Topic added Jan 19, 2026
ai image generation prompt list: prompt formula and examples
For “ai image generation prompt list”, the prompt should create or edit the image requested by “ai image generation prompt list”. Use observable instructions rather than praise words. The working formula is [subject] + [composition] + [lighting] + [materials] + [camera/lens] + [keep/change constraints]. Generate a short test, inspect the failed criterion, and revise only the corresponding variable.
Example outputs for this workflow
Each page shows one source image and one short sample video so you can quickly check what to expect before running.
Source: openverse_flickr

Five workflows for this question
Quick take
- For “ai image generation prompt list”, the prompt should create or edit the image requested by “ai image generation prompt list”.
- Use the same input to judge message clarity and visual hierarchy.
- Keep the page noindex until locale, intent, factual evidence, uniqueness, and Tool-link checks pass.
Prompt formula
For “ai image generation prompt list”, the prompt should create or edit the image requested by “ai image generation prompt list”. Use observable instructions rather than praise words. The working formula is [subject] + [composition] + [lighting] + [materials] + [camera/lens] + [keep/change constraints]. Generate a short test, inspect the failed criterion, and revise only the corresponding variable.
Formula: [subject] + [composition] + [lighting] + [materials] + [camera/lens] + [keep/change constraints]
Copyable starting prompts
Prompt 1
Create [the requested subject], layered foreground, midground, and background, overcast diffuse daylight, realistic material detail, eye-level 50 mm perspective, and preserve the source palette and proportions.
Use example 1 as a starting structure.
Replace the subject, action, setting, and constraints with the real request.
Prompt 2
Create an editorial variation of [the requested subject] with layered foreground, midground, and background, overcast diffuse daylight, accurate hands and text, and preserve the source palette and proportions.
Use example 2 as a starting structure.
Replace the subject, action, setting, and constraints with the real request.
Prompt 3
Build depth around [the requested subject] using layered foreground, midground, and background; use eye-level 50 mm perspective, coherent shadows, no duplicated objects, and preserve the source palette and proportions.
Use example 3 as a starting structure.
Replace the subject, action, setting, and constraints with the real request.
How to revise a failed prompt
- If the subject changes, strengthen identity/reference constraints.
- If motion or composition is wrong, describe one observable action and one camera instruction.
- If artifacts appear, simplify the scene and reduce simultaneous changes.
What is the first concrete action for “ai image generation prompt list”?
Define the exact creative output and its pass condition, then run the smallest representative test with Image To Prompt.
Why are five tools shown?
They cover different input and transformation paths. Choose by the job and capability, not by an unsupported universal ranking.
What information must not be guessed?
Do not guess current prices, credit limits, availability, release dates, live outages, benchmark scores, or product features.