cyberneticlibrary
← library

Classify allergen data with adversarial review

allergen-classify-missesworkflowsetup L2★0
KibaScan/kiba-app ↗
What it does

Classify allergen rows then verify with adversarial skeptics

Best for

Multi-pass allergen data cleanup when rules are complex and precision matters over speed

Inputs
  • · [object Object]
  • · [object Object]
Outputs
  • · [object Object]
Requires
  • · Claude Agent API
Preconditions

Load phase guards against truncation; each row has required schema fields

Failure modes

Agent hallucination on rule interpretation; loader returns wrong count; adversarial skeptics miss genuine misclassification

Trust signals
  • · 2-stage pipeline (classify + verify)
  • · Explicit escalation flag
  • · Deterministic schema validation