Hi,
rosbags can increase in size pretty fast indeed. I don't know the topics you want to record, but here is an example:
rosbag record /tf /tf_static /scan /velodyne_points /camera/rgb/image_rect_color /camera/rgb/camera_info /camera/depth_registered/image_raw
To save some space when recording, it is also possible to save compressed images:
rosbag record /tf /tf_static /scan /velodyne_points /camera/rgb/image_rect_color/compressed /camera/rgb/camera_info /camera/depth_registered/image_raw/compressedDepth
cheers,
Mathieu