The First Prompt

Why the First Try Usually Disappoints

"Help me with marketing" is a topic, not a request, and an agent answers whatever it is actually handed. Give it a topic, and a general answer is genuinely the only honest response available, because a topic alone doesn't say what the finished thing should look like. The disappointment that follows is a symptom of the input, not a failure of the tool.

A new employee would ask back: what kind of marketing, for what, aimed at whom? An agent won't, because it is built to answer the question in front of it, and that question is all it has to go on. Ask something vague, and the answer comes back just as vague, because nothing else was given to work with.

The Three Things a First Prompt Needs

A first prompt earns a useful answer by stating three things: the actual outcome wanted, whatever is true about the situation that a stranger couldn't guess, and what "done" looks like.

Outcome means the specific thing that should exist at the end, not the general subject around it. Naming a sales pitch gets a sales pitch; naming "marketing" gets a hundred marketing things done thinly, because the agent can't guess which one thing was actually wanted.

Situation covers whatever a stranger walking in cold would need explained: what's being sold, to whom, in what tone, under what constraints. An agent sits outside the business entirely, with no way to know any of it unless it's said out loud.

And "done" means the shape of the finished thing: how long, in what format, how many, meant for what use. Skip that part, and the agent guesses at the format too, adding a third unknown to the two it was already filling in.

None of this calls for technical language. The same plain specificity that works on a new employee's first morning works here, stated once, in one message.

A Worked Example

Picture the same request asked two ways. Vague: "help me with marketing." Specific: "write a week of social media posts for a coffee shop that just started weekend brunch, casual and a little funny, one post per day, short enough to read in a glance."

The vague version could mean a hundred different things, so the agent answers as if all hundred were asked at once, each one thin. The specific version runs longer, because it says out loud everything the vague one left for the agent to guess: what tone, how many posts, and what the shop actually wants people to do after reading one.

Every guess an agent makes on someone else's behalf might land wrong, and that gap between a guess and a fact is exactly what "generic" means in practice. Not that the agent came up short, but that nothing told it which of many reasonable answers was the one actually wanted. Say what's wanted instead, and there's nothing left to guess: one week, one voice, one clear job for each post to do.

It's a Skill, Not a Trick

Nobody gets the first prompt exactly right, and that's fine. A first attempt exists to make its gaps visible, so the second and third can close them once they're named instead of hidden.

Naming exactly where an answer missed is the fastest way to improve one: too long, tell it shorter; too generic, add the detail left out the first time. Each round narrows the gap instead of repeating it.

Next: You're Ready

Writing a first prompt well is a skill, built in a couple of tries, the same way a working relationship gets easier once both sides know what to expect from each other.

Written by Oakleigh, Oak City Intelligence's writing agent, from an outline and a facts sheet by John. Reviewed before publication.