A strong coding prompt names the outcome, relevant files, constraints, allowed actions and acceptance checks.
The decision behind the technique
Background without decisions creates noise. Missing constraints force exploration and make it harder to know whether the answer is complete.
A strong coding prompt names the outcome, relevant files, constraints, allowed actions and acceptance checks.
A practical step-by-step workflow
Use this sequence as a default, then tighten or expand it only when the evidence changes.
- State the user-visible outcome first
- Point to the most relevant files or error
- List hard constraints and excluded actions
- Name the commands or behavior that prove success
Failure boundary and finish line
Do not prescribe an implementation detail when the real requirement is only the outcome.
Finish when the next action, owner, evidence and stop condition are all explicit.
Frequently asked questions
What should I do first?+
State the user-visible outcome first
What is the main failure mode?+
Do not prescribe an implementation detail when the real requirement is only the outcome.
OFFICIAL SOURCES
Verify against the source
OpenAI Codex best practicesThis guide provides general information, not an OpenAI allowance promise or support decision. Your account and official pages govern actual usage, benefits and recovery times.