And to trick them.
Eddie could've smelled a rat before Riley could set up his "accidental" explosion.

maybe, Short Fuse? yes he's a chemistry expert but not a munitions expert, he could have blown himself up

that is the only one I could think of that hasn't been mentioned already

Yes.