Operator-ready prompt for reuse, tuning, and workspace runs.
This item is set up for developers who want to inspect the original language, fork it into Workspace, and adapt the evidence model without losing the source prompt structure.
Implementation handoffs, eval setup, and prompt tuning where you need the original structure intact.
Inspect first, copy once, then fork into Workspace when you want variants, notes, and model settings attached to the same run.
Swap domain facts, examples, and any hard-coded entities for your own context.
Tighten the evidence or verification requirement if this is headed toward production.
Decide which failure mode you want to evaluate first before you branch the prompt.
This prompt already carries implementation detail, tool context, and a final-output instruction. Keep that structure intact when you tune it, or your comparison runs get noisy fast.
Open this prompt inside Workspace when you want a live iteration loop.
Copy for quick reuse, or run it in Workspace to keep prompt variants, model settings, and prompt-history changes in one place.
Structured source with 1 active lines to adapt.
Already linked to a challenge workflow.
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Prompt content
Original prompt text with formatting preserved for inspection and clean copy.
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 branch your edits in a predictable order so the next prompt run is easier to evaluate.
Hold the task contract and output shape stable so generated implementations remain comparable.
Update libraries, interfaces, and environment assumptions to match the stack you actually run.
Test failure handling, edge cases, and any code paths that depend on hidden context or secrets.
Copy once for a pristine source snapshot, then move the prompt into Workspace when you want variants, run history, and side-by-side tuning without losing the original.
Prompt diagnostics
Quick signals for how structured this prompt already is and where adaptation work is likely to happen first.
This prompt is mostly narrative and instruction-driven, so you can adapt examples and output constraints first without disturbing the structure.
Multi-Modal Creative Agents for Text-to-Video Storyboarding with CrewAI
This challenge tasks you with building a multi-modal creative agent team. You will use CrewAI to orchestrate specialized agents powered by Gemini 3 and OpenAI GPT 5.1 Pro to generate, storyboard, and critique concepts for short videos from a given text prompt. The system must leverage hybrid instant/deep reasoning, RAG for creative inspiration, and dynamically adapt its thinking budget based on the complexity of the creative brief. The final output should be a detailed storyboard plan, including visual descriptions, suggested camera angles, and a critical evaluation of the concept's potential.
Use the challenge page to recover the original task boundaries before you tune the prompt. That keeps your variants grounded in the same evaluation target instead of drifting into a different problem.