LayerCraft is an automated framework that enhances text-to-image generation with CoT reasoning and layered object integration.It leverages large language models (LLMs) as autonomous agents for structured procedural generation.LayerCraft enables customization of objects within an image and supports narrative-driven creation with minimal effort.The framework democratizes creative image creation by providing non-experts with intuitive, precise control over T2I generation.