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My name is Billy.
You are most likely correct. If I came to service this unit, with that description...the very first thing I would do i replace the capacitor.
The lights dimming...failure to start etc is a sign of a weak capacitor.
If it is NOT the capacitor...then it is likely a compressor, which means I would invest in a new unit.