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v1
A systematic prompt-engineering framework that transforms vague visual ideas into precise, production-ready image generation prompts. Outputs structured PromptFill JSON with bilingual vocabulary, style anchors, and layered composition directives — dramatically improving first-pass quality across Midjourney, DALL·E, and Stable Diffusion.
1. Fill every variable before running — even partial inputs like 'unknown lighting' will degrade output quality; write 'dramatic side lighting' if unsure. 2. Use the 'prompt_alt' field for a second generation run and compare — the structural difference often reveals which compositional choices matter most. 3. Paste the 'vocabulary.ja' list into your own prompt experiments to access Midjourney's Japanese training data, which tends to produce cleaner anime and ukiyo-e results than equivalent English terms.
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