Build a Scrollable Short-Form AI Skills Curriculum

1. 1

   Sequence before you script

   Map the skill tree first: prompting, tool selection, everyday workflows, automation, then applied projects by profession. The progression is what separates a curriculum from a clip pile.

2. 2

   Make every lesson do one thing

   Sixty seconds, one skill, one immediate try-it task. The learner should touch an AI tool within a minute of watching, because doing is where the skill forms.

3. 3

   Gate progress on practice

   Checkpoints that require completing tasks, not just watching. Completion certificates mean something only if the feed cannot simply be scrolled.

4. 4

   Keep content ruthlessly current

   AI tools change monthly. Date-stamp lessons, retire stale ones on a schedule, and make freshness a stated promise; it is the biggest weakness of every incumbent course.

5. 5

   Sell to individuals, then teams

   A consumer subscription first, then team licenses for small businesses that need staff upskilled without a training department.

6. 6

   Let the lessons market themselves

   The format is native to social platforms: post selected lessons publicly and funnel to the sequenced app. Your content and your ads are the same asset.

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