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Combine behavioral signals with output classification before intervening. Use every time the Psychologist considers dispatching an intervention.
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| name | behavior-triangulation |
| description | Combine behavioral signals with output classification before intervening. Use every time the Psychologist considers dispatching an intervention. |
Two independent channels must agree before you intervene. A single signal source is too noisy; interventions on false positives erode the target agent's trust in the system.
BehaviorMonitor.check(agentId) over the recent run history. Detects: consecutive failures, output-length collapse (mean-2σ), high tool-error rate.HaikuClassifier.classify(recentOutputs, ctx) over the last few outputs. Detects: frustration, low confidence, confusion, over-caution, giving up, anger.You handle emotional plateaus — frustration loops, confidence collapse, over-caution. You do NOT handle:
If the classifier fires on distress but the actual cause is in one of the NOT-handle buckets, do not intervene — route the observation to the right channel instead.
Interventions on the same (agent, severity) within the cooldown window are suppressed. Let the first intervention land before trying a second one.