Midjourney prompt optimizer
A cluttered Midjourney prompt wastes the model’s attention. Repeated words, vague filler, and a buried subject all dilute the result. This optimizer scans your prompt for redundant tokens, low-value filler, and conflicting terms, then hands back a cleaned, reordered version with the most important ideas first.
How it works
The analyzer applies a few well-established Midjourney heuristics:
- Front-loads the subject. Earlier words carry more weight, so core content stays at the front and minor modifiers move toward the end.
- Removes exact duplicate words that crowd the token budget without adding meaning.
- Flags filler (“very”, “beautiful”, “amazing”) that gives the model nothing concrete to render.
- Detects conflicts such as asking for both “minimalist” and “highly detailed” or “daytime” and “night”.
- Preserves parameters like
--ar,--stylize, and--chaos, which always belong at the very end.
Tips for stronger prompts
- Be concrete. Swap “very detailed” for a real lever: a medium (“oil paint”), a lens (“35mm”), or a lighting style (“golden hour rim light”).
- One idea per comma. Short, distinct phrases read more clearly than long run-on descriptions.
- Resolve conflicts on purpose. If you truly want tension between two styles, weight one and demote the other rather than leaving them equal.
- Keep parameters last. Always end with
--ar,--stylize,--chaos, etc.