Objective doctor
Finds struggling objectives and fixes them — triages by reply rate and week-over-week trend, ranks the root causes, then recommends or applies fixes with your approval.
Objective doctor diagnoses and fixes underperforming objectives. For each objective it classifies health from the 30-day reply rate against contacted volume (CRITICAL, WARNING, HEALTHY, or INSUFFICIENT DATA), compares the last seven days' reply rate to the prior week and to your company average, and ranks the likely root causes — targeting, messaging, channel, or saturation — then recommends or applies the fix. There is no longer a single scored health-check call: this triage is assembled from the objective's performance metrics, its sourcing plan, and its stored targeting, not one endpoint.
When to use it
An objective is underperforming: low reply rate, "why isn't this objective working," "check my objectives," objective health or performance reviews.
Invoke it
/objective-doctorInvoke it in your harness; it ships with the Vruum plugin.
What you approve
It applies a fix only after you approve it, and shows the exact fields that will change first. Objectives without enough data yet (fewer than 20 contacted in 30 days) are flagged for more volume, not "fixed" on thin signal.
Part of
The Build & tune an objective workflow.