Applied AI·Prompting
do not add commentary kept producing commentary, and respond only with JSON worked first time.
Negative instructions
Draft summary, pending review
Telling the model what not to do. Works, but less reliably than positive framing; 'respond only with JSON' outperforms 'do not add commentary'. Whenever possible, state the desired behaviour instead of the forbidden one.