Major transitions require full feedback loop recalibration — changed context invalidates proxy-outcome correlations

Why This Is a Rule

Every feedback loop embeds assumptions about context: your "exercise in the morning" loop assumes you have mornings free; your "weekly team check-in" loop assumes a specific team structure; your "track writing output" loop assumes a particular work rhythm. Major transitions — new job, new city, new relationship, new health status — change the context that these loops were calibrated for, potentially invalidating the proxy-outcome correlations they depend on.

A leading indicator that predicted performance in your old role may be meaningless in your new one. A behavioral trigger that fired reliably in your old apartment doesn't exist in the new space. A metric that tracked progress on your old goals doesn't map to your new objectives. Without explicit recalibration, you carry forward a measurement and behavioral system designed for a context that no longer exists.

The damage isn't that loops stop working — it's that they keep working but produce misleading signals. The exercise loop fires, but the old schedule no longer accommodates morning exercise. The metric dashboard shows green, but the metrics were designed for objectives you've moved past. The system produces false confidence while you operate in an unmonitored new context.

When This Fires

• Immediately after any major life transition: job change, relocation, relationship change, health event, role change
• When an established system "feels wrong" after a transition but you can't articulate why — stale calibration is likely
• During the first month of any new role or environment
• Complements Review new agents weekly, established ones monthly, and all agents after major context changes (context-triggered agent review) with loop-level recalibration

Common Failure Mode

Carrying forward all existing systems unchanged: "My productivity system worked great in my old job — I'll keep using it." The system was calibrated for a different context: different meetings, different output expectations, different energy patterns, different communication channels. Running the old system unchanged in the new context is like using last year's map on this year's roads — it looks right but doesn't match reality.

The Protocol

(1) When a major transition occurs, schedule a full feedback loop review within the first 2 weeks. (2) For each active loop, ask: "Does the context this loop was designed for still exist?" Check triggers (do they still occur?), standards (are they still appropriate?), metrics (are they still correlated with outcomes?), and adjustment rules (are they still applicable?). (3) Loops where context has changed → recalibrate: update triggers, standards, metrics, and rules for the new context. (4) Loops where context no longer exists → retire or redesign from scratch. (5) Expect to recalibrate 30-50% of loops after a major transition. If you're changing fewer, you're probably not examining carefully enough.