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-# ComfyUI Quick Start - Prompt Orchestration Nodes
-
-Get started with prompt orchestration in ComfyUI in under 5 minutes!
-
---
-
-## 🚀 Installation (30 seconds)
-
-1. **Copy folder to ComfyUI**:
-   ```
-   Copy comfyui_nodes → ComfyUI/custom_nodes/comfyui_prompt_orchestration
-   ```
-
-2. **Restart ComfyUI**
-
-3. **Verify**: Look for "Prompt Orchestration" category in Add Node menu
-
-✅ **Done!** If you see the category, you're ready to go.
-
---
-
-## 🎯 Your First Workflow (2 minutes)
-
-### Step 1: Create Basic Workflow
-
-1. **Right-click canvas** → Add Node
-2. **Navigate**: Prompt Orchestration → Lighting Modifier (Single)
-3. **Connect**:
-   ```
-   [Your Text Input] → [Lighting Modifier] → [CLIP Text Encode] → [Your Pipeline]
-   ```
-
-### Step 2: Configure Node
-
-In the Lighting Modifier node:
- **text**: Enter your base prompt (e.g., "sports car on highway")
- **modifier_id**: Set to `7` (golden hour - most popular)
- **preserve_base**: Keep as `True`
-
-### Step 3: Generate
-
-Run your workflow! The prompt will automatically get golden hour lighting.
-
-**Result**:
-```
-Input:  "sports car on highway"
-Output: "sports car on highway, golden hour, warm low-angle side-light, clear sky"
-```
-
---
-
-## 🌟 Top 5 Most Useful Nodes
-
-### 1️⃣ Lighting Modifier (Single) - START HERE
-**Use when**: You want specific lighting on one prompt  
-**Best setting**: modifier_id = 7 (golden hour)  
-**Connects to**: CLIP Text Encode
-
-### 2️⃣ Batch Variation Generator
-**Use when**: You want multiple lighting options to compare  
-**Best setting**: category = "key_moments"  
-**Outputs**: 10 variations ready to render
-
-### 3️⃣ Preset Collection
-**Use when**: You want optimized sets for specific use cases  
-**Best setting**: preset = "commercial" (for products) or "key_moments" (for variety)  
-**Outputs**: 8 professional variations
-
-### 4️⃣ Style Transform
-**Use when**: You want to add artistic style  
-**Best setting**: style = "cyberpunk" or "noir"  
-**Tip**: Apply AFTER Lighting Modifier
-
-### 5️⃣ Smart Variation (NLP)
-**Use when**: You want quick natural language edits  
-**Best setting**: intent = "make it golden hour" or "add wet street"  
-**Great for**: Fast iterations
-
---
-
-## 💡 Common Workflows
-
-### Workflow A: Single Perfect Shot
-
-**Goal**: Get one image with perfect lighting
-
-```
-┌─────────────┐
-│ Text Input  │
-│ "car scene" │
-└──────┬──────┘
-       │
-┌──────▼─────────────────┐
-│ Lighting Modifier      │
-│ modifier_id: 7         │
-│ (golden hour)          │
-└──────┬─────────────────┘
-       │
-┌──────▼──────────┐
-│ CLIP Text Encode│
-└──────┬──────────┘
-       │
-    [REST OF PIPELINE]
-```
-
-**Time**: 30 seconds  
-**Output**: 1 perfectly lit image
-
---
-
-### Workflow B: Compare 4 Lighting Options
-
-**Goal**: See different times of day
-
-```
-┌─────────────┐
-│ Text Input  │
-└──────┬──────┘
-       │
-┌──────▼───────────────────┐
-│ Batch Variation Generator│
-│ category: custom         │
-│ custom_ids: "1,7,8,10"   │
-│ (sunrise,golden,sunset,  │
-│  blue hour)              │
-└─┬──┬──┬──┬───────────────┘
-  │  │  │  │
-  │  │  │  └→ CLIP → KSampler → Image 4
-  │  │  └───→ CLIP → KSampler → Image 3
-  │  └──────→ CLIP → KSampler → Image 2
-  └─────────→ CLIP → KSampler → Image 1
-```
-
-**Time**: 1 minute setup  
-**Output**: 4 comparison images
-
---
-
-### Workflow C: Product Photography
-
-**Goal**: Professional product shots
-
-```
-┌──────────────────┐
-│ Text Input       │
-│ "watch on marble"│
-└────────┬─────────┘
-         │
-┌────────▼────────────┐
-│ Preset Collection   │
-│ preset: commercial  │
-└─┬─┬─┬─┬────────────┘
-  │ │ │ │
-  │ │ │ └→ CLIP → KSampler → Shot 4
-  │ │ └──→ CLIP → KSampler → Shot 3
-  │ └────→ CLIP → KSampler → Shot 2
-  └──────→ CLIP → KSampler → Shot 1
-```
-
-**Time**: 30 seconds  
-**Output**: 4 optimized product shots
-
---
-
-### Workflow D: Styled Variation
-
-**Goal**: Same subject, different aesthetic
-
-```
-┌─────────────┐
-│ Text Input  │
-└──────┬──────┘
-       │
-┌──────▼──────────┐
-│ Lighting Modifier│
-│ modifier_id: 11 │
-│ (night)         │
-└──────┬──────────┘
-       │
-┌──────▼──────────┐
-│ Style Transform │
-│ style: cyberpunk│
-└──────┬──────────┘
-       │
-┌──────▼──────┐
-│ CLIP Encode │
-└──────┬──────┘
-    [PIPELINE]
-```
-
-**Time**: 1 minute  
-**Output**: 1 cyberpunk night scene
-
---
-
-## 🎨 The 20 Modifiers - Quick Reference
-
-### Most Popular (Use These First)
-
-| ID | Name | When to Use |
-|----|------|-------------|
-| **7** | Golden Hour | 🌟 DEFAULT - Use for everything |
-| **18** | Blue Hour Wet | Dramatic urban/car scenes |
-| **4** | Midday | Product photography |
-| **8** | Sunset | Romantic/warm scenes |
-| **10** | Blue Hour | Moody atmospheres |
-
-### Complete List
-
-**DRY (Clear Sky, 1-16)**:
- 1-3: Morning (sunrise → late morning)
- 4-6: Afternoon (midday → late afternoon)
- 7-9: Evening (golden hour → twilight)
- 10-12: Night (blue hour → moonlit)
- 13-16: Specialized angles
-
-**WET (Reflections, 17-20)**:
- 17-20: Wet road variations (predawn → night)
-
-📋 **Full list**: Add "Modifier Info" node and connect to "Show Text"
-
---
-
-## 🔧 Settings Guide
-
-### Lighting Modifier Settings
-
-**preserve_base**:
- ✅ **True** (recommended): Adds lighting to your prompt
- ❌ **False**: Replaces lighting keywords in prompt
-
-**When to use False**: If your prompt already has lighting terms you want to replace
-
---
-
-### Batch Variation Settings
-
-**category**:
- **"all"**: All 20 modifiers (use for full exploration)
- **"dry"**: 16 modifiers (clear weather only)
- **"wet"**: 4 modifiers (dramatic wet scenes only)
- **"custom"**: Your specific IDs
-
-**custom_ids** (when category="custom"):
-```
-Examples:
-  "7"           → Just golden hour
-  "1,7,18"      → Sunrise, golden hour, blue hour wet
-  "3,4,11"      → Late morning, midday, night
-```
-
---
-
-### Preset Collection Settings
-
-**preset**:
- **"key_moments"**: Best variety (6 vars) - 🌟 START HERE
- **"commercial"**: Product photos (4 vars)
- **"artistic"**: Creative projects (7 vars)
- **"full_day_cycle"**: Complete day (16 vars)
- **"wet_night"**: Dramatic night (4 vars)
-
---
-
-## 💰 Cost Saving Tips
-
-### Tip 1: Preview First
-```
-[Text] → [Lighting Modifier] → [Show Text Node]
-```
-See the prompt BEFORE rendering to avoid wasted generations.
-
-### Tip 2: Use Key Moments
-Instead of all 20 modifiers (expensive!), use "key_moments" preset (6 variations).
-
-### Tip 3: Test with Low Steps
-Use your batch variations with low step count first, then re-render winners at high quality.
-
---
-
-## ⚡ Pro Tips
-
-### Tip 1: Chain Modifiers for Complex Lighting
-```
-[Text] → [Modifier 7: golden hour] → [Modifier 19: wet road] → [CLIP]
-```
-Result: Golden hour with wet reflections!
-
-### Tip 2: Use Random Modifier for Exploration
-```
-[Text] → [Random Modifier] → [Show "used_modifier_id"] → [CLIP]
-```
-Let the system surprise you, then see which modifier worked!
-
-### Tip 3: Combine with Wildcards
-```
-[Wildcard: "__car__"] → [Lighting Modifier] → [CLIP]
-```
-Different cars, same perfect lighting!
-
-### Tip 4: Save Preset Workflows
-Save workflow with your favorite modifier settings, load when needed.
-
-### Tip 5: Use Combiner for Complex Prompts
-```
-[Subject] ──┐
-[Location] ─┤→ [Combiner] → [Lighting] → [CLIP]
-[Details] ──┘
-```
-
---
-
-## 🐛 Troubleshooting Quick Fixes
-
-### Problem: Nodes don't appear
-**Fix**: Restart ComfyUI completely (not just refresh)
-
-### Problem: Output is empty
-**Fix**: Check that text input is actually connected
-
-### Problem: All variations are the same
-**Fix**: Use category="all" or specify more custom_ids
-
-### Problem: Style not working
-**Fix**: Make sure you selected a style (not left on "custom" without custom_style text)
-
---
-
-## 📚 Learning Resources
-
-1. **This guide** - Basic usage
-2. **NODE_REFERENCE.md** - Technical details
-3. **README_COMFYUI.md** - Complete documentation
-4. **Example workflows** - In `example_workflows/` folder
-
---
-
-## 🎓 5-Day Learning Plan
-
-### Day 1: Single Modifier
- Use Lighting Modifier node
- Try modifier 7 (golden hour)
- Generate 1-5 images
-
-### Day 2: Batch Comparison
- Use Batch Variation node
- Try category="key_moments"
- Compare results
-
-### Day 3: Styles
- Add Style Transform node
- Try "cyberpunk", "noir", "minimalist"
- Combine with lighting
-
-### Day 4: Presets
- Use Preset Collection
- Try "commercial" and "artistic"
- Find your favorite preset
-
-### Day 5: Advanced
- Chain multiple nodes
- Use Random Modifier
- Build custom workflows
-
---
-
-## 🏆 Success Checklist
-
-After this guide, you should be able to:
-
- [ ] Install the nodes in ComfyUI
- [ ] Add Lighting Modifier to workflow
- [ ] Generate image with golden hour (modifier 7)
- [ ] Create batch variations
- [ ] Apply style transformations
- [ ] Use preset collections
- [ ] Combine multiple nodes
- [ ] Build your own workflows
-
---
-
-## 🚀 Ready to Start?
-
-### Absolute Beginner Path:
-1. Install nodes
-2. Add "Lighting Modifier (Single)"
-3. Set modifier_id = 7
-4. Connect to CLIP
-5. Generate!
-
-### Intermediate Path:
-1. Install nodes
-2. Add "Batch Variation Generator"
-3. Set category = "key_moments"
-4. Connect outputs to CLIPs
-5. Compare 6 variations!
-
-### Advanced Path:
-1. Install nodes
-2. Chain Lighting → Style → Multi-Style
-3. Create complex transformations
-4. Build reusable workflows!
-
---
-
-## 📞 Next Steps
-
- ✅ **Installed?** → Try your first workflow above
- ✅ **Working?** → Check the example workflows folder
- ✅ **Advanced?** → Read NODE_REFERENCE.md
- ✅ **Issues?** → Check INSTALLATION.md troubleshooting
-
---
-
-**Have fun creating amazing variations! 🎨**
-
-_Tip: Bookmark this page and refer back when learning new nodes._