九名虚构亚洲成年角色，五套蓝色紧身牛仔、四套成年学院风百褶裙；漂亮被拆成可验证的脸、眼神、体态、剪裁与光。

✦ ① 漂亮不是形容词，而是一组镜头能看见的事实

模型看到“漂亮女生”时，常会收敛到相似网红脸：五官精致但没有辨识度，笑容标准却没有生命力，姿势纤细却不够大方。本轮先写人物身份卡，再写美感卡。身份卡负责不同脸型、眼型、眉鼻唇、下颌、发型与肤色；美感卡负责明亮眼神、开放表情、舒展体态、统一妆发和自然修图。

• 脸：协调之外还要有一个记得住的特征，例如微扬杏眼、清晰唇峰或短发轮廓。
• 眼神：双眼可见、锐利、有真实高光，并与当前动作保持关系。
• 体态：肩颈打开、重心稳定、手势自然；大方来自身体语言。
• 大方有吸引力：来自成年自信、合身剪裁、自然腰线、材料与光，不来自身体局部强调。
• 成片：真实皮肤、发丝、丹宁织纹和裙褶必须经得住放大。

✦ ② 酒店窗光、天井书店与雨夜电车：三种蓝色紧身牛仔

01｜修长鹅蛋脸与微扬杏眼，正面站姿让深蓝窄脚裤型从腰胯到脚踝完整可读。

Vertical 3:4 photorealistic adult fashion editorial; fictional 20-year-old East Asian adult woman, elongated oval face, bright slightly upturned almond eyes, collarbone straight dark hair, polished natural makeup and realistic skin texture. Modern design-hotel window interior; cobalt cropped knit top, dark-blue close-fitting full-length skinny jeans tailored from below-natural-waist waistband through ankle, pointed shoes. Full body, both hands and shoes visible, poised front three-quarter stance, soft 50mm window light, premium magazine color.

02｜短波波与明快笑容配合持书步态，漂亮不再等于静止凝视。

Vertical 3:4 ultra-detailed adult lifestyle fashion photo; fictional 19-year-old East Asian adult woman, soft square-round face, wide almond eyes, airy jaw-length bob, warm confident smile. Walking through a glass-courtyard design bookstore while carrying an art book; ivory cropped knit and medium-blue fitted full-length skinny jeans, white shoes, complete outfit. Eye-level 35mm environmental frame, tree-filtered daylight, authentic denim grain, graceful natural hands.

03｜玻璃、钢材、湿地反射和驶入电车形成新场景骨架，替代历史中重复的观测仪器叙事。

Vertical 3:4 cinematic adult fashion editorial; fictional 22-year-old Southeast Asian adult woman, angular diamond face, clear almond eyes, refined braided low ponytail, realistic warm-gold skin and open smile. At a glass tram shelter during blue-hour rain, holding a folded city map; deep-teal cropped rib knit and dark-indigo slim stretch-denim jeans closely tailored to ankle, black ankle boots. Eye-level 50mm front three-quarter view, wet pavement reflections, incoming tram bokeh, complete hands and shoes.

✦ ③ 陶艺与屋顶温室：让手和步态解释剪裁

04｜陶碗让双手有任务，纹理短发与开朗笑意把亲和力变成高级感。

Vertical 3:4 premium adult fashion portrait; fictional 19-year-old East Asian adult ceramic artist, small diamond face, vivid hooded almond eyes, textured pixie-bob, bright natural smile. Holding a handmade bowl in a sunlit contemporary pottery studio; terracotta cropped knit and light-blue true skinny jeans closely fitted through thigh, knee, calf and ankle, white sneakers. Full body, poised centered stance, 50mm soft window light, visible denim seams and ceramic texture.

05｜宽杏眼、暖肤和风吹低马尾，配合行走动作形成健康、开放的成年气质。

Vertical 3:4 golden-hour adult fashion editorial; fictional 21-year-old Southeast Asian adult woman, rounded-oval face, expressive deep-brown almond eyes, refined low ponytail with natural wind strands, radiant self-assured smile. Walking through a rooftop botanical conservatory with a small notebook; forest-green cropped knit and deep-blue full-length skinny jeans tailored to the ankle, white sneakers. Complete body, graceful stride, 85mm natural rim light, glass-and-leaf depth, realistic textile detail.

✦ ④ 艺术馆与设计书店：成年学院风不等于成年学习者制服

06｜艺术馆、抽象画和尖头鞋把学院感放进明确的成年时装语境。

Vertical 3:4 photorealistic adult fashion editorial; fictional 22-year-old East Asian adult woman, long oval face, luminous upturned eyes, sleek collar-length bob, calm magnetic smile. Contemporary art-gallery stair landing; burgundy cropped fine-knit top and charcoal-navy adult collegiate-inspired pleated skirt with below-natural-waist band, tasteful above-knee hem and opaque integrated lining, burgundy pumps. Full body, one hand lightly at the rail, eye-level 50mm sculptural gallery light.

07｜艺术书、编发髻和暖木空间提供聪慧气质，不借用学院建筑符号。

Vertical 3:4 adult editorial portrait; fictional 20-year-old Southeast Asian adult woman, heart-shaped face, large bright almond eyes, meticulous braided low bun, warm intelligent expression. Standing beside an art-book display in a sophisticated independent design bookstore; ivory cropped knit polo and deep-navy adult fashion pleated skirt with a below-natural-waist band, tasteful above-knee length and opaque lining, ivory loafers. Full body, relaxed book-holding gesture, 65mm warm architectural light.

学院风的核心可以是克制色块、整齐褶线、乐福鞋与知识型空间，而不是领结、校徽、工作室或成年学习者身份。先明确成年人和成年生活场景，服装才会保持现代时装感。

✦ ⑤ 黑胶门厅与植物露台：克制大方有吸引力来自气氛和神态

08｜凤凰眼、短波波、钴蓝与琥珀夜景，让成熟魅力来自色彩和眼神。

Vertical 3:4 premium adult evening-fashion editorial; fictional 22-year-old East Asian adult woman, soft-square face, luminous phoenix eyes, glossy chin-length bob, open poised smile. Refined hotel vinyl-listening foyer; cobalt cropped tailored knit and slate-gray adult pleated skirt with a slightly below-natural-waist band, tasteful knee-above length and opaque lining, black pumps. Holding one record at her side, complete front-facing outfit, 35mm amber-and-blue architectural light, realistic skin and crisp pleats.

09｜双手托茶盘、明亮眼神和日光肤质，让温柔不等于低龄感。

Vertical 3:4 bright adult lifestyle fashion editorial; fictional 19-year-old East Asian adult woman, round-oval face with defined adult jawline, clear slightly downturned almond eyes, airy C-curled low ponytail, radiant self-possessed smile. Approaching a table on a botanical cafe terrace with a ceramic tea tray; dusty-rose cropped fine knit and dark-navy adult pleated skirt with below-natural-waist band, tasteful above-knee length and opaque lining, ivory pumps. Full body, natural hands, 85mm late-afternoon light.

✦ ⑥ 把“更漂亮”改写成可执行的选片表

提示词只决定候选方向，最终美感来自选片。每张成片都按22项人工打分：五官协调、脸部吸引力、辨识度、眼神、眉鼻唇、发型、妆容、肤质、表情感染力、亲和自信、成年年龄、体态比例、优雅度、克制大方有吸引力、姿态手势、造型协调、自然修图、轮廓、剪裁、服装类别、腰腹造型与摄影精修。

• 任何单项低于4分，淘汰。
• 脸部吸引力、辨识度、表情感染力、亲和自信、优雅度、克制大方有吸引力和造型协调必须5分。
• 平均分至少4.70，且不能用不露脸掩盖面部质量。
• 每套至少两个真实候选，失败图保留可观察理由。
• 最终九图还要和最近历史文章做联系表人工复核。

✦ ⑦ 结尾：让美感成为可以复用的工程

如果下一次只追加“更漂亮、更大方有吸引力”，结果大概率只是把磨皮、妆容和身体比例推得更夸张。更有效的方法，是选择一个新的成年身份和任务，然后逐项写脸、眼神、表情、姿态、剪裁、材料与光，再用同一张选片表做诚实淘汰。

这九组提示词不是九个固定模板，而是九次完整的美感决策。替换人物、任务、场景骨架和镜头关系时，仍能保留“漂亮、大方、优雅、大方有吸引力”的稳定来源。