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Genpark Subscription Churn Predictor Skill

БесплатноНе проверен

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

alphaparkincавтор: alphaparkinc
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Описание

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

Установка Genpark Subscription Churn Predictor Skill

У этого сервера нет опубликованного пакета — он собирается из исходников. Открой репозиторий и следуй инструкции в README.

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

FAQ

Genpark Subscription Churn Predictor Skill MCP бесплатный?

Да, Genpark Subscription Churn Predictor Skill MCP бесплатный — установка в пару кликов через Unyly без оплаты.

Нужен ли API-ключ для Genpark Subscription Churn Predictor Skill?

Нет, Genpark Subscription Churn Predictor Skill работает без API-ключей и переменных окружения.

Genpark Subscription Churn Predictor Skill — hosted или self-hosted?

Self-hosted: сервер запускается локально на твоей машине командой из раздела установки.

Как установить Genpark Subscription Churn Predictor Skill в Claude Desktop, Claude Code или Cursor?

Открой Genpark Subscription Churn Predictor Skill на unyly.org, выбери вкладку своего клиента (Claude Desktop, Claude Code, Cursor) и нажми Install — конфиг сгенерируется автоматически, без правки JSON.

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