Graphene frameworks can be directly formed by a rapid decomposition of common solid organic sodium salts, during which the gases simultaneously produced play a crucial role in resisting the inter-graphene stacking behaviour through in situ filling between the growing graphene films. The framework structure endows the graphene with excellent electrode performance.