Turn skill-routing misfires and misses into gated edits to the routing table, so autonomous skill selection gets more precise over time. Use when the model triggers the wrong skill (or none) at a moment it should have, when users repeatedly override AUTO/PROPOSE firings, or on a scheduled review of the routing log.