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

# Update a flow's happy path

> Updates the happy path's title, persona, environment, brief or expectations. Omitted fields are left
alone; `additionalExpectations` replaces the set wholesale rather than appending.

Its persona and environment are what the edge cases inherit, so changing them here changes every edge
case that does not name its own.



## OpenAPI

````yaml /api-reference/openapi.documented.json put /v1/customer-flow/{flowId}/happy-path
openapi: 3.1.0
info:
  title: Roark Analytics API
  description: >-
    The Roark Analytics API gives you access to the same API that powers the
    award winning Roark Analytics platform.
  version: 1.0.0
servers:
  - description: Production
    url: https://api.roark.ai
security:
  - Bearer: []
tags:
  - name: Agent
  - name: Agent Endpoint
  - name: Call
  - name: Chat
  - name: Metric
  - name: Metric Policy
  - name: Metric Collection Job
  - name: Customer Flow
  - name: Customer Flow Edge Case
  - name: Simulation
  - name: Simulation Persona
  - name: Simulation Environment
  - name: Simulation Scenario
  - name: Simulation Run Plan
  - name: Simulation Run Plan Job
  - name: Simulation Job
  - name: HTTP Request Definition
  - name: Webhook
  - name: Issue
  - name: Knowledge Base
  - name: Call Analysis
  - name: Health
paths:
  /v1/customer-flow/{flowId}/happy-path:
    put:
      tags:
        - Customer Flow
      summary: Update a flow's happy path
      description: >-
        Updates the happy path's title, persona, environment, brief or
        expectations. Omitted fields are left

        alone; `additionalExpectations` replaces the set wholesale rather than
        appending.


        Its persona and environment are what the edge cases inherit, so changing
        them here changes every edge

        case that does not name its own.
      operationId: putV1Customer-flowByFlowIdHappy-path
      parameters:
        - in: path
          name: flowId
          schema:
            type: string
            format: uuid
          required: true
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/UpdateFlowVariantInput'
      responses:
        '200':
          description: The updated happy path
          content:
            application/json:
              schema:
                type: object
                properties:
                  data:
                    $ref: '#/components/schemas/FlowVariant'
                required:
                  - data
        '400':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
                description: Validation error
              example:
                type: validation
                code: invalid_parameter
                message: The request was invalid
                param: email
          description: Bad Request
        '401':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
                description: Authentication error
              example:
                type: authentication
                code: unauthorized
                message: Authentication required
          description: Unauthorized
        '403':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
                description: Permission error
              example:
                type: forbidden
                code: permission_denied
                message: You do not have permission to access this resource
          description: Forbidden
        '404':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
                description: Not found error
              example:
                type: not_found
                code: resource_not_found
                message: The requested resource could not be found
          description: Not Found
        '429':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
                description: Rate limit error
              example:
                type: rate_limit
                code: too_many_requests
                message: Rate limit exceeded
          description: Too Many Requests
        '500':
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
                description: Server error
              example:
                type: internal
                code: internal_error
                message: Internal server error
          description: Internal Server Error
      x-codeSamples:
        - lang: JavaScript
          source: >-
            import Roark from '@roarkanalytics/sdk';


            const client = new Roark({
              bearerToken: process.env['ROARK_API_BEARER_TOKEN'], // This is the default and can be omitted
            });


            const response = await
            client.customerFlow.updateHappyPath('182bd5e5-6e1a-4fe4-a799-aa6d9a6ab26e');


            console.log(response.data);
        - lang: Python
          source: |-
            import os
            from roark_analytics import Roark

            client = Roark(
                bearer_token=os.environ.get("ROARK_API_BEARER_TOKEN"),  # This is the default and can be omitted
            )
            response = client.customer_flow.update_happy_path(
                flow_id="182bd5e5-6e1a-4fe4-a799-aa6d9a6ab26e",
            )
            print(response.data)
components:
  schemas:
    UpdateFlowVariantInput:
      type: object
      properties:
        title:
          type: string
          minLength: 1
        environmentId:
          type:
            - string
            - 'null'
          format: uuid
        prompt:
          type:
            - string
            - 'null'
        precededByCustomerFlowId:
          type:
            - string
            - 'null'
          format: uuid
        precededByCustomerFlowVariantId:
          type:
            - string
            - 'null'
          format: uuid
        personaOverrideId:
          type:
            - string
            - 'null'
          format: uuid
          description: >-
            The persona this runs as. Null on an edge case inherits the happy
            path's.
        additionalExpectations:
          type: array
          items:
            $ref: '#/components/schemas/FlowExpectationInput'
          description: >-
            Replaces the expectations that apply to this variant on top of the
            flow's. Omit to leave them alone, send [] to clear. Improv flows
            only: a scripted variant's expectations come from the agent turns on
            its path and are rewritten on the next graph edit.
      description: >-
        Fields to change on a variant. Omitted fields are left alone. Making a
        variant the default is a separate operation, since it also demotes the
        current default.
    FlowVariant:
      oneOf:
        - $ref: '#/components/schemas/ScriptedFlowVariant'
        - $ref: '#/components/schemas/ImprovFlowVariant'
        - $ref: '#/components/schemas/VoicemailFlowVariant'
      discriminator:
        propertyName: type
        mapping:
          SCRIPTED:
            $ref: '#/components/schemas/ScriptedFlowVariant'
          IMPROV:
            $ref: '#/components/schemas/ImprovFlowVariant'
          VOICEMAIL:
            $ref: '#/components/schemas/VoicemailFlowVariant'
      description: One way of running a customer flow.
    ErrorResponse:
      type: object
      properties:
        type:
          type: string
          enum:
            - validation
            - authentication
            - forbidden
            - not_found
            - conflict
            - payment_required
            - rate_limit
            - internal
          description: The error type category
          examples:
            - validation
            - authentication
        code:
          type: string
          description: Machine-readable error code identifier
          examples:
            - invalid_parameter
            - missing_required_field
            - unauthorized
        message:
          type: string
          description: Human-readable error message
          examples:
            - The request was invalid
            - Authentication required
        param:
          type: string
          description: The parameter that caused the error (if applicable)
          examples:
            - email
            - user_id
        details:
          description: Additional error context information
      required:
        - type
        - code
        - message
    FlowExpectationInput:
      type: object
      properties:
        prompt:
          type: string
          minLength: 1
          description: What the agent under test is graded against.
          example: The agent confirmed the new appointment time back to the customer
      required:
        - prompt
    ScriptedFlowVariant:
      type: object
      properties:
        id:
          type: string
          format: uuid
        title:
          type: string
          minLength: 1
        precededByCustomerFlowId:
          type:
            - string
            - 'null'
          format: uuid
        precededByCustomerFlowVariantId:
          type:
            - string
            - 'null'
          format: uuid
        isGenerated:
          type: boolean
          default: false
        createdAt:
          type: string
          description: Creation timestamp in ISO 8601 format
        updatedAt:
          type: string
          description: Last update timestamp in ISO 8601 format
        personaOverride:
          type:
            - object
            - 'null'
          properties:
            id:
              type: string
              format: uuid
              description: Unique identifier of the persona
            name:
              type: string
              description: The name the agent will identify as during conversations
            description:
              type:
                - string
                - 'null'
              description: Human-readable description of the persona
            language:
              type: string
              enum:
                - EN
                - ES
                - DE
                - HI
                - FR
                - NL
                - AR
                - EL
                - IT
                - ID
                - TH
                - JA
                - TL
                - MS
                - ZH
                - TR
                - PT
                - HE
              description: Primary language ISO 639-1 code for the persona
            secondaryLanguage:
              type:
                - string
                - 'null'
              enum:
                - EN
              description: >-
                Secondary language ISO 639-1 code for code-switching (e.g.,
                Hinglish, Spanglish)
            understoodLanguages:
              type: array
              items:
                type: string
                enum:
                  - EN
                  - ES
                  - DE
                  - HI
                  - FR
                  - NL
                  - AR
                  - EL
                  - IT
                  - ID
                  - TH
                  - JA
                  - TL
                  - MS
                  - ZH
                  - TR
                  - PT
                  - HE
              minItems: 1
              description: >-
                Languages the persona can understand. Multilingual combinations
                are limited by multilingual speech recognition support.
            accent:
              type: string
              enum:
                - US
                - US_X_SOUTH
                - GB
                - ES
                - DE
                - IN
                - FR
                - NL
                - SA
                - GR
                - AU
                - IT
                - ID
                - TH
                - JP
                - NZ
                - PH
                - SG
                - MY
                - HK
                - TR
                - PT
                - IL
              description: >-
                Accent of the persona, defined using ISO 3166-1 alpha-2 country
                codes with optional variants
            gender:
              type: string
              enum:
                - MALE
                - FEMALE
              description: Gender of the persona
            backgroundNoise:
              type: string
              enum:
                - NONE
                - AIRPORT
                - CHILDREN_PLAYING
                - CITY
                - COFFEE_SHOP
                - DRIVING
                - OFFICE
                - THUNDERSTORM
              default: NONE
              description: Background noise setting
            speechPace:
              type: string
              enum:
                - SUPER_SLOW
                - SLOW
                - NORMAL
                - FAST
                - SUPER_FAST
              default: NORMAL
              description: Speech pace of the persona
            speechClarity:
              type: string
              enum:
                - CLEAR
                - VAGUE
                - RAMBLING
              default: CLEAR
              description: Speech clarity of the persona
            hasDisfluencies:
              type: boolean
              default: false
              description: Whether the persona uses filler words like "um" and "uh"
            baseEmotion:
              type: string
              enum:
                - NEUTRAL
                - CHEERFUL
                - CONFUSED
                - FRUSTRATED
                - SKEPTICAL
                - RUSHED
                - DISTRACTED
              default: NEUTRAL
              description: Base emotional state of the persona
            intentClarity:
              type: string
              enum:
                - CLEAR
                - INDIRECT
                - VAGUE
              default: CLEAR
              description: How clearly the persona expresses their intentions
            confirmationStyle:
              type: string
              enum:
                - EXPLICIT
                - VAGUE
              default: EXPLICIT
              description: How the persona confirms information
            memoryReliability:
              type: string
              enum:
                - HIGH
                - LOW
              default: HIGH
              description: How reliable the persona's memory is
            responseTiming:
              type: string
              enum:
                - RELAXED
                - NORMAL
                - QUICK
              default: NORMAL
              description: >-
                Controls how quickly the persona responds to pauses in
                conversation (QUICK, NORMAL, RELAXED)
            backstoryPrompt:
              type:
                - string
                - 'null'
              description: Background story and behavioral patterns for the persona
              example: A busy professional calling during lunch break
            idleMessages:
              type:
                - array
                - 'null'
              items:
                type: string
              description: >-
                Messages the persona will say when the agent goes silent during
                a call. null = "Automatic": language-appropriate defaults are
                used at call time.
            idleTimeoutSeconds:
              type: integer
              minimum: 5
              maximum: 60
              default: 10
              description: Seconds of silence before the persona sends an idle message
            idleMessageMaxSpokenCount:
              type: integer
              minimum: 1
              maximum: 10
              default: 3
              description: >-
                Maximum number of idle messages the persona will send before
                giving up
            idleMessageResetCountOnUserSpeechEnabled:
              type: boolean
              default: true
              description: Whether the idle message counter resets when the agent speaks
            properties:
              type: object
              additionalProperties:
                path: /v1/integrations/livekit-sdk/chunk-upload-url
              default: {}
              description: Additional custom properties about the persona
              example:
                age: 35
                zipCode: '94105'
                occupation: Software Engineer
            createdAt:
              type: string
              description: Creation timestamp
            updatedAt:
              type: string
              description: Last update timestamp
          required:
            - id
            - name
            - language
            - understoodLanguages
            - accent
            - gender
            - backgroundNoise
            - speechPace
            - speechClarity
            - hasDisfluencies
            - baseEmotion
            - intentClarity
            - confirmationStyle
            - memoryReliability
            - responseTiming
            - idleMessages
            - idleTimeoutSeconds
            - idleMessageMaxSpokenCount
            - idleMessageResetCountOnUserSpeechEnabled
            - properties
            - createdAt
            - updatedAt
          description: >-
            The persona this runs as instead of the happy path's. Null means it
            inherits.
        environment:
          oneOf:
            - $ref: '#/components/schemas/EnvironmentResponse'
            - type: 'null'
          description: >-
            The conditions this runs under. Null means it inherits the happy
            path's.
        additionalExpectations:
          type: array
          items:
            $ref: '#/components/schemas/FlowExpectation'
          description: Graded on top of the flow's own expectations, for this variant only.
        type:
          type: string
          const: SCRIPTED
        steps:
          type: array
          items:
            $ref: '#/components/schemas/FlowStep'
          description: >-
            The one path through the graph this variant runs, in order. Linear
            by construction, so these steps never nest.
      required:
        - id
        - title
        - precededByCustomerFlowId
        - precededByCustomerFlowVariantId
        - isGenerated
        - createdAt
        - updatedAt
        - personaOverride
        - environment
        - additionalExpectations
        - type
        - steps
      title: Scripted
      description: >-
        One path through a scripted flow. The path engine owns which paths
        exist, so editing the graph is what creates and removes these.
    ImprovFlowVariant:
      type: object
      properties:
        id:
          type: string
          format: uuid
        title:
          type: string
          minLength: 1
        precededByCustomerFlowId:
          type:
            - string
            - 'null'
          format: uuid
        precededByCustomerFlowVariantId:
          type:
            - string
            - 'null'
          format: uuid
        isGenerated:
          type: boolean
          default: false
        createdAt:
          type: string
          description: Creation timestamp in ISO 8601 format
        updatedAt:
          type: string
          description: Last update timestamp in ISO 8601 format
        personaOverride:
          type:
            - object
            - 'null'
          properties:
            id:
              type: string
              format: uuid
              description: Unique identifier of the persona
            name:
              type: string
              description: The name the agent will identify as during conversations
            description:
              type:
                - string
                - 'null'
              description: Human-readable description of the persona
            language:
              type: string
              enum:
                - EN
                - ES
                - DE
                - HI
                - FR
                - NL
                - AR
                - EL
                - IT
                - ID
                - TH
                - JA
                - TL
                - MS
                - ZH
                - TR
                - PT
                - HE
              description: Primary language ISO 639-1 code for the persona
            secondaryLanguage:
              type:
                - string
                - 'null'
              enum:
                - EN
              description: >-
                Secondary language ISO 639-1 code for code-switching (e.g.,
                Hinglish, Spanglish)
            understoodLanguages:
              type: array
              items:
                type: string
                enum:
                  - EN
                  - ES
                  - DE
                  - HI
                  - FR
                  - NL
                  - AR
                  - EL
                  - IT
                  - ID
                  - TH
                  - JA
                  - TL
                  - MS
                  - ZH
                  - TR
                  - PT
                  - HE
              minItems: 1
              description: >-
                Languages the persona can understand. Multilingual combinations
                are limited by multilingual speech recognition support.
            accent:
              type: string
              enum:
                - US
                - US_X_SOUTH
                - GB
                - ES
                - DE
                - IN
                - FR
                - NL
                - SA
                - GR
                - AU
                - IT
                - ID
                - TH
                - JP
                - NZ
                - PH
                - SG
                - MY
                - HK
                - TR
                - PT
                - IL
              description: >-
                Accent of the persona, defined using ISO 3166-1 alpha-2 country
                codes with optional variants
            gender:
              type: string
              enum:
                - MALE
                - FEMALE
              description: Gender of the persona
            backgroundNoise:
              type: string
              enum:
                - NONE
                - AIRPORT
                - CHILDREN_PLAYING
                - CITY
                - COFFEE_SHOP
                - DRIVING
                - OFFICE
                - THUNDERSTORM
              default: NONE
              description: Background noise setting
            speechPace:
              type: string
              enum:
                - SUPER_SLOW
                - SLOW
                - NORMAL
                - FAST
                - SUPER_FAST
              default: NORMAL
              description: Speech pace of the persona
            speechClarity:
              type: string
              enum:
                - CLEAR
                - VAGUE
                - RAMBLING
              default: CLEAR
              description: Speech clarity of the persona
            hasDisfluencies:
              type: boolean
              default: false
              description: Whether the persona uses filler words like "um" and "uh"
            baseEmotion:
              type: string
              enum:
                - NEUTRAL
                - CHEERFUL
                - CONFUSED
                - FRUSTRATED
                - SKEPTICAL
                - RUSHED
                - DISTRACTED
              default: NEUTRAL
              description: Base emotional state of the persona
            intentClarity:
              type: string
              enum:
                - CLEAR
                - INDIRECT
                - VAGUE
              default: CLEAR
              description: How clearly the persona expresses their intentions
            confirmationStyle:
              type: string
              enum:
                - EXPLICIT
                - VAGUE
              default: EXPLICIT
              description: How the persona confirms information
            memoryReliability:
              type: string
              enum:
                - HIGH
                - LOW
              default: HIGH
              description: How reliable the persona's memory is
            responseTiming:
              type: string
              enum:
                - RELAXED
                - NORMAL
                - QUICK
              default: NORMAL
              description: >-
                Controls how quickly the persona responds to pauses in
                conversation (QUICK, NORMAL, RELAXED)
            backstoryPrompt:
              type:
                - string
                - 'null'
              description: Background story and behavioral patterns for the persona
              example: A busy professional calling during lunch break
            idleMessages:
              type:
                - array
                - 'null'
              items:
                type: string
              description: >-
                Messages the persona will say when the agent goes silent during
                a call. null = "Automatic": language-appropriate defaults are
                used at call time.
            idleTimeoutSeconds:
              type: integer
              minimum: 5
              maximum: 60
              default: 10
              description: Seconds of silence before the persona sends an idle message
            idleMessageMaxSpokenCount:
              type: integer
              minimum: 1
              maximum: 10
              default: 3
              description: >-
                Maximum number of idle messages the persona will send before
                giving up
            idleMessageResetCountOnUserSpeechEnabled:
              type: boolean
              default: true
              description: Whether the idle message counter resets when the agent speaks
            properties:
              type: object
              additionalProperties:
                path: /v1/integrations/livekit-sdk/chunk-upload-url
              default: {}
              description: Additional custom properties about the persona
              example:
                age: 35
                zipCode: '94105'
                occupation: Software Engineer
            createdAt:
              type: string
              description: Creation timestamp
            updatedAt:
              type: string
              description: Last update timestamp
          required:
            - id
            - name
            - language
            - understoodLanguages
            - accent
            - gender
            - backgroundNoise
            - speechPace
            - speechClarity
            - hasDisfluencies
            - baseEmotion
            - intentClarity
            - confirmationStyle
            - memoryReliability
            - responseTiming
            - idleMessages
            - idleTimeoutSeconds
            - idleMessageMaxSpokenCount
            - idleMessageResetCountOnUserSpeechEnabled
            - properties
            - createdAt
            - updatedAt
          description: >-
            The persona this runs as instead of the happy path's. Null means it
            inherits.
        environment:
          oneOf:
            - $ref: '#/components/schemas/EnvironmentResponse'
            - type: 'null'
          description: >-
            The conditions this runs under. Null means it inherits the happy
            path's.
        additionalExpectations:
          type: array
          items:
            $ref: '#/components/schemas/FlowExpectation'
          description: Graded on top of the flow's own expectations, for this variant only.
        type:
          type: string
          const: IMPROV
        prompt:
          type:
            - string
            - 'null'
          description: The brief the simulated customer improvises from.
      required:
        - id
        - title
        - precededByCustomerFlowId
        - precededByCustomerFlowVariantId
        - isGenerated
        - createdAt
        - updatedAt
        - personaOverride
        - environment
        - additionalExpectations
        - type
      title: Improv
      description: One brief to run an improv flow with.
    VoicemailFlowVariant:
      type: object
      properties:
        id:
          type: string
          format: uuid
        title:
          type: string
          minLength: 1
        precededByCustomerFlowId:
          type:
            - string
            - 'null'
          format: uuid
        precededByCustomerFlowVariantId:
          type:
            - string
            - 'null'
          format: uuid
        isGenerated:
          type: boolean
          default: false
        createdAt:
          type: string
          description: Creation timestamp in ISO 8601 format
        updatedAt:
          type: string
          description: Last update timestamp in ISO 8601 format
        personaOverride:
          type:
            - object
            - 'null'
          properties:
            id:
              type: string
              format: uuid
              description: Unique identifier of the persona
            name:
              type: string
              description: The name the agent will identify as during conversations
            description:
              type:
                - string
                - 'null'
              description: Human-readable description of the persona
            language:
              type: string
              enum:
                - EN
                - ES
                - DE
                - HI
                - FR
                - NL
                - AR
                - EL
                - IT
                - ID
                - TH
                - JA
                - TL
                - MS
                - ZH
                - TR
                - PT
                - HE
              description: Primary language ISO 639-1 code for the persona
            secondaryLanguage:
              type:
                - string
                - 'null'
              enum:
                - EN
              description: >-
                Secondary language ISO 639-1 code for code-switching (e.g.,
                Hinglish, Spanglish)
            understoodLanguages:
              type: array
              items:
                type: string
                enum:
                  - EN
                  - ES
                  - DE
                  - HI
                  - FR
                  - NL
                  - AR
                  - EL
                  - IT
                  - ID
                  - TH
                  - JA
                  - TL
                  - MS
                  - ZH
                  - TR
                  - PT
                  - HE
              minItems: 1
              description: >-
                Languages the persona can understand. Multilingual combinations
                are limited by multilingual speech recognition support.
            accent:
              type: string
              enum:
                - US
                - US_X_SOUTH
                - GB
                - ES
                - DE
                - IN
                - FR
                - NL
                - SA
                - GR
                - AU
                - IT
                - ID
                - TH
                - JP
                - NZ
                - PH
                - SG
                - MY
                - HK
                - TR
                - PT
                - IL
              description: >-
                Accent of the persona, defined using ISO 3166-1 alpha-2 country
                codes with optional variants
            gender:
              type: string
              enum:
                - MALE
                - FEMALE
              description: Gender of the persona
            backgroundNoise:
              type: string
              enum:
                - NONE
                - AIRPORT
                - CHILDREN_PLAYING
                - CITY
                - COFFEE_SHOP
                - DRIVING
                - OFFICE
                - THUNDERSTORM
              default: NONE
              description: Background noise setting
            speechPace:
              type: string
              enum:
                - SUPER_SLOW
                - SLOW
                - NORMAL
                - FAST
                - SUPER_FAST
              default: NORMAL
              description: Speech pace of the persona
            speechClarity:
              type: string
              enum:
                - CLEAR
                - VAGUE
                - RAMBLING
              default: CLEAR
              description: Speech clarity of the persona
            hasDisfluencies:
              type: boolean
              default: false
              description: Whether the persona uses filler words like "um" and "uh"
            baseEmotion:
              type: string
              enum:
                - NEUTRAL
                - CHEERFUL
                - CONFUSED
                - FRUSTRATED
                - SKEPTICAL
                - RUSHED
                - DISTRACTED
              default: NEUTRAL
              description: Base emotional state of the persona
            intentClarity:
              type: string
              enum:
                - CLEAR
                - INDIRECT
                - VAGUE
              default: CLEAR
              description: How clearly the persona expresses their intentions
            confirmationStyle:
              type: string
              enum:
                - EXPLICIT
                - VAGUE
              default: EXPLICIT
              description: How the persona confirms information
            memoryReliability:
              type: string
              enum:
                - HIGH
                - LOW
              default: HIGH
              description: How reliable the persona's memory is
            responseTiming:
              type: string
              enum:
                - RELAXED
                - NORMAL
                - QUICK
              default: NORMAL
              description: >-
                Controls how quickly the persona responds to pauses in
                conversation (QUICK, NORMAL, RELAXED)
            backstoryPrompt:
              type:
                - string
                - 'null'
              description: Background story and behavioral patterns for the persona
              example: A busy professional calling during lunch break
            idleMessages:
              type:
                - array
                - 'null'
              items:
                type: string
              description: >-
                Messages the persona will say when the agent goes silent during
                a call. null = "Automatic": language-appropriate defaults are
                used at call time.
            idleTimeoutSeconds:
              type: integer
              minimum: 5
              maximum: 60
              default: 10
              description: Seconds of silence before the persona sends an idle message
            idleMessageMaxSpokenCount:
              type: integer
              minimum: 1
              maximum: 10
              default: 3
              description: >-
                Maximum number of idle messages the persona will send before
                giving up
            idleMessageResetCountOnUserSpeechEnabled:
              type: boolean
              default: true
              description: Whether the idle message counter resets when the agent speaks
            properties:
              type: object
              additionalProperties:
                path: /v1/integrations/livekit-sdk/chunk-upload-url
              default: {}
              description: Additional custom properties about the persona
              example:
                age: 35
                zipCode: '94105'
                occupation: Software Engineer
            createdAt:
              type: string
              description: Creation timestamp
            updatedAt:
              type: string
              description: Last update timestamp
          required:
            - id
            - name
            - language
            - understoodLanguages
            - accent
            - gender
            - backgroundNoise
            - speechPace
            - speechClarity
            - hasDisfluencies
            - baseEmotion
            - intentClarity
            - confirmationStyle
            - memoryReliability
            - responseTiming
            - idleMessages
            - idleTimeoutSeconds
            - idleMessageMaxSpokenCount
            - idleMessageResetCountOnUserSpeechEnabled
            - properties
            - createdAt
            - updatedAt
          description: >-
            The persona this runs as instead of the happy path's. Null means it
            inherits.
        environment:
          oneOf:
            - $ref: '#/components/schemas/EnvironmentResponse'
            - type: 'null'
          description: >-
            The conditions this runs under. Null means it inherits the happy
            path's.
        additionalExpectations:
          type: array
          items:
            $ref: '#/components/schemas/FlowExpectation'
          description: Graded on top of the flow's own expectations, for this variant only.
        type:
          type: string
          const: VOICEMAIL
      required:
        - id
        - title
        - precededByCustomerFlowId
        - precededByCustomerFlowVariantId
        - isGenerated
        - createdAt
        - updatedAt
        - personaOverride
        - environment
        - additionalExpectations
        - type
      title: Voicemail
      description: One voicemail greeting.
    EnvironmentResponse:
      type: object
      properties:
        id:
          type: string
          format: uuid
        name:
          type: string
          minLength: 1
        description:
          type:
            - string
            - 'null'
        backgroundNoise:
          type: string
          enum:
            - NONE
            - AIRPORT
            - CHILDREN_PLAYING
            - CITY
            - COFFEE_SHOP
            - DRIVING
            - OFFICE
            - THUNDERSTORM
          default: NONE
        createdAt:
          type: string
          description: Creation timestamp in ISO 8601 format
        updatedAt:
          type: string
          description: Last update timestamp in ISO 8601 format
      required:
        - id
        - name
        - backgroundNoise
        - createdAt
        - updatedAt
      description: >-
        A simulation environment: the ambient conditions a customer flow variant
        runs under. The list includes both your own and the ones Roark curates
        for every project.
    FlowExpectation:
      type: object
      properties:
        id:
          type: string
          format: uuid
        prompt:
          type: string
          description: What the agent under test is graded against.
      required:
        - id
        - prompt
      description: One thing the agent under test is graded against.
    FlowStep:
      oneOf:
        - type: object
          properties:
            nodeId:
              type: string
              format: uuid
            ref:
              type: string
              minLength: 1
              maxLength: 64
            steps:
              type: array
              items:
                $ref: '#/components/schemas/FlowStep'
            mergeIntoNodeIds:
              type: array
              items:
                type: string
                minLength: 1
            type:
              type: string
              const: AGENT_TURN
            content:
              type:
                - string
                - 'null'
          required:
            - type
          additionalProperties: false
        - type: object
          properties:
            nodeId:
              type: string
              format: uuid
            ref:
              type: string
              minLength: 1
              maxLength: 64
            steps:
              type: array
              items:
                $ref: '#/components/schemas/FlowStep'
            mergeIntoNodeIds:
              type: array
              items:
                type: string
                minLength: 1
            type:
              type: string
              const: CUSTOMER_TURN
            content:
              type:
                - string
                - 'null'
          required:
            - type
          additionalProperties: false
        - type: object
          properties:
            nodeId:
              type: string
              format: uuid
            ref:
              type: string
              minLength: 1
              maxLength: 64
            steps:
              type: array
              items:
                $ref: '#/components/schemas/FlowStep'
            mergeIntoNodeIds:
              type: array
              items:
                type: string
                minLength: 1
            type:
              type: string
              const: CUSTOMER_FIRST_MESSAGE
            content:
              type:
                - string
                - 'null'
          required:
            - type
          additionalProperties: false
        - type: object
          properties:
            nodeId:
              type: string
              format: uuid
            ref:
              type: string
              minLength: 1
              maxLength: 64
            steps:
              type: array
              items:
                $ref: '#/components/schemas/FlowStep'
            mergeIntoNodeIds:
              type: array
              items:
                type: string
                minLength: 1
            type:
              type: string
              const: CUSTOMER_SILENCE
            silenceDurationSeconds:
              type:
                - integer
                - 'null'
              exclusiveMinimum: 0
          required:
            - type
          additionalProperties: false
        - type: object
          properties:
            nodeId:
              type: string
              format: uuid
            ref:
              type: string
              minLength: 1
              maxLength: 64
            steps:
              type: array
              items:
                $ref: '#/components/schemas/FlowStep'
            mergeIntoNodeIds:
              type: array
              items:
                type: string
                minLength: 1
            type:
              type: string
              const: CUSTOMER_DTMF
            dtmfDigits:
              type:
                - string
                - 'null'
          required:
            - type
          additionalProperties: false
        - type: object
          properties:
            nodeId:
              type: string
              format: uuid
            ref:
              type: string
              minLength: 1
              maxLength: 64
            steps:
              type: array
              items:
                $ref: '#/components/schemas/FlowStep'
            mergeIntoNodeIds:
              type: array
              items:
                type: string
                minLength: 1
            type:
              type: string
              const: VOICEMAIL
          required:
            - type
          additionalProperties: false
        - type: object
          properties:
            nodeId:
              type: string
              format: uuid
            ref:
              type: string
              minLength: 1
              maxLength: 64
            steps:
              type: array
              items:
                $ref: '#/components/schemas/FlowStep'
            mergeIntoNodeIds:
              type: array
              items:
                type: string
                minLength: 1
            type:
              type: string
              const: SCENARIO_LINK
            linkedCustomerFlowId:
              type:
                - string
                - 'null'
              format: uuid
            linkedCustomerFlowVariantId:
              type:
                - string
                - 'null'
              format: uuid
          required:
            - type
          additionalProperties: false
      description: >-
        One step in a scripted flow's conversation.


        `nodeId` is the identity contract: include it to update the existing
        step, omit it to create a new one.

        A step continues into `steps` (more than one child is a branch point)
        and/or `mergeIntoNodeIds`, which

        names steps elsewhere in the same request that this step rejoins.
        Branches that come back together are

        represented that way rather than by repeating the shared step, so
        reading a flow, editing it and writing

        it back preserves it exactly.


        A merge target is named by its `nodeId` when it already exists, or by
        `ref` when it is being created in

        the same request. `ref` is a label you choose, it is request-local, and
        it is never stored or returned.

        Put the shared step inline under the first branch that reaches it and
        point the others at it: a top-level

        step is a root wired straight from the start of the flow, so a merge
        target parked there would also be

        reachable directly.
  securitySchemes:
    Bearer:
      type: http
      scheme: bearer
      bearerFormat: JWT

````