- Separate style, composition, and content.
- Use references without copying brands, people, or third-party material.
- Document LoRA adapters and editing changes.
Visual brief before generating
{
"objetivo": "explain hybrid search in RAG",
"formato": "16:9 for lesson cover",
"estilo": "clear editorial, technical, without exaggerated futuristic aesthetic",
"elementos_obligatorios": ["documents", "vector index", "permissions filter"],
"elementos_prohibidos": ["real logos", "recognizable faces", "private text"],
"paleta": ["petrol blue", "soft orange", "light gray"],
"lectura": "left to right"
}Control tools
- Fixed seed: compare changes without shifting everything at once.
- Composition reference: maintains framing and layout.
- Inpainting: fixes specific areas without redoing the entire image.
- LoRA: maintains a recurring style or visual domain.
- Upscale: improves final output after content is approved.
Edit log
Consistency across lessons
If you are creating a series of capsules for Aulafy, do not design every image from scratch. Define a small visual bible: palette, framing, detail level, allowed icons, text treatment, and approved examples.
visual_system:
format: "16:9 cover + 1:1 social"
palette: ["#0f766e", "#f59e0b", "#111827", "#f8fafc"]
style: "technical editorial, clean, without excessive futurism"
text_in_image: "minimal or none"
forbidden:
- "real faces"
- "logos without permission"
- "interfaces that look like real products"
control:
base_seed: 4207
style_lora: "optional, weight <= 0.6"imagen: rag-hibrido-portada.png
modelo_base: FLUX.1-schnell
lora:
nombre: estilo-editorial-aulafy
peso: 0.55
referencias:
composicion: boceto-propio-001.png
ediciones:
- zona: "illegible text"
tecnica: "inpainting"
- zona: "document icon"
tecnica: "partial regeneration"
aprobado_para: "free course"