> ## Documentation Index
> Fetch the complete documentation index at: https://evalgate.com/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# Create quality quality

> Requires scopes: runs:write



## OpenAPI

````yaml /api-reference/openapi.json post /api/quality
openapi: 3.1.0
info:
  title: EvalGate API
  version: 3.7.6
  description: EvalGate API. See docs/api-contract.md for stability commitments.
servers:
  - url: https://evalgate.com
    description: Production
  - url: http://localhost:3000
    description: Local
security: []
paths:
  /api/quality:
    post:
      tags:
        - quality
      summary: Create quality quality
      description: 'Requires scopes: runs:write'
      operationId: post_quality
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/PostApiQualityRequest'
      responses:
        '200':
          description: Successful response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/PostApiQualityResponse200ApplicationJson'
        '400':
          $ref: '#/components/responses/ValidationError'
        '401':
          $ref: '#/components/responses/Unauthorized'
        '403':
          $ref: '#/components/responses/Forbidden'
        '404':
          $ref: '#/components/responses/NotFound'
        '409':
          $ref: '#/components/responses/Conflict'
        '429':
          $ref: '#/components/responses/RateLimited'
        '500':
          $ref: '#/components/responses/InternalError'
      security:
        - bearerAuth:
            - runs:write
components:
  schemas:
    PostApiQualityRequest:
      type: object
      properties:
        runId:
          type: number
        baseline:
          oneOf:
            - type: string
              enum:
                - production
            - type: string
              enum:
                - previous
            - type: string
              enum:
                - published
            - type: string
              enum:
                - auto
        minScore:
          type: number
        maxDrop:
          type: number
        warnDrop:
          type: number
        gateCheck:
          oneOf:
            - type: boolean
              enum:
                - false
            - type: boolean
              enum:
                - true
        persistCheckReport:
          oneOf:
            - type: boolean
              enum:
                - false
            - type: boolean
              enum:
                - true
        measurementGate:
          type: object
          properties:
            mode:
              oneOf:
                - type: string
                  enum:
                    - block
                - type: string
                  enum:
                    - warn
                - type: string
                  enum:
                    - observe
            allowedMeasurementStatuses:
              type: array
              items:
                type: string
            requireConclusiveInterval:
              oneOf:
                - type: boolean
                  enum:
                    - false
                - type: boolean
                  enum:
                    - true
            minimumSampleSize:
              type: number
            maximumEce:
              type: number
            minimumAgreement:
              type: number
            maximumPositionFlipRate:
              type: number
            requireCoverage:
              oneOf:
                - type: boolean
                  enum:
                    - false
                - type: boolean
                  enum:
                    - true
            allowedPredictiveValidityStatuses:
              type: array
              items:
                type: string
            maximumPredictiveValidityAgeDays:
              type: number
          additionalProperties: false
          required:
            - mode
      additionalProperties: false
      required:
        - runId
    PostApiQualityResponse200ApplicationJson:
      type: object
      properties:
        success:
          type: boolean
          enum:
            - true
        runId:
          type: number
        integrity:
          oneOf:
            - type: 'null'
            - type: object
              properties:
                summary:
                  type: object
                  properties:
                    byBehavior:
                      type: object
                      properties:
                        tool_use:
                          type: object
                          properties:
                            mean:
                              type: number
                            stdDev:
                              type: number
                            'n':
                              type: number
                            confidenceInterval:
                              oneOf:
                                - type: 'null'
                                - type: object
                                  properties:
                                    lower:
                                      type: number
                                    upper:
                                      type: number
                                    method:
                                      oneOf:
                                        - type: string
                                          enum:
                                            - normal
                                        - type: string
                                          enum:
                                            - wilson
                                  additionalProperties: false
                                  required:
                                    - lower
                                    - upper
                                    - method
                            composition:
                              type: object
                              properties:
                                percentageOfDataset:
                                  type: number
                              additionalProperties: false
                              required:
                                - percentageOfDataset
                            status:
                              oneOf:
                                - type: string
                                  enum:
                                    - valid
                                - type: string
                                  enum:
                                    - invalid
                                - type: string
                                  enum:
                                    - unstable
                            warnings:
                              type: array
                              items:
                                oneOf:
                                  - type: string
                                    enum:
                                      - metric_missing_data
                                  - type: string
                                    enum:
                                      - metric_low_confidence
                                  - type: string
                                    enum:
                                      - metric_invalid_sample
                                  - type: string
                                    enum:
                                      - metric_high_variance
                                  - type: string
                                    enum:
                                      - metric_drift_detected
                                  - type: string
                                    enum:
                                      - metric_inconsistency_detected
                                  - type: string
                                    enum:
                                      - metric_gaming_detected
                                  - type: string
                                    enum:
                                      - dataset_behavior_imbalance
                                  - type: string
                                    enum:
                                      - dataset_difficulty_imbalance
                                  - type: string
                                    enum:
                                      - dataset_behavior_unstable
                                  - type: string
                                    enum:
                                      - dataset_failure_origin_low
                                  - type: string
                                    enum:
                                      - dataset_synthetic_only
                                  - type: string
                                    enum:
                                      - coverage_gap_detected
                                  - type: string
                                    enum:
                                      - coverage_cluster_dominance
                                  - type: string
                                    enum:
                                      - shadow_harness_validation_failed
                                  - type: string
                                    enum:
                                      - shadow_harness_contract_mismatch
                          additionalProperties: false
                          required:
                            - mean
                            - stdDev
                            - 'n'
                            - confidenceInterval
                            - composition
                            - status
                            - warnings
                        classification:
                          type: object
                          properties:
                            mean:
                              type: number
                            stdDev:
                              type: number
                            'n':
                              type: number
                            confidenceInterval:
                              oneOf:
                                - type: 'null'
                                - type: object
                                  properties:
                                    lower:
                                      type: number
                                    upper:
                                      type: number
                                    method:
                                      oneOf:
                                        - type: string
                                          enum:
                                            - normal
                                        - type: string
                                          enum:
                                            - wilson
                                  additionalProperties: false
                                  required:
                                    - lower
                                    - upper
                                    - method
                            composition:
                              type: object
                              properties:
                                percentageOfDataset:
                                  type: number
                              additionalProperties: false
                              required:
                                - percentageOfDataset
                            status:
                              oneOf:
                                - type: string
                                  enum:
                                    - valid
                                - type: string
                                  enum:
                                    - invalid
                                - type: string
                                  enum:
                                    - unstable
                            warnings:
                              type: array
                              items:
                                oneOf:
                                  - type: string
                                    enum:
                                      - metric_missing_data
                                  - type: string
                                    enum:
                                      - metric_low_confidence
                                  - type: string
                                    enum:
                                      - metric_invalid_sample
                                  - type: string
                                    enum:
                                      - metric_high_variance
                                  - type: string
                                    enum:
                                      - metric_drift_detected
                                  - type: string
                                    enum:
                                      - metric_inconsistency_detected
                                  - type: string
                                    enum:
                                      - metric_gaming_detected
                                  - type: string
                                    enum:
                                      - dataset_behavior_imbalance
                                  - type: string
                                    enum:
                                      - dataset_difficulty_imbalance
                                  - type: string
                                    enum:
                                      - dataset_behavior_unstable
                                  - type: string
                                    enum:
                                      - dataset_failure_origin_low
                                  - type: string
                                    enum:
                                      - dataset_synthetic_only
                                  - type: string
                                    enum:
                                      - coverage_gap_detected
                                  - type: string
                                    enum:
                                      - coverage_cluster_dominance
                                  - type: string
                                    enum:
                                      - shadow_harness_validation_failed
                                  - type: string
                                    enum:
                                      - shadow_harness_contract_mismatch
                          additionalProperties: false
                          required:
                            - mean
                            - stdDev
                            - 'n'
                            - confidenceInterval
                            - composition
                            - status
                            - warnings
                        retrieval:
                          type: object
                          properties:
                            mean:
                              type: number
                            stdDev:
                              type: number
                            'n':
                              type: number
                            confidenceInterval:
                              oneOf:
                                - type: 'null'
                                - type: object
                                  properties:
                                    lower:
                                      type: number
                                    upper:
                                      type: number
                                    method:
                                      oneOf:
                                        - type: string
                                          enum:
                                            - normal
                                        - type: string
                                          enum:
                                            - wilson
                                  additionalProperties: false
                                  required:
                                    - lower
                                    - upper
                                    - method
                            composition:
                              type: object
                              properties:
                                percentageOfDataset:
                                  type: number
                              additionalProperties: false
                              required:
                                - percentageOfDataset
                            status:
                              oneOf:
                                - type: string
                                  enum:
                                    - valid
                                - type: string
                                  enum:
                                    - invalid
                                - type: string
                                  enum:
                                    - unstable
                            warnings:
                              type: array
                              items:
                                oneOf:
                                  - type: string
                                    enum:
                                      - metric_missing_data
                                  - type: string
                                    enum:
                                      - metric_low_confidence
                                  - type: string
                                    enum:
                                      - metric_invalid_sample
                                  - type: string
                                    enum:
                                      - metric_high_variance
                                  - type: string
                                    enum:
                                      - metric_drift_detected
                                  - type: string
                                    enum:
                                      - metric_inconsistency_detected
                                  - type: string
                                    enum:
                                      - metric_gaming_detected
                                  - type: string
                                    enum:
                                      - dataset_behavior_imbalance
                                  - type: string
                                    enum:
                                      - dataset_difficulty_imbalance
                                  - type: string
                                    enum:
                                      - dataset_behavior_unstable
                                  - type: string
                                    enum:
                                      - dataset_failure_origin_low
                                  - type: string
                                    enum:
                                      - dataset_synthetic_only
                                  - type: string
                                    enum:
                                      - coverage_gap_detected
                                  - type: string
                                    enum:
                                      - coverage_cluster_dominance
                                  - type: string
                                    enum:
                                      - shadow_harness_validation_failed
                                  - type: string
                                    enum:
                                      - shadow_harness_contract_mismatch
                          additionalProperties: false
                          required:
                            - mean
                            - stdDev
                            - 'n'
                            - confidenceInterval
                            - composition
                            - status
                            - warnings
                        extraction:
                          type: object
                          properties:
                            mean:
                              type: number
                            stdDev:
                              type: number
                            'n':
                              type: number
                            confidenceInterval:
                              oneOf:
                                - type: 'null'
                                - type: object
                                  properties:
                                    lower:
                                      type: number
                                    upper:
                                      type: number
                                    method:
                                      oneOf:
                                        - type: string
                                          enum:
                                            - normal
                                        - type: string
                                          enum:
                                            - wilson
                                  additionalProperties: false
                                  required:
                                    - lower
                                    - upper
                                    - method
                            composition:
                              type: object
                              properties:
                                percentageOfDataset:
                                  type: number
                              additionalProperties: false
                              required:
                                - percentageOfDataset
                            status:
                              oneOf:
                                - type: string
                                  enum:
                                    - valid
                                - type: string
                                  enum:
                                    - invalid
                                - type: string
                                  enum:
                                    - unstable
                            warnings:
                              type: array
                              items:
                                oneOf:
                                  - type: string
                                    enum:
                                      - metric_missing_data
                                  - type: string
                                    enum:
                                      - metric_low_confidence
                                  - type: string
                                    enum:
                                      - metric_invalid_sample
                                  - type: string
                                    enum:
                                      - metric_high_variance
                                  - type: string
                                    enum:
                                      - metric_drift_detected
                                  - type: string
                                    enum:
                                      - metric_inconsistency_detected
                                  - type: string
                                    enum:
                                      - metric_gaming_detected
                                  - type: string
                                    enum:
                                      - dataset_behavior_imbalance
                                  - type: string
                                    enum:
                                      - dataset_difficulty_imbalance
                                  - type: string
                                    enum:
                                      - dataset_behavior_unstable
                                  - type: string
                                    enum:
                                      - dataset_failure_origin_low
                                  - type: string
                                    enum:
                                      - dataset_synthetic_only
                                  - type: string
                                    enum:
                                      - coverage_gap_detected
                                  - type: string
                                    enum:
                                      - coverage_cluster_dominance
                                  - type: string
                                    enum:
                                      - shadow_harness_validation_failed
                                  - type: string
                                    enum:
                                      - shadow_harness_contract_mismatch
                          additionalProperties: false
                          required:
                            - mean
                            - stdDev
                            - 'n'
                            - confidenceInterval
                            - composition
                            - status
                            - warnings
                        multi_step_reasoning:
                          type: object
                          properties:
                            mean:
                              type: number
                            stdDev:
                              type: number
                            'n':
                              type: number
                            confidenceInterval:
                              oneOf:
                                - type: 'null'
                                - type: object
                                  properties:
                                    lower:
                                      type: number
                                    upper:
                                      type: number
                                    method:
                                      oneOf:
                                        - type: string
                                          enum:
                                            - normal
                                        - type: string
                                          enum:
                                            - wilson
                                  additionalProperties: false
                                  required:
                                    - lower
                                    - upper
                                    - method
                            composition:
                              type: object
                              properties:
                                percentageOfDataset:
                                  type: number
                              additionalProperties: false
                              required:
                                - percentageOfDataset
                            status:
                              oneOf:
                                - type: string
                                  enum:
                                    - valid
                                - type: string
                                  enum:
                                    - invalid
                                - type: string
                                  enum:
                                    - unstable
                            warnings:
                              type: array
                              items:
                                oneOf:
                                  - type: string
                                    enum:
                                      - metric_missing_data
                                  - type: string
                                    enum:
                                      - metric_low_confidence
                                  - type: string
                                    enum:
                                      - metric_invalid_sample
                                  - type: string
                                    enum:
                                      - metric_high_variance
                                  - type: string
                                    enum:
                                      - metric_drift_detected
                                  - type: string
                                    enum:
                                      - metric_inconsistency_detected
                                  - type: string
                                    enum:
                                      - metric_gaming_detected
                                  - type: string
                                    enum:
                                      - dataset_behavior_imbalance
                                  - type: string
                                    enum:
                                      - dataset_difficulty_imbalance
                                  - type: string
                                    enum:
                                      - dataset_behavior_unstable
                                  - type: string
                                    enum:
                                      - dataset_failure_origin_low
                                  - type: string
                                    enum:
                                      - dataset_synthetic_only
                                  - type: string
                                    enum:
                                      - coverage_gap_detected
                                  - type: string
                                    enum:
                                      - coverage_cluster_dominance
                                  - type: string
                                    enum:
                                      - shadow_harness_validation_failed
                                  - type: string
                                    enum:
                                      - shadow_harness_contract_mismatch
                          additionalProperties: false
                          required:
                            - mean
                            - stdDev
                            - 'n'
                            - confidenceInterval
                            - composition
                            - status
                            - warnings
                      additionalProperties: false
                      required:
                        - tool_use
                        - classification
                        - retrieval
                        - extraction
                        - multi_step_reasoning
                    byDifficulty:
                      type: object
                      properties:
                        medium:
                          type: object
                          properties:
                            mean:
                              type: number
                            stdDev:
                              type: number
                            'n':
                              type: number
                            confidenceInterval:
                              oneOf:
                                - type: 'null'
                                - type: object
                                  properties:
                                    lower:
                                      type: number
                                    upper:
                                      type: number
                                    method:
                                      oneOf:
                                        - type: string
                                          enum:
                                            - normal
                                        - type: string
                                          enum:
                                            - wilson
                                  additionalProperties: false
                                  required:
                                    - lower
                                    - upper
                                    - method
                            composition:
                              type: object
                              properties:
                                percentageOfDataset:
                                  type: number
                              additionalProperties: false
                              required:
                                - percentageOfDataset
                            status:
                              oneOf:
                                - type: string
                                  enum:
                                    - valid
                                - type: string
                                  enum:
                                    - invalid
                                - type: string
                                  enum:
                                    - unstable
                            warnings:
                              type: array
                              items:
                                oneOf:
                                  - type: string
                                    enum:
                                      - metric_missing_data
                                  - type: string
                                    enum:
                                      - metric_low_confidence
                                  - type: string
                                    enum:
                                      - metric_invalid_sample
                                  - type: string
                                    enum:
                                      - metric_high_variance
                                  - type: string
                                    enum:
                                      - metric_drift_detected
                                  - type: string
                                    enum:
                                      - metric_inconsistency_detected
                                  - type: string
                                    enum:
                                      - metric_gaming_detected
                                  - type: string
                                    enum:
                                      - dataset_behavior_imbalance
                                  - type: string
                                    enum:
                                      - dataset_difficulty_imbalance
                                  - type: string
                                    enum:
                                      - dataset_behavior_unstable
                                  - type: string
                                    enum:
                                      - dataset_failure_origin_low
                                  - type: string
                                    enum:
                                      - dataset_synthetic_only
                                  - type: string
                                    enum:
                                      - coverage_gap_detected
                                  - type: string
                                    enum:
                                      - coverage_cluster_dominance
                                  - type: string
                                    enum:
                                      - shadow_harness_validation_failed
                                  - type: string
                                    enum:
                                      - shadow_harness_contract_mismatch
                          additionalProperties: false
                          required:
                            - mean
                            - stdDev
                            - 'n'
                            - confidenceInterval
                            - composition
                            - status
                            - warnings
                        hard:
                          type: object
                          properties:
                            mean:
                              type: number
                            stdDev:
                              type: number
                            'n':
                              type: number
                            confidenceInterval:
                              oneOf:
                                - type: 'null'
                                - type: object
                                  properties:
                                    lower:
                                      type: number
                                    upper:
                                      type: number
                                    method:
                                      oneOf:
                                        - type: string
                                          enum:
                                            - normal
                                        - type: string
                                          enum:
                                            - wilson
                                  additionalProperties: false
                                  required:
                                    - lower
                                    - upper
                                    - method
                            composition:
                              type: object
                              properties:
                                percentageOfDataset:
                                  type: number
                              additionalProperties: false
                              required:
                                - percentageOfDataset
                            status:
                              oneOf:
                                - type: string
                                  enum:
                                    - valid
                                - type: string
                                  enum:
                                    - invalid
                                - type: string
                                  enum:
                                    - unstable
                            warnings:
                              type: array
                              items:
                                oneOf:
                                  - type: string
                                    enum:
                                      - metric_missing_data
                                  - type: string
                                    enum:
                                      - metric_low_confidence
                                  - type: string
                                    enum:
                                      - metric_invalid_sample
                                  - type: string
                                    enum:
                                      - metric_high_variance
                                  - type: string
                                    enum:
                                      - metric_drift_detected
                                  - type: string
                                    enum:
                                      - metric_inconsistency_detected
                                  - type: string
                                    enum:
                                      - metric_gaming_detected
                                  - type: string
                                    enum:
                                      - dataset_behavior_imbalance
                                  - type: string
                                    enum:
                                      - dataset_difficulty_imbalance
                                  - type: string
                                    enum:
                                      - dataset_behavior_unstable
                                  - type: string
                                    enum:
                                      - dataset_failure_origin_low
                                  - type: string
                                    enum:
                                      - dataset_synthetic_only
                                  - type: string
                                    enum:
                                      - coverage_gap_detected
                                  - type: string
                                    enum:
                                      - coverage_cluster_dominance
                                  - type: string
                                    enum:
                                      - shadow_harness_validation_failed
                                  - type: string
                                    enum:
                                      - shadow_harness_contract_mismatch
                          additionalProperties: false
                          required:
                            - mean
                            - stdDev
                            - 'n'
                            - confidenceInterval
                            - composition
                            - status
                            - warnings
                        easy:
                          type: object
                          properties:
                            mean:
                              type: number
                            stdDev:
                              type: number
                            'n':
                              type: number
                            confidenceInterval:
                              oneOf:
                                - type: 'null'
                                - type: object
                                  properties:
                                    lower:
                                      type: number
                                    upper:
                                      type: number
                                    method:
                                      oneOf:
                                        - type: string
                                          enum:
                                            - normal
                                        - type: string
                                          enum:
                                            - wilson
                                  additionalProperties: false
                                  required:
                                    - lower
                                    - upper
                                    - method
                            composition:
                              type: object
                              properties:
                                percentageOfDataset:
                                  type: number
                              additionalProperties: false
                              required:
                                - percentageOfDataset
                            status:
                              oneOf:
                                - type: string
                                  enum:
                                    - valid
                                - type: string
                                  enum:
                                    - invalid
                                - type: string
                                  enum:
                                    - unstable
                            warnings:
                              type: array
                              items:
                                oneOf:
                                  - type: string
                                    enum:
                                      - metric_missing_data
                                  - type: string
                                    enum:
                                      - metric_low_confidence
                                  - type: string
                                    enum:
                                      - metric_invalid_sample
                                  - type: string
                                    enum:
                                      - metric_high_variance
                                  - type: string
                                    enum:
                                      - metric_drift_detected
                                  - type: string
                                    enum:
                                      - metric_inconsistency_detected
                                  - type: string
                                    enum:
                                      - metric_gaming_detected
                                  - type: string
                                    enum:
                                      - dataset_behavior_imbalance
                                  - type: string
                                    enum:
                                      - dataset_difficulty_imbalance
                                  - type: string
                                    enum:
                                      - dataset_behavior_unstable
                                  - type: string
                                    enum:
                                      - dataset_failure_origin_low
                                  - type: string
                                    enum:
                                      - dataset_synthetic_only
                                  - type: string
                                    enum:
                                      - coverage_gap_detected
                                  - type: string
                                    enum:
                                      - coverage_cluster_dominance
                                  - type: string
                                    enum:
                                      - shadow_harness_validation_failed
                                  - type: string
                                    enum:
                                      - shadow_harness_contract_mismatch
                          additionalProperties: false
                          required:
                            - mean
                            - stdDev
                            - 'n'
                            - confidenceInterval
                            - composition
                            - status
                            - warnings
                        flaky:
                          type: object
                          properties:
                            mean:
                              type: number
                            stdDev:
                              type: number
                            'n':
                              type: number
                            confidenceInterval:
                              oneOf:
                                - type: 'null'
                                - type: object
                                  properties:
                                    lower:
                                      type: number
                                    upper:
                                      type: number
                                    method:
                                      oneOf:
                                        - type: string
                                          enum:
                                            - normal
                                        - type: string
                                          enum:
                                            - wilson
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                                            - method
                                    composition:
                                      type: object
                                      properties:
                                        percentageOfDataset:
                                          type: number
                                      additionalProperties: false
                                      required:
                                        - percentageOfDataset
                                    status:
                                      oneOf:
                                        - type: string
                                          enum:
                                            - valid
                                        - type: string
                                          enum:
                                            - invalid
                                        - type: string
                                          enum:
                                            - unstable
                                    warnings:
                                      type: array
                                      items:
                                        oneOf:
                                          - type: string
                                            enum:
                                              - metric_missing_data
                                          - type: string
                                            enum:
                                              - metric_low_confidence
                                          - type: string
                                            enum:
                                              - metric_invalid_sample
                                          - type: string
                                            enum:
                                              - metric_high_variance
                                          - type: string
                                            enum:
                                              - metric_drift_detected
                                          - type: string
                                            enum:
                                              - metric_inconsistency_detected
                                          - type: string
                                            enum:
                                              - metric_gaming_detected
                                          - type: string
                                            enum:
                                              - dataset_behavior_imbalance
                                          - type: string
                                            enum:
                                              - dataset_difficulty_imbalance
                                          - type: string
                                            enum:
                                              - dataset_behavior_unstable
                                          - type: string
                                            enum:
                                              - dataset_failure_origin_low
                                          - type: string
                                            enum:
                                              - dataset_synthetic_only
                                          - type: string
                                            enum:
                                              - coverage_gap_detected
                                          - type: string
                                            enum:
                                              - coverage_cluster_dominance
                                          - type: string
                                            enum:
                                              - shadow_harness_validation_failed
                                          - type: string
                                            enum:
                                              - shadow_harness_contract_mismatch
                                  additionalProperties: false
                                  required:
                                    - mean
                                    - stdDev
                                    - 'n'
                                    - confidenceInterval
                                    - composition
                                    - status
                                    - warnings
                                memory_sensitive:
                                  type: object
                                  properties:
                                    mean:
                                      type: number
                                    stdDev:
                                      type: number
                                    'n':
                                      type: number
                                    confidenceInterval:
                                      oneOf:
                                        - type: 'null'
                                        - type: object
                                          properties:
                                            lower:
                                              type: number
                                            upper:
                                              type: number
                                            method:
                                              oneOf:
                                                - type: string
                                                  enum:
                                                    - normal
                                                - type: string
                                                  enum:
                                                    - wilson
                                          additionalProperties: false
                                          required:
                                            - lower
                                            - upper
                                            - method
                                    composition:
                                      type: object
                                      properties:
                                        percentageOfDataset:
                                          type: number
                                      additionalProperties: false
                                      required:
                                        - percentageOfDataset
                                    status:
                                      oneOf:
                                        - type: string
                                          enum:
                                            - valid
                                        - type: string
                                          enum:
                                            - invalid
                                        - type: string
                                          enum:
                                            - unstable
                                    warnings:
                                      type: array
                                      items:
                                        oneOf:
                                          - type: string
                                            enum:
                                              - metric_missing_data
                                          - type: string
                                            enum:
                                              - metric_low_confidence
                                          - type: string
                                            enum:
                                              - metric_invalid_sample
                                          - type: string
                                            enum:
                                              - metric_high_variance
                                          - type: string
                                            enum:
                                              - metric_drift_detected
                                          - type: string
                                            enum:
                                              - metric_inconsistency_detected
                                          - type: string
                                            enum:
                                              - metric_gaming_detected
                                          - type: string
                                            enum:
                                              - dataset_behavior_imbalance
                                          - type: string
                                            enum:
                                              - dataset_difficulty_imbalance
                                          - type: string
                                            enum:
                                              - dataset_behavior_unstable
                                          - type: string
                                            enum:
                                              - dataset_failure_origin_low
                                          - type: string
                                            enum:
                                              - dataset_synthetic_only
                                          - type: string
                                            enum:
                                              - coverage_gap_detected
                                          - type: string
                                            enum:
                                              - coverage_cluster_dominance
                                          - type: string
                                            enum:
                                              - shadow_harness_validation_failed
                                          - type: string
                                            enum:
                                              - shadow_harness_contract_mismatch
                                  additionalProperties: false
                                  required:
                                    - mean
                                    - stdDev
                                    - 'n'
                                    - confidenceInterval
                                    - composition
                                    - status
                                    - warnings
                                parallel_tool_use:
                                  type: object
                                  properties:
                                    mean:
                                      type: number
                                    stdDev:
                                      type: number
                                    'n':
                                      type: number
                                    confidenceInterval:
                                      oneOf:
                                        - type: 'null'
                                        - type: object
                                          properties:
                                            lower:
                                              type: number
                                            upper:
                                              type: number
                                            method:
                                              oneOf:
                                                - type: string
                                                  enum:
                                                    - normal
                                                - type: string
                                                  enum:
                                                    - wilson
                                          additionalProperties: false
                                          required:
                                            - lower
                                            - upper
                                            - method
                                    composition:
                                      type: object
                                      properties:
                                        percentageOfDataset:
                                          type: number
                                      additionalProperties: false
                                      required:
                                        - percentageOfDataset
                                    status:
                                      oneOf:
                                        - type: string
                                          enum:
                                            - valid
                                        - type: string
                                          enum:
                                            - invalid
                                        - type: string
                                          enum:
                                            - unstable
                                    warnings:
                                      type: array
                                      items:
                                        oneOf:
                                          - type: string
                                            enum:
                                              - metric_missing_data
                                          - type: string
                                            enum:
                                              - metric_low_confidence
                                          - type: string
                                            enum:
                                              - metric_invalid_sample
                                          - type: string
                                            enum:
                                              - metric_high_variance
                                          - type: string
                                            enum:
                                              - metric_drift_detected
                                          - type: string
                                            enum:
                                              - metric_inconsistency_detected
                                          - type: string
                                            enum:
                                              - metric_gaming_detected
                                          - type: string
                                            enum:
                                              - dataset_behavior_imbalance
                                          - type: string
                                            enum:
                                              - dataset_difficulty_imbalance
                                          - type: string
                                            enum:
                                              - dataset_behavior_unstable
                                          - type: string
                                            enum:
                                              - dataset_failure_origin_low
                                          - type: string
                                            enum:
                                              - dataset_synthetic_only
                                          - type: string
                                            enum:
                                              - coverage_gap_detected
                                          - type: string
                                            enum:
                                              - coverage_cluster_dominance
                                          - type: string
                                            enum:
                                              - shadow_harness_validation_failed
                                          - type: string
                                            enum:
                                              - shadow_harness_contract_mismatch
                                  additionalProperties: false
                                  required:
                                    - mean
                                    - stdDev
                                    - 'n'
                                    - confidenceInterval
                                    - composition
                                    - status
                                    - warnings
                              additionalProperties: false
                              required:
                                - approval_gated_mutation
                                - background_execution
                                - recovery_required
                                - policy_conflict
                                - handoff_heavy
                                - memory_sensitive
                                - parallel_tool_use
                          additionalProperties: false
                          required:
                            - byAutonomy
                            - byWorkflowClass
                      additionalProperties: false
                      required:
                        - axes
                        - slices
                    metadata:
                      type: object
                      properties:
                        totalCases:
                          type: number
                        evaluatedAt:
                          type: string
                        evaluationRunId:
                          oneOf:
                            - type: 'null'
                            - type: number
                        uncategorizedBehaviorCount:
                          type: number
                        uncategorizedDifficultyCount:
                          type: number
                      additionalProperties: false
                      required:
                        - totalCases
                        - evaluatedAt
                        - evaluationRunId
                        - uncategorizedBehaviorCount
                        - uncategorizedDifficultyCount
                  additionalProperties: false
                  required:
                    - byBehavior
                    - byDifficulty
                    - metadata
                datasetIntegrity:
                  type: object
                  properties:
                    behaviorDistribution:
                      type: object
                      properties:
                        tool_use:
                          type: number
                        classification:
                          type: number
                        retrieval:
                          type: number
                        extraction:
                          type: number
                        multi_step_reasoning:
                          type: number
                      additionalProperties: false
                      required:
                        - tool_use
                        - classification
                        - retrieval
                        - extraction
                        - multi_step_reasoning
                    difficultyDistribution:
                      type: object
                      properties:
                        medium:
                          type: number
                        hard:
                          type: number
                        easy:
                          type: number
                        flaky:
                          type: number
                      additionalProperties: false
                      required:
                        - medium
                        - hard
                        - easy
                        - flaky
                    failureOriginShare:
                      type: number
                    syntheticOnly:
                      type: boolean
                    coverageWarnings:
                      type: array
                      items:
                        oneOf:
                          - type: string
                            enum:
                              - metric_missing_data
                          - type: string
                            enum:
                              - metric_low_confidence
                          - type: string
                            enum:
                              - metric_invalid_sample
                          - type: string
                            enum:
                              - metric_high_variance
                          - type: string
                            enum:
                              - metric_drift_detected
                          - type: string
                            enum:
                              - metric_inconsistency_detected
                          - type: string
                            enum:
                              - metric_gaming_detected
                          - type: string
                            enum:
                              - dataset_behavior_imbalance
                          - type: string
                            enum:
                              - dataset_difficulty_imbalance
                          - type: string
                            enum:
                              - dataset_behavior_unstable
                          - type: string
                            enum:
                              - dataset_failure_origin_low
                          - type: string
                            enum:
                              - dataset_synthetic_only
                          - type: string
                            enum:
                              - coverage_gap_detected
                          - type: string
                            enum:
                              - coverage_cluster_dominance
                          - type: string
                            enum:
                              - shadow_harness_validation_failed
                          - type: string
                            enum:
                              - shadow_harness_contract_mismatch
                  additionalProperties: false
                  required:
                    - behaviorDistribution
                    - difficultyDistribution
                    - failureOriginShare
                    - syntheticOnly
                    - coverageWarnings
                metricValidity:
                  type: object
                  properties:
                    historicalSnapshotsChecked:
                      type: number
                    driftSignals:
                      type: array
                      items:
                        type: object
                        properties:
                          metric:
                            type: string
                          currentMean:
                            type: number
                          previousMean:
                            type: number
                          delta:
                            type: number
                          triggered:
                            type: boolean
                        additionalProperties: false
                        required:
                          - metric
                          - currentMean
                          - previousMean
                          - delta
                          - triggered
                    improvementWithoutFailureReduction:
                      type: boolean
                  additionalProperties: false
                  required:
                    - historicalSnapshotsChecked
                    - driftSignals
                    - improvementWithoutFailureReduction
                antiGaming:
                  type: object
                  properties:
                    improvedEasyBucketOnly:
                      type: boolean
                    failureDistributionStagnant:
                      type: boolean
                    redundancyIncreaseWithScoreGain:
                      type: boolean
                    detected:
                      type: boolean
                  additionalProperties: false
                  required:
                    - improvedEasyBucketOnly
                    - failureDistributionStagnant
                    - redundancyIncreaseWithScoreGain
                    - detected
                coverageIntegrity:
                  type: object
                  properties:
                    coverageByBehavior:
                      type: object
                      properties:
                        tool_use:
                          type: number
                        classification:
                          type: number
                        retrieval:
                          type: number
                        extraction:
                          type: number
                        multi_step_reasoning:
                          type: number
                      additionalProperties: false
                      required:
                        - tool_use
                        - classification
                        - retrieval
                        - extraction
                        - multi_step_reasoning
                    dominantFailureMode:
                      type: object
                      properties:
                        mode:
                          oneOf:
                            - type: 'null'
                            - type: string
                        share:
                          type: number
                      additionalProperties: false
                      required:
                        - mode
                        - share
                    lowFailureDiversity:
                      type: boolean
                  additionalProperties: false
                  required:
                    - coverageByBehavior
                    - dominantFailureMode
                    - lowFailureDiversity
                lifecycle:
                  type: object
                  properties:
                    counts:
                      type: object
                      properties:
                        active:
                          type: number
                        validated:
                          type: number
                        superseded:
                          type: number
                        deprecated:
                          type: number
                        archived:
                          type: number
                        candidate:
                          type: number
                        active_gate:
                          type: number
                      additionalProperties: false
                      required:
                        - active
                        - validated
                        - superseded
                        - deprecated
                        - archived
                        - candidate
                        - active_gate
                    recommendedTransitions:
                      type: array
                      items:
                        type: object
                        properties:
                          testCaseId:
                            type: number
                          currentState:
                            oneOf:
                              - type: string
                                enum:
                                  - active
                              - type: string
                                enum:
                                  - validated
                              - type: string
                                enum:
                                  - superseded
                              - type: string
                                enum:
                                  - deprecated
                              - type: string
                                enum:
                                  - archived
                              - type: string
                                enum:
                                  - candidate
                              - type: string
                                enum:
                                  - active_gate
                          nextState:
                            oneOf:
                              - type: string
                                enum:
                                  - active
                              - type: string
                                enum:
                                  - validated
                              - type: string
                                enum:
                                  - superseded
                              - type: string
                                enum:
                                  - deprecated
                              - type: string
                                enum:
                                  - archived
                              - type: string
                                enum:
                                  - candidate
                              - type: string
                                enum:
                                  - active_gate
                          reason:
                            oneOf:
                              - type: string
                                enum:
                                  - manual_approval
                              - type: string
                                enum:
                                  - consistent_failures
                              - type: string
                                enum:
                                  - activated_for_ci
                              - type: string
                                enum:
                                  - low_signal
                              - type: string
                                enum:
                                  - unused_for_cycles
                              - type: string
                                enum:
                                  - reactivated_by_failure
                              - type: string
                                enum:
                                  - reactivated_by_manual_review
                              - type: string
                                enum:
                                  - no_transition
                        additionalProperties: false
                        required:
                          - testCaseId
                          - currentState
                          - nextState
                          - reason
                  additionalProperties: false
                  required:
                    - counts
                    - recommendedTransitions
                warnings:
                  type: array
                  items:
                    type: object
                    properties:
                      code:
                        oneOf:
                          - type: string
                            enum:
                              - metric_missing_data
                          - type: string
                            enum:
                              - metric_low_confidence
                          - type: string
                            enum:
                              - metric_invalid_sample
                          - type: string
                            enum:
                              - metric_high_variance
                          - type: string
                            enum:
                              - metric_drift_detected
                          - type: string
                            enum:
                              - metric_inconsistency_detected
                          - type: string
                            enum:
                              - metric_gaming_detected
                          - type: string
                            enum:
                              - dataset_behavior_imbalance
                          - type: string
                            enum:
                              - dataset_difficulty_imbalance
                          - type: string
                            enum:
                              - dataset_behavior_unstable
                          - type: string
                            enum:
                              - dataset_failure_origin_low
                          - type: string
                            enum:
                              - dataset_synthetic_only
                          - type: string
                            enum:
                              - coverage_gap_detected
                          - type: string
                            enum:
                              - coverage_cluster_dominance
                          - type: string
                            enum:
                              - shadow_harness_validation_failed
                          - type: string
                            enum:
                              - shadow_harness_contract_mismatch
                      severity:
                        oneOf:
                          - type: string
                            enum:
                              - critical
                          - type: string
                            enum:
                              - info
                          - type: string
                            enum:
                              - warning
                      message:
                        type: string
                      context:
                        type: object
                        additionalProperties:
                          $ref: '#/components/schemas/JsonValue'
                    additionalProperties: false
                    required:
                      - code
                      - severity
                      - message
                events:
                  type: array
                  items:
                    type: object
                    properties:
                      type:
                        oneOf:
                          - type: string
                            enum:
                              - metric_drift_detected
                          - type: string
                            enum:
                              - metric_gaming_detected
                          - type: string
                            enum:
                              - dataset_integrity_warning
                          - type: string
                            enum:
                              - eval_case_promoted
                          - type: string
                            enum:
                              - eval_case_deprecated
                          - type: string
                            enum:
                              - eval_case_archived
                          - type: string
                            enum:
                              - eval_case_reactivated
                      message:
                        type: string
                      context:
                        type: object
                        additionalProperties:
                          $ref: '#/components/schemas/JsonValue'
                    additionalProperties: false
                    required:
                      - type
                      - message
                metadata:
                  type: object
                  properties:
                    totalWarnings:
                      type: number
                    refreshedAt:
                      type: string
                    sourceTrajectoryMetricsAvailable:
                      type: boolean
                    overallPassRate:
                      type: number
                    averageTrajectoryRedundancy:
                      oneOf:
                        - type: 'null'
                        - type: number
                  additionalProperties: false
                  required:
                    - totalWarnings
                    - refreshedAt
                    - sourceTrajectoryMetricsAvailable
                    - overallPassRate
                    - averageTrajectoryRedundancy
              additionalProperties: false
              required:
                - summary
                - datasetIntegrity
                - metricValidity
                - antiGaming
                - coverageIntegrity
                - lifecycle
                - warnings
                - events
                - metadata
        workflowCoverage:
          oneOf:
            - type: 'null'
            - type: object
              properties:
                totalCases:
                  type: number
                agentWorkflowCases:
                  type: number
                coverageRate:
                  type: number
                workflowClassDistribution:
                  type: object
                  properties:
                    approval_gated_mutation:
                      type: number
                    background_execution:
                      type: number
                    recovery_required:
                      type: number
                    policy_conflict:
                      type: number
                    handoff_heavy:
                      type: number
                    memory_sensitive:
                      type: number
                    parallel_tool_use:
                      type: number
                  additionalProperties: false
                  required:
                    - approval_gated_mutation
                    - background_execution
                    - recovery_required
                    - policy_conflict
                    - handoff_heavy
                    - memory_sensitive
                    - parallel_tool_use
                autonomyDistribution:
                  type: object
                  properties:
                    manual:
                      type: number
                    default_approvals:
                      type: number
                    bypass_approvals:
                      type: number
                    autopilot:
                      type: number
                  additionalProperties: false
                  required:
                    - manual
                    - default_approvals
                    - bypass_approvals
                    - autopilot
                generatedCandidateCount:
                  type: number
                experimentRecipeCount:
                  type: number
                gaps:
                  type: array
                  items:
                    type: object
                    properties:
                      id:
                        type: string
                      workflowClass:
                        oneOf:
                          - type: string
                            enum:
                              - approval_gated_mutation
                          - type: string
                            enum:
                              - background_execution
                          - type: string
                            enum:
                              - recovery_required
                          - type: string
                            enum:
                              - policy_conflict
                          - type: string
                            enum:
                              - handoff_heavy
                          - type: string
                            enum:
                              - memory_sensitive
                          - type: string
                            enum:
                              - parallel_tool_use
                      severity:
                        oneOf:
                          - type: string
                            enum:
                              - critical
                          - type: string
                            enum:
                              - info
                          - type: string
                            enum:
                              - warning
                      description:
                        type: string
                      recommendation:
                        type: string
                    additionalProperties: false
                    required:
                      - id
                      - workflowClass
                      - severity
                      - description
                      - recommendation
              additionalProperties: false
              required:
                - totalCases
                - agentWorkflowCases
                - coverageRate
                - workflowClassDistribution
                - autonomyDistribution
                - generatedCandidateCount
                - experimentRecipeCount
                - gaps
        gateResult:
          oneOf:
            - type: 'null'
            - type: object
              properties:
                passed:
                  type: boolean
                severity:
                  oneOf:
                    - type: string
                      enum:
                        - pass
                    - type: string
                      enum:
                        - warn
                    - type: string
                      enum:
                        - fail
                    - type: string
                      enum:
                        - skipped
                reasonCode:
                  type: string
                reasonMessage:
                  oneOf:
                    - type: 'null'
                    - type: string
                gateSkipped:
                  oneOf:
                    - type: boolean
                      enum:
                        - false
                    - type: boolean
                      enum:
                        - true
              additionalProperties: false
              required:
                - passed
                - severity
                - reasonCode
                - reasonMessage
        checkReport:
          oneOf:
            - type: 'null'
            - type: object
              properties:
                schemaVersion:
                  type: number
                evaluationId:
                  type: string
                runId:
                  type: number
                verdict:
                  oneOf:
                    - type: string
                      enum:
                        - pass
                    - type: string
                      enum:
                        - warn
                    - type: string
                      enum:
                        - fail
                gateApplied:
                  type: boolean
                gateMode:
                  oneOf:
                    - type: string
                      enum:
                        - enforced
                    - type: string
                      enum:
                        - neutral
                reasonCode:
                  type: string
                reasonMessage:
                  oneOf:
                    - type: 'null'
                    - type: string
                actionableMessage:
                  type: string
                score:
                  type: number
                baselineScore:
                  oneOf:
                    - type: 'null'
                    - type: number
                delta:
                  oneOf:
                    - type: 'null'
                    - type: number
                baselineMissing:
                  oneOf:
                    - type: boolean
                      enum:
                        - false
                    - type: boolean
                      enum:
                        - true
                baselineRunId:
                  oneOf:
                    - type: 'null'
                    - type: number
                flags:
                  type: array
                  items:
                    type: string
                thresholds:
                  type: object
                  properties:
                    minScore:
                      type: number
                    maxDrop:
                      type: number
                    warnDrop:
                      type: number
                    baseline:
                      oneOf:
                        - type: string
                          enum:
                            - production
                        - type: string
                          enum:
                            - previous
                        - type: string
                          enum:
                            - published
                        - type: string
                          enum:
                            - auto
                  additionalProperties: false
                  required:
                    - minScore
                    - baseline
                'n':
                  oneOf:
                    - type: 'null'
                    - type: number
                evidenceLevel:
                  oneOf:
                    - type: 'null'
                    - type: string
                dashboardUrl:
                  type: string
                checkedAt:
                  type: string
                source:
                  type: string
                  enum:
                    - app-gate
              additionalProperties: false
              required:
                - schemaVersion
                - evaluationId
                - runId
                - verdict
                - gateApplied
                - gateMode
                - reasonCode
                - checkedAt
                - source
        qualityScore:
          type: object
          properties:
            score:
              type: number
            breakdown:
              type: object
              properties:
                passRate:
                  type: number
                safety:
                  type: number
                judge:
                  type: number
                schema:
                  type: number
                latency:
                  type: number
                cost:
                  type: number
              additionalProperties: false
              required:
                - passRate
                - safety
                - judge
                - schema
                - latency
                - cost
            flags:
              type: array
              items:
                type: string
            evidenceLevel:
              oneOf:
                - type: string
                  enum:
                    - medium
                - type: string
                  enum:
                    - strong
                - type: string
                  enum:
                    - weak
            scoringVersion:
              type: string
              enum:
                - v1
            scoringSpecHash:
              type: string
          additionalProperties: false
          required:
            - score
            - breakdown
            - flags
            - evidenceLevel
            - scoringVersion
            - scoringSpecHash
      additionalProperties: false
      required:
        - success
        - runId
        - integrity
        - workflowCoverage
        - gateResult
        - checkReport
        - qualityScore
    JsonValue:
      oneOf:
        - type: 'null'
        - type: boolean
        - type: number
        - type: string
        - type: array
          items:
            $ref: '#/components/schemas/JsonValue'
        - type: object
          additionalProperties:
            $ref: '#/components/schemas/JsonValue'
    ApiError:
      type: object
      properties:
        error:
          type: object
          properties:
            code:
              type: string
              enum:
                - UNAUTHORIZED
                - FORBIDDEN
                - NOT_FOUND
                - VALIDATION_ERROR
                - RATE_LIMITED
                - CONFLICT
                - INTERNAL_ERROR
                - SERVICE_UNAVAILABLE
                - QUOTA_EXCEEDED
                - NO_ORG_MEMBERSHIP
                - CROSS_ORG_REFERENCE
                - INCOMPLETE
                - MALFORMED
            message:
              type: string
            details: {}
            requestId:
              type: string
              format: uuid
          required:
            - code
            - message
      required:
        - error
  responses:
    ValidationError:
      description: Validation error
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/ApiError'
    Unauthorized:
      description: Unauthorized
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/ApiError'
    Forbidden:
      description: Forbidden
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/ApiError'
    NotFound:
      description: Resource not found
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/ApiError'
    Conflict:
      description: Conflict
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/ApiError'
    RateLimited:
      description: Rate limit exceeded
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/ApiError'
    InternalError:
      description: Internal server error
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/ApiError'
  securitySchemes:
    bearerAuth:
      type: http
      scheme: bearer
      bearerFormat: API Key or Session Token

````