MaxtDesignAI Studios
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Prompting Skill track

Prompt Engineering

The moves that take your prompts from vague to executable.

A short, practical track on writing prompts that produce useful output the first time. Four modules, a handful of drills, and a capstone quiz. About 45 minutes end to end.

~165 minutes5 modules · 29 lessons

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By the end of this track, you will

  • Write prompts the model can act on without guessing.
  • Use examples to encode tone, format, and edge cases.
  • Spot the situations where chain-of-thought actually helps.
  • Stack constraints that the model respects instead of ignores.

Syllabus

  1. Module 1

    Shape your prompts

    Four moves that take a one-line request from vague to executable. Start here if you mostly write prompts the way you write Google searches.

    • LWhy one-line prompts fail~6 min
    • LA worked example~5 min
    • DDrill: rank the improvements~4 min
    • LFailure modes: when the four moves backfire~6 min
    • DDrill: spot the weak parts~5 min
    • LApply it to your own work~8 min
    • DDrill: iterate after a bad first response~6 min

  2. Module 2

    Few-shot and examples

    One good example beats a paragraph of description. When to use examples, how many, and the three ways they go wrong.

    • LWhy examples work~5 min
    • LThree mistakes with examples~6 min
    • DDrill: spot the bad example~3 min
    • LExamples for structured outputs~6 min
    • DDrill: improve with examples~4 min
    • LApply examples to your own work~8 min
    • DDrill: find the broken examples~5 min

  3. Module 3

    Chain of thought

    The cheap reliability trick: ask the model to think before answering. Works on logic and analysis, less useful on generation.

    • LWhen thinking out loud helps~5 min
    • LStructuring the thinking~5 min
    • DDrill: which task benefits most~3 min
    • LAuditing the reasoning~6 min
    • DDrill: design the skeleton~5 min
    • LApply structured thinking to your own work~8 min
    • DDrill: trust the reasoning?~5 min

  4. Module 4

    Constraint stacking

    Specific, checkable rules make the difference between an almost-right draft and a ship-ready one. The three tiers, the do-not list, and when stacking goes too far.

    • LMake the constraints checkable~5 min
    • LThe do and do-not pair~4 min
    • DDrill: stack the constraints~4 min
    • LWhen stacking goes too far~6 min
    • DDrill: spot the over-stacking~5 min
    • LApply constraint stacking to your own work~8 min
    • DDrill: rescue the over-stacked prompt~5 min

  5. Module 5

    Capstone

    Eight questions across the four modules. Clear 70% to earn the certificate.

    • QFinal quiz~14 min