What is the accounting treatment of errors happened in previous year (after closing the prior year books)?

If it involves correction of a P&L account/transaction, then adjustment to your RE should be done. But for Balance sheet, then you just need to do the adjusment in the related balance sheet account without affecting RE.

Any errors from previous reporting period must be reported as Prior Period Adjustment booked as adjustment to Retained Earnings.