Run a research-to-outline-to-thumbnail content pipeline with several agents

Planning a video or article means topic research, an outline in your voice and visual concepts, usually done one at a time by you.

Specialist agents pass the work along: a research agent finds candidate topics, a writing agent that knows your tone outlines the approved ones, and a design agent proposes thumbnail or header concepts. You approve the topic before outlining starts.

1. Create a research agent with sources to watch for your niche
2. Create a writing agent and give it your past outlines or scripts as style examples
3. Create a design agent and describe your visual style
4. Put them in a shared thread or give a coordinator agent the order of handoffs
5. Add an approval step after topic selection
6. Review the outline and concepts, then produce the piece yourself

• Grok Bot
• CrewAI
• ChatGPT
• Claude
• Canva

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You approve the topic and edit the outline and visuals.

Agents can repeat each other's mistakes; check facts in research before outlining, and avoid generated images that mimic real people or other creators' brands.

More finished outlines per week; measure time from idea to ready-to-record outline.