Distinguish Firefly composition reference from style reference when generating cohesive asset variations.
Marisol's Firefly images look individually good but fail as a set. What changes make the asset family coherent? Before: four good images, no art direction. After: one controlled visual system. Camera angle stabilized through a composition reference, because framing drift is a geometry problem, not a synonym problem. Lighting and texture stabilized through a style reference, because visual finish needs an example, not only adjectives. The strongest candidate became the seed for similar variations, because variation works best after one image proves the direction. The set was judged together, because campaign quality depends on coherence across assets, not one beautiful…
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