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Customer Success Manager

Skill Verified Active

Monitors customer health, predicts churn risk, and identifies expansion opportunities using weighted scoring models for SaaS customer success. Use when analyzing customer accounts, reviewing retention metrics, scoring at-risk customers, or when the user mentions churn, customer health scores, upsell opportunities, expansion revenue, retention analysis, or customer analytics. Runs three Python CLI tools to produce deterministic health scores, churn risk tiers, and prioritized expansion recommendations across Enterprise, Mid-Market, and SMB segments.

Purpose

To empower SaaS customer success teams with data-driven insights for proactive account management, retention analysis, and revenue growth.

Features

  • Multi-dimensional customer health scoring
  • Deterministic churn risk prediction
  • Prioritized expansion opportunity identification
  • Segment-aware benchmarking and scoring
  • Analysis across usage, engagement, support, and relationship metrics

Use Cases

  • Analyzing customer accounts for health status
  • Reviewing retention metrics and predicting churn
  • Scoring at-risk customers for intervention
  • Identifying upsell and expansion opportunities
  • Preparing for QBRs and executive reviews

Non-Goals

  • Real-time data analysis
  • Direct CRM integration
  • Predictive machine learning models
  • Automatic data export or CRM updates

Practices

  • Customer Health Scoring
  • Churn Prediction
  • Account Management
  • Revenue Expansion

Prerequisites

  • Python 3.7+

Installation

First, add the marketplace

/plugin marketplace add alirezarezvani/claude-skills
/plugin install business-growth@claude-code-skills

Quality Score

Verified
100 /100
Analyzed about 18 hours ago

Trust Signals

Last commitabout 21 hours ago
Stars14.6k
LicenseMIT
Status
View Source

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