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

# Search the golden set

> The AI SDR's Golden set: every kept dialogue, with counts by tier, kind, source, scenario, sender profile and who kept it (golden_by), and the edits waiting for a Keep (filter proposed). filter.q finds a dialogue by what was said; sort used_count desc orders by the replies it was read before. mode semantic lists the rows nearest to the text in filter.q the way the agent picks them, each with its similarity. page_size 0 returns counts alone.

Contract:
- MCP tool `search_agent_examples`, registry package `mcp.unibox/agent_examples`, mount `unibox.agent-memory`.
- Operation `search`, response envelope `search`.
- Flags: read only.



## OpenAPI

````yaml /api-reference/unibox/openapi.yaml post /api/agent-examples/search
openapi: 3.0.3
info:
  title: 'GetSales public contract: gs.service.unibox'
  description: >-
    The team inbox and the AI SDR: every LinkedIn and email thread in one place
    (conversations, messages, the timeline events), the manual tasks a thread
    spawns, the sender profiles the team speaks through with their LinkedIn
    account and mailboxes, and the one agent per team with its scenarios, plans
    and runs.


    GENERATED. This document is projected from the Zod MCP tool registry in
    `product/mcp/gs.mcp` (one tool per public endpoint, 1:1). Do not edit it by
    hand; edit the tool definition and regenerate with `pnpm openapi:public`.


    Surface: the public `/api` contract of `gs.service.unibox`, 125 operations.
    This is the only OpenAPI document the platform publishes. Internal
    (`/internal`) and health endpoints are deliberately absent: they are not
    part of any contract, they can change without notice, and the service source
    is their only description.


    Conventions:

    - Auth is a bearer JWT, optionally narrowed by the `Team-SID` header.

    - Every success body is an MCP envelope: `success: true` plus one typed
    `operation` shape (`search`, `get`, `create`, `update`, `delete`, `metrics`,
    `group_by`, `action`), and a `meta` block with `trace_id` for support.

    - Every failure is the same `McpError` envelope with a code from a fixed
    16-code taxonomy, so a client maps errors once.

    - Lists page with `page_size` (0 to 500, default 50) plus an opaque forward
    `cursor`; `page_size: 0` returns counts only.

    - On `GET` and `DELETE`, object-valued query parameters (`filter`, `sort`)
    travel as JSON text and array-valued ones repeat as `name[]=value`.

    - The MCP-only `_meta` field (usage analytics) never reaches the backend and
    is not part of this contract.
  version: '1.0'
  contact:
    name: GetSales
    url: https://getsales.io
    email: support@getsales.io
  license:
    name: Proprietary
    url: https://getsales.io/terms
servers:
  - url: https://beta.getsales.io/unibox/v1
    description: >-
      Production (the gateway path on the beta ring; the origin is provisioned
      per DEPLOY_MAP.md)
security:
  - BearerJwt: []
    TeamSid: []
tags:
  - name: agent_answers
    description: >-
      Registry package `mcp.unibox/agent_answers`, served on MCP mount
      `unibox.knowledge`.
  - name: agent_conversation_uploads
    description: >-
      Registry package `mcp.unibox/agent_conversation_uploads`, served on MCP
      mount `unibox.agent-memory`.
  - name: agent_examples
    description: >-
      Registry package `mcp.unibox/agent_examples`, served on MCP mount
      `unibox.agent-memory`.
  - name: agent_hints
    description: >-
      Registry package `mcp.unibox/agent_hints`, served on MCP mount
      `unibox.agent-memory`.
  - name: agent_plans
    description: >-
      Registry package `mcp.unibox/agent_plans`, served on MCP mount
      `unibox.agent`.
  - name: agent_runs
    description: >-
      Registry package `mcp.unibox/agent_runs`, served on MCP mount
      `unibox.agent-memory`.
  - name: agent_scenarios
    description: >-
      Registry package `mcp.unibox/agent_scenarios`, served on MCP mount
      `unibox.agent`.
  - name: agent_source_parses
    description: >-
      Registry package `mcp.unibox/agent_source_parses`, served on MCP mount
      `unibox.knowledge`.
  - name: agent_sources
    description: >-
      Registry package `mcp.unibox/agent_sources`, served on MCP mount
      `unibox.knowledge`.
  - name: agent_tests
    description: >-
      Registry package `mcp.unibox/agent_tests`, served on MCP mount
      `unibox.agent-memory`.
  - name: agents
    description: >-
      Registry package `mcp.unibox/agents`, served on MCP mount
      `unibox.website`.
  - name: conversation_events
    description: >-
      Registry package `mcp.unibox/conversation_events`, served on MCP mount
      `unibox.inbox`.
  - name: conversations
    description: >-
      Registry package `mcp.unibox/conversations`, served on MCP mount
      `unibox.inbox`.
  - name: messages
    description: >-
      Registry package `mcp.unibox/messages`, served on MCP mount
      `unibox.inbox`.
  - name: sender_profiles
    description: >-
      Registry package `mcp.unibox/sender_profiles`, served on MCP mount
      `unibox.sender-profiles`.
  - name: tasks
    description: Registry package `mcp.unibox/tasks`, served on MCP mount `unibox.inbox`.
  - name: timeline
    description: >-
      Registry package `mcp.unibox/timeline`, served on MCP mount
      `unibox.inbox`.
paths:
  /api/agent-examples/search:
    post:
      tags:
        - agent_examples
      summary: Search the golden set
      description: >-
        The AI SDR's Golden set: every kept dialogue, with counts by tier, kind,
        source, scenario, sender profile and who kept it (golden_by), and the
        edits waiting for a Keep (filter proposed). filter.q finds a dialogue by
        what was said; sort used_count desc orders by the replies it was read
        before. mode semantic lists the rows nearest to the text in filter.q the
        way the agent picks them, each with its similarity. page_size 0 returns
        counts alone.


        Contract:

        - MCP tool `search_agent_examples`, registry package
        `mcp.unibox/agent_examples`, mount `unibox.agent-memory`.

        - Operation `search`, response envelope `search`.

        - Flags: read only.
      operationId: search_agent_examples
      requestBody:
        required: false
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/SearchAgentExamplesRequest'
      responses:
        '200':
          description: '`search` success envelope.'
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/SearchAgentExamplesResponse'
        4XX:
          $ref: '#/components/responses/McpClientError'
        5XX:
          $ref: '#/components/responses/McpServerError'
components:
  schemas:
    SearchAgentExamplesRequest:
      type: object
      description: Request body of `search_agent_examples`.
      properties:
        filter:
          type: object
          properties:
            q:
              type: string
              maxLength: 4000
              description: >-
                Free text over the situation, the answer and the note (forget
                takes it too); in mode semantic, the situation to match,
                required there.
            sid:
              type: object
              properties:
                eq:
                  type: string
                  minLength: 18
                  maxLength: 18
                  pattern: ^ub_eg_
                  description: Golden set row sid (ub_eg_…).
                in:
                  type: array
                  items:
                    type: string
                    minLength: 18
                    maxLength: 18
                    pattern: ^ub_eg_
                    description: Golden set row sid (ub_eg_…).
              additionalProperties: false
              description: Row sid(s), ub_eg_ prefix.
            agent_sid:
              type: object
              properties:
                eq:
                  type: string
                  minLength: 18
                  maxLength: 18
                  pattern: ^ub_ag_
              additionalProperties: false
              description: >-
                Whose Golden set (ub_ag_…, block 10, 2026-10-30); left out, the
                team's default agent's.
            sender_profile_sid:
              type: object
              properties:
                eq:
                  type: string
                  minLength: 18
                  maxLength: 18
                  pattern: ^ub_sp_
                in:
                  type: array
                  items:
                    type: string
                    minLength: 18
                    maxLength: 18
                    pattern: ^ub_sp_
                is_null:
                  type: boolean
              additionalProperties: false
              description: >-
                What one sender profile's replies taught (ub_sp_…); { is_null:
                true } for the pairs typed by hand.
            conversation_sid:
              type: object
              properties:
                eq:
                  type: string
                  minLength: 18
                  maxLength: 18
                  pattern: ^ub_cv_
                in:
                  type: array
                  items:
                    type: string
                    minLength: 18
                    maxLength: 18
                    pattern: ^ub_cv_
              additionalProperties: false
              description: The rows read from one thread (ub_cv_…).
            message_sid:
              type: object
              properties:
                eq:
                  type: string
                  minLength: 18
                  maxLength: 18
                  pattern: ^ub_ms_
                in:
                  type: array
                  items:
                    type: string
                    minLength: 18
                    maxLength: 18
                    pattern: ^ub_ms_
              additionalProperties: false
              description: Whether a message is in the set already (ub_ms_…).
            document_sid:
              type: object
              properties:
                eq:
                  type: string
                  minLength: 18
                  maxLength: 18
                  pattern: ^ub_cu_
                in:
                  type: array
                  items:
                    type: string
                    minLength: 18
                    maxLength: 18
                    pattern: ^ub_cu_
                is_null:
                  type: boolean
              additionalProperties: false
              description: >-
                The dialogues kept from one conversations upload (ub_cu_…); {
                is_null: true } for every other source.
            tier:
              type: object
              properties:
                eq:
                  type: string
                  enum:
                    - golden
                    - auto
                in:
                  type: array
                  items:
                    type: string
                    enum:
                      - golden
                      - auto
              additionalProperties: false
              description: '{ eq: "golden" } is what people vouched for.'
            source:
              type: object
              properties:
                eq:
                  type: string
                  enum:
                    - history
                    - own_send
                    - approved_edit
                    - remembered
                    - document
                    - manual
                in:
                  type: array
                  items:
                    type: string
                    enum:
                      - history
                      - own_send
                      - approved_edit
                      - remembered
                      - document
                      - manual
              additionalProperties: false
              description: Where the rows came from.
            kind:
              type: object
              properties:
                eq:
                  type: string
                  enum:
                    - reply
                    - followup
                in:
                  type: array
                  items:
                    type: string
                    enum:
                      - reply
                      - followup
              additionalProperties: false
              description: reply or followup; mode semantic takes a plain value.
            channel:
              type: object
              properties:
                eq:
                  type: string
                  enum:
                    - linkedin
                    - email
                in:
                  type: array
                  items:
                    type: string
                    enum:
                      - linkedin
                      - email
                is_null:
                  type: boolean
              additionalProperties: false
              description: >-
                The channel the answers went on; mode semantic takes a plain
                value and adds the rows with none.
            scenario_key:
              type: object
              properties:
                eq:
                  type: string
                in:
                  type: array
                  items:
                    type: string
                is_null:
                  type: boolean
              additionalProperties: false
              description: The classified scenario of the situation.
            embedding_state:
              type: object
              properties:
                eq:
                  type: string
                  enum:
                    - pending
                    - ready
                    - failed
                in:
                  type: array
                  items:
                    type: string
                    enum:
                      - pending
                      - ready
                      - failed
              additionalProperties: false
              description: >-
                { eq: "failed" } lists the rows whose vector could not be
                written.
            proposed:
              type: object
              properties:
                eq:
                  type: boolean
                ne:
                  type: boolean
              additionalProperties: false
              description: >-
                true: the edits waiting for a Keep (From your edits); false: the
                rows in the set.
            golden_by:
              type: object
              properties:
                eq:
                  type: string
                  minLength: 18
                  maxLength: 18
                in:
                  type: array
                  items:
                    type: string
                    minLength: 18
                    maxLength: 18
                is_null:
                  type: boolean
              additionalProperties: false
              description: >-
                Who kept the row, by the actor sid in its golden_by identity
                (us_mb_… for a member); { is_null: true } for the rows nobody
                kept by hand (block AC5).
            answered_at:
              type: object
              properties:
                gte:
                  type: string
                lte:
                  type: string
                gt:
                  type: string
                lt:
                  type: string
              additionalProperties: false
              description: ISO 8601 range of when the answers went out.
            created_at:
              type: object
              properties:
                gte:
                  type: string
                lte:
                  type: string
                gt:
                  type: string
                lt:
                  type: string
              additionalProperties: false
              description: ISO 8601 range.
            deleted_at:
              type: object
              properties:
                is_null:
                  type: boolean
              additionalProperties: false
              description: >-
                Default scope is the live rows; forgotten ones stay out of every
                read.
          description: >-
            Field filters, ANDed: {field: {eq | ne | in | nin | gte | lte | gt |
            lt | is_null}}; q inside it is free text. Omit for every row.
        include:
          type: array
          items:
            type: string
            enum:
              - usage
              - thread
          description: Relations to attach to every item; omit for the bare rows.
        sort:
          type: object
          properties:
            field:
              type: string
              enum:
                - created_at
                - answered_at
                - used_count
                - last_used_at
                - seen_count
                - golden_at
              description: The column to order by.
            direction:
              type: string
              enum:
                - asc
                - desc
              description: asc or desc; default desc.
          required:
            - field
          description: One column and its direction; omit for the default order.
        page_size:
          type: integer
          minimum: 0
          maximum: 500
          description: 0..500, default 50; 0 = counts only, 1 = the first row.
        cursor:
          type: string
          nullable: true
          description: pagination.next_cursor of the previous page.
        mode:
          type: string
          enum:
            - words
            - semantic
          description: >-
            words (default): the list with its counts, q as free text; semantic:
            the rows nearest to the situation in filter.q, as the agent's pick
            reads them, up to 50, each with its similarity, no cursor.
    SearchAgentExamplesResponse:
      type: object
      properties:
        success:
          type: boolean
          enum:
            - true
        operation:
          type: string
          enum:
            - search
        items:
          type: array
          items:
            type: object
            properties:
              item:
                type: object
                properties:
                  sid:
                    type: string
                    description: Golden set row sid (ub_eg_…).
                  team_sid:
                    type: string
                    description: Owning team (ts_tm_…, external - gs.service.id).
                  agent_sid:
                    type: string
                    nullable: true
                    description: >-
                      The AI SDR whose Golden set the row is in (ub_ag_…, block
                      10, 2026-10-30); null on a row from before, read as the
                      team's default's.
                  tier:
                    type: string
                    enum:
                      - golden
                      - auto
                    description: >-
                      golden: a person vouched for it (Remember, a pair by hand,
                      a Keep, a promotion), picked ahead; auto: learned by rule
                      from the team's own sends.
                  source:
                    type: string
                    enum:
                      - history
                      - own_send
                      - approved_edit
                      - remembered
                      - document
                      - manual
                    description: >-
                      history (the history walk's harvest), own_send (a person's
                      reply in a live thread), approved_edit (an agent draft a
                      person edited), remembered, manual (a pair typed by hand),
                      document (kept from a conversations upload, block AC5).
                  kind:
                    type: string
                    enum:
                      - reply
                      - followup
                    description: >-
                      reply: the team's answer to the lead's message; followup:
                      our message after the lead went quiet.
                  situation:
                    type: string
                    description: >-
                      What the answer responds to: the lead's message(s), or our
                      unanswered message for a follow-up. Names are
                      placeholders: {lead}, {lead_company}, {sender}.
                  answer:
                    type: string
                    description: >-
                      The team's answer as it went out (or as the person wrote
                      it), names as placeholders.
                  sender_profile_sid:
                    type: string
                    nullable: true
                    description: >-
                      The sender profile that answered (ub_sp_…); null on a pair
                      typed by hand.
                  conversation_sid:
                    type: string
                    nullable: true
                    description: >-
                      The thread the pair was read from (ub_cv_…); null on a
                      pair typed by hand.
                  message_sid:
                    type: string
                    nullable: true
                    description: >-
                      The outbound message the answer is (ub_ms_…); one row per
                      message. Null on a pair typed by hand.
                  document_sid:
                    type: string
                    nullable: true
                    description: >-
                      The conversations upload the dialogue was kept from
                      (ub_cu_…, block AC5); null on every other source.
                  channel:
                    type: string
                    nullable: true
                    enum:
                      - linkedin
                      - email
                    description: >-
                      The channel the answer went on; null on a pair typed by
                      hand (read on every channel).
                  scenario_key:
                    type: string
                    nullable: true
                    description: >-
                      The classified scenario of the situation (interested,
                      objection, ...) when known.
                  context_before:
                    type: string
                    nullable: true
                    description: >-
                      Our message before the lead's, the context the situation
                      reads against; null on a follow-up.
                  draft_text:
                    type: string
                    nullable: true
                    description: >-
                      approved_edit only: the agent's draft before the person's
                      edit, beside the answer they sent.
                  note:
                    type: string
                    nullable: true
                    description: A person's note on when the row applies, max 512 chars.
                  seen_count:
                    type: integer
                    minimum: 1
                    description: >-
                      How often the same answer was met across the team's
                      threads.
                  used_count:
                    type: integer
                    minimum: 0
                    description: How many agent turns the row was shown to.
                  last_used_at:
                    type: string
                    nullable: true
                    description: >-
                      ISO 8601 UTC of the last turn that read it; null when none
                      did.
                  answered_at:
                    type: string
                    nullable: true
                    description: ISO 8601 UTC, when the answer went out.
                  embedding_state:
                    type: string
                    enum:
                      - pending
                      - ready
                      - failed
                    description: >-
                      pending until the vector is written, ready when the pick
                      can read it, failed after three tries (an edit of the
                      situation sends it back to pending).
                  embedding_model:
                    type: string
                    nullable: true
                    description: provider/model that wrote the vector; null while pending.
                  golden_by:
                    type: object
                    nullable: true
                    properties:
                      actor_type:
                        type: string
                        enum:
                          - user
                          - support
                          - api_key
                          - system
                          - agent
                      actor_sid:
                        type: string
                        nullable: true
                      team_sid:
                        type: string
                      actor_name:
                        type: string
                        nullable: true
                        description: >-
                          The OAuth client that acted ("Claude", "n8n"); null
                          for a user, an API key or a system job.
                      oauth_client_sid:
                        type: string
                        nullable: true
                        description: >-
                          The acting OAuth client (id_oc_*); null off the OAuth
                          path.
                      reason:
                        type: string
                        nullable: true
                        description: >-
                          Why a system actor wrote the row
                          (snapshot_capture_job, ...); null otherwise.
                      permissions:
                        type: object
                        additionalProperties: {}
                        description: >-
                          Internal audit context: the grant set the actor held
                          at write time. Not a contract.
                      cluster_id:
                        type: integer
                        nullable: true
                        description: >-
                          Internal audit context: the cluster that served the
                          write.
                      trace_id:
                        type: string
                        nullable: true
                        description: >-
                          Internal audit context: the trace id of the request
                          that wrote the row.
                    required:
                      - actor_type
                      - actor_sid
                      - team_sid
                      - permissions
                    description: Who made the row golden; null on an auto row.
                  golden_at:
                    type: string
                    nullable: true
                    description: ISO 8601 UTC, when it became golden; null on an auto row.
                  proposed_at:
                    type: string
                    nullable: true
                    description: >-
                      Set while an edited draft waits for a person's Keep (From
                      your edits): such a row is never picked. Null once in the
                      set.
                  created_by:
                    type: object
                    properties:
                      actor_type:
                        type: string
                        enum:
                          - user
                          - support
                          - api_key
                          - system
                          - agent
                      actor_sid:
                        type: string
                        nullable: true
                      team_sid:
                        type: string
                      actor_name:
                        type: string
                        nullable: true
                        description: >-
                          The OAuth client that acted ("Claude", "n8n"); null
                          for a user, an API key or a system job.
                      oauth_client_sid:
                        type: string
                        nullable: true
                        description: >-
                          The acting OAuth client (id_oc_*); null off the OAuth
                          path.
                      reason:
                        type: string
                        nullable: true
                        description: >-
                          Why a system actor wrote the row
                          (snapshot_capture_job, ...); null otherwise.
                      permissions:
                        type: object
                        additionalProperties: {}
                        description: >-
                          Internal audit context: the grant set the actor held
                          at write time. Not a contract.
                      cluster_id:
                        type: integer
                        nullable: true
                        description: >-
                          Internal audit context: the cluster that served the
                          write.
                      trace_id:
                        type: string
                        nullable: true
                        description: >-
                          Internal audit context: the trace id of the request
                          that wrote the row.
                    required:
                      - actor_type
                      - actor_sid
                      - team_sid
                      - permissions
                    description: >-
                      The actor whose write bore the row (the system for the
                      harvest).
                  deleted_by:
                    type: object
                    nullable: true
                    properties:
                      actor_type:
                        type: string
                        enum:
                          - user
                          - support
                          - api_key
                          - system
                          - agent
                      actor_sid:
                        type: string
                        nullable: true
                      team_sid:
                        type: string
                      actor_name:
                        type: string
                        nullable: true
                        description: >-
                          The OAuth client that acted ("Claude", "n8n"); null
                          for a user, an API key or a system job.
                      oauth_client_sid:
                        type: string
                        nullable: true
                        description: >-
                          The acting OAuth client (id_oc_*); null off the OAuth
                          path.
                      reason:
                        type: string
                        nullable: true
                        description: >-
                          Why a system actor wrote the row
                          (snapshot_capture_job, ...); null otherwise.
                      permissions:
                        type: object
                        additionalProperties: {}
                        description: >-
                          Internal audit context: the grant set the actor held
                          at write time. Not a contract.
                      cluster_id:
                        type: integer
                        nullable: true
                        description: >-
                          Internal audit context: the cluster that served the
                          write.
                      trace_id:
                        type: string
                        nullable: true
                        description: >-
                          Internal audit context: the trace id of the request
                          that wrote the row.
                    required:
                      - actor_type
                      - actor_sid
                      - team_sid
                      - permissions
                    description: Who forgot it; null on a live row.
                  created_at:
                    type: string
                    description: ISO 8601 UTC.
                  updated_at:
                    type: string
                    description: ISO 8601 UTC.
                  deleted_at:
                    type: string
                    nullable: true
                    description: ISO 8601 UTC once forgotten; null on a live row.
                required:
                  - sid
                  - team_sid
                  - agent_sid
                  - tier
                  - source
                  - kind
                  - situation
                  - answer
                  - sender_profile_sid
                  - conversation_sid
                  - message_sid
                  - document_sid
                  - channel
                  - scenario_key
                  - context_before
                  - draft_text
                  - note
                  - seen_count
                  - used_count
                  - last_used_at
                  - answered_at
                  - embedding_state
                  - embedding_model
                  - golden_by
                  - golden_at
                  - proposed_at
                  - created_by
                  - deleted_by
                  - created_at
                  - updated_at
                  - deleted_at
              included:
                type: object
                properties:
                  similarity:
                    type: number
                    minimum: 0
                    maximum: 1
                    description: >-
                      mode semantic only: how near the row is to the text
                      searched, (1 + cosine) / 2, best first.
                  used_30d:
                    type: integer
                    minimum: 0
                    description: >-
                      include usage: the agent turns that read the row in the
                      last 30 days (used_count on the row counts every turn).
                  last_uses:
                    type: array
                    items:
                      type: object
                      properties:
                        at:
                          type: string
                          nullable: true
                          description: ISO 8601 UTC of the turn.
                        conversation_sid:
                          type: string
                          description: The thread it wrote on (ub_cv_…).
                        run_sid:
                          type: string
                          description: >-
                            The turn (ub_rn_…): get_agent_run reads how the
                            reply was made.
                        run_outcome:
                          type: string
                          nullable: true
                          description: >-
                            What became of that reply (AgentRunOutcomeEnum:
                            written, edited, unsure, waiting, handed, test);
                            null while none.
                        lead_name:
                          type: string
                          nullable: true
                          description: The lead of that thread.
                        outcome:
                          type: object
                          nullable: true
                          properties:
                            kind:
                              type: string
                              description: >-
                                booked, signed_up, registered (the Playbook's
                                end), their_link, confirmed_time, gave_contact
                                (the lead's own evidence), handed (a person took
                                the thread), replied (the lead wrote again),
                                back_on (the lead named a date and the plan
                                waits until it: at is the date), no_reply.
                            at:
                              type: string
                              nullable: true
                              description: ISO 8601 UTC of what happened; null on no_reply.
                          required:
                            - kind
                            - at
                          description: >-
                            What happened on that thread after the reply; null
                            when the thread is gone.
                      required:
                        - at
                        - conversation_sid
                        - run_sid
                        - run_outcome
                        - lead_name
                        - outcome
                    description: >-
                      include usage: the newest three turns that read the row,
                      whatever their age, newest first.
                  lead_name:
                    type: string
                    nullable: true
                    description: >-
                      include thread: the lead of the thread the pair was read
                      from (or the lead the upload named); null on a pair typed
                      by hand.
                  lead_company:
                    type: string
                    nullable: true
                    description: >-
                      include thread: the lead's company, from the linked person
                      or the upload; null when unknown.
                  sender_profile_name:
                    type: string
                    nullable: true
                    description: >-
                      include thread: the sender profile whose person answered;
                      null on a pair typed by hand or uploaded.
                  dialogue:
                    type: object
                    properties:
                      channel:
                        type: string
                        nullable: true
                        description: >-
                          linkedin or email; null on a dialogue typed by hand
                          with no channel.
                      origin:
                        type: object
                        properties:
                          kind:
                            type: string
                            description: >-
                              workflow (a workflow's message opened the thread),
                              person (a person's own first touch), lead (the
                              lead wrote first), history (the history walk),
                              upload (a conversations upload), typed (a pair
                              typed by hand).
                          workflow_name:
                            type: string
                            nullable: true
                            description: The workflow, when one opened the thread.
                          ordinal:
                            type: integer
                            nullable: true
                            description: >-
                              Our message before the kept reply counted among
                              our messages on the thread, from 1 ("from the
                              workflow's message 2").
                        required:
                          - kind
                          - workflow_name
                          - ordinal
                      before:
                        type: object
                        nullable: true
                        properties:
                          message_sid:
                            type: string
                            nullable: true
                            description: >-
                              The message (ub_ms_…); null on a dialogue typed by
                              hand or uploaded.
                          author:
                            type: string
                            description: >-
                              person (a person wrote it), agent (the AI SDR's
                              draft went out), workflow (a workflow's message).
                          author_name:
                            type: string
                            nullable: true
                            description: The sender profile whose person wrote it.
                          text:
                            type: string
                            description: The message as it went out.
                          at:
                            type: string
                            nullable: true
                            description: ISO 8601 UTC.
                        required:
                          - message_sid
                          - author
                          - author_name
                          - text
                          - at
                        description: >-
                          Our message before the lead's; null when the lead
                          wrote first.
                      theirs:
                        type: object
                        nullable: true
                        properties:
                          message_sid:
                            type: string
                            nullable: true
                          text:
                            type: string
                            description: >-
                              The lead's message(s) the reply answered, as
                              written (several joined by a blank line).
                          at:
                            type: string
                            nullable: true
                        required:
                          - message_sid
                          - text
                          - at
                        description: >-
                          What they wrote; null on a follow-up to our own
                          unanswered message.
                      kept:
                        type: object
                        properties:
                          message_sid:
                            type: string
                            nullable: true
                            description: >-
                              The message (ub_ms_…); null on a dialogue typed by
                              hand or uploaded.
                          author:
                            type: string
                            description: >-
                              person (a person wrote it), agent (the AI SDR's
                              draft went out), workflow (a workflow's message).
                          author_name:
                            type: string
                            nullable: true
                            description: The sender profile whose person wrote it.
                          text:
                            type: string
                            description: The message as it went out.
                          at:
                            type: string
                            nullable: true
                            description: ISO 8601 UTC.
                          draft_text:
                            type: string
                            nullable: true
                            description: >-
                              The agent's draft before the person's edit; null
                              when the reply went as drafted or a person wrote
                              it.
                          edits:
                            type: array
                            nullable: true
                            items:
                              type: object
                              properties:
                                op:
                                  type: string
                                  description: >-
                                    equal (both texts), del (the draft's own
                                    words, struck), ins (the person's own,
                                    written).
                                text:
                                  type: string
                              required:
                                - op
                                - text
                            description: >-
                              The edit against the draft, word by word, in
                              order; null when there was no draft to mark
                              against.
                        required:
                          - message_sid
                          - author
                          - author_name
                          - text
                          - at
                          - draft_text
                          - edits
                        description: The kept reply.
                      next:
                        type: object
                        nullable: true
                        properties:
                          message_sid:
                            type: string
                            nullable: true
                          text:
                            type: string
                          at:
                            type: string
                            nullable: true
                        required:
                          - message_sid
                          - text
                          - at
                        description: >-
                          The lead's next message after the kept reply; null
                          when none came.
                      outcome:
                        type: object
                        nullable: true
                        properties:
                          kind:
                            type: string
                            description: >-
                              booked, signed_up, registered (the Playbook's
                              end), their_link, confirmed_time, gave_contact
                              (the lead's own evidence), handed (a person took
                              the thread), replied (the lead wrote again),
                              back_on (the lead named a date and the plan waits
                              until it: at is the date), no_reply.
                          at:
                            type: string
                            nullable: true
                            description: ISO 8601 UTC of what happened; null on no_reply.
                        required:
                          - kind
                          - at
                        description: >-
                          What happened after the kept reply; null on a dialogue
                          with no thread.
                      takes:
                        type: object
                        properties:
                          words:
                            type: integer
                            description: The kept reply's words.
                          sentences:
                            type: integer
                            description: Its sentences.
                          ask:
                            type: object
                            properties:
                              kind:
                                type: string
                                description: >-
                                  time_slots (times or days offered), question,
                                  link (a booking link), none.
                              count:
                                type: integer
                                description: The slots or questions counted.
                              question_before:
                                type: boolean
                                description: >-
                                  Whether a question stands before the ask that
                                  ends it.
                            required:
                              - kind
                              - count
                              - question_before
                          register:
                            type: object
                            properties:
                              kind:
                                type: string
                                description: >-
                                  du, sie (the German registers), first_name
                                  (the lead addressed by name), formal, unknown.
                              as_they_wrote:
                                type: boolean
                                nullable: true
                                description: >-
                                  Whether the register matches the lead's own;
                                  null when either side cannot be read.
                            required:
                              - kind
                              - as_they_wrote
                          number:
                            type: object
                            properties:
                              kind:
                                type: string
                                description: exact (one figure), range, none.
                              text:
                                type: string
                                nullable: true
                                description: The figure as written ("627 EUR a month").
                            required:
                              - kind
                              - text
                        required:
                          - words
                          - sentences
                          - ask
                          - register
                          - number
                        description: >-
                          What the agent takes from the reply, read by rule: the
                          length, the ask, the register, the number.
                    required:
                      - channel
                      - origin
                      - before
                      - theirs
                      - kept
                      - next
                      - outcome
                      - takes
                    description: >-
                      include dialogue (get only): the whole dialogue around the
                      kept reply and what the agent takes from it.
            required:
              - item
              - included
        pagination:
          type: object
          properties:
            next_cursor:
              type: string
              nullable: true
            has_more:
              type: boolean
            total_count:
              type: integer
              nullable: true
          required:
            - next_cursor
            - has_more
            - total_count
        applied_filters:
          type: object
          additionalProperties: {}
        includes:
          type: array
          items:
            type: string
        meta:
          type: object
          properties:
            trace_id:
              type: string
              description: UUID v7; same 128-bit value as the X-Trace-Id header.
            span_id:
              type: string
              pattern: ^[0-9a-f]{16}$
              description: 16 hex chars, root span of this request.
            timestamp:
              type: string
              description: ISO 8601 UTC (Y-m-dTH:i:sZ), response time.
            duration_ms:
              type: integer
              minimum: 0
              description: Server-side wall clock.
            team_sid:
              type: string
              nullable: true
              description: >-
                The team this call ran in (the token team, or the team_sid
                override). Null when unauthenticated; absent from pre-2026-08-20
                backends.
            actor_type:
              type: string
              nullable: true
              description: >-
                user | agent | api_key | system. Null when unauthenticated;
                absent from pre-2026-08-20 backends.
          required:
            - trace_id
            - span_id
            - timestamp
            - duration_ms
        counts:
          type: object
          properties:
            total_count:
              type: integer
              minimum: 0
              description: Rows matching the filter (full filter scope, not the page).
            groups:
              type: object
              properties:
                tier:
                  anyOf:
                    - type: object
                      additionalProperties: {}
                    - type: array
                      items: {}
                  description: Rows by tier (golden, auto); an absent key means zero.
                kind:
                  anyOf:
                    - type: object
                      additionalProperties: {}
                    - type: array
                      items: {}
                  description: Rows by kind (reply, followup).
                source:
                  anyOf:
                    - type: object
                      additionalProperties: {}
                    - type: array
                      items: {}
                  description: Rows by source.
                scenario_key:
                  anyOf:
                    - type: object
                      additionalProperties: {}
                    - type: array
                      items: {}
                  description: Rows by scenario key, __null for the rows with none.
                sender_profile_sid:
                  anyOf:
                    - type: object
                      additionalProperties: {}
                    - type: array
                      items: {}
                  description: Rows by sender profile, __null for the pairs typed by hand.
                golden_by:
                  anyOf:
                    - type: object
                      additionalProperties: {}
                    - type: array
                      items: {}
                  description: >-
                    Rows by who kept them (the actor sid of golden_by), __null
                    for the rows nobody kept by hand (block AC5).
                proposed:
                  anyOf:
                    - type: object
                      additionalProperties: {}
                    - type: array
                      items: {}
                  description: >-
                    true: the edits waiting for a Keep (From your edits); false:
                    the rows in the set.
              required:
                - tier
                - kind
                - source
                - scenario_key
                - sender_profile_sid
                - golden_by
                - proposed
          required:
            - total_count
            - groups
      required:
        - success
        - operation
        - items
        - pagination
        - applied_filters
        - includes
        - meta
    McpError:
      type: object
      properties:
        success:
          type: boolean
          enum:
            - false
        error:
          type: object
          properties:
            code:
              type: string
              enum:
                - validation_failed
                - nothing_to_update
                - not_found
                - relation_not_found
                - invalid_transition
                - limit_exceeded
                - payment_required
                - duplicate_rejected
                - conflict
                - delete_blocked
                - unauthorized
                - forbidden
                - rate_limited
                - internal_error
                - service_unavailable
                - not_implemented
            message:
              type: string
            recoverable:
              type: boolean
            suggestion:
              type: string
            field_errors:
              type: object
              additionalProperties:
                type: array
                items:
                  type: object
                  properties:
                    rule:
                      type: string
                    message:
                      type: string
                  required:
                    - rule
                    - message
            blockers:
              type: array
              items:
                type: object
                properties:
                  type:
                    type: string
                    description: >-
                      Machine-readable blocker type (active_flow, pending_tasks,
                      …).
                  severity:
                    type: string
                    enum:
                      - hard
                      - soft
                    description: >-
                      hard = external action required; soft = acknowledge is
                      enough.
                  description:
                    type: string
                  entity_sid:
                    type: string
                    nullable: true
                  count:
                    type: integer
                  resolution:
                    type: string
                    description: 'Hard: tool name to call. Soft: code for acknowledge[].'
                  resolution_hint:
                    type: string
                required:
                  - type
                  - severity
                  - description
                  - entity_sid
                  - resolution
                  - resolution_hint
            context:
              type: object
              additionalProperties: {}
          required:
            - code
            - message
            - recoverable
        meta:
          type: object
          properties:
            trace_id:
              type: string
              description: UUID v7; same 128-bit value as the X-Trace-Id header.
            span_id:
              type: string
              pattern: ^[0-9a-f]{16}$
              description: 16 hex chars, root span of this request.
            timestamp:
              type: string
              description: ISO 8601 UTC (Y-m-dTH:i:sZ), response time.
            duration_ms:
              type: integer
              minimum: 0
              description: Server-side wall clock.
            team_sid:
              type: string
              nullable: true
              description: >-
                The team this call ran in (the token team, or the team_sid
                override). Null when unauthenticated; absent from pre-2026-08-20
                backends.
            actor_type:
              type: string
              nullable: true
              description: >-
                user | agent | api_key | system. Null when unauthenticated;
                absent from pre-2026-08-20 backends.
          required:
            - trace_id
            - span_id
            - timestamp
            - duration_ms
      required:
        - success
        - error
  responses:
    McpClientError:
      description: >-
        MCP error envelope. `error.code` is one of validation_failed,
        nothing_to_update, not_found, relation_not_found, invalid_transition,
        limit_exceeded, payment_required, duplicate_rejected, conflict,
        delete_blocked, unauthorized, forbidden, rate_limited, not_implemented.
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/McpError'
    McpServerError:
      description: >-
        MCP error envelope with `error.code` internal_error or
        service_unavailable.
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/McpError'
  securitySchemes:
    BearerJwt:
      type: http
      scheme: bearer
      bearerFormat: JWT
      description: >-
        Access token issued by gs.service.id. Its `access_identity` claim
        carries `team_sid`, `actor_sid` and `actor_type`, and that team scope is
        authoritative.
    TeamSid:
      type: apiKey
      in: header
      name: Team-SID
      description: >-
        Team scope for tokens that do not carry one. Ignored when the token
        already names a team.

````

This documentation is built and hosted on [Mintlify](https://mintlify.com), a developer documentation platform.