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Prompting and AI Workflow Design

Audience, Language, Reading Level, and Tone

Unit ID: PAW-M04-U01 Estimated active time: 20-25 minutes

Three separate decisions

People often compress these into "make it simple", which is why output so often misses.

They are three different choices:

A message can be simple and cold, or complex and warm. Naming them separately gets you the combination you meant.

Describe the reader, not the adjective

"Professional tone" means different things in a hospital and a startup.

A description travels better:

> The reader is a busy ward manager who will skim this on a phone between shifts. They are senior, they do not need encouragement, and they will act on it today.

From that, tone follows. From "professional", it does not.

An audience line you can reuse

AUDIENCE LINE

Who:           role and seniority
Knows already: what you can assume
Does not know: what must be explained
Reads it:      where and how (phone, meeting pack, printed)
Feels:         what they are likely to be worried about
Acts:          what they do next

Six short answers. Most requests need only three or four of them, and they replace every vague tone adjective you would otherwise write.

Reading level is a constraint, not a style

"Simple English" is vague. These are checkable:

Checkable constraints get followed more consistently, and a reviewer can tell whether they were.

Watch for tone drift on revision

When you ask for a revision — shorter, clearer, more detail — tone often moves without being asked.

A common fix is to restate the audience line in the follow-up rather than assuming it carried over. Module 7 covers this properly.

Mini practice

Write one audience line for a real reader.

Then produce the same message for two different audiences using the same facts.

Mark which sentences changed and which did not. The unchanged ones are your actual content.