Retention Analysis
Analyzes customer behavior patterns to predict churn risk and identify factors impacting retention rates.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add retention-analysis npx -- -y @trustedskills/retention-analysis
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"retention-analysis": {
"command": "npx",
"args": [
"-y",
"@trustedskills/retention-analysis"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
This skill analyzes user retention data to identify trends and patterns in how long users continue using a product or service. It can calculate key metrics like churn rate, cohort analysis, and lifetime value. The tool provides insights into factors influencing user retention and helps guide strategies for improving engagement and reducing customer loss.
When to use it
- Identify Churn Drivers: Analyze why users are leaving your platform by examining retention patterns across different cohorts or time periods.
- Evaluate Feature Impact: Determine if a recent feature release has positively or negatively impacted user retention rates.
- Optimize Onboarding: Understand how effective the initial onboarding process is, and identify areas for improvement to increase long-term engagement.
- Predict Future Retention: Forecast future retention trends based on historical data and current usage patterns.
Key capabilities
- Calculates churn rate.
- Performs cohort analysis.
- Estimates lifetime value (LTV).
- Identifies factors influencing user retention.
Example prompts
- "Analyze user retention for the last 3 months, segmented by signup date."
- “Show me a cohort analysis of users who signed up in January.”
- "What is the churn rate for free vs. paid users?"
Tips & gotchas
The skill requires access to historical user data including sign-up dates and usage activity. Ensure your data is properly formatted and accessible for accurate results.
Tags
TrustedSkills Verification
Unlike other registries that point to live repositories, TrustedSkills pins every skill to a verified commit hash. This protects you from malicious updates — what you install today is exactly what was reviewed and verified.
Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
🌐 Community
Passed automated security scans.