Social content sites [4], which integrate traditional content sites with social networking features, have recently emerged as an exciting new trend on the Web. Users on those sites share content and form various communities based on explicit friendship, shared interest and common user properties. Recently, we proposed SOCIALSCOPE, a three-layered architecture to address the information management challenges in social content sites. In this paper, we focus on the information discovery and the information presentation layers, and describe how our previously proposed language, JELLY [3], is supported in SOCIALSCOPE to build communitycentric information exploration applications on social content sites.