Translate universal cinematic image/video briefs into model-specific prompt formats, settings, constraints, and export packages for image and video models including Grok/Aurora, Gemini/Nano Banana, GPT-image, Le Chat/FLUX, Kling, Seedance, Veo, Sora, Runway, Pika, Luma, Midjourney, Stable Diffusion, Ideogram, Hailuo, and unknown tools.
