Skip to content
// The Prompt Stack Builder

Build a better prompt, copy it, run it anywhere.

Type a question, choose how the AI should handle it, copy the prompt. This builds the prompt; it doesn’t run it.

or try one of these:
SCOPE what it may use
FILTER fact vs guess
RISK what could go wrong
VERDICT make it commit
// What the Prompt Stack turns it into
SCOPE

Use only the information I give you here. Don't fill in gaps from memory; if something you need isn't here, say so. If a question is past what you can confirm, or the figure is the sort that changes, say you're not sure rather than guess.

FILTER

Tag each claim as you make it: [sourced] with where it came from, [inferred] if you're reading between the lines, or [guessed] if you're filling a gap.

RISK

Name the biggest risk if I act on this and you're wrong.

VERDICT

End with one clear answer and a confidence level (low / medium / high).

YOUR QUESTION

Should I take ibuprofen with my blood pressure medication?

then paste it into whatever AI you use

Then check the answer you get back

The prompt only does half the job. When your AI answers, run these checks on what it says. A good Prompt Stack answer earns a yes on each one.

  • Did it stick to what you gave it, or pad the answer from memory?
  • Did it label its claims (sourced / inferred / guessed), or blur them into one smooth answer?
  • Did it say where it was unsure, or quietly guess and move on?
  • Did it name a real risk and the worst case, or just hedge?
  • Did it commit to one answer with a confidence level, or sit on the fence?
  • Check any figure, date, name or citation against the source yourself.
Build another one ↑
// The thinking behind it

Want the why behind the four stages?

This builder is the Prompt Stack made into buttons. The full method, with each stage worked through on everyday decisions and on real money, is one page over.

Read the full method →
// Newsletter

Confidently Wrong, my fortnightly newsletter: I run the big AI assistants through the same checkable questions and send you the receipts when one quietly gets it wrong, plus the fix worth keeping. A quiet sense of humour about the whole business.