设计五个相关主题提示

以下为主题“城市慢跑公益季”的5个高质量Stable Diffusion提示词方案。每个方案均包含：正向提示（核心画面与风格）、负向提示（常见失真规避）、建议参数（可按模型与工作流微调）。语言尽量影像化与可视化，便于生成强叙事与强设计的作品。

1. 开幕晨光·城市河畔纪实摄影

• 正向提示： 清晨薄雾的城市河畔，暖金色日出从高楼间渗透，逆光洒在奔跑的人群与飞扬的发梢上；领跑者轻触红色起跑丝带，志愿者穿荧光背心分发号码布与腕带，呼吸在冷空气中化作白雾；浅景深近景捕捉汗珠与肌肉线条，灰蓝河面上漂浮金粉般的尘埃颗粒；路旗与横幅写着“城市慢跑公益季”，背景是被阳光勾边的城市天际线；纪实运动摄影风，动感快门，真实皮肤纹理，细腻高对比，微弱镜头光晕，色彩主调：暖金与清蓝，现代都市关怀与希望的气息 35mm镜头感、f/2.0、1/250s、ISO200、自然胶片颗粒、细节丰富、超清晰、真实肤色
• 负向提示： 畸形手指、额外肢体、模糊面部、过度锐化、AI感伪影、塌鼻、比例错误、文字乱作、明显水印、重复人脸、漂浮物体、不自然阴影、塑料质感皮肤、错位的号码布、扭曲横幅字体
• 建议参数： 风格偏写实；长边比例 3:2 或 4:3；CFG 6–7；Steps 30–45；Sampler 建议 DPM++ 2M Karras；开启轻微运动感（可用“motion blur, dynamic shot”词），用Hires Fix或Refiner提升细节

2. 夜跑霓虹·城市长曝光海报

• 正向提示： 霓虹夜色下的高架桥与摩天楼，城市车流形成绚烂光轨，跑者佩戴头灯与荧光手环，队伍化作一条流动的星河；无人机俯拍，蜿蜒路线与城市几何肌理交织；细雨后路面如乌黑镜面，反射紫蓝与粉电色，天空微有薄雾；未来感海报风，干净留白构图，锐利对比与丝滑长曝光拖影，精准的都市线条；标语位置预留（不生成清晰文字），情绪张力强 赛博氛围、霓虹紫蓝粉、夜景HDR、城市灯光散射、颗粒极少、超细节、干净边缘、航拍视角
• 负向提示： 可辨识商标与清晰品牌LOGO、涂抹噪点、建筑塌陷、跑者面部鬼影、过度雾化、油画化纹理、脏污色带、强对比导致的黑块、文字乱码
• 建议参数： 横向16:9；CFG 6–8；Steps 35–50；Sampler DPM++ SDE Karras；关键词加入“long exposure, drone shot, neon glow”；必要时用ControlNet-Depth/Line加强城市线条

3. 雨后傍晚·亲子与无障碍公益插画

• 正向提示： 雨后薄暮的城市公园，云缝间透出柔和薰衣草色天空；水洼映出行道树与奔跑者的剪影，微风拂过涟漪扩散；年轻父母推着婴儿车慢跑，银发老人与小学生并肩前行，导盲犬贴身跟跑，志愿者在补给台旁微笑递水，透明捐款箱里有彩色便签；治愈系插画风，水彩晕染叠加细腻铅笔线稿，边缘留白与三分法构图；主色薄荷绿、珊瑚橙、雾蓝，温柔的公益氛围 柔光、纸纹肌理、细节温润、情感流动、手绘质感、清新配色、轻颗粒
• 负向提示： 解剖错误、肢体扭曲、拟真皮肤纹理过强、文字乱码、脏脏灰、色块泥、过度饱和、硬边锯齿、明显水印、乱涂的LOGO
• 建议参数： 竖幅4:5或3:4；CFG 5.5–7；Steps 30–40；Sampler Euler a或DPM++ 2M；关键词加入“watercolor, pencil line, soft shading, paper texture”；可用低对比与低饱和控制器保留柔和

4. 工业遗址·街头艺术跑时尚纪实

• 正向提示： 旧厂房改造的文化园区，裸露的红砖、钢梁与大片涂鸦墙；跑者穿着极简功能服与亮色袜，脚步掠过地面彩色粉末，旗帜在风中呼吸；中景抓拍人与大型装置艺术的互动，阳光穿过天窗形成锐利光束，尘粒在光柱中漂浮；时尚纪实融合街头风，胶片颗粒与橘青双色调，轻微镜头晕影；画面保留海报留白，结构强、层次分明 50mm纪实、人文街拍、浅景深、真实皮纹、微笑表情自然、色彩点睛不刺眼、构图规则与引导线清晰
• 负向提示： 商业商标、广告牌清晰文字、手脚畸形、双瞳错位、过曝高光、塑料光泽皮肤、HDR过火、污渍压黑、重复人物、漂浮脚
• 建议参数： 横向3:2；CFG 6–7；Steps 30–45；Sampler DPM++ 2M Karras；关键词加入“cinematic lighting, teal and orange, film grain, street reportage”；可用LUT/色调词控制橘青风格

5. 终点广场·音乐与善意的电影特写

• 正向提示： 夕阳余晖染金城市广场，终点拱门后是轻音乐舞台与气球、泡泡机；近景特写一只手将捐款投入透明箱，纸币与便签轻轻摩擦，背景散景中跑者拥抱、互相拍肩，五彩纸屑在光里下沉；85mm人像电影感，大光圈奶油虚化，皮肤质地自然，温暖金色与酒红的配色，颗粒细腻的胶片质感，温柔但有庆典的亮点 cinematic portrait、bokeh balls、golden hour、skin tone natural、微弱镜头光晕、细节锐利
• 负向提示： 手部畸形、玻璃变形、反射错误、鬼影、文字乱码、脏污颗粒、过度降噪导致蜡皮、明显水印、金属锯齿边缘、错位纸屑
• 建议参数： 竖幅4:5或2:3；CFG 6–7.5；Steps 35–50；Sampler DPM++ SDE Karras；关键词加入“85mm, f/1.4, cinematic bokeh, golden hour”；Refiner用于手部与玻璃边缘细节

通用提示补充与小技巧：

• 若需统一系列感，可在五个场景中都加入固定关键词：城市慢跑公益季、善意、包容、多元人群、非商业LOGO、真实情感
• 为减少文字乱码：使用“blank banner, placeholder signage, no readable text”
• 常见负面词通用追加：bad anatomy, extra fingers, deformed, watermark, lowres, oversharpen, jpeg artifacts, duplicate, floating objects
• 若用SDXL：可两阶段生成（Base + Refiner），Refiner在20–30步接管能改善皮肤、手部与微小反射细节
• 色彩控制：适度加入配色词（warm gold, cool blue, neon magenta, mint, coral, teal & orange）保持系列统一而不雷同

以上五个提示在视觉叙事上形成从“清晨启程—夜跑流光—雨后暖意—街头艺术—终点庆典”的连贯弧线，既体现城市慢跑的节奏，也强调公益与包容的核心。

Below are five thematically linked Stable Diffusion prompts for a “Desert-Sea Steampunk Empire.” Each entry includes a vividly descriptive positive prompt, a concise negative prompt, and tuned parameter guidance. Use parentheses weighting if your UI supports it; adjust lens/aspect for your canvas.

1. The Brass Capital at the Dune Ocean’s Edge — Aerial Panorama

• Positive prompt: A vast “sea” of wind-combed dunes rolls like burnished waves toward a tiered brass citadel carved into a canyon oasis, latticed aqueducts of patinated copper hissing with white steam, colossal cog-bridges and riveted buttresses, dirigibles drifting like manta rays under the sun, canvas envelopes striated with repair patches, heat-haze shimmer and dust-mote glitter, banners snapping, caravans threading along serpentine causeways, mirage-glow at the horizon, cinematic scale, intricate Victorian-industrial detailing, ultra-detailed textures, golden-hour sunlight, volumetric sunbeams, high dynamic range, aerial wide shot, 65mm lens, f/8, rule of thirds, crisp focus
• Negative prompt: text, watermark, logo, jpeg artifacts, oversharpen, lowres, flat lighting, extra buildings melting, duplicated structures, warped horizon, tiling, deformed geometry, smeared details
• Recommended parameters: Aspect 21:9 or 16:9 at 1024×576–1344×768; SDXL sampler: DPM++ 3M SDE Karras, 28–36 steps, CFG 4.5–6.5; SD 1.5 sampler: DPM++ 2M Karras or Euler a, 24–32 steps, CFG 6.5–8.5

2. Sand-Dreadnought Caravan — Convoy Crossing the “Sea”

• Positive prompt: A flotilla of land-dreadnoughts heaves across the dune swell like ironclad ships, hulls of riveted iron and sun-burnished brass, paddle-treads chewing sand, articulated rudders, boiler vents belching white plume, rigged lateen sails of patched canvas drum-tight with the sirocco, a helmswoman in sand-scored goggles and leather greatcoat at a wheel rimmed with copper teeth, pennants ripping in the wind, flying grit, heat mirage, motion blur on the foreground spray of sand, desert sun as a white coin, tactile oil sheen and rope fiber, gritty realism, low angle heroic composition, 35mm lens, dynamic leading lines, high microcontrast
• Negative prompt: blurry subject, soft anatomy, extra limbs, deformed hands, floating debris artifacts, muddy textures, plastic sheen, low contrast, incorrect perspective, text, watermark
• Recommended parameters: Aspect 3:2 or 16:10 at 1024×640–1152×704; SDXL: DPM++ 3M SDE Karras, 26–34 steps, CFG 5–7; SD 1.5: DPM++ 2M Karras, 24–30 steps, CFG 7–9; add slight motion blur via “motion streaks, sand spray” rather than post-process if you want the model to paint it in

3. Throne of Steam — The Empress’s Hydraulic Court

• Positive prompt: Interior of a cavernous throne hall where brass ribs arc like the skeleton of a leviathan ship, marble inlays veined with copper, glass capillaries pulsing condensed vapor, hydraulic pistons ticking like a heartbeat, a throne wrought from gearwork and hammered brass filigree, cooling coils breathing pale mist, stained-glass oculus pouring cyan light against warm gaslamps, the Empress in a cuirass of etched brass and desert-motif enamel, cloak fringed with chain, mechanical scarab courtiers ticking over mosaic floors, incense haze, cinematic chiaroscuro, exquisite ornament, symmetrical composition, 50mm lens, shallow depth of field, crisp bokeh, opulent detail
• Negative prompt: cartoonish proportions, noisy grain, washed out, lens dirt, overexposed highlights, text, watermark, warped symmetry, melted details, plastic reflections
• Recommended parameters: Aspect 4:5 or 1:1 at 1024×1280 or 1024×1024; SDXL: DPM++ 3M SDE Karras, 28–38 steps, CFG 4.5–6.5; SD 1.5: DPM++ 2M Karras, 26–34 steps, CFG 7–9; for extra filigree, append “ornate, Baroque brass filigree, Art Nouveau motifs”

4. The Salt Wharf Bazaar — Night Market on the Dried Seafloor

• Positive prompt: At the edge of a fossilized wharf encrusted with crystalline salt, a night bazaar thrums beneath strings of gas lanterns, stalls piled with clockwork astrolabes, compass roses, and feather-light brass sextants, tea simmering in nickel samovars, steam mingling with cardamom and engine-oil scent, tinkers soldering under sparks, cloth awnings mottled with dust, children releasing tiny zeppelin-kites into indigo air, warm amber vs cool moonlit blues, puddles of brine reflecting bokeh lantern halos, candid street scene, environmental storytelling, 35mm lens, handheld feel, grain like fine sand, high detail
• Negative prompt: overly staged poses, heavy vignette, text on signs, watermark, posterization, muddy blacks, garish neon, repetitive stalls, tiling patterns, blurry faces
• Recommended parameters: Aspect 3:2 at 1152×768; SDXL: DPM++ 3M SDE Karras, 26–34 steps, CFG 5–7; SD 1.5: DPM++ 2M Karras, 24–30 steps, CFG 7–9; add “cinematic color grading, amber–teal contrast” for mood

5. Maelstrom Skies — Dirigible Duel over a Sandstorm Gyre

• Positive prompt: Two corsair skyships knife through a roiling dust cyclone, canvas envelopes torn and laced with patchwork, brass ribs exposed, steam valves screaming, harpoon cannons firing tracer-lines that stitch the storm, lightning veins illuminate copper rivets and whipping pennants, crew in leather and goggles braced on rigging, sand spiraling like an ocean whirlpool, the horizon swallowed by ochre gloom, kinetic energy, dynamic Dutch angle, extreme wide shot, 24mm lens, high shutter clarity with directional streaks, volumetric storm light, dramatic contrast, hyper-detailed
• Negative prompt: motion smear on main subjects, muddy storm blob, deformed airships, inconsistent lighting, text, watermark, lowres, banding, duplicated ships
• Recommended parameters: Aspect 21:9 at 1344×576 or 1536×640; SDXL: DPM++ 3M SDE Karras, 28–40 steps, CFG 5–7; SD 1.5: DPM++ 2M Karras, 26–34 steps, CFG 7–9; consider adding “dust storm particles, volumetric light shafts” if the atmosphere feels thin

Tips to keep the set cohesive

• Anchor phrase: Include “Desert-Sea Steampunk Empire, brass and copper, rivets, steam, canvas airships” in each prompt to maintain visual continuity.
• Palette: Warm brass/amber vs cool cyan/teal steam and moonlight for a recognizable signature.
• Detail control: If scenes get cluttered, slightly reduce CFG or remove a few dense adjectives; if under-detailed, raise steps by ~4 or add “intricate, ultra-detailed.”
• Consistency: Reuse lens lengths and time-of-day cues across the series to unify composition and lighting.