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Every long-form asset is supposed to become a quarter’s worth of derivative content. In practice, the blog goes up, the webinar drops, and the LinkedIn posts never get written. A content Agent turns one source asset into channel-specific drafts — pulling your brand voice and past top-performers from knowledge, then queuing each derivative for review before it ships.

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When this pays off

Content backlog never ships

Long-form is published; the social/email/ad versions are sitting in a Slack channel labelled “todo”.

Channel-specific rewriting

Every channel needs its own voice — copying the headline into Twitter doesn’t work. Manual rewrites take hours per asset.

Webinar / podcast assets sit idle

Hours of recorded content with no repurposing — clips, summaries, follow-up emails are all theoretically going to happen.

Big launch coming up

A product launch needs 30+ derivative pieces and the content team has time for 5.

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The shape of this use case

A content Agent takes a source asset + target formats and returns ready-to-publish derivatives.

Inputs

Source asset (blog, webinar transcript, video, whitepaper), target channels and formats, campaign goal.

Sources

Brand voice docs, channel-specific style guides, past top-performing posts per channel.

Output

A bundle of derivatives — blog posts, LinkedIn carousels, X threads, email teasers, ad copy variations — each tuned to its channel.

Delivery

Posted to Notion or a content doc for review, drafted into your scheduler (Buffer / Hootsuite), pushed to ad platforms via integration.

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Where to start

Two ways in, depending on whether you want something running today or built to your exact spec.

Clone a pre-built Agent

Open the Simple Content Repurposer. More in the Marketplace.

Build your own

Start from scratch in the builder, or by describing it in Claude Code or Cursor with Programmatic GTM.
Either way, these are prompts your team can use on day one:
  • “Turn this blog post into 5 LinkedIn posts, 3 X threads, and a teaser email. Match our voice — direct, no hype.”
  • “Pull the 4 strongest quotes from this webinar transcript and write them as standalone social posts.”
  • “Take this product launch one-pager and give me 10 ad headline variations for paid social.”

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Where to take it

Once it’s running, deepen it in three moves:

Give it a playbook

Shape it with a prompt, your brand voice in Knowledge, and Bulk Schedule.

Automate it on signals

Wrap it in a workflow that fires on a trigger.

Let it improve

Feed channel engagement back into the Agent’s evals so it leans on what performed.

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Common pitfalls

LinkedIn voice, X voice, and email voice are different. Upload per-channel style guides and force the prompt to reference them, otherwise everything ends up sounding LinkedIn-flavored.
Generated content that goes live without a human read is how brand misfires happen. Keep marketing review gates until you’ve watched a quarter of output.
“Turn this blog into a tweet thread” produces something forgettable without strong style references. Show the Agent your best past threads, not just the source asset.
Heavy rewriting can flatten the original author’s perspective. If the source is a guest post or executive POV, prompt the Agent to preserve the speaker’s voice in derivatives.