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Research to published, end to end. This is the pipeline in full.
1

Ground

list_content, then get_content on the best few (patterns), get_brand_kit (voice and visual), search_brand_knowledge (your stance), and get_account (your own top posts).
2

Draft

Your agent writes a concept, hook, and caption grounded in the above, in your voice, and you approve it.
3

Produce

generate_image for the key frame, then chain its output id into generate_video as the start frame. Ground the visual in the brand’s visual style.
4

Assemble

create_card, then update_card with assets: the video by { outputId } and the outlier it came from by { contentId }, so it sits on the card’s Inspiration tab. Add posts (platform, format, connected account).
5

Publish

update_card with scheduledAt, after confirming destinations and timing.
The Produce step uses output-id chaining: the image’s id passes straight into the video as a start frame, no re-upload. See Generate.