Inbox / CLI

Generate reply draft

Name: Pipeline
Price: 99 USD

Run the ReplyAgent to draft a reply to an inbox conversation, using workspace GTM context (offers, ICP, personas, case studies) and calendar availability. Returns the drafted message, strategy, confidence, and whether it needs human review before sending.

pipeline generate-reply-draftBackend AI, consent required

Parameters

workspaceIdOptional · string: Optional workspace ID or slug. Required when this credential can access multiple workspaces and no workspace was configured on the client.
workspaceSlugOptional · string: Required for Clerk auth. Ignored when using API key (workspace inferred from key).
linkedin_account_idOptional · string: Optional connected LinkedIn account UUID used to scope calendar availability and reply context.
conversationRequired · object: Required. The conversation object (must include chat_id).
messagesOptional · array: Message thread the reply should respond to.
sentimentAnalysisOptional · object: Optional prior sentiment classification (from analyze-sentiment) to ground strategy selection.
allowHostedAiOptional · boolean: Must be true when this operation uses Pipeline hosted inference.

Request example

pipeline generate-reply-draft \
  --conversation-json '{}' \
  --allow-hosted-ai

Full input schema

Input schema

{
  "type": "object",
  "properties": {
    "workspaceId": {
      "type": "string",
      "minLength": 1,
      "description": "Optional workspace ID or slug. Required when this credential can access multiple workspaces and no workspace was configured on the client."
    },
    "workspaceSlug": {
      "type": "string",
      "description": "Required for Clerk auth. Ignored when using API key (workspace inferred from key)."
    },
    "linkedin_account_id": {
      "type": "string",
      "format": "uuid",
      "description": "Optional connected LinkedIn account UUID used to scope calendar availability and reply context."
    },
    "conversation": {
      "type": "object",
      "additionalProperties": true,
      "description": "Required. The conversation object (must include chat_id)."
    },
    "messages": {
      "type": "array",
      "items": {
        "type": "object",
        "additionalProperties": true
      },
      "description": "Message thread the reply should respond to."
    },
    "sentimentAnalysis": {
      "type": "object",
      "additionalProperties": true,
      "description": "Optional prior sentiment classification (from analyze-sentiment) to ground strategy selection."
    },
    "allowHostedAi": {
      "type": "boolean",
      "description": "Must be true when this operation uses Pipeline hosted inference."
    }
  },
  "required": [
    "conversation"
  ]
}

See this operation inMCP REST API TypeScript SDK