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Normally, each time you issue a CLI command, a new token is issued. You can see the calls to Keystone when setting the --debug option.

Alternatively, you can issue a token with openstack token issue and use it with the --os-token option. Conceptually, this is what Horizon does: Obtain a token and use it until it expires.