Tool

personalize_campaign

Personalize campaign

Idempotent

SurfacesChat agentMCPCLI

Draft PER-RECIPIENT warm bodies for a campaign from a list of subscribers + their first-party usage stats — the LLM rewrites the body for each. Flips the campaign to per-recipient mode and lands each body in the shared Review queue (drafted). Nothing sends. Needs a model wired.

CLI: tinbox personalize-campaign

Parameters

Name	Type	Required	Description
`id`	string	yes	The campaign id.
`instruction`	string	yes	The base instruction the per-recipient bodies are written against.
`recipients`	object[]	yes	The subscribers to personalize for, each with their usage stats.
▸expand recipients array items — object `recipient` stringrequired The subscriber's email address. ▸`name` one of The subscriber's name. option 1string option 2null `stats` objectrequired First-party usage stats for this subscriber (drives the personalization).

Example

json

{
  "id": "<id>",
  "instruction": "<instruction>",
  "recipients": [
    {
      "recipient": "<recipient>",
      "stats": {}
    }
  ]
}