Workflows

Advisor pattern: cap how often the expensive model gets called, and catch drift

Run a cheap executor with a rarely-consulted expensive advisor, but enforce a hard cap on advisor calls per task and a drift-check before the executor can keep going, so the benchmark's 63% discount doesn't quietly erode into nothing.