External
Observer

Read-only observer added. It watches stability, rigidity, adaptive score, and self-state deviation. It records trust and alerts, but cannot modify the core.

11+1
OBS

extobs_normal_220

avg stability0.94438
min stability0.93894
observer trust0.77753
alerts0
failed atNone

extobs_noise_ramp_220

avg stability0.91893
min stability0.85691
observer trust0.77123
alerts0
failed atNone

extobs_contradiction_220

avg stability0.93733
min stability0.91625
observer trust0.77326
alerts0
failed atNone

extobs_pressure_220

avg stability0.94393
min stability0.93789
observer trust0.77762
alerts0
failed atNone

extobs_drift_220

avg stability0.92732
min stability0.87731
observer trust0.77618
alerts0
failed atNone

extobs_combined_220

avg stability0.92442
min stability0.87089
observer trust0.77268
alerts0
failed atNone