text-to-image-prompt-optimizer
SKILL.md
AI Image Prompt Optimizer
Generate professional, optimized prompts for AI image generation tools with primary support for Google Gemini (Nano Banana), plus Midjourney, Stable Diffusion, DALL-E, Leonardo.ai, and others.
Core Workflow
When a user requests prompt generation or optimization:
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Understand the intent
- Identify the core subject and desired outcome
- Ask clarifying questions ONLY if the request is extremely vague
- Default to reasonable assumptions rather than over-questioning
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Generate comprehensive prompts
- Primary format: Google Gemini (Nano Banana) - Use conversational, natural language with photographic/cinematic terminology
- Provide multiple variations (2-3) with different styles or approaches
- Include both English (primary) and Chinese translations
- For Gemini: Use clear, descriptive sentences rather than keyword lists
- For other platforms: Structure using formula
[Subject] + [Environment] + [Style] + [Lighting] + [Composition] + [Quality]