> ## Documentation Index
> Fetch the complete documentation index at: https://docs.spineworkspace.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Content AI Flow: How Twin Thinks Through Editorial Work

> Follow Twin's AI Flow in the Content domain: Observe, Orient, Assemble, Reason, Discover, Delegate, Collaborate, Decide, Act, and Continue.

The Content AI Flow is how Twin processes editorial signals and produces useful assistance. It mirrors the OODA loop but is extended for assembly, collaboration, and continuity in content work.

<Steps>
  <Step title="Observe">
    Twin monitors changes across Notion, WordPress, GitHub, and other connected systems for status changes, new drafts, and review requests.
  </Step>

  <Step title="Orient">
    It maps new signals to the Content domain model: is this a new article, a review handoff, or a campaign update?
  </Step>

  <Step title="Context Assembly">
    Twin pulls related articles, campaign briefs, author history, and style guides into a unified context object.
  </Step>

  <Step title="Reason">
    It evaluates next best actions: draft proposal, review flag, deadline alert, or asset recommendation.
  </Step>

  <Step title="Discover">
    Twin checks for gaps: missing topics, unlinked assets, outdated citations, or broken cross-references.
  </Step>

  <Step title="Delegate">
    It routes preparatory tasks to domain agents, such as fetching image metadata or checking URL health.
  </Step>

  <Step title="Collaborate">
    Twin presents proposals in the workbench as suggestions the practitioner can accept, edit, or reject.
  </Step>

  <Step title="Decide">
    Based on feedback, Twin finalizes the recommendation and prepares the capability request.
  </Step>

  <Step title="Act">
    Twin initiates the governed capability, such as submitting a review request or scheduling a publish.
  </Step>

  <Step title="Continue">
    It records the action, updates context, and preserves memory for the next session or handoff.
  </Step>
</Steps>

### Related

* [Content AI Workbench](/internal-docs/domains/content/ai-workbench)
* [Content Agents](/internal-docs/domains/content/agents)
* [Content Execution Flow](/internal-docs/domains/content/execution-flow)


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