image-pro-max

name	image-pro-max
version	1.0.0
description	Professional image generation and style control skill. Generate stunning images with precise style control, extract and analyze visual styles from reference images, and synthesize new styles. Supports social media posts, advertising banners, brand visuals, UI mockups, portrait photography, ID photos, and artistic compositions. Activate on: "generate image", "create style", "image style", "portrait photo", "social media image", "banner design", "logo design", "analyze image style", "extract style", "copy style", "证件照", "写真", "头像", "产品图", "海报", "风格提取", "风格分析".
metadata	{"category":"Design & Creative","tags":["image-generation","style-control","portrait-photography","social-media","advertising","brand-design","ui-mockup","composition-analysis","style-extraction","prompt-engineering"]}

Image Pro Max

Professional image generation with comprehensive style control, composition analysis, and style extraction capabilities.

Overview

This skill provides:

Capability	Description
Style Templates	Pre-built prompts for 50+ image categories
Style Extraction	Analyze reference images and output structured style JSON
Style Synthesis	Combine multiple styles or create hybrid styles
Composition Control	Camera angles, framing, lighting, color grading
Scene Types	Social media, ads, portraits, products, UI, artistic

When to Use

Use for:

• Generating images with specific visual styles
• Creating social media content (小红书, Instagram, Twitter/X, LinkedIn)
• Designing ads, banners, and marketing materials
• Producing portrait photography (outdoor, indoor, artistic)
• Creating ID photos and professional headshots
• Generating UI mockups and design prototypes
• Extracting and replicating visual styles from reference images
• Analyzing image composition and aesthetics

Do NOT use for:

• Basic image editing (crop, resize) → use ImageMagick
• Complex photo manipulation → use Photoshop
• Simple image search → use web search

Quick Start

Generate with Style Template

"Create a 小红书风格的美食图片，暖色调，自然光，俯视角度"
→ Use 小红书美食 template + warm tones + natural light + overhead angle

"Generate a cinematic portrait, 85mm lens, golden hour lighting"
→ Use 电影感人像 template + 85mm bokeh + golden hour

Extract Style from Reference

"分析这张图片的风格，输出JSON格式"
→ Analyze image → Output structured style JSON

"用这张参考图的风格生成一张新产品图"
→ Extract style → Apply to new subject

Style Template Library

Social Media 社交媒体

小红书 Xiaohongshu

Template	Key Elements	Best For
小红书-美食	Overhead angle, natural light, warm tones, lifestyle props	Food blogging
小红书-穿搭	Mirror selfie, natural pose, soft lighting, minimalist bg	Fashion OOTD
小红书-旅行	Wide landscape, vibrant colors, golden hour, wanderlust vibe	Travel content
小红书-美妆	Close-up, ring light, pastel tones, product focus	Beauty reviews
小红书-家居	Cozy interior, natural light, neutral palette, plants	Home decor

Prompt Formula:

[Platform style] + [Subject] + [Composition] + [Lighting] + [Color grading] + [Mood]

Example:
"小红书风格，一杯拿铁咖啡放在木质桌面上，俯视角度，自然窗光，
暖棕色调，温馨治愈氛围，浅景深，背景有绿植和杂志"

Instagram

Template	Key Elements	Best For
Instagram-Feed	Square format, cohesive aesthetic, curated look	Brand feed
Instagram-Reels	Vertical 9:16, dynamic composition, bold colors	Short videos cover
Instagram-Carousel	Consistent style across slides, storytelling	Multi-image posts
Instagram-Story	9:16 vertical, interactive elements, casual	Daily stories

Twitter/X

Template	Key Elements	Best For
Twitter-Header	3:1 banner, bold typography, brand colors	Profile headers
Twitter-Post	16:9 or 1:1, meme-friendly, high contrast	Viral content

LinkedIn

Template	Key Elements	Best For
LinkedIn-Banner	Professional, clean, corporate colors	Personal branding
LinkedIn-Post	1.91:1, business-appropriate, infographic style	Thought leadership

Advertising & Marketing 广告营销

E-commerce Product 电商产品

Template	Key Elements	Best For
Amazon-Main	Pure white bg (RGB 255,255,255), 85% product fill	Product listings
Amazon-Lifestyle	Context scene, scale reference, use case	Lifestyle images
Taobao-主图	Clean background, selling points, trust badges	Chinese e-commerce
Product-Hero	Dramatic lighting, gradient bg, floating angle	Hero shots
Product-Flatlay	Arranged props, textured surface, overhead	Flat lay styling

Prompt Formula:

[Product type] + [Setting/Background] + [Lighting setup] + [Angle] + [Style reference] + [Technical specs]

Example:
"无线耳机产品图，深灰渐变背景，戏剧性侧光45度角，
悬浮展示，苹果广告风格，8K高清，锐利对焦，产品占画面85%"

Banner & Poster 横幅海报

Template	Dimensions	Key Elements
Website-Hero	21:9 or 16:9	Bold headline space, gradient/photo bg, CTA area
Social-Banner	Various	Platform-optimized, text-safe zones
Event-Poster	2:3 or 3:4	Info hierarchy, visual impact, readable text
促销海报	9:16 or 1:1	紧迫感设计，折扣突出，品牌色

Portrait Photography 人像摄影

ID Photos 证件照

Type	Specifications	Requirements
中国身份证	26mm×32mm, 358×441px	White/blue bg, neutral expression, no glasses
护照照片	33mm×48mm, 600×800px	White bg, neutral expression, full face
简历照	1:1 or 3:4	Professional, approachable, clean bg
领英头像	400×400px	Professional, eye contact, shoulders up

Prompt Formula:

[ID photo type] + [Subject description] + [Background] + [Lighting] + [Expression] + [Technical]

Example:
"专业简历证件照，年轻亚洲女性，
浅灰色纯色背景，柔和摄影棚灯光，自然微笑，
正面角度，肩膀以上，高清，正式着装"

Portrait Styles 写真风格

Style	Key Elements	Mood
户外写真-森系	Natural setting, dappled light, flowy fabrics	Dreamy, ethereal
户外写真-街拍	Urban backdrop, candid poses, golden hour	Edgy, spontaneous
户外写真-海边	Beach setting, sunset, wind-blown hair	Romantic, free
室内写真-简约	Minimalist interior, window light, neutral	Clean, modern
室内写真-复古	Vintage decor, warm tones, film grain	Nostalgic, artistic
室内艺术照	Studio setup, dramatic lighting, artistic pose	Expressive, bold
满月照	Soft lighting, neutral wraps, minimal props	Tender, innocent
结婚照-西式	White dress, romantic setting, soft focus	Classic, romantic
结婚照-中式	Red elements, traditional setting, elegant	Cultural, grand
结婚照-旅拍	Scenic location, natural poses, golden hour	Adventurous, romantic

Portrait Prompt Formula:

[Portrait style] + [Subject] + [Outfit/Wardrobe] + [Location/Set] + 
[Lighting] + [Camera specs] + [Pose] + [Mood] + [Post-processing]

Example:
"森系户外写真，年轻女性，白色飘逸长裙，
阳光穿透的森林场景，斑驳光影，85mm f/1.4镜头，
自然走动姿势回眸，梦幻氛围，浅景深，
柔和绿色调，轻微胶片颗粒"

Brand & Identity 品牌视觉

Application	Key Elements	Deliverables
Logo Design	Scalable, memorable, brand-aligned	Logo variations
Brand Colors	Primary/secondary palette, usage rules	Color guidelines
Business Cards	Contact info hierarchy, paper texture	Print-ready designs
Brand Guidelines	Consistent visual language	Style guide

UI/UX Mockups 界面设计

Template	Key Elements	Use Case
App-Screens	Device frame, realistic shadows, context	App store screenshots
Website-Mockup	Browser window, responsive views	Portfolio presentation
Dashboard-UI	Data visualization, clean layout	SaaS product mockups

Style Extraction & Analysis 风格提取

Extract Style from Image

When user provides a reference image and wants to analyze or replicate its style:

Step 1: Visual Analysis Analyze the reference image for:

• Subject Matter: What is depicted
• Composition: Framing, rule of thirds, symmetry, leading lines
• Lighting: Direction, quality, color temperature, shadows
• Color Palette: Dominant colors, harmony type, saturation
• Mood/Atmosphere: Emotional impact, story
• Technical: Lens, aperture effects, film grain, sharpness

Step 2: Output Style JSON

{
  "style_analysis": {
    "name": "Style name (e.g., 'Warm Lifestyle Food')",
    "category": "e.g., food, portrait, landscape, product",
    "version": "1.0"
  },
  "composition": {
    "framing": "e.g., overhead, eye-level, worm's eye",
    "subject_placement": "e.g., center, rule of thirds, golden ratio",
    "depth_of_field": "e.g., shallow, deep, tilt-shift",
    "leading_lines": ["description of lines guiding eye"],
    "negative_space": "amount and purpose"
  },
  "lighting": {
    "type": "e.g., natural, studio, mixed, golden hour",
    "direction": "e.g., front, side, back, top",
    "quality": "e.g., soft, hard, diffused",
    "color_temperature": "e.g., warm (3000K), neutral (5500K), cool (7000K)",
    "shadows": "e.g., soft gradients, hard edges, dramatic contrast"
  },
  "color": {
    "palette_type": "e.g., complementary, analogous, monochromatic",
    "dominant_colors": ["#hex codes or descriptions"],
    "accent_colors": ["#hex codes or descriptions"],
    "saturation": "e.g., muted, vibrant, desaturated",
    "contrast": "e.g., high, low, medium"
  },
  "mood": {
    "primary_emotion": "e.g., cozy, energetic, serene, dramatic",
    "atmosphere": "e.g., intimate, grand, mysterious, welcoming"
  },
  "technical": {
    "lens_characteristics": "e.g., 85mm bokeh, wide angle distortion",
    "film_look": "e.g., Kodak Portra 400, Fujifilm Velvia",
    "grain": "e.g., none, subtle, heavy",
    "sharpness": "e.g., tack sharp, dreamy soft, selective focus"
  },
  "prompt_translation": {
    "positive_prompt": "Complete prompt that recreates this style",
    "negative_prompt": "What to avoid",
    "key_keywords": ["essential terms to include"]
  }
}

Apply Extracted Style

To generate a new image using an extracted style:

Input: Style JSON + New Subject Description
Output: Image generation prompt combining style elements with new subject

Process:
1. Parse the style JSON
2. Adapt composition for new subject
3. Apply lighting specifications
4. Use color palette
5. Match technical characteristics
6. Maintain mood/atmosphere

Composition Frameworks 构图理论

Rule of Thirds 三分法则

+---+---+---+
|   |   |   |
+---+---+---+
|   | X |   |  <- Place subject at intersections
+---+---+---+
|   |   |   |
+---+---+---+

Best for: Portraits, landscapes, general photography

Golden Ratio 黄金分割

Spiral placement for natural eye flow
Best for: Artistic compositions, nature photography

Symmetry & Balance 对称与平衡

Type	Use Case
Bilateral	Architecture, reflections, formal portraits
Radial	Flowers, spirals, circular subjects
Asymmetrical	Dynamic scenes, rule of thirds compositions

Leading Lines 引导线

Types: Vertical (power), Horizontal (calm), Diagonal (dynamic), Curved (flow)

Lighting Setups 灯光设置

Natural Light 自然光

Time	Quality	Best For
Golden Hour	Warm, soft, directional	Portraits, landscapes
Blue Hour	Cool, even, moody	Cityscapes, twilight
Midday	Harsh, direct, contrasty	High contrast drama
Overcast	Soft, diffused, even	Portraits, even lighting

Studio Light 摄影棚光

Setup	Characteristics	Use Case
Rembrandt	Triangle highlight on cheek	Classic portraits
Butterfly	Shadow under nose	Glamour, beauty
Split	Half face lit, half shadow	Dramatic, artistic
Loop	Small nose shadow	Standard portraits
Flat	Even, minimal shadows	Beauty, fashion

Color Grading 调色

Popular Color Palettes

Palette	Colors	Mood	Use Case
Teal & Orange	Cyan shadows, warm highlights	Cinematic	Movies, travel
Earthy Tones	Browns, greens, creams	Natural	Lifestyle, organic
Pastel	Soft pinks, blues, yellows	Dreamy	Fashion, beauty
Monochrome	Single color family	Focused	Artistic, minimalist
High Contrast	Deep blacks, bright whites	Dramatic	Editorial, bold

Color Harmony Types

Complementary: Opposite on color wheel (high contrast)
Analogous: Adjacent colors (harmonious)
Triadic: Equally spaced (vibrant, balanced)
Monochromatic: Single hue variations (cohesive)

Technical Specifications 技术参数

Aspect Ratios 宽高比

Ratio	Dimensions	Best For
1:1	1080×1080	Instagram, profile pics
4:3	1024×768	Classic photos, iPad
3:2	1536×1024	DSLR standard, prints
16:9	1920×1080	Video, widescreen
9:16	1080×1920	Stories, Reels, TikTok
21:9	2560×1080	Cinematic, ultrawide
1.43:1	IMAX	Cinematic portraits

Camera/Lens Effects

Lens	Characteristics	Effect
24mm Wide	Distortion, expansive	Environmental portraits
35mm	Natural perspective	Street, documentary
50mm	"Normal" view	General purpose
85mm	Compression, bokeh	Portraits
135mm	Extreme compression	Fashion, headshots
Macro	1:1 magnification	Detail, texture

Best Practices 最佳实践

Prompt Writing Tips

1. Be Specific: Instead of "beautiful lighting", use "golden hour side lighting with warm highlights"
2. Order Matters: Subject → Setting → Lighting → Style → Technical
3. Reference Artists/Brands: "Apple advertising style", "Annie Leibovitz portrait style"
4. Use Technical Terms: "f/1.4 aperture", "85mm lens", "shallow depth of field"
5. Include Negative Prompts: "avoid: blurry, distorted, oversaturated"

Common Patterns

Product Photography:

[Product] on [surface], [background], [lighting], 
[angle], [brand style], [technical quality]

Portrait Photography:

[Subject], [outfit], [location], [lighting], 
[lens specs], [pose], [mood], [post-processing]

Lifestyle/Social:

[Platform style], [subject/activity], [composition], 
[lighting], [color grade], [props/styling]

Examples

Example 1: 小红书美食图

"小红书风格美食摄影，一杯抹茶拿铁配甜点，
俯视45度角，自然窗光从左侧，浅景深，
暖棕色调，木质桌面，散落咖啡豆和亚麻餐巾，
温馨治愈氛围，专业美食摄影"

Example 2: 电商产品图

"无线蓝牙耳机产品摄影，悬浮展示，
深空灰渐变背景，戏剧性 rim lighting 勾勒轮廓，
45度俯视角度，苹果广告风格，8K高清，
产品占画面80%，锐利对焦，金属质感突出"

Example 3: 森系写真

"森系户外人像写真，年轻女性，
米色亚麻连衣裙，阳光穿透的森林场景，
斑驳光影效果，85mm f/1.4 镜头虚化，
自然行走回眸姿势，梦幻氛围，
柔和绿色和金色色调，轻微胶片颗粒感"

Example 4: 证件照

"专业标准证件照，年轻亚洲男性，
纯白背景 RGB 255,255,255，正面角度，
柔和均匀摄影棚灯光，自然微笑，
穿着深色西装，肩膀以上构图，
高清锐利，正式商务风格"

Example 5: 风格提取后应用

Input: 分析了一张日系清新风格的照片
Style JSON: { "color": { "palette": "pastel", "dominant": ["soft pink", "mint green"] }, 
             "lighting": "soft diffused", "mood": "fresh and youthful" }

New Prompt: "日系清新风格人像，大学生女生，
校园樱花树下，柔和漫射光，
粉色和薄荷绿色调，青春清新氛围，
自然笑容，35mm镜头，明亮通透"

Reference Files

File	Contents
references/composition-theory.md	Detailed composition frameworks
references/lighting-guide.md	Lighting setups and examples
references/portrait-scenarios.md	Portrait photography scenarios
references/style-schema.json	Style JSON schema definition

Integration Notes

This skill provides prompt templates and style guidance. Actual image generation requires:

• DALL-E 3 via OpenAI API
• Midjourney via Discord
• Stable Diffusion via local or cloud
• FLUX via Replicate or similar
• Gemini via Google API

The skill outputs optimized prompts that work across these platforms.

Related Skills

• baoyu-image-gen - API-based image generation with multiple providers
• photo-composition-critic - Analyze photo composition and aesthetics
• ai-product-photography - Product photography generation
• portrait-enhancement - AI portrait retouching
• ui-ux-pro-max - UI/UX design and mockups
• ckm-banner-design - Banner and social media design

---

Image Pro Max - Professional style control for AI image generation