theCommons Academy
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LESSON 03 · FREE15–20 min

The Art of Interaction: Prompt Engineering Fundamentals

The anatomy of a prompt that actually works — and five techniques to get from generic to precise.

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Start Lesson 03 — 15–20 min

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What this is

About this micro-course

A 15–20 minute lesson that hands you the four-element prompt framework and five named techniques — from zero-shot defaults to chain-of-thought reasoning — so you can stop getting generic outputs and start getting strategic ones.

  • 5 chapters
  • Copy-paste prompt anatomy template
  • Five named techniques with worked examples
  • Negative constraint prompting explained

What you'll learn

Most prompts fail because they're missing structure, not vocabulary. You'll learn the four elements of a high-yield prompt (Task, Context, Inputs, Output Indicators), when to use role-based prompting vs. few-shot examples vs. chain-of-thought, and how to use negative constraints to govern what the AI won't do.

Curriculum

5 chapters · 15–20 min

  1. The anatomy of a perfect prompt

    Task, Context, Inputs, Output Indicators.

  2. Zero-shot vs. role-based prompting

    When to set a persona and when to skip it.

  3. Few-shot prompting

    Show the AI the pattern, then let it follow it.

  4. Chain-of-thought

    Ask the model to show its work before it answers.

  5. Negative constraint prompting

    The guardrail that keeps output inside your rules.

Practice assignment

Build your prompt template

Pick one recurring task in your week. Build a prompt using the four-element anatomy. Then apply one of the five techniques and compare the output to your zero-shot default. Save the better prompt as your reusable template for that task.

Time
30 minutes
Deliverable
A named, reusable prompt + the before/after output that proves it works.
Review
Self-scored with the prompt rubric. Optional: share at a live session or tag us on LinkedIn (Fear of Becoming Obsolete.).
  1. Pick one task you do at least weekly.
  2. Build a prompt using the four elements: Task, Context, Inputs, Output Indicators.
  3. Apply one technique: role-based, few-shot, chain-of-thought, or negative constraint.
  4. Compare the output to a plain zero-shot prompt. Document what changed.
  5. Save the better version as your reusable template for that task.
How the practice assignments work
  1. 1. Finish the lesson
    Each lesson ends with a short prompt that turns the concept into a one-page deliverable you'd actually use at work.
  2. 2. Build your artefact
    Use the copy-paste template inside the course. Most assignments take 15–30 minutes and produce a doc, prompt, or checklist you keep.
  3. 3. Self-review with the rubric
    Every assignment ships with a 4-point rubric (clarity · specificity · safety · usefulness). Score yourself in two minutes.
  4. 4. Optional: share what you built
    Bring your artefact to a live session — Office Hours or the weekly build-along — for real-time feedback from our team. Prefer to share publicly? Post it and tag us on LinkedIn (Fear of Becoming Obsolete.).

Assignments are ungraded and self-paced. There's no deadline, no quiz, no certificate gate — the deliverable is the proof you did the work.

Preview · try before you launch

Try this before you launch

“You are a [ROLE]. Your task is to [TASK]. Context: [CONTEXT — 3–5 bullets]. Constraints: [WHAT TO AVOID]. Format the answer as [FORMAT]. If anything is unclear, ask one question before answering.”

What you walk away with

  • The four-element prompt anatomy you can apply to any task
  • Five named techniques with worked examples you can copy
  • A reusable prompt template for one recurring task in your work

Ready when you are

Start Lesson 03 · 15–20 min