Why does false positive triggers fail?

The most common reason false positive triggers fails: Adding so many qualifying conditions that the trigger never fires at all. This is the overcorrection — you swing from false positives to false negatives. The goal is not zero false positives. The goal is a false positive rate low enough that you still trust the trigger. If your guard clauses make the trigger too complex to remember or too narrow to activate, you've traded one failure mode for another.

The fix: Pick one behavioral trigger you currently use — a habit cue, an emotional response pattern, or an if-then rule you've set for yourself. Write down every context in which it fired over the past week. Mark each as 'correct fire' or 'false positive.' For each false positive, identify one qualifying condition that would have prevented it. Rewrite the trigger with that condition included.

The underlying principle is straightforward: When a trigger fires in the wrong context you need to add qualifying conditions.