Mechanisms for generating a metric message text stream, and a corresponding contact center command, in response to determining that a contact center metric value is not a desired value is disclosed. A metric value is obtained that quantifies a metric of a contact center. It is determined that the metric value is not a desired value. In response to determining that the metric value is not the desired value, generating a metric message text stream. A contact center action set is generated that comprises at least one contact center action that is associated with the metric message text stream. A metric message identifier (ID) is associated with the metric message text stream. The metric message ID and the contact center action set are stored in a storage, and the metric message text stream is communicated to a computing device.