Test and preview monitoring configurations for data assets.
npx skills add https://github.com/anomalyarmor/agents --skill armor-test
Please help me install this Agent Skill. Skill: armor-test Source: https://github.com/anomalyarmor/agents/tree/main/skills/test Command: npx skills add https://github.com/anomalyarmor/agents --skill armor-test
This Skill prevents alert fatigue and ensures effective monitoring by allowing users to test and preview proposed configurations before they are fully enabled.
Use the armor-test skill to dry-run a freshness threshold of 4 hours for the public.orders table.
High-intent search queries and answers about installing and using this skill.
You can test monitoring configurations by running a dry run against historical data to preview alert frequency and evaluate the impact of proposed rule changes before enabling them.
A dry run for data freshness thresholds simulates how often alerts would fire based on historical data, allowing you to validate proposed thresholds without triggering actual alerts.
Prevent alert fatigue by previewing alert rules and testing metric-based anomaly detection thresholds on historical events to ensure they do not trigger excessively before full deployment.
Yes, you can preview alert rules by simulating the proposed configurations against historical data to see exactly which past events would have triggered an alert.
Yes, anomalyarmor supports testing metric-based anomaly detection rules by allowing you to evaluate the impact of proposed thresholds on historical data prior to activation.
michaelsvanbeekDetect unusual patterns in time-series, logs, and metric data.
lloydchangAggregate alerts from monitoring systems and compute incident severity.
ManfronEnricoForecast future values from historical time series data using ARIMA, Prophet, or Exponential Smoothing.
saajunaidEnforce data quality boundaries with schema validation, type checks, and business rules.
