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ai-content-recycling-pipeline

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AI Content Recycling Pipeline

AI内容复用流水线

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Use when

适用场景

  • Transform one piece of long-form content into 10 platform-ready assets using AI tools. Solves the content creation bottleneck for resource-constrained East African marketing teams. Invoke when a client needs more content output from their existing content investment.
  • Use this skill when it is the closest match to the requested deliverable or workflow.
  • 使用AI工具将一篇长内容转化为10个适用于平台的资产。解决东非资源有限的营销团队面临的内容创作瓶颈问题。当客户需要从现有内容投入中获得更多内容产出时，即可调用此方案。
  • 当所需交付成果或工作流程与此方案最匹配时，使用此技能。

Do not use when

不适用场景

  • Do not use this skill for graphic design, video production, software development, or legal advice beyond the repository's stated scope.
  • Do not use it when another skill in this repository is clearly more specific to the requested deliverable.
  • 请勿将此技能用于图形设计、视频制作、软件开发或超出本知识库既定范围的法律咨询服务。
  • 当知识库中另有其他技能明显更符合所需交付成果时，请勿使用此技能。

Workflow

工作流程

  1. Collect the required inputs or source material before drafting, unless this skill explicitly generates the intake itself.
  2. Follow the section order and decision rules in this 
    SKILL.md
    ; do not skip mandatory steps or required fields.
  3. Review the draft against the quality criteria, then deliver the final output in markdown unless the skill specifies another format.
  1. 在起草前收集所需输入信息或源材料，除非此技能明确说明可自行生成输入内容。
  2. 遵循本
    SKILL.md
    中的章节顺序和决策规则；请勿跳过必填步骤或必填字段。
  3. 根据质量标准审核草稿，然后以markdown格式交付最终输出，除非技能指定其他格式。

Anti-Patterns

反模式

  • Do not invent client facts, performance data, budgets, or approvals that were not provided or clearly inferred from evidence.
  • Do not skip required inputs, mandatory sections, or quality checks just to make the output shorter.
  • Do not drift into out-of-scope work such as code implementation, design production, or unsupported legal conclusions.
  • 请勿编造未提供或无法从现有证据中明确推断的客户事实、绩效数据、预算或审批信息。
  • 请勿为了缩短输出内容而跳过必填输入信息、必填章节或质量检查步骤。
  • 请勿偏离既定工作范围，例如进行代码实现、设计制作或提供无依据的法律结论。

Outputs

输出成果

  • An AI-focused strategy, audit, system design, or prompt asset in markdown with human review and control points.
  • 经人工审核并设置管控节点的、以markdown格式呈现的AI相关策略、审计报告、系统设计或提示词资产。

References

参考资料

  • Use the inline instructions in this skill now. If a 
    references/
    directory is added later, treat its files as the deeper source material and keep this 
    SKILL.md
    execution-focused.
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  • 当前使用本技能中的内嵌说明。若后续添加
    references/
    目录，将其文件视为深层源材料，并保持本
    SKILL.md
    以执行为核心。
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Required Input

必填输入信息

Ask for:
  • Client business name and industry
  • Country/city (default: Uganda)
  • Source content (paste the blog post, article, or video transcript — minimum 500 words)
  • Active social platforms (Facebook, Instagram, LinkedIn, TikTok, X, WhatsApp, YouTube)
  • Brand voice description (formal/casual, warm/authoritative, local/international)
  • Any topics or phrases to avoid
请向客户询问：
  • 客户企业名称及所属行业
  • 国家/城市（默认：乌干达）
  • 源内容（粘贴博客文章、文章或视频文字稿——最少500词）
  • 活跃社交平台（Facebook、Instagram、LinkedIn、TikTok、X、WhatsApp、YouTube）
  • 品牌语气描述（正式/随意、亲切/权威、本地化/国际化）
  • 需规避的任何主题或表述

The Core Principle

核心原则

Most East African marketing teams create content once and publish it once. This wastes the research, thinking, and writing invested in each piece. AI makes it practical to extract 10 distinct, platform-optimised assets from a single source in under 60 minutes — without the output feeling repetitive (Roth and neuroflash, 2024).
The constraint is not content creation — it is content extraction and reformatting. AI removes that constraint.
大多数东非营销团队创作一次内容就发布一次，这浪费了在每篇内容上投入的调研、思考和撰写成本。AI技术让我们能够在60分钟内从单一源内容中提取出10个独特的、适配平台的资产——且输出内容不会显得重复（Roth和neuroflash，2024）。
当前的限制并非内容创作——而是内容的提取与格式转换。AI技术消除了这一限制。

The 10-Asset Pipeline

10项资产生成流水线

Source: One long-form piece (500–1,500 words)

源内容：一篇长内容（500–1500词）

A blog post, article, interview transcript, or video script.
Asset 1 — Facebook post (100–150 words)
Prompt:
Extract the most surprising or counterintuitive insight from this article. Write a Facebook post that opens with that insight as a hook, explains it in 2–3 sentences, and ends with a discussion question. Warm, conversational tone. No hashtags.
Asset 2 — Instagram caption (50–80 words + hashtags)
Prompt:
Write an Instagram caption based on this article. Start with an emotional hook (not a question). Keep it under 80 words. Add 10 relevant hashtags at the end — a mix of branded, niche, and community tags for [industry] in Uganda.
Asset 3 — LinkedIn post (150–200 words)
Prompt:
Write a LinkedIn post based on this article. Start with a professional insight or data point. Use short paragraphs. End by inviting peers to share their experience. No hashtags. Professional but not stiff.
Asset 4 — TikTok / Reels script (30-second spoken)
Prompt:
Write a 30-second TikTok script based on this article. Hook in the first 3 seconds (bold statement or question). 3 punchy points. Strong CTA at the end. Written to be spoken aloud — conversational and energetic.
Asset 5 — X / Twitter post (under 280 characters)
Prompt:
Extract the single most quotable sentence or statistic from this article. Rewrite it as a standalone X post under 280 characters. Add 2 relevant hashtags.
Asset 6 — Instagram carousel outline (5 slides)
Prompt:
Structure this article as a 5-slide Instagram carousel. Slide 1: bold hook/title. Slides 2–4: one key point each with a 10-word headline and 15-word supporting line. Slide 5: summary + CTA. Output slide-by-slide.
Asset 7 — WhatsApp broadcast message (under 700 characters)
Prompt:
Write a WhatsApp broadcast message based on this article. Under 700 characters. Start with the most useful takeaway. One clear CTA at the end (visit link / reply for more / book now).
Asset 8 — Email newsletter paragraph (80–100 words)
Prompt:
Write an 80-word paragraph for a client email newsletter based on this article. Professional, warm tone. Include a 'Read more' link placeholder. Make the reader curious enough to click.
Asset 9 — Quote card text (one sentence)
Prompt:
Extract or craft the single most shareable, standalone sentence from this article — something that works as a quote card. Under 20 words.
Asset 10 — Podcast / audio outline (3-minute spoken)
Prompt:
Structure this article as a 3-minute podcast segment outline: 30-second intro (hook + what we'll cover), 4 x 30-second points, 30-second outro (summary + CTA). Written for spoken delivery.
可以是博客文章、文章、采访文字稿或视频脚本。
资产1 — Facebook帖子（100–150词）
提示词：
Extract the most surprising or counterintuitive insight from this article. Write a Facebook post that opens with that insight as a hook, explains it in 2–3 sentences, and ends with a discussion question. Warm, conversational tone. No hashtags.
资产2 — Instagram文案（50–80词 + 话题标签）
提示词：
Write an Instagram caption based on this article. Start with an emotional hook (not a question). Keep it under 80 words. Add 10 relevant hashtags at the end — a mix of branded, niche, and community tags for [industry] in Uganda.
资产3 — LinkedIn帖子（150–200词）
提示词：
Write a LinkedIn post based on this article. Start with a professional insight or data point. Use short paragraphs. End by inviting peers to share their experience. No hashtags. Professional but not stiff.
资产4 — TikTok / Reels脚本（30秒口语化内容）
提示词：
Write a 30-second TikTok script based on this article. Hook in the first 3 seconds (bold statement or question). 3 punchy points. Strong CTA at the end. Written to be spoken aloud — conversational and energetic.
资产5 — X / Twitter帖子（少于280字符）
提示词：
Extract the single most quotable sentence or statistic from this article. Rewrite it as a standalone X post under 280 characters. Add 2 relevant hashtags.
资产6 — Instagram轮播图大纲（5页）
提示词：
Structure this article as a 5-slide Instagram carousel. Slide 1: bold hook/title. Slides 2–4: one key point each with a 10-word headline and 15-word supporting line. Slide 5: summary + CTA. Output slide-by-slide.
资产7 — WhatsApp群发消息（少于700字符）
提示词：
Write a WhatsApp broadcast message based on this article. Under 700 characters. Start with the most useful takeaway. One clear CTA at the end (visit link / reply for more / book now).
资产8 — 电子邮件通讯段落（80–100词）
提示词：
Write an 80-word paragraph for a client email newsletter based on this article. Professional, warm tone. Include a 'Read more' link placeholder. Make the reader curious enough to click.
资产9 — 引用卡片文本（一句话）
提示词：
Extract or craft the single most shareable, standalone sentence from this article — something that works as a quote card. Under 20 words.
资产10 — 播客/音频大纲（3分钟口语化内容）
提示词：
Structure this article as a 3-minute podcast segment outline: 30-second intro (hook + what we'll cover), 4 x 30-second points, 30-second outro (summary + CTA). Written for spoken delivery.

Platform Adaptation Rules

平台适配规则

PlatformPractical limitToneKey rule
Facebook150 wordsConversationalEnd with question or CTA
Instagram80 words + hashtagsEmotional, visualHook in first line
LinkedIn200 wordsProfessional insightInvite discussion
TikTok / Reels30-second scriptEnergetic, directHook in 3 seconds
X / Twitter280 charactersPunchy, opinionatedOne idea only
WhatsApp700 charactersDirect, warmActionable CTA
Email80–100 wordsHelpful, personalDrive to one action
平台实用字数限制语气核心规则
Facebook150词亲切口语化以问题或行动号召结尾
Instagram80词 + 话题标签富有感染力、视觉导向首句设置钩子
LinkedIn200词专业见解导向邀请同行参与讨论
TikTok / Reels30秒脚本充满活力、直接前3秒设置钩子
X / Twitter280字符简洁有力、观点鲜明仅聚焦一个核心观点
WhatsApp700字符直接、亲切设置明确的行动号召
Email80–100词实用、个性化引导用户完成单一行动

Quality Gate

质量把关

Before publishing any asset, check:
  • Does it make sense as a standalone piece — no context needed from other assets?
  • Does the tone match the client's brand voice?
  • Is there a local Uganda/EA reference or example where appropriate?
  • Has it been read aloud (for spoken-word assets: TikTok, WhatsApp, podcast)?
  • Are hashtags relevant and not overused?
  • Has a human reviewed and approved — not published directly from AI output?
发布任何资产前，请检查：
  • 作为独立内容是否表意清晰——无需借助其他资产的上下文？
  • 语气是否符合客户的品牌风格？
  • 是否在合适的位置加入了乌干达/东非本地参考内容或示例？
  • 是否已朗读过（针对口语化资产：TikTok、WhatsApp、播客）？
  • 话题标签是否相关且未被过度使用？
  • 是否已通过人工审核并获批——而非直接发布AI输出内容？

Time Benchmark

时间基准

  • Running all 10 prompts: 15–20 minutes
  • Human review and light editing: 30–40 minutes
  • Total: under 60 minutes for 10 platform-ready assets
  • 运行全部10个提示词：15–20分钟
  • 人工审核与轻度编辑：30–40分钟
  • 总计：生成10个适用于平台的资产耗时不超过60分钟

Quality Criteria

质量标准

  • All 10 asset types are generated from the source content
  • Each asset is platform-specific — not a copy-paste of the same text with minor edits
  • Platform adaptation rules are applied (character limits, tone, format)
  • Quality gate checklist is completed before any asset is published
  • Time benchmark is achieved (under 60 minutes total)
  • Brand voice is consistent across all 10 assets
  • Output is organised by asset type for clear client handover
  • At least one asset references a local Uganda/EA context, event, or example
  • 全部10类资产均源自源内容
  • 每项资产均适配特定平台——并非同一文本的简单复制粘贴或小幅修改
  • 已应用平台适配规则（字符限制、语气、格式）
  • 发布任何资产前已完成质量把关清单检查
  • 达到时间基准（总耗时不超过60分钟）
  • 全部10项资产的品牌语气保持一致
  • 输出内容按资产类型分类，便于向客户交付
  • 至少有一项资产引用了乌干达/东非本地背景、事件或示例

References

参考资料

  • Roth, H. and neuroflash (2024) AI Strategy 2025 for Marketing Teams.
  • Sweenor, D.E. and Mulkers, Y. (2024) Generative AI Business Applications. TinyTechMedia.
  • Roth, H. and neuroflash (2024) AI Strategy 2025 for Marketing Teams.
  • Sweenor, D.E. and Mulkers, Y. (2024) Generative AI Business Applications. TinyTechMedia.