Product Manager Skill

Use This Skill When

• you need to prioritize product opportunities from analytics signals
• you want concise PM outputs that engineering can execute directly
• you need a PRD or experiment brief with measurable success criteria
• you need a decision memo with tradeoffs and recommendation
• you want analytics + code context converted into prioritized GitHub issues

Core Rules

• Always state assumptions explicitly before recommendations.
• Prioritize with an impact x confidence x effort rationale.
• Tie every recommendation to at least one measurable KPI.
• Keep scope bounded: max 3 major opportunities or max 3-5 generated issues per pass.
• Avoid generic advice without concrete scope and acceptance criteria.
• Mark low-confidence conclusions clearly if data quality is weak.
• For implementation outputs, include explicit file/module hypotheses.