“Help me optimize” only buys empty talk. After the six-slot template was clear, the copy still lived in a Notebook cell forty rows down. Prod already said “do not invent”. The cell was the old line. Runtime and review were not the same file. When they are not the same, the system prompt can be overwritten and you do not know who you are talking to. Ticket-id extraction then flips right and wrong.