How to convert tag prompts into clean natural-language prompts for Krea 2 with LLM skills doc

Update 2026.10.26 - see the github. https://github.com/JDJoe/Krea2PromptConverter

Update: I added a smaller compact version you can probably use with your local models.
Just copy paste the text and you are good to go.

https://github.com/JDJoe/Krea2PromptConverter/blob/main/krea2-prompt-converter-compact.md

Krea 2 Prompt Converter

A short skill document that turns legacy Stable Diffusion / Pony / Illustrious tag prompts into clean natural-language prompts that Krea 2 actually follows.

Why use it
Krea 2 ignores quality tags, score tags, and weight syntax. Those prompts waste the useful budget (512) and often produce weaker results. This converter strips the noise while preserving the original visual intent.

How to use it
Paste the document as a system prompt (or skill) for any LLM, then give it a legacy prompt. It returns a single ready-to-paste Krea 2 prompt. No explanations, no alternatives.

Source: GitHub https://github.com/JDJoe/Krea2PromptConverter
Your ideas for refinements are welcome.