> ## 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 Workbench: Twin for Drafts, Assembly, and Review

> Discover how Twin, the personal AI operator, helps Content practitioners draft, assemble context, and propose next steps across the editorial lifecycle.

The Content AI Workbench is where Twin acts as a collaborative partner for authors and editors. Twin reads domain context, proposes drafts, surfaces gaps, and delegates tasks to domain agents so practitioners can focus on quality and strategy.

### What Twin Does in Content

* **Assembly** — gathers related articles, prior versions, campaign briefs, and style guidelines into a single context pane before you start writing.
* **Proposals** — suggests article outlines, headlines, and topic clusters based on existing knowledge and campaign goals.
* **Drafts** — generates first-pass content from a brief. You edit, refine, and claim authorship.
* **Review** — flags inconsistencies, missing citations, tone issues, and broken links before human review begins.
* **Delegations** — sends tasks to domain agents such as sourcing asset metadata or checking publish readiness.

### Concrete Examples

* You open a new article draft. Twin assembles the campaign brief, three related articles, and the brand voice guide next to the editor.
* After you finish a draft, Twin proposes a review checklist and routes it to the assigned editor.
* When a campaign deadline nears, Twin surfaces unfinished articles and suggests reprioritization.

### Related

* [Content Agents](/internal-docs/domains/content/agents)
* [Content AI Flow](/internal-docs/domains/content/ai-flow)
* [Content Skills](/internal-docs/domains/content/skills)
* [Spine Agent Network](/agents/spine-agent-network)


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