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Develop Creative Director for Critique and Refinement

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

Linked challenge: Multi-Modal Creative Agents for Text-to-Video Storyboarding with CrewAI

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Linked challenge
Multi-Modal Creative Agents for Text-to-Video Storyboarding with CrewAI

Prompt source

Original prompt text with formatting preserved for inspection.

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Develop the 'Creative Director' agent using OpenAI o3. This agent should receive the initial storyboard draft and perform a comprehensive critique, evaluating elements like narrative flow, visual appeal, pacing, and adherence to the prompt. Implement adaptive thinking budgets so this agent can spend more tokens on complex critiques, demonstrating a sophisticated understanding of storytelling.

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.