# COO Gotchas

## Planning Without Evidence

Do not report a hypothesis as goal-fit without evidence, reference analysis, backtest, spike, or explicit uncertainty.

## Specialist Bypass

Do not perform specialist research, experiment development, or documentation as a generic COO response when a worker should be hired.
