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Communication in the Content domain follows consistent patterns that preserve intent and context across human and agent interactions. Every message, proposal, and handoff is part of the continuity layer.

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Human to Human

Practitioners communicate via inline comments on drafts, review summaries, and task assignments. The workbench surfaces these threads in context rather than scattered across emails or chat. When an editor approves a draft, the comment thread closes and the receipt becomes part of the article’s history.

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Human to Twin

You ask Twin for a draft proposal, a campaign summary, or a gap analysis. Twin responds with structured suggestions inside the workbench. You accept, edit, or reject each suggestion. Your feedback trains Twin’s relevance for future tasks.

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Twin to Agent

Twin delegates preparatory work to domain agents. For example, before proposing a draft, Twin may ask the Asset Agent to gather related images. The agent returns metadata and links, which Twin assembles into the proposal.

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Agent to Agent

Agents coordinate without human involvement when the task is routine. The Publish Agent may request a URL check from a utility agent before confirming go-live readiness. The result is logged and passed back as structured evidence.

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Agent to Tool

Agents interact with connected systems via connectors and MCP interfaces. The Publish Agent calls the WordPress connector to schedule a post. The Asset Agent queries Google Drive to verify a file’s existence and permissions.