ref-image-compliance-prompt-master

Rewrite AI image prompts with professional terminology to pass safety filters.

Updated May 25, 2026
One-click install
npx skills add https://github.com/fuyucn/skills --skill ref-image-compliance-prompt-master
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ref-image-compliance-prompt-master
Source: https://github.com/fuyucn/skills/tree/main/ref-image-compliance-prompt-master
Command: npx skills add https://github.com/fuyucn/skills --skill ref-image-compliance-prompt-master

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill solves the frustration of having AI image generation prompts rejected by safety filters due to sensitive keywords or misinterpreted intent, ensuring your creative vision passes review without sacrificing quality.

Core Features & Use Cases

  • Safety-First Rewriting: Automatically replaces high-risk trigger words with professional, aesthetic, and platform-safe terminology.
  • Style Anchoring: Uses professional art and photography terminology to guide the AI toward high-quality, artistic outputs rather than triggering negative safety constraints.
  • Use Case: If your prompt for a romantic scene is being blocked, this Skill will rewrite it using classical art and cinematic terminology, preserving the emotional depth while removing the specific words that trigger safety rejections.

Quick Start

Use the ref-image-compliance-prompt-master skill to rewrite my rejected prompt for a romantic portrait into a safe and high-quality version.

Frequently Asked Questions about ref-image-compliance-prompt-master

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

FAQPage Schema
How do I stop AI image generation prompts from being rejected by safety filters?

To stop AI image generation prompts from being rejected, rewrite them by replacing high-risk trigger words with professional aesthetic and artistic terminology. This approach ensures your visual intent passes safety filters without sacrificing creative quality.

Why does my prompt for a romantic scene trigger a safety rejection?

Your prompt for a romantic scene triggers a safety rejection because specific sensitive keywords are misinterpreted by the filter. Replacing these terms with classical art and cinematic terminology preserves the emotional depth while removing false-positive triggers.

How do I rewrite a blocked image prompt into a safe version?

To rewrite a blocked image prompt into a safe version, apply positive style anchoring using professional art and photography vocabulary. This substitutes sensitive thematic content with aesthetic terminology, maintaining the original character reference while reducing false-positive rejections.

Can I use professional art terminology to bypass AI image safety constraints?

You can use professional art terminology to satisfy AI image safety constraints by anchoring the prompt in aesthetic language. This technique guides the AI toward high-quality artistic outputs rather than triggering negative safety blocks, ensuring compliant image generation.

What are the limitations of using prompt substitution for image generation compliance?

The limitation of using prompt substitution for image generation compliance is that it relies on positive style anchoring and vocabulary replacement to avoid false-positive rejections. It requires careful selection of professional terminology to maintain visual intent while navigating sensitive thematic content.