Short cycling began or continued after filter replacement. Points to refrigerant or electrical.
A leak in the refrigerant lines prevents the system from absorbing heat efficiently.
The capacitor provides the electrical 'kick' needed to start the compressor; without it, the motor won't turn.
If the thermostat fails to sense the correct temperature, it won't signal the HVAC to run.