naftiko: 1.0.0-alpha2
info:
  label: Microsoft Azure CustomerInsightsManagementClient — Predictions
  description: 'Microsoft Azure CustomerInsightsManagementClient — Predictions. 7 operations. Lead operation: Microsoft Azure
    Get Subscriptions Subscriptionid Resourcegroups Resourcegroupname Providers Microsoft Customerinsights Hubs Hubname Predictions.
    Self-contained Naftiko capability covering one Microsoft Azure business surface.'
  tags:
  - Microsoft Azure
  - Predictions
  created: '2026-05-19'
  modified: '2026-05-19'
binds:
- namespace: env
  keys:
    MICROSOFT_AZURE_API_KEY: MICROSOFT_AZURE_API_KEY
capability:
  consumes:
  - type: http
    namespace: customerinsightsmanagementclient-predictions
    baseUri: https://management.azure.com
    description: Microsoft Azure CustomerInsightsManagementClient — Predictions business capability. Self-contained, no shared
      references.
    resources:
    - name: subscriptions-subscriptionId-resourceGroups-resourceGroupName-providers-Microsof
      path: /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.CustomerInsights/hubs/{hubName}/predictions
      operations:
      - name: microsoftazurepredictionslistbyhub
        method: GET
        description: Microsoft Azure Get Subscriptions Subscriptionid Resourcegroups Resourcegroupname Providers Microsoft
          Customerinsights Hubs Hubname Predictions
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: resourceGroupName
          in: path
          type: string
          description: The name of the resource group.
          required: true
        - name: hubName
          in: path
          type: string
          description: The name of the hub.
          required: true
    - name: subscriptions-subscriptionId-resourceGroups-resourceGroupName-providers-Microsof
      path: /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.CustomerInsights/hubs/{hubName}/predictions/{predictionName}
      operations:
      - name: microsoftazurepredictionscreateorupdate
        method: PUT
        description: Microsoft Azure Put Subscriptions Subscriptionid Resourcegroups Resourcegroupname Providers Microsoft
          Customerinsights Hubs Hubname Predictions Predictionname
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: resourceGroupName
          in: path
          type: string
          description: The name of the resource group.
          required: true
        - name: hubName
          in: path
          type: string
          description: The name of the hub.
          required: true
        - name: predictionName
          in: path
          type: string
          description: The name of the Prediction.
          required: true
        - name: parameters
          in: body
          type: string
          description: Parameters supplied to the create/update Prediction operation.
          required: true
      - name: microsoftazurepredictionsget
        method: GET
        description: Microsoft Azure Get Subscriptions Subscriptionid Resourcegroups Resourcegroupname Providers Microsoft
          Customerinsights Hubs Hubname Predictions Predictionname
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: resourceGroupName
          in: path
          type: string
          description: The name of the resource group.
          required: true
        - name: hubName
          in: path
          type: string
          description: The name of the hub.
          required: true
        - name: predictionName
          in: path
          type: string
          description: The name of the Prediction.
          required: true
      - name: microsoftazurepredictionsdelete
        method: DELETE
        description: Microsoft Azure Delete Subscriptions Subscriptionid Resourcegroups Resourcegroupname Providers Microsoft
          Customerinsights Hubs Hubname Predictions Predictionname
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: resourceGroupName
          in: path
          type: string
          description: The name of the resource group.
          required: true
        - name: hubName
          in: path
          type: string
          description: The name of the hub.
          required: true
        - name: predictionName
          in: path
          type: string
          description: The name of the Prediction.
          required: true
    - name: subscriptions-subscriptionId-resourceGroups-resourceGroupName-providers-Microsof
      path: /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.CustomerInsights/hubs/{hubName}/predictions/{predictionName}/getModelStatus
      operations:
      - name: microsoftazurepredictionsgetmodelstatus
        method: POST
        description: Microsoft Azure Post Subscriptions Subscriptionid Resourcegroups Resourcegroupname Providers Microsoft
          Customerinsights Hubs Hubname Predictions Predictionname Getmodelstatus
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: resourceGroupName
          in: path
          type: string
          description: The name of the resource group.
          required: true
        - name: hubName
          in: path
          type: string
          description: The name of the hub.
          required: true
        - name: predictionName
          in: path
          type: string
          description: The name of the Prediction.
          required: true
    - name: subscriptions-subscriptionId-resourceGroups-resourceGroupName-providers-Microsof
      path: /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.CustomerInsights/hubs/{hubName}/predictions/{predictionName}/getTrainingResults
      operations:
      - name: microsoftazurepredictionsgettrainingresults
        method: POST
        description: Microsoft Azure Post Subscriptions Subscriptionid Resourcegroups Resourcegroupname Providers Microsoft
          Customerinsights Hubs Hubname Predictions Predictionname Gettrainingresults
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: resourceGroupName
          in: path
          type: string
          description: The name of the resource group.
          required: true
        - name: hubName
          in: path
          type: string
          description: The name of the hub.
          required: true
        - name: predictionName
          in: path
          type: string
          description: The name of the Prediction.
          required: true
    - name: subscriptions-subscriptionId-resourceGroups-resourceGroupName-providers-Microsof
      path: /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.CustomerInsights/hubs/{hubName}/predictions/{predictionName}/modelStatus
      operations:
      - name: microsoftazurepredictionsmodelstatus
        method: POST
        description: Microsoft Azure Post Subscriptions Subscriptionid Resourcegroups Resourcegroupname Providers Microsoft
          Customerinsights Hubs Hubname Predictions Predictionname Modelstatus
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: resourceGroupName
          in: path
          type: string
          description: The name of the resource group.
          required: true
        - name: hubName
          in: path
          type: string
          description: The name of the hub.
          required: true
        - name: predictionName
          in: path
          type: string
          description: The name of the Prediction.
          required: true
        - name: parameters
          in: body
          type: string
          description: Parameters supplied to the create/update prediction model status operation.
          required: true
  exposes:
  - type: rest
    namespace: customerinsightsmanagementclient-predictions-rest
    port: 8080
    description: REST adapter for Microsoft Azure CustomerInsightsManagementClient — Predictions. One Spectral-compliant resource
      per consumed operation, prefixed with /v1.
    resources:
    - path: /v1/subscriptions/{subscriptionid}/resourcegroups/{resourcegroupname}/providers/microsoft-customerinsights/hubs/{hubname}/predictions
      name: subscriptions-subscriptionid-resourcegroups-resourcegroupname-providers-microsof
      description: REST surface for subscriptions-subscriptionId-resourceGroups-resourceGroupName-providers-Microsof.
      operations:
      - method: GET
        name: microsoftazurepredictionslistbyhub
        description: Microsoft Azure Get Subscriptions Subscriptionid Resourcegroups Resourcegroupname Providers Microsoft
          Customerinsights Hubs Hubname Predictions
        call: customerinsightsmanagementclient-predictions.microsoftazurepredictionslistbyhub
        with:
          resourceGroupName: rest.resourceGroupName
          hubName: rest.hubName
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/subscriptions/{subscriptionid}/resourcegroups/{resourcegroupname}/providers/microsoft-customerinsights/hubs/{hubname}/predictions/{predictionname}
      name: subscriptions-subscriptionid-resourcegroups-resourcegroupname-providers-microsof
      description: REST surface for subscriptions-subscriptionId-resourceGroups-resourceGroupName-providers-Microsof.
      operations:
      - method: PUT
        name: microsoftazurepredictionscreateorupdate
        description: Microsoft Azure Put Subscriptions Subscriptionid Resourcegroups Resourcegroupname Providers Microsoft
          Customerinsights Hubs Hubname Predictions Predictionname
        call: customerinsightsmanagementclient-predictions.microsoftazurepredictionscreateorupdate
        with:
          resourceGroupName: rest.resourceGroupName
          hubName: rest.hubName
          predictionName: rest.predictionName
          parameters: rest.parameters
        outputParameters:
        - type: object
          mapping: $.
      - method: GET
        name: microsoftazurepredictionsget
        description: Microsoft Azure Get Subscriptions Subscriptionid Resourcegroups Resourcegroupname Providers Microsoft
          Customerinsights Hubs Hubname Predictions Predictionname
        call: customerinsightsmanagementclient-predictions.microsoftazurepredictionsget
        with:
          resourceGroupName: rest.resourceGroupName
          hubName: rest.hubName
          predictionName: rest.predictionName
        outputParameters:
        - type: object
          mapping: $.
      - method: DELETE
        name: microsoftazurepredictionsdelete
        description: Microsoft Azure Delete Subscriptions Subscriptionid Resourcegroups Resourcegroupname Providers Microsoft
          Customerinsights Hubs Hubname Predictions Predictionname
        call: customerinsightsmanagementclient-predictions.microsoftazurepredictionsdelete
        with:
          resourceGroupName: rest.resourceGroupName
          hubName: rest.hubName
          predictionName: rest.predictionName
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/subscriptions/{subscriptionid}/resourcegroups/{resourcegroupname}/providers/microsoft-customerinsights/hubs/{hubname}/predictions/{predictionname}/getmodelstatus
      name: subscriptions-subscriptionid-resourcegroups-resourcegroupname-providers-microsof
      description: REST surface for subscriptions-subscriptionId-resourceGroups-resourceGroupName-providers-Microsof.
      operations:
      - method: POST
        name: microsoftazurepredictionsgetmodelstatus
        description: Microsoft Azure Post Subscriptions Subscriptionid Resourcegroups Resourcegroupname Providers Microsoft
          Customerinsights Hubs Hubname Predictions Predictionname Getmodelstatus
        call: customerinsightsmanagementclient-predictions.microsoftazurepredictionsgetmodelstatus
        with:
          resourceGroupName: rest.resourceGroupName
          hubName: rest.hubName
          predictionName: rest.predictionName
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/subscriptions/{subscriptionid}/resourcegroups/{resourcegroupname}/providers/microsoft-customerinsights/hubs/{hubname}/predictions/{predictionname}/gettrainingresults
      name: subscriptions-subscriptionid-resourcegroups-resourcegroupname-providers-microsof
      description: REST surface for subscriptions-subscriptionId-resourceGroups-resourceGroupName-providers-Microsof.
      operations:
      - method: POST
        name: microsoftazurepredictionsgettrainingresults
        description: Microsoft Azure Post Subscriptions Subscriptionid Resourcegroups Resourcegroupname Providers Microsoft
          Customerinsights Hubs Hubname Predictions Predictionname Gettrainingresults
        call: customerinsightsmanagementclient-predictions.microsoftazurepredictionsgettrainingresults
        with:
          resourceGroupName: rest.resourceGroupName
          hubName: rest.hubName
          predictionName: rest.predictionName
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/subscriptions/{subscriptionid}/resourcegroups/{resourcegroupname}/providers/microsoft-customerinsights/hubs/{hubname}/predictions/{predictionname}/modelstatus
      name: subscriptions-subscriptionid-resourcegroups-resourcegroupname-providers-microsof
      description: REST surface for subscriptions-subscriptionId-resourceGroups-resourceGroupName-providers-Microsof.
      operations:
      - method: POST
        name: microsoftazurepredictionsmodelstatus
        description: Microsoft Azure Post Subscriptions Subscriptionid Resourcegroups Resourcegroupname Providers Microsoft
          Customerinsights Hubs Hubname Predictions Predictionname Modelstatus
        call: customerinsightsmanagementclient-predictions.microsoftazurepredictionsmodelstatus
        with:
          resourceGroupName: rest.resourceGroupName
          hubName: rest.hubName
          predictionName: rest.predictionName
          parameters: rest.parameters
        outputParameters:
        - type: object
          mapping: $.
  - type: mcp
    namespace: customerinsightsmanagementclient-predictions-mcp
    port: 9090
    transport: http
    description: MCP adapter for Microsoft Azure CustomerInsightsManagementClient — Predictions. One tool per consumed operation,
      routed inline through this capability's consumes block.
    tools:
    - name: microsoft-azure-get-subscriptions-subscriptionid
      description: Microsoft Azure Get Subscriptions Subscriptionid Resourcegroups Resourcegroupname Providers Microsoft Customerinsights
        Hubs Hubname Predictions
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: customerinsightsmanagementclient-predictions.microsoftazurepredictionslistbyhub
      with:
        resourceGroupName: tools.resourceGroupName
        hubName: tools.hubName
      outputParameters:
      - type: object
        mapping: $.
    - name: microsoft-azure-put-subscriptions-subscriptionid
      description: Microsoft Azure Put Subscriptions Subscriptionid Resourcegroups Resourcegroupname Providers Microsoft Customerinsights
        Hubs Hubname Predictions Predictionname
      hints:
        readOnly: false
        destructive: false
        idempotent: true
      call: customerinsightsmanagementclient-predictions.microsoftazurepredictionscreateorupdate
      with:
        resourceGroupName: tools.resourceGroupName
        hubName: tools.hubName
        predictionName: tools.predictionName
        parameters: tools.parameters
      outputParameters:
      - type: object
        mapping: $.
    - name: microsoft-azure-get-subscriptions-subscriptionid-2
      description: Microsoft Azure Get Subscriptions Subscriptionid Resourcegroups Resourcegroupname Providers Microsoft Customerinsights
        Hubs Hubname Predictions Predictionname
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: customerinsightsmanagementclient-predictions.microsoftazurepredictionsget
      with:
        resourceGroupName: tools.resourceGroupName
        hubName: tools.hubName
        predictionName: tools.predictionName
      outputParameters:
      - type: object
        mapping: $.
    - name: microsoft-azure-delete-subscriptions-subscriptionid
      description: Microsoft Azure Delete Subscriptions Subscriptionid Resourcegroups Resourcegroupname Providers Microsoft
        Customerinsights Hubs Hubname Predictions Predictionname
      hints:
        readOnly: false
        destructive: true
        idempotent: true
      call: customerinsightsmanagementclient-predictions.microsoftazurepredictionsdelete
      with:
        resourceGroupName: tools.resourceGroupName
        hubName: tools.hubName
        predictionName: tools.predictionName
      outputParameters:
      - type: object
        mapping: $.
    - name: microsoft-azure-post-subscriptions-subscriptionid
      description: Microsoft Azure Post Subscriptions Subscriptionid Resourcegroups Resourcegroupname Providers Microsoft
        Customerinsights Hubs Hubname Predictions Predictionname Getmodelstatus
      hints:
        readOnly: false
        destructive: false
        idempotent: false
      call: customerinsightsmanagementclient-predictions.microsoftazurepredictionsgetmodelstatus
      with:
        resourceGroupName: tools.resourceGroupName
        hubName: tools.hubName
        predictionName: tools.predictionName
      outputParameters:
      - type: object
        mapping: $.
    - name: microsoft-azure-post-subscriptions-subscriptionid-2
      description: Microsoft Azure Post Subscriptions Subscriptionid Resourcegroups Resourcegroupname Providers Microsoft
        Customerinsights Hubs Hubname Predictions Predictionname Gettrainingresults
      hints:
        readOnly: false
        destructive: false
        idempotent: false
      call: customerinsightsmanagementclient-predictions.microsoftazurepredictionsgettrainingresults
      with:
        resourceGroupName: tools.resourceGroupName
        hubName: tools.hubName
        predictionName: tools.predictionName
      outputParameters:
      - type: object
        mapping: $.
    - name: microsoft-azure-post-subscriptions-subscriptionid-3
      description: Microsoft Azure Post Subscriptions Subscriptionid Resourcegroups Resourcegroupname Providers Microsoft
        Customerinsights Hubs Hubname Predictions Predictionname Modelstatus
      hints:
        readOnly: false
        destructive: false
        idempotent: false
      call: customerinsightsmanagementclient-predictions.microsoftazurepredictionsmodelstatus
      with:
        resourceGroupName: tools.resourceGroupName
        hubName: tools.hubName
        predictionName: tools.predictionName
        parameters: tools.parameters
      outputParameters:
      - type: object
        mapping: $.