customer-success-managerMonitors customer health, predicts churn risk, and identifies expansion opportunities using weighted scoring models for SaaS customer success. Use when analy...
Install via ClawdBot CLI:
clawdbot install alirezarezvani/customer-success-managerGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 20, 2026
A customer success team needs to update their monthly health dashboard for 500+ accounts. They run the health score calculator on customer usage and engagement data to generate health scores, classify accounts into green/yellow/red tiers, and identify trends for executive reporting.
Before QBRs, a CSM analyzes customer portfolios to predict churn risk using the churn risk analyzer. They input contract end dates and behavioral signals to prioritize at-risk accounts, then use expansion opportunity scorer on healthy accounts to identify upsell targets like seat upgrades or module additions.
A company notices declining engagement in its mid-market segment. They use the churn risk analyzer to score accounts based on usage decline and support issues, then run the health score calculator to validate scores and design targeted interventions like training sessions or check-ins to reduce churn.
A sales team wants to forecast expansion revenue for the next quarter. They use the expansion opportunity scorer on customer data including product usage and contract details to prioritize opportunities by segment (Enterprise, Mid-Market, SMB), generating a ranked list for outreach planning.
After onboarding new customers, a CSM monitors early health scores using the health score calculator with initial usage and engagement metrics. They track scores over time to ensure customers achieve value, flagging any red scores for immediate support to improve retention.
Companies charge recurring fees (e.g., monthly or annual) based on user seats or usage tiers. This skill helps monitor customer health to reduce churn and identify upsell opportunities, directly impacting Monthly Recurring Revenue (MRR) and Annual Recurring Revenue (ARR).
Firms sell multi-year licenses with tiered pricing for large organizations. The skill analyzes contract data and usage to predict renewal risks and expansion chances, supporting account management and revenue growth through add-ons or renewals.
Businesses bill customers based on actual usage metrics (e.g., API calls or data volume). The skill tracks usage trends via health scoring to ensure customers derive value, reducing churn and identifying opportunities to increase usage or upgrade plans.
💬 Integration Tip
Integrate the scripts into a CI/CD pipeline by running them sequentially with JSON outputs, using tools like cron jobs for automated monthly reports and data validation steps to ensure input schema compliance.
Scored Apr 19, 2026
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