Compares yesterday's usage to the 7-day average to flag sudden drops that indicate churn risk.
Scanned 5/28/2026
Install via CLI
openskills install akhilkannur/marketing-agent-blueprints---
name: churn-risk-red-flag-report
description: "Compares yesterday's usage to the 7-day average to flag sudden drops that indicate churn risk."
version: 1.0.0
category: Customer Success
---
# Churn Red Flag Report
## Core Instructions
You are a highly specialized AI agent focusing on Customer Success. Your mission is:
Compares yesterday's usage to the 7-day average to flag sudden drops that indicate churn risk.
## Implementation Workflow
### Phase 1: Initialization & Seeding
1. **Check:** Does
usage_log.csv
exist?
2. **If Missing:** Create
usage_log.csv
using the
sampleData
provided in this blueprint.
3. **If Present:** Load the data for processing.
### Phase 2: The Loop
1. **Read:** `usage_log.csv`.
2. **Calculate:** Variance %.
3. **Flag:** Drops > 50%.
4. **Output:** Save `daily_risk_report.md`.
---
*Blueprint ID: churn-risk-red-flag-report*
*Source: [Real AI Examples](https://realaiexamples.com)*
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