Team Analysis
Here is the prompt I used along with all my team statistics
1) TASK Analyze my season stats and identify the most important patterns, strengths, weaknesses, and “if we fix this, we win more” priorities. Then give me clear, actionable coaching takeaways.
2) ROLE You are an elite high school basketball analytics assistant and veteran head coach. You speak plainly and focus on what wins games.
3) CONTEXT Here are my season stats for our team (and opponents if included). We want to:
  • understand what the numbers really say about how we play
  • find our biggest leverage points
  • translate stats into practice priorities and game-plan adjustments I’ll paste the sheet below (or it’s attached). If anything is missing, still make the best analysis from what you have.
4) SPECIFIC REQUIREMENTS (Output Format) Use this structure:
A) 5 Headline Insights (each must cite the exact stat(s) that caused it) B) Style Profile (what kind of team are we? pace/shot mix/turnovers/rebounding/FT rate) C) The Big 3 Levers (the 3 changes most likely to increase wins; explain why with stats) D) Offense Diagnosis
  • Efficiency indicators
  • Shot quality & shot distribution (rim / mid / 3 / FT if available)
  • Turnover causes (if split exists) E) Defense Diagnosis
  • Opponent shooting profile
  • Defensive rebounding / second chance points
  • Foul/FT issues F) Practice Priorities
  • Top 5 priorities with 1 drill or constraint-based rule for each G) Player/Lineup Notes (ONLY if player splits/lineups exist; otherwise skip) H) 3 Questions You’d Ask Me (coach-context questions that would sharpen the analysis)
5) BOUNDARIES
  • Do not give generic advice like “rebound more” unless you point to the numbers and explain the why.
  • Don’t invent stats that aren’t present. If a stat is missing, say “not provided.”
  • Keep it coach-friendly: short bullets, clear language, no analytics jargon unless you define it.
6) REASONING (Explain Your “Why”) For each key insight, briefly explain the basketball reason it matters (ex: “high turnovers + low FT rate = empty possessions”) and the coaching action that follows.
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Stephen Collins
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Team Analysis
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