612 lines
17 KiB
Markdown
612 lines
17 KiB
Markdown
# AI Image Generation Prompt Templates
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This document contains optimized prompt templates for different project categories to ensure consistent, high-quality AI-generated images.
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## Template Structure
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Each template follows this structure:
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- **Base Prompt**: Core visual elements and style
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- **Technical Keywords**: Category-specific terminology
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- **Color Palette**: Recommended colors for the category
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- **Negative Prompt**: Elements to avoid
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- **Recommended Model**: Best SD model for this category
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---
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## Web Application Projects
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### Base Prompt
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```
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modern web application interface, clean dashboard UI, sleek web design,
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gradient backgrounds, glass morphism effect, floating panels,
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data visualization charts, modern typography,
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soft shadows, depth layers, isometric perspective,
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professional tech aesthetic, vibrant interface elements,
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smooth gradients, minimalist composition,
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4k resolution, high quality digital art
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```
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### Technical Keywords
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- SaaS dashboard, web portal, admin panel
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- Interactive UI elements, responsive design
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- Navigation bars, sidebars, cards
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- Progress indicators, status badges
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### Color Palette
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- Primary: `#3B82F6` (Blue), `#8B5CF6` (Purple)
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- Secondary: `#06B6D4` (Cyan), `#EC4899` (Pink)
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- Accent: `#10B981` (Green), `#F59E0B` (Amber)
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### Negative Prompt
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```
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mobile phone, smartphone, app mockup, tablet,
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realistic photo, stock photo, people, faces,
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cluttered, messy, dark, gloomy, text, watermark
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```
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### Recommended Model
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- SDXL Base 1.0
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- DreamShaper 8
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---
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## Mobile Application Projects
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### Base Prompt
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```
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modern mobile app interface mockup, sleek smartphone design,
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iOS or Android app screen, mobile UI elements,
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app icons grid, notification badges, bottom navigation,
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touch gestures indicators, smooth animations preview,
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gradient app background, modern mobile design trends,
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floating action button, card-based layout,
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professional mobile photography, studio lighting,
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4k quality, trending on dribbble
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```
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### Technical Keywords
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- Native app, cross-platform, Flutter, React Native
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- Mobile-first design, touch interface
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- Swipe gestures, pull-to-refresh
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- Push notifications, app widgets
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### Color Palette
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- Primary: `#6366F1` (Indigo), `#EC4899` (Pink)
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- Secondary: `#8B5CF6` (Purple), `#06B6D4` (Cyan)
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- Accent: `#F59E0B` (Amber), `#EF4444` (Red)
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### Negative Prompt
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```
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desktop interface, web browser, laptop, monitor,
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desktop computer, keyboard, mouse,
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old phone, cracked screen, low resolution,
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text, watermark, people holding phones
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```
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### Recommended Model
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- Realistic Vision V5.1
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- Juggernaut XL
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---
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## DevOps & Infrastructure Projects
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### Base Prompt
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```
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cloud infrastructure visualization, modern server architecture diagram,
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Docker containers network, Kubernetes cluster illustration,
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CI/CD pipeline flowchart, automated deployment system,
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interconnected server nodes, data flow arrows,
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cloud services icons, microservices architecture,
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network topology, distributed systems,
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glowing connections, tech blueprint style,
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isometric technical illustration, cyberpunk aesthetic,
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blue and orange tech colors, professional diagram
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```
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### Technical Keywords
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- Docker Swarm, Kubernetes, container orchestration
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- CI/CD pipeline, Jenkins, GitHub Actions
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- Cloud architecture, AWS, Azure, GCP
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- Monitoring dashboard, Grafana, Prometheus
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### Color Palette
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- Primary: `#0EA5E9` (Sky Blue), `#F97316` (Orange)
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- Secondary: `#06B6D4` (Cyan), `#8B5CF6` (Purple)
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- Accent: `#10B981` (Green), `#EF4444` (Red)
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### Negative Prompt
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```
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realistic datacenter photo, physical servers,
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people, technicians, hands, cables mess,
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dark server room, blurry, low quality,
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text labels, company logos, watermark
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```
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### Recommended Model
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- SDXL Base 1.0
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- DreamShaper 8
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---
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## Backend & API Projects
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### Base Prompt
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```
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API architecture visualization, RESTful endpoints diagram,
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database schema illustration, data flow architecture,
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server-side processing, microservices connections,
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API gateway, request-response flow,
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JSON data structures, GraphQL schema visualization,
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modern backend architecture, technical blueprint,
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glowing data streams, interconnected services,
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professional tech diagram, isometric view,
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clean composition, high quality illustration
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```
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### Technical Keywords
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- REST API, GraphQL, WebSocket
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- Microservices, serverless functions
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- Database architecture, SQL, NoSQL
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- Authentication, JWT, OAuth
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### Color Palette
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- Primary: `#8B5CF6` (Purple), `#06B6D4` (Cyan)
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- Secondary: `#3B82F6` (Blue), `#10B981` (Green)
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- Accent: `#F59E0B` (Amber), `#EC4899` (Pink)
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### Negative Prompt
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```
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frontend UI, user interface, buttons, forms,
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people, faces, hands, realistic photo,
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messy cables, physical hardware,
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text, code snippets, watermark
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```
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### Recommended Model
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- SDXL Base 1.0
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- DreamShaper 8
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---
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## AI & Machine Learning Projects
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### Base Prompt
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```
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artificial intelligence concept art, neural network visualization,
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glowing AI nodes and connections, machine learning algorithm,
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data science visualization, deep learning architecture,
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brain-inspired computing, futuristic AI interface,
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holographic data displays, floating neural pathways,
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AI chip design, quantum computing aesthetic,
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particle systems, energy flows, digital consciousness,
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sci-fi technology, purple and cyan neon lighting,
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high-tech laboratory, 4k quality, cinematic lighting
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```
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### Technical Keywords
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- Neural networks, deep learning, TensorFlow
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- Computer vision, NLP, transformers
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- Model training, GPU acceleration
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- AI agents, reinforcement learning
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### Color Palette
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- Primary: `#8B5CF6` (Purple), `#EC4899` (Pink)
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- Secondary: `#06B6D4` (Cyan), `#3B82F6` (Blue)
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- Accent: `#A855F7` (Fuchsia), `#14B8A6` (Teal)
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### Negative Prompt
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```
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realistic lab photo, scientists, people, faces,
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physical robots, mechanical parts,
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cluttered, messy, text, formulas, equations,
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low quality, dark, gloomy, stock photo
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```
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### Recommended Model
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- SDXL Base 1.0
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- Juggernaut XL
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---
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## Game Development Projects
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### Base Prompt
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```
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game environment scene, 3D rendered game world,
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video game interface, game UI overlay, HUD elements,
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fantasy game landscape, sci-fi game setting,
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character perspective view, gaming atmosphere,
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dynamic lighting, particle effects, atmospheric fog,
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game asset showcase, level design preview,
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cinematic game screenshot, unreal engine quality,
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vibrant game colors, epic composition,
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4k game graphics, trending on artstation
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```
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### Technical Keywords
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- Unity, Unreal Engine, game engine
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- 3D modeling, texture mapping, shaders
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- Game mechanics, physics engine
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- Multiplayer, networking, matchmaking
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### Color Palette
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- Primary: `#EF4444` (Red), `#F59E0B` (Amber)
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- Secondary: `#8B5CF6` (Purple), `#06B6D4` (Cyan)
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- Accent: `#10B981` (Green), `#EC4899` (Pink)
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### Negative Prompt
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```
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real photo, realistic photography, real people,
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mobile game screenshot, casual game,
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low poly, pixelated, retro graphics,
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text, game title, logos, watermark
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```
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### Recommended Model
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- Juggernaut XL
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- DreamShaper 8
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---
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## Blockchain & Crypto Projects
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### Base Prompt
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```
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blockchain network visualization, cryptocurrency concept art,
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distributed ledger technology, decentralized network nodes,
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crypto mining visualization, digital currency symbols,
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smart contracts interface, DeFi platform design,
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glowing blockchain connections, cryptographic security,
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web3 technology aesthetic, neon blockchain grid,
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futuristic finance, holographic crypto data,
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clean modern composition, professional tech illustration,
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blue and gold color scheme, high quality render
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```
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### Technical Keywords
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- Smart contracts, Solidity, Ethereum
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- DeFi, NFT, token economics
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- Consensus mechanisms, proof of stake
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- Web3, dApp, wallet integration
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### Color Palette
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- Primary: `#F59E0B` (Gold), `#3B82F6` (Blue)
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- Secondary: `#8B5CF6` (Purple), `#10B981` (Green)
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- Accent: `#06B6D4` (Cyan), `#EC4899` (Pink)
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### Negative Prompt
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```
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real coins, physical money, paper currency,
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people, traders, faces, hands,
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stock market photo, trading floor,
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text, ticker symbols, logos, watermark
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```
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### Recommended Model
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- SDXL Base 1.0
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- Juggernaut XL
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---
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## IoT & Hardware Projects
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### Base Prompt
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```
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Internet of Things network, smart home devices connected,
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IoT sensor network, embedded systems visualization,
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smart device ecosystem, wireless communication,
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connected hardware illustration, automation network,
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sensor data visualization, edge computing nodes,
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modern tech devices, clean product design,
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isometric hardware illustration, minimalist tech aesthetic,
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glowing connection lines, mesh network topology,
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professional product photography, studio lighting
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```
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### Technical Keywords
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- Raspberry Pi, Arduino, ESP32
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- Sensor networks, MQTT, edge computing
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- Smart home, automation, wireless protocols
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- Embedded systems, firmware, microcontrollers
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### Color Palette
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- Primary: `#10B981` (Green), `#06B6D4` (Cyan)
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- Secondary: `#3B82F6` (Blue), `#8B5CF6` (Purple)
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- Accent: `#F59E0B` (Amber), `#EC4899` (Pink)
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### Negative Prompt
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```
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messy wiring, cluttered breadboard, realistic lab photo,
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people, hands holding devices, technicians,
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old electronics, broken hardware,
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text, labels, brand names, watermark
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```
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### Recommended Model
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- Realistic Vision V5.1
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- Juggernaut XL
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---
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## Security & Cybersecurity Projects
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### Base Prompt
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```
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cybersecurity concept art, digital security shield,
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encrypted data streams, firewall visualization,
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network security diagram, threat detection system,
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secure connection network, cryptography illustration,
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cyber defense interface, security monitoring dashboard,
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glowing security barriers, protected data vault,
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ethical hacking interface, penetration testing tools,
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dark mode tech aesthetic, green matrix-style code,
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professional security illustration, high-tech composition
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```
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### Technical Keywords
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- Penetration testing, vulnerability scanning
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- Firewall, IDS/IPS, SIEM
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- Encryption, SSL/TLS, zero trust
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- Security monitoring, threat intelligence
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### Color Palette
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- Primary: `#10B981` (Green), `#0EA5E9` (Sky Blue)
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- Secondary: `#8B5CF6` (Purple), `#EF4444` (Red)
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- Accent: `#F59E0B` (Amber), `#06B6D4` (Cyan)
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### Negative Prompt
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```
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realistic office photo, security guards, people,
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physical locks, keys, cameras,
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dark, scary, threatening, ominous,
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text, code snippets, terminal text, watermark
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```
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### Recommended Model
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- SDXL Base 1.0
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- DreamShaper 8
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---
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## Data Science & Analytics Projects
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### Base Prompt
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```
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data visualization dashboard, analytics interface,
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big data processing, statistical charts and graphs,
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machine learning insights, predictive analytics,
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data pipeline illustration, ETL process visualization,
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interactive data dashboard, business intelligence,
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colorful data charts, infographic elements,
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modern analytics design, clean data presentation,
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professional data visualization, gradient backgrounds,
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isometric data center, flowing information streams
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```
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### Technical Keywords
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- Data pipeline, ETL, data warehouse
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- BI dashboard, Tableau, Power BI
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- Statistical analysis, data mining
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- Pandas, NumPy, data processing
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### Color Palette
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- Primary: `#3B82F6` (Blue), `#8B5CF6` (Purple)
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- Secondary: `#06B6D4` (Cyan), `#10B981` (Green)
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- Accent: `#EC4899` (Pink), `#F59E0B` (Amber)
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### Negative Prompt
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```
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spreadsheet screenshot, Excel interface,
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people analyzing data, hands, faces,
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cluttered charts, messy graphs, confusing layout,
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text labels, numbers, watermark, low quality
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```
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### Recommended Model
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- SDXL Base 1.0
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- DreamShaper 8
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---
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## E-commerce & Marketplace Projects
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### Base Prompt
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```
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modern e-commerce platform interface, online shopping design,
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product showcase grid, shopping cart visualization,
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payment system interface, marketplace dashboard,
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product cards layout, checkout flow design,
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clean storefront design, modern retail aesthetic,
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shopping bag icons, product imagery, price tags design,
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conversion-optimized layout, mobile commerce,
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professional e-commerce photography, studio product shots,
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vibrant shopping experience, user-friendly interface
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```
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### Technical Keywords
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- Online store, payment gateway, Stripe
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- Product catalog, inventory management
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- Shopping cart, checkout flow, conversion
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- Marketplace platform, vendor management
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### Color Palette
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- Primary: `#EC4899` (Pink), `#F59E0B` (Amber)
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- Secondary: `#8B5CF6` (Purple), `#10B981` (Green)
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- Accent: `#3B82F6` (Blue), `#EF4444` (Red)
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### Negative Prompt
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```
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realistic store photo, physical shop, retail store,
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people shopping, customers, cashiers, hands,
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cluttered shelves, messy products,
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text prices, brand logos, watermark
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```
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### Recommended Model
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- Realistic Vision V5.1
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- Juggernaut XL
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---
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## Automation & Workflow Projects
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### Base Prompt
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```
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workflow automation visualization, process flow diagram,
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automated pipeline illustration, task orchestration,
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business process automation, workflow nodes connected,
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integration platform design, automation dashboard,
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robotic process automation, efficiency visualization,
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streamlined processes, gear mechanisms, conveyor systems,
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modern workflow interface, productivity tools,
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clean automation design, professional illustration,
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isometric process view, smooth gradient backgrounds
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```
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### Technical Keywords
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- n8n, Zapier, workflow automation
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- Integration platform, API orchestration
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- Task scheduling, cron jobs, triggers
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- Business process automation, RPA
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### Color Palette
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- Primary: `#8B5CF6` (Purple), `#06B6D4` (Cyan)
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- Secondary: `#10B981` (Green), `#3B82F6` (Blue)
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- Accent: `#F59E0B` (Amber), `#EC4899` (Pink)
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### Negative Prompt
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```
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realistic factory photo, physical machinery,
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people working, hands, faces, workers,
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cluttered, messy, industrial setting,
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text, labels, watermark, low quality
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```
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### Recommended Model
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- SDXL Base 1.0
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- DreamShaper 8
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---
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## Universal Negative Prompt
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Use this as a base for all generations:
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```
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low quality, blurry, pixelated, grainy, jpeg artifacts, compression artifacts,
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text, letters, words, numbers, watermark, signature, copyright, logo, brand name,
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people, person, human, face, faces, hands, fingers, arms, body parts,
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portrait, selfie, crowd, group of people,
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cluttered, messy, chaotic, disorganized, busy, overwhelming,
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dark, gloomy, depressing, scary, ominous, threatening,
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ugly, distorted, deformed, mutation, extra limbs, bad anatomy,
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realistic photo, stock photo, photograph, camera phone,
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duplicate, duplication, repetitive, copied elements,
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old, outdated, vintage, retro (unless specifically wanted),
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screenshot, UI screenshot, browser window
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```
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---
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## Prompt Engineering Best Practices
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### 1. Specificity Matters
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- Be specific about visual elements you want
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- Include style keywords: "isometric", "minimalist", "modern"
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- Specify quality: "4k resolution", "high quality", "professional"
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### 2. Weight Distribution
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- Most important elements should be early in the prompt
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- Use emphasis syntax if your tool supports it: `(keyword:1.2)` or `((keyword))`
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### 3. Category Mixing
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- Combine multiple category templates for hybrid projects
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- Example: AI + Web App = neural network + modern dashboard UI
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### 4. Color Psychology
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- **Blue**: Trust, technology, corporate
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- **Purple**: Innovation, creativity, luxury
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- **Green**: Growth, success, eco-friendly
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- **Orange**: Energy, action, excitement
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- **Pink**: Modern, playful, creative
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### 5. Consistency
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- Use the same negative prompt across all generations
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- Maintain consistent aspect ratios (4:3 for project cards)
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- Stick to similar quality settings
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### 6. A/B Testing
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- Generate 2-3 variants with slightly different prompts
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- Test which style resonates better with your audience
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- Refine prompts based on results
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---
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## Advanced Techniques
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### ControlNet Integration
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If using ControlNet, you can guide composition:
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- Use Canny edge detection for layout control
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- Use Depth maps for 3D perspective
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- Use OpenPose for element positioning
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### Multi-Stage Generation
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1. Generate base composition at lower resolution (512x512)
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2. Upscale using img2img with same prompt
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3. Apply post-processing (sharpening, color grading)
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### Style Consistency
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To maintain consistent style across all project images:
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```
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Add to every prompt:
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"in the style of modern tech illustration, consistent design language,
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professional portfolio aesthetic, cohesive visual identity"
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|
```
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---
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## Troubleshooting Common Issues
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|
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### Issue: Too Abstract / Not Related to Project
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**Solution**: Add more specific technical keywords from project description
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|
|
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### Issue: Text Appearing in Images
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**Solution**: Add multiple text-related terms to negative prompt:
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|
`text, letters, words, typography, font, writing, characters`
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|
|
|
### Issue: Dark or Poorly Lit
|
|
**Solution**: Add lighting keywords:
|
|
`studio lighting, bright, well-lit, soft lighting, professional lighting`
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|
|
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### Issue: Cluttered Composition
|
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**Solution**: Add composition keywords:
|
|
`clean composition, minimalist, negative space, centered, balanced, organized`
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|
|
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### Issue: Wrong Aspect Ratio
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**Solution**: Specify dimensions explicitly in generation settings:
|
|
- Cards: 1024x768 (4:3)
|
|
- Hero: 1920x1080 (16:9)
|
|
- Square: 1024x1024 (1:1)
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|
|
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---
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|
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## Quick Reference Card
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|
|
| Category | Primary Colors | Key Style | Model |
|
|
|----------|---------------|-----------|-------|
|
|
| Web | Blue, Purple | Glass UI | SDXL |
|
|
| Mobile | Indigo, Pink | Mockup | Realistic Vision |
|
|
| DevOps | Cyan, Orange | Diagram | SDXL |
|
|
| AI/ML | Purple, Cyan | Futuristic | SDXL |
|
|
| Game | Red, Amber | Cinematic | Juggernaut |
|
|
| Blockchain | Gold, Blue | Neon | SDXL |
|
|
| IoT | Green, Cyan | Product | Realistic Vision |
|
|
| Security | Green, Blue | Dark Tech | SDXL |
|
|
| Data | Blue, Purple | Charts | SDXL |
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---
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**Last Updated**: 2024
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**Version**: 1.0
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**Maintained by**: Portfolio AI Image Generation System |