Label Studio · Capability
API Reference — subpackage_predictions

API Reference — subpackage_predictions. 5 operations. Lead operation: List predictions. Self-contained Naftiko capability covering one Label Studio business surface.
Run with Naftiko Label Studiosubpackage_predictions
What You Can Do

GET
List — List predictions
/v1/api/predictions
POST
Create — Create prediction
/v1/api/predictions
GET
Get — Get prediction details
/v1/api/predictions/{id}
DELETE
Delete — Delete prediction
/v1/api/predictions/{id}
PATCH
Update — Update prediction
/v1/api/predictions/{id}
MCP Tools

list-predictions

List predictions
read-only idempotent
create-prediction

Create prediction
get-prediction-details

Get prediction details
read-only idempotent
delete-prediction

Delete prediction
idempotent
update-prediction

Update prediction
idempotent
Capability Spec

naftiko: 1.0.0-alpha2
info:
  label: API Reference — subpackage_predictions
  description: 'API Reference — subpackage_predictions. 5 operations. Lead operation: List predictions. Self-contained Naftiko
    capability covering one Label Studio business surface.'
  tags:
  - Label Studio
  - subpackage_predictions
  created: '2026-05-19'
  modified: '2026-05-19'
binds:
- namespace: env
  keys:
    LABEL_STUDIO_API_KEY: LABEL_STUDIO_API_KEY
capability:
  consumes:
  - type: http
    namespace: label-studio-subpackage-predictions
    baseUri: http://localhost:8000
    description: API Reference — subpackage_predictions business capability. Self-contained, no shared references.
    resources:
    - name: api-predictions
      path: /api/predictions/
      operations:
      - name: list
        method: GET
        description: List predictions
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: project
          in: query
          type: integer
          description: Filter predictions by project ID
        - name: task
          in: query
          type: integer
          description: Filter predictions by task ID
        - name: Authorization
          in: header
          type: string
          description: 'The token (or API key) must be passed as a request header. You can find your user token on the User
            Account page in Label Studio. Example: <br><pre><code class='
          required: true
      - name: create
        method: POST
        description: Create prediction
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: Authorization
          in: header
          type: string
          description: 'The token (or API key) must be passed as a request header. You can find your user token on the User
            Account page in Label Studio. Example: <br><pre><code class='
          required: true
        - name: body
          in: body
          type: object
          description: Request body (JSON).
          required: false
    - name: api-predictions-id
      path: /api/predictions/{id}/
      operations:
      - name: get
        method: GET
        description: Get prediction details
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: id
          in: path
          type: integer
          description: Prediction ID
          required: true
        - name: Authorization
          in: header
          type: string
          description: 'The token (or API key) must be passed as a request header. You can find your user token on the User
            Account page in Label Studio. Example: <br><pre><code class='
          required: true
      - name: delete
        method: DELETE
        description: Delete prediction
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: id
          in: path
          type: integer
          description: Prediction ID
          required: true
        - name: Authorization
          in: header
          type: string
          description: 'The token (or API key) must be passed as a request header. You can find your user token on the User
            Account page in Label Studio. Example: <br><pre><code class='
          required: true
      - name: update
        method: PATCH
        description: Update prediction
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: id
          in: path
          type: integer
          description: Prediction ID
          required: true
        - name: Authorization
          in: header
          type: string
          description: 'The token (or API key) must be passed as a request header. You can find your user token on the User
            Account page in Label Studio. Example: <br><pre><code class='
          required: true
        - name: body
          in: body
          type: object
          description: Request body (JSON).
          required: false
    authentication:
      type: apikey
      key: Authorization
      value: '{{env.LABEL_STUDIO_API_KEY}}'
      placement: header
  exposes:
  - type: rest
    namespace: label-studio-subpackage-predictions-rest
    port: 8080
    description: REST adapter for API Reference — subpackage_predictions. One Spectral-compliant resource per consumed operation,
      prefixed with /v1.
    resources:
    - path: /v1/api/predictions
      name: api-predictions
      description: REST surface for api-predictions.
      operations:
      - method: GET
        name: list
        description: List predictions
        call: label-studio-subpackage-predictions.list
        with:
          project: rest.project
          task: rest.task
          Authorization: rest.Authorization
        outputParameters:
        - type: object
          mapping: $.
      - method: POST
        name: create
        description: Create prediction
        call: label-studio-subpackage-predictions.create
        with:
          Authorization: rest.Authorization
          body: rest.body
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/api/predictions/{id}
      name: api-predictions-id
      description: REST surface for api-predictions-id.
      operations:
      - method: GET
        name: get
        description: Get prediction details
        call: label-studio-subpackage-predictions.get
        with:
          id: rest.id
          Authorization: rest.Authorization
        outputParameters:
        - type: object
          mapping: $.
      - method: DELETE
        name: delete
        description: Delete prediction
        call: label-studio-subpackage-predictions.delete
        with:
          id: rest.id
          Authorization: rest.Authorization
        outputParameters:
        - type: object
          mapping: $.
      - method: PATCH
        name: update
        description: Update prediction
        call: label-studio-subpackage-predictions.update
        with:
          id: rest.id
          Authorization: rest.Authorization
          body: rest.body
        outputParameters:
        - type: object
          mapping: $.
  - type: mcp
    namespace: label-studio-subpackage-predictions-mcp
    port: 9090
    transport: http
    description: MCP adapter for API Reference — subpackage_predictions. One tool per consumed operation, routed inline through
      this capability's consumes block.
    tools:
    - name: list-predictions
      description: List predictions
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: label-studio-subpackage-predictions.list
      with:
        project: tools.project
        task: tools.task
        Authorization: tools.Authorization
      outputParameters:
      - type: object
        mapping: $.
    - name: create-prediction
      description: Create prediction
      hints:
        readOnly: false
        destructive: false
        idempotent: false
      call: label-studio-subpackage-predictions.create
      with:
        Authorization: tools.Authorization
        body: tools.body
      outputParameters:
      - type: object
        mapping: $.
    - name: get-prediction-details
      description: Get prediction details
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: label-studio-subpackage-predictions.get
      with:
        id: tools.id
        Authorization: tools.Authorization
      outputParameters:
      - type: object
        mapping: $.
    - name: delete-prediction
      description: Delete prediction
      hints:
        readOnly: false
        destructive: true
        idempotent: true
      call: label-studio-subpackage-predictions.delete
      with:
        id: tools.id
        Authorization: tools.Authorization
      outputParameters:
      - type: object
        mapping: $.
    - name: update-prediction
      description: Update prediction
      hints:
        readOnly: false
        destructive: false
        idempotent: true
      call: label-studio-subpackage-predictions.update
      with:
        id: tools.id
        Authorization: tools.Authorization
        body: tools.body
      outputParameters:
      - type: object
        mapping: $.