activity-operations-method-lean-analytics

What problem does it solve? Activity operators often track too many metrics at once, misread data anomalies, and mistake vanity metrics like total downloads for real value. This Skill applies the Lean Analytics methodology to decide which single metric matters now and how to attribute data changes. ## Core Features & Use Cases - OMTM Selection: Identify the One Metric That Matters for the current stage so the team focuses on one actionable ratio instead of metric sprawl. - Growth Engine Positioning: Classify the activity as sticky, viral, or paid growth and select matching indicators. - Data Diagnosis: Use cohort analysis, funnel comparison, and vanity-metric detection to attribute anomalies in activity performance. - Use Case: After a campaign ends, you see total signups rose but are unsure if it worked. The Skill walks you through cohort comparison and funnel checks to judge whether the activity truly improved retention or just inflated a vanity number. ## Quick Start Describe your activity's current metrics and the anomaly you observed, and ask for a Lean Analytics diagnosis with an OMTM recommendation.