Prompt Lab

Hands-on lab

Prompt ClarityLab

Draft, test, and improve prompts for useful AI responses

Start the lab See the syllabus
40 mintotal time
3modules
6lessons
3self-checks

Syllabus

3 modules. One clear path.

Built for People who use AI assistants for writing, research, planning, or everyday work

  1. 001 / Module

    Diagnose the prompt

    Spot missing details that can make an AI response vague or hard to use.

    2 lessons · 12 min
    • 1. Find the missing pieces
    • 2. Check your diagnosis
  2. 002 / Module

    Build a clear prompt

    Draft an instruction with a specific task, useful context, and a format that fits the job.

    2 lessons · 13 min
    • 1. Assemble the prompt
    • 2. Choose an output format
  3. 003 / Module

    Test and revise

    Assess an AI response against your goal, then make a targeted improvement to the prompt.

    2 lessons · 15 min
    • 1. Run a small prompt test
    • 2. Match revisions to problems

The lab

Learn by doing.

Pick any lesson from the tree. Flip the cards, answer the checks and mark each lesson complete to fill your progress receipt.

lesson.mdLesson 1/6
Try itModule 18 min

Find the missing pieces

Inspect a vague request and identify what would make it more useful.

  • Identify the task, audience, and context a prompt needs

Start with this prompt: “Write something about recycling.” It names a topic, but not what to produce, who will use it, or what information to include. The goal is not to make every prompt long. Include details that can change the answer.

Annotate the sample

  1. 1
    Choose a use

    Decide who needs the recycling information and what they need to do with it.

  2. 2
    List missing details

    Note the audience, purpose, and any facts or limits the prompt should specify.

  3. 3
    Draft a clearer request

    Ask for a specific output, such as a short notice for apartment residents about sorting common packaging.

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CheckModule 14 min

Check your diagnosis

Use a quick question to distinguish relevant context from vague instructions.

  • Choose context that helps define a useful response

A useful prompt gives the model enough information to make a relevant first attempt. Add details that affect the task or response; leave out background that does not.

Knowledge checkA volunteer asks an AI to draft an event reminder. Which added detail is most useful?

Try itModule 29 min

Assemble the prompt

Use a repeatable structure for a low-stakes task.

  • Write a prompt that specifies task, context, constraints, and format

Create a first draft

  1. 1
    Name the task

    Use a specific verb, such as draft, compare, explain, or summarize.

  2. 2
    Add relevant context

    Supply facts or circumstances the AI cannot safely infer.

  3. 3
    Set constraints

    Specify important limits, such as reading level, length range, or topics to avoid.

  4. 4
    Choose a format

    Name a useful structure, such as a table, checklist, or short email.

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CheckModule 24 min

Choose an output format

Match the requested format to what you need to do with the answer.

  • Select an output format that supports the intended use

An output format is part of the instruction, not decoration. A comparison often works well as a table; a task someone will carry out may work better as a checklist.

Knowledge checkYou need to compare three possible meeting times by availability and trade-offs. Which format should you request?

Try itModule 310 min

Run a small prompt test

Check a response against your requirements before revising.

  • Evaluate a response using stated criteria
  • Revise a prompt to address a specific gap

Test your draft with an AI assistant if available. Otherwise, use a sample response or imagine a likely one. Do not treat fluent wording as proof that an answer is correct or complete.

Test and record

  1. 1
    Pick a low-stakes task

    Choose something where an imperfect answer would be easy to spot and harmless.

  2. 2
    Save the first attempt

    Keep the prompt and response so you can compare versions.

  3. 3
    Check each requirement

    Mark which requirements the response meets, misses, or handles ambiguously.

  4. 4
    Revise one thing

    Change the instruction that addresses the most important gap, then test again.

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CheckModule 35 min

Match revisions to problems

Choose a prompt change that addresses the actual weakness in a response.

  • Match a prompt revision to the problem it is meant to solve

Sort it

Sort each revision by the main problem it addresses.

  1. State that the guide is for first-time visitors to the building.
  2. Ask for a numbered checklist instead of a general explanation.
  3. Include the event date and location in the prompt.
  4. Request a table with a column for each comparison criterion.

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Progress

Your receipt.

0/6

Lessons completed. Everything is tracked in this browser only. Nothing is sent anywhere.

Prompt LabProgress

1 · Diagnose the prompt0/2
2 · Build a clear prompt0/2
3 · Test and revise0/2
Time completed0 min
Checks answered0/3
Reflections saved0/4
Total0%

A demo receipt for a fictional course. It is not a credential.

Your guide

Nia Calder

Prompt design educator at Clearframe Learning Studio (fictional)

Nia teaches practical methods for communicating tasks to AI systems and checking whether their responses meet the user's needs.

Fictional guide and course, generated for this demo.

FAQ

Do I need to know how AI works to use this lab?

No. The lab focuses on writing clear instructions and checking responses. You can use the sample tasks without an AI assistant.

Should I put private information into a prompt?

Avoid entering personal, confidential, or sensitive information unless you are using an approved system and understand its data rules. Replace real details with fictional examples when possible.

Will a detailed prompt guarantee a correct answer?

No. Clear instructions can improve relevance, but an AI response may still be wrong or incomplete. Verify important facts with reliable sources and use qualified expertise for consequential decisions.

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40 min of self-paced learning across 3 modules. Free, and your progress stays on your device.

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