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Most robot costume prompts fail in the same way: the model builds a machine instead of a person wearing a costume. The result looks like a game character, not a Halloween photo. The fix is to describe the material, the fit and the human body underneath.
A believable robot costume has three layers. Armor panels sit on the body without replacing it. A visible human face stays readable inside the helmet opening or above the collar. A light source reflects off the metal and separates the panels from the background.
The hosted workflow uses the Image to Image tab and Nano Banana Edit. It takes one photo, keeps the face and pose, and repaints the clothing and scene. The same account can later generate a matching 3D prop.
This recipe keeps the face and builds the costume around it. It also tells the model not to replace the head, which is the most common failure.
Prompt recipe
Armor panels, blue LEDs and a human face. No robot head.
Using the uploaded photo as reference, transform the subject into a futuristic Halloween robot costume portrait. Preserve the subject's recognizable face, skin tone, head proportions and original pose. Create a realistic wearable robot costume featuring metallic-looking armor panels, subtle blue LED accents and articulated shoulder pieces. The outfit should look like a believable costume worn by a real person, not a completely new mechanical character. Use dramatic blue-and-orange cinematic studio lighting and realistic material reflections. Do not replace the subject's face with a robot head. Keep exactly one person. Avoid extra limbs, distorted hands, duplicated body parts, text, logos and watermarks.
The prompt is pre-filled in the generator. Review it and the credit cost before you start.
If the clean studio look feels too polished, a scrapyard version is more forgiving. Imperfect materials hide small anatomy errors and give the image a story.
Prompt recipe
Salvaged panels, warm workshop light and a worn finish.
Use the uploaded photo as the reference. Preserve the subject's face, expression, skin tone, body proportions and pose. Create an original scrapyard robot Halloween costume: mismatched metal panels, visible rivets, a leather harness, a worn work glove on one hand and a small gauge on the chest. The costume should look assembled from salvaged parts and worn by a real person. Add a faint warm workshop light from the left and a cool blue practical from the right. Keep the face fully visible and human. Use photorealistic photography, realistic metal wear and natural skin texture. Avoid replacing the head, extra limbs, duplicated hands, text, logos and watermarks.
The prompt is pre-filled in the generator. Review it and the credit cost before you start.
For 3D, do not start with the whole person. A helmet, a chest plate or a small robot prop is a much better mesh subject. This prompt is for a display prop, not a wearable helmet.
Prompt recipe
A solid display piece with thick walls. Not a wearable helmet.
Create a single stylized robot helmet display prop from the uploaded reference. Keep one centered object with a rounded dome, a narrow visor slot, two side hinge blocks and a simple neck ring. Use a brushed silver metal finish with dark recessed panels and a small blue indicator light. Keep the walls thick and the silhouette compact. Do not include a human head, a body, a background, text, logos or thin floating parts. The result is a display prop, not a certified wearable helmet.
The prompt is pre-filled in the generator. Review it and the credit cost before you start.
The head becomes a machine. Add "keep the face fully visible and human" and "do not replace the head." If it still fails, use a source photo with a larger face.
The armor looks like plastic. Add material and wear: brushed metal, scuffed paint, exposed seams, realistic reflections.
The LEDs bloom. A small number of lights is enough. Ask for subtle accents, not a glowing suit.
The hands become tools. Gloves and gauntlets near the fingers are hard. Keep the hands relaxed and away from the body.
The background is a void. A workshop or a stage gives the light something to reflect.
The image edit costs 80 credits. A 3D model costs 150 credits at 512, 300 at 1024 and 500 at 1536. The generator shows the exact cost before submission, and a failed tracked task returns its reserved credits. See pricing for current packs.
The 3D output is a textured GLB, not a safety-certified helmet. A wearable helmet needs an interior cavity, ventilation, impact testing and a real design review. Use the generated mesh for a display prop or a concept, not for protective equipment.
The costume is the edit; the face is the anchor. Upload a clear portrait, say what to preserve, and check the head before anything else.