The things you are proposing are fiscally responsible, not conservative.
But yes, anyone that chooses to use that phrase is either an asshole or stupid, but one thing is for sure, they're trying to hide their racism behind it.
I always assumed the conservative in fiscally conservative meant to conserve the status quo, which would be the rich looting and killing us.