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improve-retention - Diagnose retention with the B=MAP behavior model

Diagnoses and addresses retention problems by applying the B=MAP behavior model, Ability Chain, prompt design, and Tiny Habits method.

Tags

Updated: 2026-09-29

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Diagnose retention problems
  • Analyze cohort retention curves
  • Design activation milestones
  • Reduce time-to-value
  • Identify behavior bottlenecks
  • Design event-tied prompts
  • Create tiny behavior steps
  • Score diagnostic rows

Inputs

  • Retention metrics
  • Cohort retention data
  • Onboarding flows
  • User behavior context
  • Target user aspirations

Outputs

  • Retention diagnosis
  • Diagnostic score
  • Failing-row analysis
  • Activation milestones
  • Behavior design changes
  • Prompt designs
  • Tiny habit recipes

Requirements

    Source

    • Spec: SKILL.md
    retention
    behavior design
    B=MAP
    onboarding
    activation
    cohort analysis
    habit formation
    Diagnose retention problems
    Analyze cohort retention curves
    Design activation milestones
    Reduce time-to-value
    Retention metrics
    Cohort retention data
    Onboarding flows
    Retention diagnosis
    Diagnostic score
    Failing-row analysis