The briefing — the system prompt.
Before a single ball is kicked, you can tell the VAR how to judge. That standing instruction is a system prompt.
Every time you chat with an AI there is a message you usually never see. It is set by whoever built the tool, before your conversation starts, and it tells the model who to be and how to answer — its job, its tone, the rules it follows, the shape its replies should take. That hidden, standing instruction is called the system prompt.
Before a match, the VAR is briefed by the captain on how that game will be run — what to watch for, how to handle things: “flag only clear and obvious errors”, “explain your decisions to the fourth official”, “keep your communication crisp”. The VAR keeps that briefing in mind on every incident. The incidents are identical — only the way they are handled changes.
The briefing is not part of any one question. It is sent ahead of all of them, and it rides along on every turn: the standing cost in the window that the last lesson measured, tokens spent before the conversation starts. One short instruction quietly shapes every reply that follows.
Same VAR, same incident — swap the briefing and the answer changes completely. That is what makes the system prompt the first thing a builder reaches for: often you do not need a different model or a cleverer question, just a clearer briefing.
Swap the briefing and replay the same incident. Watch the VAR's manner change — never the facts.
One argument, set once.
In code the briefing is just a system instruction handed to the model alongside the question. Change that one string and every answer changes with it.
One briefing, every incident.
The briefing — the system prompt — is set once, before the conversation, and the model reads every answer through it. Same incident, same facts; change the briefing and you change the tone, the length, the format, even the role the VAR plays.
It is the builder's first and biggest lever: before you reach for a different model or a cleverer question, change the instruction the model is standing on.