---
description: Generate a professional Gemini Flash Image prompt from free-form description
argument-hint: <description>
allowed-tools: [Read, Write, Glob, Grep, Bash]
---

Create a professional image generation prompt based on the user description: "$ARGUMENTS"

Follow these steps:

1. **Context Discovery**: Automatically search for and gather relevant context from the project files:
   - Search for any mentioned characters in `/heroes/` directory
   - Look for locations in `/locations/` or `/cities/` directories  
   - Find world information in `/worlds/` directory
   - Identify items in `/items/` directory
   - Check for creatures in `/creatures/` directory
   - Find applicable settings in `/settings/` directory

2. **Entity Analysis**: Parse the description to identify:
   - Characters mentioned (explicit or implied)
   - Locations referenced 
   - Items involved
   - Creatures present
   - Scene context and actions
   - Appropriate style settings to apply

3. **Prompt Generation**: Create a professional prompt following the guidelines in `@docs/prompting-guide.md`:
   - Use narrative descriptions instead of keyword lists
   - Apply appropriate template from the prompting guide based on content type
   - Include world-specific style elements
   - Reference character unique identifying features
   - Integrate linked items and relationships naturally
   - Specify lighting and atmosphere
   - Include technical quality descriptors
   - Maintain visual continuity with established universe

4. **Settings Integration**: Automatically apply appropriate settings based on context:
   - Character clothing based on status, world, and scenario
   - Transportation methods suitable for world and character
   - Environmental styles matching location and world
   - Weapon styles appropriate for character and scenario
   - Magical effects suitable for character abilities

5. **Reference Images**: If the prompt requires reference images, include their file paths in markdown format.

6. **Validation**: Check the generated prompt against best practices:
   - Ensure narrative structure (not keyword lists)
   - Include lighting and atmosphere descriptions
   - Specify technical quality requirements
   - Maintain consistency with established character/location features
   - Follow appropriate template from prompting guide

7. **Output**: Save the final prompt as a markdown file in `/prepared_prompts/` directory with:
   - Timestamp and description in filename
   - Complete prompt ready for Gemini 2.5 Flash Image
   - Applied settings documentation
   - Reference image paths if needed
   - Validation results and suggestions

**Important**: The output must be in English regardless of input language. Follow the exact templates and best practices from `docs/prompting-guide.md` and respect the project framework defined in `CLAUDE.md`.