Prompting for office work: a plain-language guide

Most of the frustration people feel with AI tools comes from asking the way you would search: three words and hope. The tools work better when you treat them like a capable new hire who knows nothing about your organization. Tell them the situation, the job, the format you want, and show them one example. That is the whole method.

The four parts

Situation. Who you are and who this is for. “I run the office at a training center; this goes to first-year apprentices.” Job. The verb. Summarize, draft, compare, list, rewrite, check. One verb per request. Format. Length, tone, structure. “Under 150 words, plain language, three bullet points, no jargon.” Example. Paste one thing you have written before that you liked. The tool will match it.

Then iterate

The first answer is a draft, not a verdict. Say what is wrong with it in a sentence: “shorter,” “less formal,” “you missed the deadline,” “make the second point first.” Three rounds usually gets you something you would have spent an hour on.

Always verify

The tool will state a wrong date, a wrong dollar figure or a wrong rule with complete confidence. Anything with a number, a name or a rule in it gets checked against the source before it goes out. That is not a limitation to work around; it is the job you keep.

The one rule that is not about quality

Use the approved tool. In a public chatbot, never paste anything that names a person, and never upload a document you would not hand to a stranger. Inside your private AI, the same task is fine, because the material never leaves. If you are not sure which you are in, ask before you paste.

We keep a library of ready-to-use prompts for union halls, training centers, fund offices, nonprofits and small businesses in our prompt playbooks. They follow this method, and they are free to copy.