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Implement Hybrid Reasoning for Story Concept Generation

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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Implement the 'Concept Creator' and 'Visual Storyteller' agents. The 'Concept Creator' should use Gemini 2.5 Pro for instant reasoning to quickly brainstorm initial ideas based on the prompt. The 'Visual Storyteller' should then use Gemini 2.5 Pro's deep reasoning capabilities to elaborate on visual details and camera work for each scene, integrating RAG for stylistic inspiration. Focus on the 'Generate-Story-Concept' task.

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.