I found the prior answers and comments to be needlessly incomplete and/or confusing. The minimum that I needed to do was:
~/.config/fish/config.fish
. This file can optionally be a softlink.alias myalias echo foo bar
.fish
. To confirm the definition, try type myalias
. Try the alias.