A method for knowledge capture of exploration and production (E&P) tool sessions, including performing, using an E&P tool configured on a computer system, a first E&P tool session based on a subterranean formation field data set, recording a video capture of a plurality of scenes generated by the E&P tool and displayed during the first E&P tool session, capturing a description associated with a first scene of the plurality of scenes, wherein the first scene is assigned a time stamp corresponding to a specific point in time of a time line of the video capture, tagging the description with the time stamp included in a log of the video capture, and storing the video capture and the log of the video capture, wherein the description is synchronized with the specific point in time of the first scene based on the time stamp.