Stop Blaming the AI for Bad Images: Use This Structure Instead

Stop blaming the AI model for your average images; the real problem is likely a lack of structure in your request.

I used to just type things like “cool cyberpunk city” and hope for the best, but I recently saw a post by a Reddit user that changed my perspective. The expert explains that most prompts fail because we describe a “thing” instead of a “shot.” To solve this, the author created a robust 10-part template that forces the AI to think like a film director rather than a search engine. It turns messy ideas into scenes that look like they belong in a movie.

💡 It Is Not About Magic Words

The creator emphasizes that consistency comes from controlling variables, not finding a secret phrase. By breaking the prompt into specific categories, like lighting, camera angle, and mood, you stop the AI from guessing. The author argues that you need to act like a cinematographer, making deliberate choices about the lens, the lighting setup, and the materials before you even hit generate.

📋 The 10-Part Framework

The original poster breaks the prompt down into distinct sections: Subject, Action, Environment, Mood, Style, Lighting, Camera, Detail, Quality, and Negative Constraints. The author points out that even if you skip the rest, you must include Camera, Lighting, and Negatives. Those three elements alone are responsible for turning a cartoonish generation into something that looks cinematic and professional. You simply copy the list and fill in the blanks for each section.

The “Lock and Loop” Method

I loved this advice on how to edit. The industry pro suggests you shouldn’t change your whole prompt when something goes wrong. First, you “lock” the story (the subject and action), then you “lock” the shot (lighting and camera). If the face is distorted, you only tweak the negative constraints. This prevents the AI from changing the background while you are just trying to fix an eye. It saves so much time and frustration!

🛠️ Specific Fixes for Flat Images

The contributor provided actionable tips for common problems. If your image looks flat or boring, the expert recommends adding “rim light” or “volumetric haze” to the lighting section. If the style feels generic, you should add three specific details a photographer would notice, like “wear on the leather” or “dust motes in the air.” These small additions tell the model exactly how to handle texture and depth to avoid that plastic AI look.

This approach takes the guesswork out of image generation. You have to see the full post to copy the blank template and the huge list of negative constraints the author provided.

💡 FAQ & Troubleshooting

How can I prevent distorted anatomy or extra limbs in my generated images?

To fix anatomy issues, tighten your Negative Constraints section. Explicitly list unwanted elements such as “no extra limbs,” “no extra fingers,” “no fused hands,” and “no distorted anatomy.” You can also simplify the requested pose in the Action section or specify that difficult features are hidden (e.g., “hands in pockets”) to reduce rendering complexity.

I am not a photography expert. How do I choose the right lighting or camera settings?

If you are unsure which technical terms to use, you can ask the AI for advice in a separate chat before generating the image. Describe your desired scene and mood, then ask the AI to recommend the specific “lighting type, camera lens, and composition” that would best suit that narrative. Copy those recommendations into your template.

My complex prompts aren’t working well in a single generation. What is the solution?

A common issue is trying to accomplish too much in a single attempt. Complex results often require an iterative process rather than a “magic phrase.” Start by locking in the story (subject and environment), then iterate block-by-block to refine the shot (camera and lighting) and realism details. You may need 4 to 5 transformations to achieve the final result.

The resulting images look flat or too generic. How do I make them look cinematic?

If an image looks flat, update your Lighting and Color section to include “rim light,” “volumetric haze,” and a “contrast grade.” If the image feels generic, add three specific, small details that a photographer would capture—such as “rain droplets frozen mid-air” or “mud splatter on the truck”—rather than relying on broad descriptions.

Here is the ChatGPT image prompt template you can use to make your AI Images look awesome
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