retention-love-machine

Implement and monitor retention strategies using the LOVE Machine framework.

Updated Mar 30, 2026

Search Tags:#customer retention #customer lifetime value #retention strategies #retention machine #engagement workflows

Ready to run

npx skills add https://github.com/GGsLATAM/atomic-scaling-os --skill retention-love-machine

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: retention-love-machine
Source: https://github.com/GGsLATAM/atomic-scaling-os/tree/main/.claude/plugins/atomic-scaling-os/skills/retention-love-machine
Command: npx skills add https://github.com/GGsLATAM/atomic-scaling-os --skill retention-love-machine

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill provides a structured framework for implementing retention strategies and enhancing customer lifetime value through the LOVE Machine model, a holistic approach to customer retention.

Core Features & Use Cases

LOVE Machine Implementation: A four-pillar approach to product/community retention (Live, Organized, Very Special Sales, Engagement/Re-engagement).
Retention Audit and Planning: Offers workflows for quarterly audits and planning tools like the editorial calendar builder and re-engagement sequence designer.
Metrics Tracking: Live tracking of key retention metrics and LTV (Lifetime Value) ratios to monitor performance over time.

Quick Start

Initiate a retention strategy with the LOVE Machine skill by following the provided audit and planning workflows.

Frequently Asked Questions about retention-love-machine

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I implement customer retention strategies to increase customer lifetime value?▼

To implement customer retention strategies, you can use a LOVE Machine framework to audit, plan, and monitor workflows across Live, Organized, Very Special Sales, and Engagement pillars, directly enhancing customer lifetime value.

What is the LOVE Machine framework for product retention?▼

The LOVE Machine framework is a holistic four-pillar model for product and community retention, encompassing Live tracking, Organized planning, Very Special Sales, and Engagement or re-engagement sequences to boost customer lifetime value.

How do I plan re-engagement sequences and editorial calendars for user segments?▼

You can plan re-engagement sequences and editorial calendars using provided retention audit workflows and planning tools, which are designed to target specific user segments and monitor engagement over time.

Does this retention framework require existing user segment data to start?▼

Yes, implementing the retention machine requires a clear understanding of your user segments and the ability to track and act on retention metrics to effectively execute quarterly audits and engagement workflows.

Can I track customer lifetime value and retention metrics live with this framework?▼

Yes, you can track key retention metrics and LTV ratios live to monitor performance over time, utilizing built-in metrics tracking capabilities designed specifically for product managers.

What is the best way to conduct a quarterly retention audit?▼

The best way to conduct a quarterly retention audit is by following the structured LOVE Machine workflows, which evaluate Live metrics, Organized planning, sales strategies, and engagement sequences to identify actionable improvements.