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Schedulin

Content Repurposing Graph

The Content Repurposing Graph takes one published long-form post and produces a derivative tree across formats and platforms. It's built on top of the existing Clipping engine (for shorts), Studio image generation (for carousels), and Claude-powered text generation (for threads, LinkedIn posts, newsletter blurbs).

Where to find it

Open any post you've published. In the post menu, click Repurpose, or go directly to /posts/<post-id>/repurpose.

Picking output formats

Toggle which derivative formats you want:

  • SHORT — a vertical 9:16 clip generated via the Clipping pipeline (Deepgram transcript → highlight selection → Remotion render).
  • CAROUSEL — a multi-slide carousel; each slide is a short on-image text card.
  • TWEET_THREAD — a 5–8 tweet thread split intelligently from the caption.
  • LINKEDIN — a long-form LinkedIn post in their preferred conversational style.
  • NEWSLETTER — a Markdown newsletter blurb with title, body, and key takeaways.

Credits required for the graph are previewed live as you toggle formats.

Generating

Click Generate derivatives. Each node generates independently. Failures on individual nodes don't block the rest — they're marked FAILED with an error message so you can retry or skip.

Accepting outputs

For each READY output, pick which connected social accounts you want to schedule it into. Click Accept → create drafts.

Schedulin then:

  1. Creates a DRAFT post on each selected account.
  2. If Smart Queue is enabled on that account, picks the top-scoring open slot for the relevant format. Otherwise it scatters drafts across the next 28 days.
  3. Records the resulting posts.id on the output for attribution.

You can edit each draft before scheduling — accept just creates the rows in DRAFT status.

See also