airlock-app.netlify.app

find_anomalies

Find rows that are unusually large compared with the rest of their own category, using a z-score within each category. Categories with fewer than three rows are skipped. Highlights every outlier in the table. While the human has privacy mode on, only the count and the affected category names come back; with it off, the strongest outliers are listed with their amounts and z-scores.

Input schema

{
  "type": "object",
  "properties": {
    "threshold": {
      "type": "number",
      "description": "How many standard deviations above the category mean counts as unusual. Defaults to 2.5; raise it to be stricter, or lower it to surface milder variation."
    }
  }
}