The one-sentence prompt that fixes most AI output

Inside it

• The prompt itself, ready to paste into any tool
• The four rules: one question at a time, capped at five, answered by voice, ending in an artefact
• The policy written together in one meeting
• The grant that draws on everyone who touched the program, not just the writer
• Stories extracted from the people who lived them — with the consent line built in
• The reverse pass: an interviewer who grills you before the real one does

The differentiator was never the model. It is the lived experience sitting in your head, and it stays there until something good at asking questions pulls it out.

For everyone — this is the technique the rest of the library stands on.