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ClaudeWave
Skill1.9k repo starsupdated 2d ago

generate-image

The generate-image skill produces high-quality images using FLUX.2 Pro and Gemini 3 Pro models through OpenRouter's API. Use it for creating photorealistic images, artistic illustrations, concept art, visual assets, and general image editing, while reserving the scientific-schematics skill for technical diagrams, flowcharts, circuits, and biological pathways.

Install in Claude Code
Copy
git clone --depth 1 https://github.com/K-Dense-AI/claude-scientific-writer /tmp/generate-image && cp -r /tmp/generate-image/skills/generate-image ~/.claude/skills/generate-image
Then start a new Claude Code session; the skill loads automatically.

SKILL.md

# Generate Image

Generate and edit high-quality images using OpenRouter's image generation models including FLUX.2 Pro and Gemini 3 Pro.

## When to Use This Skill

**Use generate-image for:**
- Photos and photorealistic images
- Artistic illustrations and artwork
- Concept art and visual concepts
- Visual assets for presentations or documents
- Image editing and modifications
- Any general-purpose image generation needs

**Use scientific-schematics instead for:**
- Flowcharts and process diagrams
- Circuit diagrams and electrical schematics
- Biological pathways and signaling cascades
- System architecture diagrams
- CONSORT diagrams and methodology flowcharts
- Any technical/schematic diagrams

## Quick Start

Use the `scripts/generate_image.py` script to generate or edit images:

```bash
# Generate a new image
python scripts/generate_image.py "A beautiful sunset over mountains"

# Edit an existing image
python scripts/generate_image.py "Make the sky purple" --input photo.jpg
```

This generates/edits an image and saves it as `generated_image.png` in the current directory.

## API Key Setup

**CRITICAL**: The script requires an OpenRouter API key. Before running, check if the user has configured their API key:

1. Look for a `.env` file in the project directory or parent directories
2. Check for `OPENROUTER_API_KEY=<key>` in the `.env` file
3. If not found, inform the user they need to:
   - Create a `.env` file with `OPENROUTER_API_KEY=your-api-key-here`
   - Or set the environment variable: `export OPENROUTER_API_KEY=your-api-key-here`
   - Get an API key from: https://openrouter.ai/keys

The script will automatically detect the `.env` file and provide clear error messages if the API key is missing.

## Model Selection

**Default model**: `google/gemini-3-pro-image-preview` (high quality, recommended)

**Available models for generation and editing**:
- `google/gemini-3-pro-image-preview` - High quality, supports generation + editing
- `black-forest-labs/flux.2-pro` - Fast, high quality, supports generation + editing

**Generation only**:
- `black-forest-labs/flux.2-flex` - Fast and cheap, but not as high quality as pro

Select based on:
- **Quality**: Use gemini-3-pro or flux.2-pro
- **Editing**: Use gemini-3-pro or flux.2-pro (both support image editing)
- **Cost**: Use flux.2-flex for generation only

## Common Usage Patterns

### Basic generation
```bash
python scripts/generate_image.py "Your prompt here"
```

### Specify model
```bash
python scripts/generate_image.py "A cat in space" --model "black-forest-labs/flux.2-pro"
```

### Custom output path
```bash
python scripts/generate_image.py "Abstract art" --output artwork.png
```

### Edit an existing image
```bash
python scripts/generate_image.py "Make the background blue" --input photo.jpg
```

### Edit with a specific model
```bash
python scripts/generate_image.py "Add sunglasses to the person" --input portrait.png --model "black-forest-labs/flux.2-pro"
```

### Edit with custom output
```bash
python scripts/generate_image.py "Remove the text from the image" --input screenshot.png --output cleaned.png
```

### Multiple images
Run the script multiple times with different prompts or output paths:
```bash
python scripts/generate_image.py "Image 1 description" --output image1.png
python scripts/generate_image.py "Image 2 description" --output image2.png
```

## Script Parameters

- `prompt` (required): Text description of the image to generate, or editing instructions
- `--input` or `-i`: Input image path for editing (enables edit mode)
- `--model` or `-m`: OpenRouter model ID (default: google/gemini-3-pro-image-preview)
- `--output` or `-o`: Output file path (default: generated_image.png)
- `--api-key`: OpenRouter API key (overrides .env file)

## Example Use Cases

### For Scientific Documents
```bash
# Generate a conceptual illustration for a paper
python scripts/generate_image.py "Microscopic view of cancer cells being attacked by immunotherapy agents, scientific illustration style" --output figures/immunotherapy_concept.png

# Create a visual for a presentation
python scripts/generate_image.py "DNA double helix structure with highlighted mutation site, modern scientific visualization" --output slides/dna_mutation.png
```

### For Presentations and Posters
```bash
# Title slide background
python scripts/generate_image.py "Abstract blue and white background with subtle molecular patterns, professional presentation style" --output slides/background.png

# Poster hero image
python scripts/generate_image.py "Laboratory setting with modern equipment, photorealistic, well-lit" --output poster/hero.png
```

### For General Visual Content
```bash
# Website or documentation images
python scripts/generate_image.py "Professional team collaboration around a digital whiteboard, modern office" --output docs/team_collaboration.png

# Marketing materials
python scripts/generate_image.py "Futuristic AI brain concept with glowing neural networks" --output marketing/ai_concept.png
```

## Error Handling

The script provides clear error messages for:
- Missing API key (with setup instructions)
- API errors (with status codes)
- Unexpected response formats
- Missing dependencies (requests library)

If the script fails, read the error message and address the issue before retrying.

## Critical Prompt Requirements

**IMPORTANT: No Meta Instructions in Output**

When generating prompts for the AI image generation models, ensure the generated image does NOT contain any visible text showing:
- The prompt or instructions that were given to generate it
- System instructions or AI-related metadata
- Any "meta" text describing how the image was created
- Watermarks or labels indicating AI generation
- Layout descriptions (e.g., "left panel", "right panel", "center panel")
- Font specifications or typography instructions
- Color scheme descriptions or palette information

The image should only contain the requested visual content. Always include this instr
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