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v0.15.31

Manual Futura campaign responder pilot runner

Operator CLI script for running the Futura draft responder pilot — dry-run by default, workspace-scoped, audit-logged.

Introduces the manual pilot runner for the Futura campaign responder.


  • Dry-run by default — requires explicit --live flag to create drafts.
  • Orchestrates: deterministic classifier → AI executor → idempotent draft finalizer.
  • Workspace-scoped exclusion filters: needs_human conversations, unsubscribed contacts.
  • Outbound message invariant check verifies no WhatsApp messages were sent.
  • Audit summary with counts by route, status, and duplicate skips.
  • Includes operator runbook at planning/operations/2026-05-04-futura-draft-responder-pilot.md.
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