Precision Retention

Pattern

Retention improves when interventions target the exact layer where value breaks down.

Philosophy

Diagnose precisely before acting so fixes match the real failure mode.

Principle

Precise intervention creates durable retention.

Formula

Diagnosis → Precision → Retention

Identify the exact layer where retention is breaking before choosing an intervention.