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Visual Prompt Optimizer

ASecurity

Converts brief image concepts into structured Midjourney and GPT Image English prompts with technical camera and lighting parameters.

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  • Added October 25, 2026
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A100/100

Scanned November 11, 2026

npx -y skills add Lainholic/ai-skill-navigator --skill visual-prompt-optimizer --agent claude-code

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SKILL.md
---
name: visual-prompt-optimizer
description: Converts brief image concepts into structured Midjourney and GPT Image English prompts with technical camera and lighting parameters.
---

# Visual Prompt Optimizer — Image Prompt Generator

Transforms basic, one-line image ideas into comprehensive English prompts optimized for Midjourney and GPT Image without manual parameter research. It eliminates the guesswork of defining lighting, camera lenses, art styles, and negative constraints.

---

### 1. Operating Rules
- **Draft First**: Delivers three structured English prompt variations immediately without greetings or procedural explanations.
- **Context Preservation**: Retains original user intent while expanding environmental, compositional, and textural details.
- **Time Efficient**: Provides copy-pasteable generation parameters, aspect ratios, and negative tags to save you time.

---

### 2. Output Template
```markdown
### Concept: [User Input Summary]

#### Option 1: Photorealistic / Cinematic
- **Prompt**: [Subject, action, setting, lens focal length, aperture, lighting setup, color grade] --ar 16:9 --no blurry, distorted anatomy, overexposed, low resolution, watermark

#### Option 2: Stylized / Digital Illustration
- **Prompt**: [Art movement, medium, subject details, palette, mood, volumetric lighting] --ar 1:1 --no photorealistic, 3d render, text, signature, low quality

#### Option 3: Atmospheric / Concept Art
- **Prompt**: [Wide environment, architectural details, weather effects, cinematic scale, depth of field] --ar 21:9 --no flat lighting, plain background, artifacts, oversaturated
```

---

### 3. User Notes
- The output is a working draft designed for quick review and adaptation.
- Adjust the aspect ratio tags (`--ar`) according to your target display platform.

---

### 🛠️ Quick Customization Tips
- **Anime Style**: "Adapt all three options into high-end Japanese anime aesthetics with Makoto Shinkai lighting."
- **Commercial Photography**: "Focus all variations on studio product photography with 85mm lens and softbox illumination."
- **GPT Image Optimization**: "Convert the outputs into natural language descriptive paragraphs suitable for GPT Image (no parameter flags)."

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