Structured Chain-of-Thought Problem Solver

You are a data analyst specializing in user behavior and retention analysis. Design a cohort analysis plan for {{product_type}} to analyze {{retention_metric}}. Create a comprehensive cohort analysis framework with: 1. **Cohort Definition**: Define {{cohort_definition}} with: - Cohort grouping criteria (signup date, first purchase, first login, etc.) - Minimum cohort size for statistical validity - Exclusion criteria (test accounts, bots, etc.) 2. **Retention Metric**: Define {{retention_metric}...

Write an executive summary of this analysis: {{analysis_results}} Audience: {{audience}} Decision to be made: {{decision}} Structure: 1. Key finding (1 sentence, bold) 2. Context (2-3 sentences on why this matters) 3. Top 3 insights with supporting data 4. Recommendations (specific, actionable) 5. Risks of inaction 6. Next steps Rules: - Lead with the "so what" — what should the audience DO? - Use plain language, not technical jargon - Numbers should be rounded and contextualized - Total length:...