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image-prompt-master

Replace restricted desire-based keywords with professional aesthetic terminology in AI image prompts.

Updated May 25, 2026
Search Tags:#optimization#image generation#ai#aesthetic#prompt#gpt-image
One-click install
npx skills add https://github.com/fuyucn/skills --skill image-prompt-master
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: image-prompt-master
Source: https://github.com/fuyucn/skills/tree/main/image-prompt-master
Command: npx skills add https://github.com/fuyucn/skills --skill image-prompt-master

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill solves the issue of AI image generation failures and content moderation blocks by replacing prohibited desire-based keywords with professional, aesthetic-driven terminology.

Core Features & Use Cases

  • Prompt Diagnosis: Automatically identifies why a prompt was rejected or failed to generate the desired quality.
  • Aesthetic Refinement: Replaces restricted terms with high-level artistic and commercial photography descriptors.
  • Use Case: If a user wants to generate a high-quality portrait but is blocked by safety filters, this Skill reframes the request using professional lighting, composition, and style anchors to achieve the desired visual result without triggering censorship.

Quick Start

Use the image-prompt-master skill to optimize my prompt for a high-end fashion portrait that was previously rejected by the AI.

Frequently Asked Questions about image-prompt-master

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
Why does my AI image generation prompt get blocked by safety filters?▼

AI image generation prompts get blocked by safety filters when they contain restricted desire-based keywords. Reframing the request using professional aesthetic terminology and artistic style anchors achieves the desired visual result without triggering content moderation.

How do I optimize prompts for high-end aesthetic portrait generation?▼

Optimize prompts for high-end aesthetic portraits by replacing restricted terms with professional lighting, composition, and commercial photography descriptors. This diagnoses prompt rejections and applies artistic style anchoring to achieve high-quality, platform-safe outputs.

Can I use aesthetic refinement to bypass content moderation for fashion photography?▼

Aesthetic refinement achieves safety filter compliance by substituting prohibited desire-based keywords with high-level artistic and commercial photography descriptors. This maintains prompt structural integrity for fashion photography without triggering platform censorship.

What is the best way to fix a rejected GPT image prompt?▼

The best way to fix a rejected GPT image prompt is through prompt diagnosis to identify restricted desire-based keywords. Replacing these with professional aesthetic terminology and artistic style anchoring restores prompt structural integrity and enables successful generation.

Does prompt optimization work for conceptual photography and commercial outputs?▼

Prompt optimization works for conceptual photography and commercial outputs by applying professional aesthetic descriptors and artistic style anchoring. This ensures high-quality, platform-safe image generation tailored for commercial and conceptual visual requirements.

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