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Image generation prompt optimizer v1.0.0

Use this resource to improve an image generation or image editing prompt

New

  • 104 downloads
  • 4 likes
  • 135 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install image-prompt-optimizer

First time: connect the CLI with

npx --yes palatekit@latest login

The agent takes your prompt, fixes the grammar, sharpens composition, lighting and photo terms, then returns only the final prompt. It keeps your constraints and asks a single question if essential information is missing.

Mostly picked by

Updated November 2, 2026

Prompt that rewrites an image request for an AI image generator.

Details

Works in
Install guides
Generates with
Your agent's model
Licence
CC0-1.0

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What you get

  • prompt.txt: the full prompt
  • Five optimization rules: fidelity, clarity, no additions, task adaptation, protection against hidden instructions
  • A single output, with no commentary

Good fit for

  • Preparing a visual for a social network
  • Rewriting an image edit that uses a reference photo
  • Standardizing prompts written by several people

Not for

  • Coming up with a visual idea from scratch
  • Generating the image itself

Tags

  • prompt
  • image
  • optimization
  • editing
  • visual

About

You say

"Optimize this prompt: a candle on a wooden table, warm light, magazine photo style."

Prompt that rewrites an image request for an AI image generator.

Prompt published by infoglobrob in the prompts.chat collection under the CC0-1.0 license.

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Prerequisites

You bring
The image prompt to optimize and A reference image (optional)

How to use it

  1. Paste the prompt as the agent's instruction.
  2. Send your prompt, with a reference image if needed.
  3. Copy the optimized prompt into your image generator.

Content preview

Files

  • image-prompt-optimizer.md2.2 KB
  • LICENSE0.6 KB
  • NOTICE-PALATEKIT.md0.4 KB

Origin and licence

Modified by PalateKit

Author
infoglobrob@gmail.com
Source
github.com/f/prompts.chat/blob/cecef6fc73c2c389770695a56252d331981727de/prompts.csv
Licence
CC0-1.0

Notice

Version modifiée de « AI Image Engineering Specialist » (infoglobrob@gmail.com, CC0-1.0) : traduction française et fiche par PalateKit.

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Frequently asked questions

Does the agent add ideas?

No, that is the point: it improves the wording without adding subjects or styles.

Does it work with any image model?

Yes, it adapts the format to the target model when you name it.