When prosecutors indicted Rex Heuermann this month on two additional murders in the Gilgo Beach serial killings on Long Island, they also described a manual he kept as a “planning document.”

Prosecutors say Mr. Heuermann created the document to “methodically blueprint” the selection, killing and disposal of victims, according to a bail application filed with the indictment.