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CLI command

tinbox personalize-campaign

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.

Generated from tool: personalize_campaign

Usage

sh
tinbox personalize-campaign --id <id> --instruction <instruction> --recipients <recipients>

Flags

NameTypeRequiredDefaultDescription
--idstringyes—The campaign id.
--instructionstringyes—The base instruction the per-recipient bodies are written against.
--recipientsstringyes—The subscribers to personalize for, each with their usage stats.