Several capacitors are shown, there are many ways to think of a capacitor.
A capacitor is an open circuit to DC.
A capacitor is a short to AC (if the frequency is high enough.)
A capacitor placed across a varying signal smooths out the higher frequencies.
A capacitor placed in series with a varying signal removes the lower frequencies.