Yep, I'm using fish glue and yes, it stays liquid at room temperature.  That's the main reason I use it.  Hide glue will "gel" at room temperature, so if you want to use a squeeze bottle, you've got to keep the squeeze bottle in hot water between uses.  When not in use, you can store the liquid glue in the frig for several weeks.