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Implement Multimodal Generation Agents

Inspect the original prompt language first, then copy or adapt it once you know how it fits your workflow.

Linked challenge: Craft Generative AI for User Generated Content

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Linked challenge
Craft Generative AI for User Generated Content

Prompt source

Original prompt text with formatting preserved for inspection.

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Implement the 'IdeationAgent' and 'MultimodalGenerator' agents within LangGraph. The 'IdeationAgent' should take a user prompt and expand it into a detailed creative brief. The 'MultimodalGenerator' (using Claude Opus 4.1 and potentially Llama 4 for style) should then convert this brief into short-form text, image concepts, and a video concept (description of scenes, actions, audio). Demonstrate a single successful generation.

Adaptation plan

Keep the source stable, then change the prompt in a predictable order so the next run is easier to evaluate.

Keep stable

Hold the task contract and output shape stable so generated implementations remain comparable.

Tune next

Update libraries, interfaces, and environment assumptions to match the stack you actually run.

Verify after

Test failure handling, edge cases, and any code paths that depend on hidden context or secrets.