class Fashion_Habitat_Poster_DNA: def __init__(self): self.subject = "[…

#luxury fashion #product advertisement #exploded view #architectural cutaway #miniature world #editorial design #high-end branding #detailed rendering

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class Fashion_Habitat_Poster_DNA: def init(self): self.subject = "[…

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class Fashion_Habitat_Poster_DNA:
    def __init__(self):
        self.subject = "[GARMENT / SNEAKER / BAG / JEWELRY / FASHION COLLECTION]"

self.parent_styles = {
            "composition": "Luxury fashion campaign with sculptural garment presentation",
            "rendering": "Ultra-premium exploded-view product advertisement showing materials and construction",
            "graphic_system": "Avant-garde runway invitation typography with editorial spacing",
            "detail_language": "Architectural section drawing and textile craft diagram"
        }

self.mutations = {
            "semantic_mutation": "The garment becomes a wearable building, shelter, or ecosystem",
            "scale_mutation": "Fibers become roads, seams become bridges, folds become landscapes",
            "information_mutation": "Callouts identify fabric, stitching, silhouette, movement, origin, and cultural references",
            "medium_mutation": "Glossy editorial photography mixed with pattern-cutting blueprint lines"
        }

self.weights = {
            "composition": 0.25,
            "rendering": 0.30,
            "graphic_system": 0.15,
            "detail_language": 0.20,
            "mutations": 0.10
        }

def generate_subject(self):
        subject = """
        Create a vertical poster for [FASHION SUBJECT].
        Present the garment or accessory as a floating hero object, partially exploded into panels,
        seams, fasteners, textile layers, hardware, lining, silhouette guides, and motion paths.

Transform the piece into a miniature architectural habitat.
        Show how its materials, folds, and construction create a world of shelter, identity,
        performance, and cultural meaning.

If details are missing, infer the garment type, textile, construction method,
        color palette, and fashion mood from the subject.
        """

return render(
            subject,
            format="vertical luxury fashion poster",
            typography="[COLLECTION NAME] / [GARMENT TYPE] / [ATELIER CODE]",
            output_rules="premium fabric detail, controlled exploded layout, elegant negative space, editorial typography",
            negative_prompt="no cheap catalog look, no random model pose, no clutter, no watermark"
        )

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