launch-linkedin-campaign

A LinkedIn outreach sequence drafts connect and DM steps by expanding a YAML configuration into per-lead messages. The system stages bulk messaging output for explicit review before any sending occurs, ensuring safe outreach execution.

An outreach hypothesis gate requires an outreach-campaign-builder.hypothesis.json file to exist before launching. It prevents misrouted outbound actions by refusing to create the campaign record unless the hypothesis prerequisite is satisfied.

You stage LinkedIn messages for review by creating the campaign and drafting the sequence in a single guided workflow. The system then presents the created campaign and staged messages, asking for explicit confirmation rather than auto-sending.

Yes, you can filter lead subsets and route messages across multiple accounts. The workflow targets GTM outbound scenarios where bulk messaging must be staged, pulling qualified leads from a holding pool for multi-account routing.

Your sequence configuration should be a YAML file defining the connect and DM steps, and your lead dataset should be a JSON file containing the qualified leads. The workflow uses these paths to create the campaign and expand the sequence.