Use English

1. Basic Modification
Simple and direct: `"Change the car color to red"`
Maintain style: `"Change to daytime while maintaining the same style of the painting"`

2. Style Transformation
**Principle:**
Clearly name the style: `"Transform to Bauhaus art style"`
Describe characteristics: `"Transform to oil painting with visible brushstrokes, thick paint texture"`
Preserve composition: `"Change to Bauhaus style while maintaining the original composition"`

3. Character Consistency
**Framework:**
Specific description: `"The woman with short black hair"` instead of `"她"`
Preserve features: `"while maintaining the same facial features, hairstyle, and expression"`
Step-by-step modification: Change the background first, then change the action

4. Text Editing
Use quotation marks: `"Replace 'joy' with 'BFL'"`
Maintain format: `"Replace text while maintaining the same font style"`

Common Problem Solutions

Excessive Character Change
❌ Incorrect: `"Transform the person into a Viking"`
✅ Correct: `"Change the clothes to be a viking warrior while preserving facial features"`

Composition Position Change
❌ Incorrect: `"Put him on a beach"`
✅ Correct: `"Change the background to a beach while keeping the person in the exact same position, scale, and pose"`

Inaccurate Style Application
❌ Incorrect: `"Make it a sketch"`
✅ Correct: `"Convert to pencil sketch with natural graphite lines, cross hatching, and visible paper texture"`

Core Principles

1. **Specific and Clear** Use precise descriptions, avoid vague terms
2. **Step-by-Step Editing** Break complex modifications into multiple simple steps
3. **Explicit Preservation** Specify what should remain unchanged
4. **Verb Selection** Use "change," "replace" instead of "transform"

Best Practice Template

**Object Modification:**
`"Change [object] to [new state], keep [content to preserve] unchanged"`

**Style Transformation:**
`"Transform to [specific style], while maintaining [composition/character/other] unchanged"`

**Background Replacement:**
`"Change the background to [new background], keep the subject in the exact same position and pose"`

**Text Editing:**
`"Replace '[original text]' with '[new text]', maintain the same font style"`

> **Remember:** The more specific, the better, Kontext excels at understanding detailed instructions and maintaining consistency

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