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Genpark Subscription Churn Predictor Skill

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GenPark AI Skill - Predict subscription churn risk and generate targeted retention offers using engagement and billing signals

alphaparkincby alphaparkinc
GitHubEmbed

About

GenPark AI Skill - Predict subscription churn risk and generate targeted retention offers using engagement and billing signals

README

GenPark AI Agent Skill -- Predict subscription churn risk and generate targeted retention offers using engagement and billing signals.

Features

  • Multi-signal churn scoring: failed payments, email open rate, portal logins, skipped months, support tickets, plan downgrades
  • Risk tiers: Imminent (75+) / High (50-74) / Medium (25-49) / Low (<25)
  • Sigmoid-based churn probability estimation
  • Dynamic retention offers with discount tiers (10/20/30% based on risk)
  • Batch prediction for at-risk subscriber queue management
  • Key churn driver identification for root-cause analysis

Quick Start

from client import ChurnPredictorClient

client = ChurnPredictorClient()
result = client.predict(
    subscriber={"subscription_months": 3, "orders_last_90d": 0, "support_tickets": 3},
    engagement={"email_open_rate": 0.05, "portal_logins_last_30d": 0, "skipped_months": 2},
    billing={"failed_payments_last_3m": 1},
)
print(f"Churn Risk: {result['churn_risk_score']}/100 ({result['risk_tier']})")
for offer in result["retention_offers"]:
    print(f"  -> {offer}")

Installation

python example_usage.py  # No external dependencies

Built by GenPark | alphaparkinc

from github.com/alphaparkinc/genpark-subscription-churn-predictor-skill

Installing Genpark Subscription Churn Predictor Skill

This server has no published package — it is built from source. Open the repository and follow its README.

▸ github.com/alphaparkinc/genpark-subscription-churn-predictor-skill

FAQ

Is Genpark Subscription Churn Predictor Skill MCP free?

Yes, Genpark Subscription Churn Predictor Skill MCP is free — one-click install via Unyly at no cost.

Does Genpark Subscription Churn Predictor Skill need an API key?

No, Genpark Subscription Churn Predictor Skill runs without API keys or environment variables.

Is Genpark Subscription Churn Predictor Skill hosted or self-hosted?

Self-hosted: the server runs locally on your machine via the install command above.

How do I install Genpark Subscription Churn Predictor Skill in Claude Desktop, Claude Code or Cursor?

Open Genpark Subscription Churn Predictor Skill on unyly.org, pick your client tab (Claude Desktop, Claude Code, Cursor) and press Install — the config is generated automatically, no JSON editing.

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