CCAO-F Prep0/30
Lesson 1.1 · D1 Prompting & Task Execution · 7 min

Create effective prompts for business tasks

A good prompt gives Claude the context, task, constraints and examples a capable new colleague would need.

What the exam tests

Whether you can spot what is missing from a weak prompt and pick the change that most improves the output. Most wrong answers add emphasis or vague adjectives instead of information.

Key ideas

Context first
Say who the output is for, why it is needed and what Claude should know about the situation. Generic output almost always means missing context, not a weak model.
A specific task
Use a clear verb and name the deliverable: “Draft a 150-word email inviting existing customers to the webinar” beats “Write something about the webinar”.
Constraints that matter
Length, tone, format, reading level, must-include facts and things to avoid. Concrete limits (“no more than 12 items”) work better than adjectives (“concise”).
Examples of good output
One or two approved examples transfer style and structure more reliably than any description of them.
Separate instructions from material
When you paste documents, label them clearly (headings or tags such as <policy>…</policy>) and state the task separately, so Claude doesn't mistake content for instructions.
Say what to do when information is missing
“If the documents don't cover it, say so” prevents confident guessing.

Worked example

A marketing manager needs a product launch email.

Weaker

Write a launch email for our new product. Make it exciting.

Stronger

Write a 150-word launch email for existing small-business customers announcing Invoicely Pro (details below). Goal: book a 15-minute demo. Tone: friendly, plain English, no hype words. Include the launch date and the demo link. Here is a past email that performed well: <example>…</example>

Why: The strong version adds audience, goal, facts, length, tone and a model to imitate. “Exciting” gives Claude nothing to work with.

Common traps

  • Writing instructions in capitals or saying “this is very important” instead of adding information.
  • Telling Claude to “be an expert” and expecting that alone to fix missing facts.
  • Asking for things Claude can't guarantee, such as trademark availability or today's prices without web search.
Remember

When output is generic, add context and examples before you change anything else.

Practise D1 questions