C - Concise: Clear language; no filler or pleasantries L - Logical: Coherent order; no contradictions E - Explicit: Role, format, audience, success criteria; examples when needed A - Adaptive: Plan to iterate from results R - Reflective: Evaluate outputs; document what works
Before: "Please help me understand the sales data and maybe some insights. Thanks!" After: You are a sales operations analyst. Analyze Q4 sales data to identify top 3 factors driving churn increase 3%→7%. Output: (1) Three drivers + evidence, (2) Revenue impact, (3) Recommended actions. Focus on actionable insights for sales leadership.