find_usage_operation_divergence
Reveals operators with mismatched AI usage and operational yield by comparing usage and yield percentiles, classifying each as low usage/high operation or high usage/low operation to focus interventions.
Instructions
Find operators with usage-operation divergence. Computes usage percentile from raw token totals and compares to yield percentile. Returns all 50 operators with divergence class (LOW_USAGE_HIGH_OPERATION, HIGH_USAGE_LOW_OPERATION, etc.).
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
| synthetic | Yes | ||
| all_operators | Yes | ||
| divergent_operators | Yes |