Compatibility review is the checkpoint before adoption. It looks for schema problems, instruction conflicts, permission issues, memory exposure changes, tool access concerns, and risk score thresholds.
The point is simple: do not let an AI blindly absorb a new identity, memory, or capability. Preview the change first.