Is it legal for a supervisor to mandate one for overtime 1 hour before his 8 hour shift is complete?? Because my supervisor has made me stay over-time pretty much without any notice

Yes, it is legal. Mandatory overtime is legal in all 50 states (with only very rare, industry specific exceptions) and there is no law dictating how much, if any, notice must be given.