Can I pause alerts during maintenance windows?

Yes. You can temporarily disable individual monitoring rules or snooze all alerts for a specified period directly from the Automations panel. This prevents false alarms during planned downtime or deployments.

How quickly do alerts arrive after a breach?

Alert delivery depends on your check frequency and the notification channel. With a 5-minute check interval, the maximum delay is 5 minutes plus the delivery time of your chosen channel. Email typically arrives within seconds, and Slack or Discord messages are near-instant.

Can I create composite alerts that combine multiple metrics?

Yes. You can write a query that combines multiple metrics into a single check. For example, you could alert when revenue drops below target and error rate exceeds 5% at the same time, indicating a potential system issue affecting sales.

Data

KPI Monitoring: Alert on Threshold Breaches

Set thresholds on your most important metrics and let your OpenClaw agent notify you the moment something needs attention.

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What You Will Get

After this guide, your OpenClaw agent will continuously monitor your key performance indicators and fire alerts when any metric crosses a threshold you define. You will receive notifications through your preferred channels within moments of a breach, so you can respond before small issues become big problems.

The monitoring system supports upper and lower bounds, percentage changes, and rolling averages. You can set alerts on any numeric metric from your connected data sources, whether that is revenue dropping below a daily target, error rates spiking above normal, or signup counts falling outside expected ranges.

Each alert includes the current value, the threshold that was breached, the time of the breach, and a link to the relevant dashboard or data source. This context helps you assess severity and decide on next steps immediately without digging through data manually.

Step-by-Step Setup

Define your KPIs, set thresholds, and configure alert delivery.

Identify Your Key Metrics

Make a list of the metrics that matter most to your business or project. Typical KPIs include daily revenue, error rate, active users, conversion rate, and response time. Focus on metrics where a breach requires immediate action rather than metrics that are informational only.

Connect the Data Sources

Ensure each KPI has a connected data source in your OpenClaw agent on RunTheAgent. If you are tracking database metrics, connect your PostgreSQL or MySQL instance. If you are tracking API metrics, connect the relevant API endpoint. The agent needs reliable access to fresh data for monitoring to work.

Create Monitoring Rules

Open the Automations panel and create a new monitoring rule for each KPI. Specify the data source, the query that returns the metric value, and the check frequency. Shorter intervals catch breaches faster but increase the number of queries. A check every five minutes works well for most business metrics.

Set Threshold Values

For each rule, define the threshold that triggers an alert. You can set a static value like 'revenue below 1000' or a dynamic threshold like 'error rate more than 50% above the 7-day average.' Dynamic thresholds adapt to seasonal patterns and growth trends automatically.

Configure Alert Channels

Choose where alerts should be delivered. Options include email, Slack, Discord, SMS, or the RunTheAgent notification center. For critical KPIs, send alerts to multiple channels simultaneously to ensure someone sees them quickly.

Add Escalation Rules

For high-priority metrics, configure escalation. If the initial alert goes unacknowledged for a set period, the agent can escalate by sending a follow-up notification to a different channel or a different team member. This ensures critical breaches never go unnoticed.

Test the Alerts

Temporarily lower a threshold to trigger a test alert and verify that the notification arrives on all configured channels with the correct content. Confirm that the alert includes the metric name, current value, threshold, and timestamp. Reset the threshold to its production value after testing.

Tips and Best Practices

Avoid Alert Fatigue

Only create alerts for metrics that require action. If you set thresholds too aggressively, you will receive so many notifications that important ones get lost. Start conservative and tighten thresholds as you learn what matters.

Use Cooldown Periods

Configure a cooldown period so the agent does not send repeated alerts for the same ongoing breach. A 30-minute cooldown means you get one alert when the breach starts and another only if it persists beyond the cooldown window.

Document Your Thresholds

Keep a record of why each threshold was chosen and what the expected response should be. This helps new team members understand the alerting system and respond appropriately without guessing.

Review Thresholds Quarterly

As your business grows and patterns change, thresholds that once made sense may become too tight or too loose. Schedule a quarterly review to adjust values based on recent performance data.

Frequently Asked Questions

Real-Time Dashboards: PostgreSQL Data Quality Monitoring Reporting Automation: Scheduled Reports

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