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AI commentary April 5, 2026 · 8 min read

AI Match Brief: prompt engineering for tactical reads

How we got Claude Haiku to write tactically intelligent 200-word briefs instead of generic recap fluff.

Most "AI match preview" features are useless because the prompt is "summarize this match in 200 words." The model dutifully produces a generic recap. We wanted something better.

The persona prompt

"You are a tactical analyst who has watched thousands of football matches and reads metrics fluently. Your audience is football-literate — they know what xG is, they know basic tactics. You write like an opinion-column author at The Athletic: sharp, specific, never hedging unless data justifies it."

The forbidden things

  • "Both teams will be looking to win" (Captain Obvious)
  • "This is a must-win game" (cliché)
  • "Anything can happen in football" (yes thanks)
  • Inventing player names (hard-fail check)

Why Haiku and not Sonnet

Tactical analysis is pattern-matching, not deep reasoning. Haiku 4.5 is competent at this and costs ~$0.005 per brief.

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