This TI White Paper (SWRA349) deals with coin cells and peak current draw. The upshot of the article is bursts of high current draw reduce coin cell life but not by all that much and a capacitor across the battery mitigates this.
What is a good cap type to use that has reasonably low leakage? Capacitor leakage undoes some of the benefit of protecting the battery from current spikes.