The disclosed embodiments provide a system that facilitates the development and execution of a software program. During operation, the system provides a mechanism for restricting a variable to a runtime context in the software program. Next, the system identifies the runtime context during execution of the software program. Finally, the system uses the mechanism to prevent incorrect execution of the software program by ensuring that a closure capturing the variable executes within the identified runtime context.