How really First-time Donor's Super Credit (FDSC) works? Do I have to find old donation receipts from the previous years? Can I just enter the estimated amount?

You will need the actual receipts.  Should CRA do a pre- or post- assessment and you do not have the proper documentation, they will deny the credit.

It means I couldn't claim this amount, I haven't kept the receipts with me :(