model-adaptation

When to use

• The user names a specific image or video model/tool.
• The user asks to convert a prompt from one model to another.
• The user asks why a prompt works in one model but fails in another.
• The user wants best settings, a model-agnostic package, or exports for multiple tools.
• The prompt uses model-dependent features: negative prompts, reference images, seeds, duration, aspect ratio, resolution, camera control, audio, or text rendering.

When not to use

• The user only wants story ideation with no target tool.
• The user asks for unsafe policy bypasses.
• The user wants live, up-to-date official specs and source verification; in that case browse or check current docs before asserting changed capabilities.

Required inputs

• Universal prompt brief or existing prompt
• Target model(s)
• Modality: image, T2V, I2V, editing, extension, upscaling, etc.
• Desired aspect ratio/duration/resolution if relevant