churn-prediction

Analyze engagement and content performance to predict client churn risk.

Updated Feb 24, 2026
One-click install
npx skills add https://github.com/teodorboev/socialai --skill churn-prediction
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: churn-prediction
Source: https://github.com/teodorboev/socialai/tree/main/.opencode/skills/churn-prediction
Command: npx skills add https://github.com/teodorboev/socialai --skill churn-prediction

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill identifies clients at high risk of churning by analyzing engagement, content performance, and behavioral signals, enabling proactive retention efforts.

Core Features & Use Cases

  • Churn Risk Scoring: Calculates a comprehensive risk score based on multiple data points.
  • Automated Retention Workflows: Triggers targeted actions like win emails, strategy refreshes, and account manager alerts.
  • Use Case: Automatically detect a client whose platform engagement has dropped significantly and whose content performance is declining, then trigger a personalized win-back email campaign and alert their account manager.

Quick Start

Run the churn prediction agent to assess the churn risk for organization ID 'org_123'.

Frequently Asked Questions about churn-prediction

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

FAQPage Schema
How do I predict customer churn risk before cancellation?

To predict customer churn risk, the Skill monitors per-client platform engagement, content performance, and behavioral signals to calculate a comprehensive risk score. This identifies at-risk clients before cancellation, enabling proactive retention efforts.

What is the best way to protect MRR from dropping client engagement?

The best way to protect MRR is to automatically detect clients with declining engagement and content performance, then trigger targeted retention actions. Automated workflows include sending win-back emails, refreshing strategies, and alerting account managers.

How does churn risk scoring work for client accounts?

Churn risk scoring works by analyzing multiple data points like per-client platform engagement, content performance, and behavioral signals. It calculates a comprehensive risk score to flag clients showing signs of disengagement before cancellation.

Can I automate retention workflows for at-risk accounts?

Yes, you can automate retention workflows for at-risk accounts. Once a high churn risk score is detected, the system automatically triggers targeted actions like personalized win-back email campaigns, strategy refreshes, and account manager alerts.

Do I need an organization ID to start assessing account management churn factors?

Yes, you need a specific organization ID to start assessing account management churn factors. You run the churn prediction agent by providing a unique identifier, such as 'org_123', to evaluate that specific client's behavioral signals and risk score.