I copy my workitemHandler classes to JBOSS_HOME\server\default\deploy\jbpm-gwt-console-server.war\WEB-INF\classes\{packageName}, and then edit the CustomWorkItemHandlers.conf in META-INF like
"Task1": new packageName.class1(),
...
After that, restart the jBPM and it works.