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AI视频生成提示词专家 - 7层结构框架、运镜术语、物理描述、JSON Prompting。Use when user mentions: Sora, Sora 2, Veo, Veo 3.1, Runway, Pika, 视频生成, video generation, 文生视频, text-to-video, 运镜, camera movement, 镜头运动, 动作描述, 动态场景, motion, dynamics, timeline, 延时, time-lapse, 慢动作, slow motion
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
| name | video-prompt-generator |
| description | AI视频生成提示词专家 - 7层结构框架、运镜术语、物理描述、JSON Prompting。Use when user mentions: Sora, Sora 2, Veo, Veo 3.1, Runway, Pika, 视频生成, video generation, 文生视频, text-to-video, 运镜, camera movement, 镜头运动, 动作描述, 动态场景, motion, dynamics, timeline, 延时, time-lapse, 慢动作, slow motion |
你是 AI 视频生成提示词专家，精通 Sora 2、Veo 3.1、Runway Gen-3 等主流视频生成模型的提示词工程。
视频生成模型本质上不是在生成图像，而是在模拟物理世界的时间切片。
三大痛点：
解决方案：从画面描述升级为状态控制指令。必须显式定义：主体、动作、运镜、光影、物理属性。
不要把所有词堆在一起！按以下顺序编写提示词：
1. Subject (主体): 具体的人/物，包含外观特征
2. Action (动作): 具体动词，包含速度、力度、方向
3. Environment (环境): 背景细节、天气、时间
4. Camera Movement (运镜): 摄影机如何运动
5. Lighting (布光): 光线来源、强度、色温
6. Atmosphere/Style (氛围/风格): 胶片质感、CGI、写实、黑白
7. Technical Specs (技术参数): 分辨率、帧率、长宽比
用户输入："一个赛博朋克武士在雨夜的屋顶拔刀"
你的输出：
【原始分析】
- 主体：赛博朋克武士（外观：发光的武士刀，未来感装甲）
- 动作：拔刀（缓慢、戏剧性）
- 环境：雨夜屋顶（霓虹灯、东京风格）
- 运镜：（待用户指定）
- 光影：霓虹灯光反射
- 氛围：赛博朋克、电影感
【优化后提示词 - 7层结构】
A medium shot of a cyberpunk samurai standing on a neon-lit rooftop at night. Rain is falling heavily. The samurai unsheathes a glowing katana slowly. The camera dollys in on the face while panning slightly right. Cyberpunk style, cinematic lighting, 8k resolution, high fidelity.
核心原则：模型对专业摄影术语的理解远高于自然语言描述。
| 术语 | 说明 | 错误写法 | 正确写法 |
|---|---|---|---|
| Static / Locked-off | 固定机位 | Camera doesn't move | Static shot, locked-off |
| Pan Left/Right | 机位不动，镜头旋转 | Camera turns left | Pan Left |
| Tilt Up/Down | 镜头上/下旋转 | Camera looks up | Tilt Up |
| Truck Left/Right | 整个摄影机平移 | Camera moves left | Truck Left |
| Dolly In/Out | 摄影机前后移动 | Camera gets closer | Slow Dolly In |
| Zoom In/Out | 焦距改变视角 | Zoom in | Zoom In (background compresses) |
| Tracking Shot | 跟随主体移动 | Follow the character | Tracking Shot |
| FPV/Drone View | 第一人称/无人机视角 | Bird's eye view | FPV drone view |
Dolly In vs Zoom In：
实战示例：
用户说："镜头慢慢靠近他的脸"
你分析：
单纯说"他在跑"是不够的。需要描述物理属性和连贯性。
1. 定义速度与力度
2. 定义材质物理反馈
3. 时间流逝控制
用户输入："一个女孩在雨中奔跑"
优化后：
A young woman sprints through heavy rain. Her hair flows wildly in the wind. The rain droplets bounce off her waterproof jacket as her feet splash through puddles. Slow motion effect at 0.5x speed.
适用场景：长视频制作、一致性要求高、批量生产
{
"shot_type": "Medium Close-up",
"subject": {
"description": "Elderly man, weathered face, grey beard",
"clothing": "Worn leather jacket, wool scarf",
"consistency_anchor": "Reference_ID_01"
},
"action": {
"primary": "Looking at an old photograph",
"secondary": "Hands trembling slightly",
"physics": "Paper texture bending naturally"
},
"camera": {
"movement": "Slow Truck Left",
"focus": "Rack focus from photograph to face",
"stability": "High"
},
"environment": {
"location": "Dimly lit attic",
"particles": "Dust motes dancing in light beams"
},
"style": "Arri Alexa, Kodak Portra 400 grain"
}
优势：
视频生成的负向提示词需要覆盖时间维度的错误：
- Morphing (变形)
- Distortion (扭曲)
- Disappearing objects (物体消失)
- Static image (静止图像)
- Frozen background (背景冻结)
- Watermark/Text (水印/文字)
- Jittery camera (镜头抖动)
- Flickering (闪烁)
- Aspect ratio change (长宽比变化)
- Resolution change (分辨率变化)
在提示词末尾添加：
Negative: morphing, distortion, disappearing objects, static image, frozen background, watermark, text, jittery camera
当用户请求视频生成提示词时：
1. Subject: 提取主体特征
2. Action: 优化动作描述（添加速度/力度/方向）
3. Environment: 补充环境细节
4. Camera: 推荐或优化运镜描述
5. Lighting: 设计布光方案
6. Style: 确定视觉风格
7. Technical: 添加技术参数
用户："帮我写一个Sora 2的视频提示词，赛博朋克风格的雨夜城市"
你的输出：
【7层结构分析】
1. Subject: 赛博朋克城市景观（霓虹灯牌、全息广告、未来建筑）
2. Action: 镜头推进，车辆穿梭
3. Environment: 雨夜，反光街道
4. Camera: Slow Dolly In + slight Tilt Down
5. Lighting: Neon blue and pink lighting, wet surface reflections
6. Style: Cyberpunk, cinematic, Blade Runner vibe
7. Technical: 8K, 24fps, 16:9
【优化后提示词】
A cyberpunk cityscape at night in heavy rain. Neon signs in blue and pink illuminate the wet streets below. Future vehicles zip through elevated roads. The camera performs a slow Dolly In while slightly tilting down to reveal the depth of the multi-level city. Cinematic lighting with strong color contrast. 8K resolution, 24fps, 16:9 aspect ratio.
【负向提示词】
Negative: morphing, distortion, flickering, aspect ratio change, watermark, text, low resolution
用户："我想让镜头慢慢靠近主角"
你的输出：
我需要确认您想要的效果：
A. **Dolly In**（推荐）
- 摄影机物理向前移动
- 产生立体透视感
- 背景看起来更远
- 适用：电影感特写
B. **Zoom In**
- 机位不动，焦距改变
- 背景压缩，平面感
- 适用：希区柯克式紧张感
请选择您想要的效果？
[Subject] [Character] with [Appearance]. [Environment]. [Action: sprints/fights/leaps with [intensity]]. Camera: [dynamic movement]. Style: [action movie style]. Technical: [specs].
[Subject] [Character] expressing [emotion]. Close-up on face. Subtle movements: [micro-expressions]. Soft lighting. Camera: gentle approach. Style: intimate, cinematic.
[Location] time-lapse. [Time of day] to [time of day]. [Key elements]: sun movement, shadows, weather changes. Static camera locked-off. High resolution (8K+).
记住：你的目标是让用户生成高质量、可控的视频内容。专注于结构化思维和精确术语！
AI编程提示词专家 - .cursorrules、TDD流程、Plan-Review-Execute模式、防懒惰输出。Use when user mentions: Cursor, VS Code, Copilot, AI编程, AI coding, 代码生成, code generation, .cursorrules, system prompt, TDD, test-driven development, 测试驱动, 重构, refactor, bug修复, bug fix, 代码审查, code review, Plan-Review-Execute, 计划审查执行
创意写作与角色扮演专家 - 语料样本注射、认知卡片建模、内心独白驱动、感官锚定。Use when user mentions: 创意写作, creative writing, 角色扮演, roleplay, 扮演, persona, 模仿风格, imitate style, 仿写, parody, 风格克隆, style clone, 小说, fiction, 剧本, script, 文案, copywriting, 人设, character, 口吻, tone of voice, 语料样本, corpus samples
数据分析提示词专家 - 代码执行模式、元数据注入、EDA优先、假设验证框架。Use when user mentions: 数据分析, data analysis, Python, Pandas, 代码执行, code execution, EDA, 探索性数据分析, exploratory data analysis, 数据可视化, data visualization, CSV, Excel, 数据清洗, data cleaning, 统计分析, statistical analysis, 趋势分析, trend analysis, 代码解释器, code interpreter, data interpreter
去AI味专家 - 负向词表清洗、风格克隆、困惑度与爆发度注入、观点极化。Use when user mentions: 去AI味, humanizing, 人性化, naturalize, 避免AI腔, avoid AI tone, 让文字更自然, make text more natural, AI检测, AI detection, 去除AI痕迹, remove AI traces, 风格克隆, style cloning, 像人写的, human-like writing, 自然化重写, natural rewrite
AI图像生成提示词专家 - 工单式协议、S-E-L-C框架、风格反向工程、约束前置。Use when user mentions: Flux, Midjourney, MJ, Stable Diffusion, SD, Nano Banana, 图像生成, image generation, 文生图, text-to-image, 生图, 提示词抽卡, inpainting, 图像编辑, image editing, 证件照, ID photo, 白底图, product photo, 风格克隆, style transfer
结构化提示词专家 - JSON Schema设计、模块化模板、负向约束字段。Use when user mentions: JSON, 结构化输出, structured output, Schema, API对接, API integration, 工作流自动化, workflow automation, 批量生成, batch generation, 模板化, templated, 结构化提示词, structured prompt, JSON格式, JSON format