If you want a fresh cluster each time, I would recommend a brutal kill on all nodes, followed by cleaning up all directories. I've done something similar for an EQC riak_test, for example, as that makes going down much, much faster. 
https://github.com/basho/riak_test/blob/eas-listkeys-eqc/tests/verify_listkeys_eqc.erl#L52