You can check the quill editor contents before submitting the form. The following checks work perfectly fine:

final QuillController _quillController = QuillController.basic();
if (_quillController.document.isEmpty() ||
    _quillController.document.toPlainText().removeAllWhitespace.isBlank!) {
...
}