InsightsFailureSignal

The failure category classification for this signal.

Type: String

Valid Values: execution-error-category-authentication | execution-error-category-resource-not-found | execution-error-category-service-errors | execution-error-category-rate-limiting | execution-error-category-formatting | execution-error-category-timeout | execution-error-category-resource-exhaustion | execution-error-category-environment | execution-error-category-tool-schema | task-instruction-category-non-compliance | task-instruction-category-problem-id | incorrect-actions-category-tool-selection | incorrect-actions-category-poor-information-retrieval | incorrect-actions-category-clarification | incorrect-actions-category-inappropriate-info-request | context-handling-error-category-context-handling-failures | hallucination-category-hall-capabilities | hallucination-category-hall-misunderstand | hallucination-category-hall-usage | hallucination-category-hall-history | hallucination-category-hall-params | hallucination-category-fabricate-tool-outputs | repetitive-behavior-category-repetition-tool | repetitive-behavior-category-repetition-info | repetitive-behavior-category-step-repetition | orchestration-related-errors-category-reasoning-mismatch | orchestration-related-errors-category-goal-deviation | orchestration-related-errors-category-premature-termination | orchestration-related-errors-category-unaware-termination | llm-output-category-nonsensical | configuration-mismatch-category-tool-definition | coding-use-case-specific-failure-types-category-edge-case-oversights | coding-use-case-specific-failure-types-category-dependency-issues | other

Required: Yes

The confidence score of the failure detection.

Type: Double

Required: Yes

The evidence supporting the failure detection.

Type: String

Required: Yes