Writing Effective Prompts

A practical guide to giving AI assistants a role, task, context and output format, then improving the result through iteration.

A prompt starts a conversation with an AI assistant. Four areas help make that conversation useful: persona, task, context and format.

The four main areas

1. Persona

Define who the AI should be. Example: “You are a programme manager in healthcare…”

2. Task

Describe what you want the AI to do. Example: “Draft an executive summary email…”

3. Context

Provide relevant background information. Example: “Based on Q3 programme documents and recent feedback…”

4. Format

Specify how you want the output structured. Example: “Limit the response to bullet points…”

Example prompt using all four

You are a programme manager in healthcare. Draft an executive summary email to stakeholders based on Q3 programme documents and recent feedback. Limit the response to bullet points.

You do not need all four elements in every prompt. Using several of them usually helps. Include a verb or command in the task so the requested action is clear.

Quick tips

1. Use natural language

Write as if you are speaking to another person. Express complete thoughts in full sentences.

2. Be specific and iterate

Tell the AI what you need it to do: summarise, write, change the tone or create something. Provide the context needed to make those instructions meaningful.

3. Be concise and avoid complexity

State your request in brief, specific language. Avoid unnecessary jargon.

4. Make it a conversation

Refine your prompt when the result misses the mark. Follow-up instructions can identify what to preserve, change or remove.

5. Use your documents

Ground the output in your own material. Name or attach the documents the AI should use.

6. Ask the AI to edit the prompt

Try: “Improve this prompt, identify any missing context and explain each change: [original prompt].” Review the revision before using it.

Advanced techniques

1. Provide context

Before:

Tell me about climate change.

After:

Explain three major impacts of climate change on agriculture in tropical regions, with examples from the past decade.

2. Show examples

Before:

Convert this technical statement to plain language.

After:

Here are two examples of converting jargon into plain language:

  • “Utilise familiar design paradigms” → “Use familiar design patterns”
  • “Commence the authentication process” → “Sign in”

Now convert: “The platform implements end-to-end encryption.”

3. Break complex tasks into steps

Before:

Analyse this quarterly sales data.

After:

Analyse this quarterly sales data by:

  • identifying the top-performing products
  • comparing the current quarter with the previous quarter
  • highlighting unusual patterns or trends
  • suggesting possible reasons for those trends

4. Ask it to examine the problem first

Before answering, identify the relevant evidence, constraints and plausible approaches. Then recommend an option and explain the trade-offs.

5. Define the AI’s role

Explain how rainbows form from the perspective of an experienced science teacher speaking to a curious 10-year-old.

6. Assign a role for creative work

Try: “You are the head of a creative department at an advertising agency…” Then add the audience, objective, source material and constraints that govern the work.

7. Give constraints

Include measurable requirements such as a character limit, number of options or required details: “Generate five options, each under 100 words.”

8. Specify tone when it matters

Name the qualities the writing needs: formal, informal, technical, casual, professional or friendly. Concrete examples often communicate tone more precisely than labels alone.

The golden rule

Show your prompt to a colleague who has little context on the task and ask them to follow it. If the instructions confuse them, the AI will probably struggle too.

Ask the AI for help with prompting

When you are unsure how to frame a request, try:

I am trying to get your help with [goal]. What information and constraints do you need from me to produce a useful result? Then help me draft the prompt.

This exposes missing context before the assistant starts the work.

Put the method to work

Use Key Prompt Indicator to examine how different roles and tasks are framed. For image direction, the Midjourney prompt builder turns scene, camera, style and format decisions into one structured prompt. When a project needs wider direction, start with the creative brief builder before drafting individual prompts.