Dec '25 • Quick Wins
AI Substitution Pattern Optimizer
AI Substitution Pattern Optimize rSeason
1) What it does
This helps you optimize when and how you sub, not just who plays.
You give AI:
- Minutes played
- When runs happened
- Who was on the floor
It returns smarter sub windows that protect leads, stop runs, and maximize energy — without changing your rotation philosophy.
This saves time and wins games because most runs happen during poor substitution timing.
2) Examples
Basketball ExampleInput notes:
“Star sat at 4:00 Q2, we gave up 8–0 run. Bench unit struggles to score. Energy drops late Q3.”
AI Output:
- Shift star’s first rest to 2:30 Q1 instead of Q2
- Pair bench PG only with at least one starter
- Use “defensive lineup” for last 90 seconds of each half
Hockey ExampleInput:
“Goals allowed late in shifts, D pairs slow on changes”Output:
- Shorter shift windows
- Staggered D-pair changes to protect momentum
3) 6-Step Prompt
- Task: Analyze my substitution patterns and suggest better timing to prevent runs.
- Role: You are my in-game rotation strategist.
- Context: In-season basketball where momentum swings during substitution windows.
- Specific Requirements:
- Boundaries: Do not change my rotation philosophy or personnel hierarchy.
- Reasoning: Explain how timing impacts runs and energy.
One-paragraph version:“Review my substitution timing and suggest better windows to prevent opponent runs without changing who plays.”
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AI Substitution Pattern Optimizer
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