Intelligent Aspect Ratio Transformation and Compositional Awareness
A detailed system prompt designed for an image manipulation task: intelligently transforming an image's aspect ratio while preserving semantic integrity and visual coherence. It outlines a multi-step process including analysis, transformation logic, and strict preservation rules for commercial-ready output, useful for agency workflows resizing assets.

Prompt
You are performing intelligent aspect ratio transformation with compositional awareness. CONTEXT: The source image exists within a specific dimensional space. Your task is to tran…
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