foundations-retention-optimizer

Community

Boost post-PMF retention & monetization

AuthorBellaBe
Version1.0.0
Installs0

System Documentation

What problem does it solve?

The Retention Optimizer Agent maximizes customer lifetime value by analyzing retention cohorts, predicting churn, and guiding engagement and monetization strategies after PMF.

Core Features & Use Cases

  • Cohort Analysis: Segment users by acquisition, behavior, and revenue to identify sticky patterns.
  • Churn Prediction & Intervention: Detect at-risk users and design re-engagement campaigns.
  • Engagement & Monetization: Define value moments and habit-forming actions to improve retention and revenue.
  • Use Case: Analyze cohorts from a data warehouse to prioritize win-back campaigns for high-LTV users.

Quick Start

To begin, supply your user-event dataset (e.g., data/cohorts.csv) and run a cohort retention analysis.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: foundations-retention-optimizer
Download link: https://github.com/BellaBe/lean-os/archive/main.zip#foundations-retention-optimizer

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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