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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.

I’m Building a “Digital Assistant Coach” (and it’s already helping me win possessions) For years, scouting took the same path: Film. Notes. More notes.Then you try to turn it into something your kids can actually use. The truth is… the work isn’t hard.It’s just time-consuming. So in this Team Analysis project, I’ve been doing something different: What I’m doing I’m taking opponent stat sheets (like the one you saw) and running them through an AI workflow that produces: 1. Personnel priorities (who beats you) 2. Tendencies (what they want) 3. Shot profile clues (rim / mid / 3) 4. Defensive game plan (matchups + rules) 5. Offensive plan (how we attack their pressure/switching/zone) 6. Special situations (press, OOB, adjustments) 7. A clean 1-page scout I can print and hand to staff The best part? It’s not “AI guessing.”It’s AI doing what good assistants do: Organize. Prioritize. Simplify. And then I make the final calls as the coach. TASK Create a 1-page opponent scout report from the attached stats/sheet. ROLE You are my veteran assistant coach and scout coordinator. You are concise, practical, and focused on what wins possessions. CONTEXT We are preparing for our next opponent. Use ONLY the information in the uploaded stat sheet(s). Assume this is high school basketball. SPECIFIC REQUIREMENTS 1) Start with a 1-sentence “Opponent Identity.” 2) List Personnel Priorities: top 3 scoring/impact players with how to guard each. 3) Team Tendencies: - Offense: what they try to do and where shots come from - Defense: what they run (press/zone/man/switching) and what they’re trying to force 4) Our Game Plan: - 3 offensive keys vs their defense - 3 defensive keys vs their offense 5) Special Situations: - Press-break reminders if they press - OOB alerts if shown 6) Finish with a “One-Liner to Tell the Team.” 7) Output in OUTLINE form, clean enough to print. BOUNDARIES Do not add players, stats, or schemes that are not shown on the sheet.

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