Churn Risk Detector
Detects churn signals from usage patterns and support tickets. Alerts CSMs early.
Template
Daily at 9am:
1. Pull account activity data from your analytics API
2. Check for churn signals:
- Login frequency dropped 50%+ vs last month
- No logins in 14+ days
- Multiple support tickets about the same issue
- Cancellation page visited (if tracked)
- Contract renewal in < 60 days with no engagement
3. Score each account: low risk, medium risk, high risk
4. High risk accounts: immediate alert to the account CSM
5. Medium risk: add to weekly review list
6. Daily report: accounts by risk tier, new signals detected
7. Weekly: churn risk trend, accounts saved vs lostSetup
- 1
Copy the HEARTBEAT.md content below into your OpenClaw workspace at `~/.openclaw/workspace/HEARTBEAT.md`.
- 2
Install the required skills: `clawhub install web_fetch`, `clawhub install gog`, `clawhub install message`.
- 3
Open your agent channel (Telegram or any connected channel) and send a message to confirm it's running.
- 4
Your agent will follow the schedule in HEARTBEAT.md automatically. Check back in 30 minutes to see it in action.
- 5
Customize the template: adjust timing, thresholds, and notification targets to fit your setup.
Tip: The template uses placeholder values like {your brand} or {repo}. Replace these with your actual values before saving.
Install commands
Save the template to your OpenClaw workspace, then install the required skills.
# 1. Save the template
cp <download> ~/.openclaw/workspace/HEARTBEAT.md
# 2. Install skills
clawhub install web_fetch
clawhub install gog
clawhub install messageVersion History
Framework
OpenclawSkills required
File type
Defines scheduled tasks. Runs on a heartbeat interval.
Version
Updated Mar 16, 2026
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