What specs does the "gros condo" (big capacitor) needs to have?
It is a capacitor use for power supply decoupling. A very 'standard' function where the value is no too critical. (With which I mean that in this case making it too big does not hurt).

The value depends on the quality of your supply. Looking at the size a 10uF should probably suffice.