I decided to have another try via the Gemini app using vanilla 2.0 Flash and it's Image 3 integration and it did way better! I didn't make the same mistake of asking for fireballs. But it did manage to refine several times including fixing spelling.
First image
Final edit
Nice work Gemini!
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