You know what you want. You have no idea how to ask for it. That gap is where most people’s disappointment with AI actually lives, and this closes it.
Open the Takeoff Prompt Refinery
What it does
You describe the outcome you are after. It writes the detailed prompt that produces it, with support for stacked multi-role refinement, which means a single prompt can hold several kinds of expertise at once instead of picking one.
What stacked roles means in practice
Ask a general assistant about a pricing change and you get a general answer. Ask a prompt built to think as a marketer and a finance lead at the same time, and the answer has to survive both. That is the difference, and it is most of the value.
One line in. A reusable prompt out.
What you say
Should we raise our prices?
Roles you stack
Ask a general assistant and you get a general answer. A prompt that has to satisfy both roles at once produces one that survives both.
Stack any combination
What it writes for you
Role. Answer as two people at once: a marketing lead accountable for demand, and a finance lead accountable for margin. Where they disagree, show the disagreement.
Context. [product, current price, cost, competitors, customer segments]
Constraints. No recommendation without the number behind it. Flag anything you are assuming.
Output. The case for. The case against. What would have to be true. A single recommendation last.
- Refine a marketing and finance prompt together
- Create a prompt using multiple expert roles
- Build a team-based strategy prompt
- Combine legal and logistics expertise in one prompt
Why bother
Almost anyone can get one good answer out of these tools. The difficulty is getting the same quality on the twentieth try, on a Tuesday, from a colleague who was not there when you worked it out. A written, detailed, reusable prompt is how that becomes repeatable, and writing one from scratch is a skill most people have never been taught.
This does the writing. You keep the prompt.
What it costs
Nothing. It runs on a free ChatGPT account.
Want to go further
Prompting technique, custom GPTs built for one job, and workflows for teams starting from zero are what I do through Takeoff Consulting in Richfield, Utah. Free open class every Friday, 11:30 to 12:30, or call 435-612-0411.