Halve the limes and lemons and squeeze out the juice and pips. Tie the pips, and any extra membrane that has come away during squeezing, in a piece of muslin/cheesecloth.
Either by hand or using the shredding attachment of a food processor, thinly slice the lime and lemon peel, with its pith, into shreds.