another obvious solution, if the lid fits well and is sturdy enough: bricks. or books, something appropriately heavy.

or, like in a rack system: a cupboard where the inside height exactly matches the height of box + lid.

clips and clamps are fine.

but i would worry a bit about the velcro, if it ever comes loose its essentially tape, and very sticky.