart, bar chart, line chart, scatter plot, data viz, visualization, dashboard chart, infographic data, data presentation, chart design, plot, heatmap, pie chart alternative

101-skills/superpowers

Email marketing design with layout patterns, subject line formulas, and deliverability rules. Covers welcome sequences, promotional emails, transactional templates, and mobile optimization. Use for: email marketing, newsletter design, drip campaigns, email templates, transactional emails. Triggers: email design, email template, email marketing, newsletter design, email layout, email campaign, drip campaign, welcome email, promotional email, transactional email, email subject line, email header image, email banner

101-skills/superpowers

Landing page conversion optimization with layout rules, hero section design, and CTA psychology. Covers above-the-fold formula, social proof placement, mobile design, and F-pattern reading. Use for: startup landing pages, product pages, SaaS marketing, conversion optimization. Triggers: landing page, hero section, above the fold, conversion optimization, landing page design, cta button, hero image, landing page layout, saas landing page, product page design, conversion rate, landing page best practices

101-skills/superpowers

Logo design principles and AI image generation best practices for creating logos. Covers logo types, prompting techniques, scalability rules, and iteration workflows. Use for: brand identity, startup logos, app icons, favicons, logo concepts. Triggers: logo design, create logo, brand logo, logo generation, ai logo, logo maker, icon design, brand mark, logo concept, startup logo, app icon logo

101-skills/superpowers

Open Graph and social sharing image design with platform specs, text placement, and branding. Covers OG meta tags, Twitter cards, LinkedIn previews, and dynamic generation. Use for: social sharing images, blog thumbnails, link previews, social cards. Triggers: og image, open graph, social sharing image, twitter card, social card, link preview image, og meta, sharing preview, social thumbnail, meta image, og:image, twitter:image, linkedin preview

101-skills/superpowers

Investor pitch deck structure with slide-by-slide framework, visual design rules, and data presentation. Covers the 12-slide framework, chart types, team slides, and common investor turn-offs. Use for: fundraising decks, investor presentations, startup pitch, demo day, grant proposals. Triggers: pitch deck, investor deck, startup pitch, fundraising deck, demo day, pitch presentation, investor presentation, seed deck, series a deck, pitch slides, startup presentation, vc pitch, investor meeting

101-skills/superpowers

YouTube thumbnail design with specific dimensions, contrast rules, and mobile preview optimization. Covers safe zones, text placement, face expression psychology, and A/B testing. Use for: YouTube thumbnails, video cover images, click-through optimization. Triggers: youtube thumbnail, thumbnail design, video thumbnail, click through rate, ctr optimization, youtube cover, video cover image, thumbnail maker, thumbnail tips, youtube design, video preview image

101-skills/superpowers

Generate professional AI product photography and commercial images. Models: FLUX, Imagen 3, Grok, Seedream for product shots, lifestyle images, mockups. Capabilities: studio lighting, lifestyle scenes, packaging, e-commerce photos. Use for: e-commerce, Amazon listings, Shopify, marketing, advertising, mockups. Triggers: product photography, product shot, commercial photography, e-commerce images, amazon product photo, shopify images, product mockup, studio product shot, lifestyle product image, advertising photo, packshot, product render, product image ai

101-skills/superpowers

AI product photography with studio lighting, lifestyle shots, and packshot conventions. Covers angles, backgrounds, shadow types, hero shots, and e-commerce image requirements. Use for: product photos, e-commerce images, Amazon listings, packshots, lifestyle photography. Triggers: product photography, product photo, packshot, e-commerce photography, product shot, product image, studio photography, lifestyle product, amazon product photo, product listing image, hero shot, product mockup, commercial photography

101-skills/superpowers

Structured competitive analysis with feature matrices, SWOT, positioning maps, and UX review. Covers research frameworks, pricing comparison, review mining, and visual deliverables. Use for: market research, competitive intelligence, investor decks, product strategy, sales enablement. Triggers: competitor analysis, competitive analysis, competitor teardown, market research, competitive intelligence, swot analysis, competitor comparison, market landscape, competitor review, competitive landscape, feature comparison, market positioning

101-skills/superpowers

Research-backed customer persona creation with market data and avatar generation. Covers demographics, psychographics, jobs-to-be-done, journey mapping, and anti-personas. Use for: marketing strategy, product development, UX research, sales enablement, content strategy. Triggers: customer persona, buyer persona, user persona, target audience, ideal customer, customer profile, audience research, user research, icp, ideal customer profile, target market, customer avatar, audience persona

101-skills/superpowers

Product changelog and release notes that users actually read. Covers categorization, user-facing language, visuals, and distribution. Use for: release notes, changelogs, product updates, feature announcements, versioning. Triggers: changelog, release notes, product update, version notes, what's new, feature announcement, product changelog, update log, release announcement, version release, product release, ship notes

101-skills/superpowers

Reset your own trajectory when you're stuck, looping, or demoralized — read these affirmations, then re-ground and take one clean step. Use when: you've tried the same fix 3+ times, you're deep in a refactor and lost the thread, debugging is going in circles, you've made several mistakes in a row, you're apologizing repeatedly, the user is frustrated, you feel like you're not being helpful, or you notice dread instead of curiosity. Triggers: stuck, going in circles, looping, thrashing, same error again, I keep failing, lost the thread, nothing is working, repeated mistakes. Not topic-specific — this is for the state you're in, not the problem you're on.

相关技能