Guide
How to test an AI prompt before you share it
A practical checklist for turning a promising prompt into a reusable piece of work.
Most prompts work once. Useful prompts work repeatedly, for different people, with predictable limits.
Start with the job, not the wording
Write down the real task the prompt should complete. Include the intended user, the information they will provide, and what a good result looks like. This gives you a standard against which to test the output.
Test realistic inputs
Use at least three inputs: a straightforward case, a messy real-world case, and an edge case. If a prompt only succeeds on the polished example that inspired it, it is not ready to share.
Make assumptions visible
State the required model, any files or tools, expected input format, and known limitations. A short instruction that tells people where a prompt fails is more valuable than a long one that overpromises.
Package the result
Give the prompt a clear title, a short description of the outcome, input instructions, and example output. If another person can reproduce the result without asking you follow-up questions, you have made something reusable.