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How to ThinkIn the Age of AI

Agent triggers must be observable or measurable — vague…

Define agent triggers as observable external events or measurable internal states rather than subjective feelings or abstract conditions, because vague triggers cannot be recognized reliably when they occur.

When This Fires

  • When designing any behavioral agent, habit, or implementation intention
  • When an existing agent isn't firing reliably — check trigger specificity first (Diagnose failing behavioral agents by component — trigger…)
  • When writing if-then plans for goal pursuit
  • When coaching someone whose behavioral commitments aren't activating

Common Failure Mode

Designing triggers around internal readiness: "When I feel focused enough, I'll start deep work." You never feel focused enough before starting — focus develops during the work. The trigger should be external: "When the 9am alarm sounds" or "When I close my email client." These fire regardless of how you feel, which is the point: the agent activates the behavior that produces the state, not the other way around.

The Protocol

(1) When designing an agent trigger, check: is it an observable external event (alarm, location, visible cue, completion of prior action) or a measurable internal state (specific physical sensation, countable occurrence)? If yes → good trigger. (2) If the trigger relies on subjective assessment ("when I feel...", "when I'm ready...") or abstract conditions ("when appropriate", "when possible") → redesign. (3) Convert subjective triggers to observable ones: "when I feel stressed" → "when I notice my shoulders are tense" or "after the third interruption in 30 minutes." (4) Convert abstract conditions to specific events: "when circumstances permit" → "Tuesday and Thursday at 2pm." (5) Test: would a camera or pedometer detect this trigger? If yes, it's observable enough to fire reliably.