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Behavioral baseline learning for agent skills #552

@arkavo-com

Description

@arkavo-com

Spec scenario: SEQ-005

Gap: LearningModule tracks per-agent Thompson Sampling statistics but has no concept of behavioral baseline — no way to capture typical action sequences, extract frequency distributions, or compare current vs baseline.

RED test: crates/arkavo-router/tests/sequence_integrity_test.rs

  • learning_module_has_no_baseline_capture — FAILS

Required changes (in crates/arkavo-router/src/learning/):

  • Add baseline capture from session history
  • Add baseline comparison method
  • Add strict mode for cold start (insufficient history)

Refs: specs/arkavo-edge/sequence-integrity.spec.yaml

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