Prompting For Repeatable Outputs
The goal is not to write a clever prompt once. The goal is to make the same kind of answer reliable enough to use again.
Define the shape first
Before tuning wording, decide what the output should look like: fields, length, tone, required evidence, and what should never appear. Structure gives the model less room to wander.
Examples carry taste
Examples show what good looks like faster than paragraphs of instruction. A few strong examples can lock in tone, depth, and formatting better than a long rules list.
Review before reuse
A repeatable prompt needs a small check: missing fields, unsupported claims, tone drift, or vague answers. The check is what makes the workflow dependable instead of lucky.