diff --git a/wiki-tools/linkifyurls.sh b/wiki-tools/linkifyurls.sh
index f4ed1d31..b62b1b20 100644
--- a/wiki-tools/linkifyurls.sh
+++ b/wiki-tools/linkifyurls.sh
@@ -1,4 +1,11 @@
 #!/usr/bin/env bash
+##################################################################################################
+#                                         linkifyurls.sh                                         #
+#                                           01/24/2022                                           #
+#                                   Written By David Holdeman                                    #
+#          Searches for URLs in a Github Wiki repo, and turns them into markdown links.          #
+##################################################################################################
+
 # These two functions are used to escape variables for use in a sed command
 # Passed a single string
 escape() {
@@ -13,29 +20,43 @@ export -f escapeReplace
 # Main processing function
 # Passed the path to a .md file
 searchfile() {
+  # This loops for every link in the file.
+  # See the end of the function for the grep that finds the links in the file.
+  # We use file descriptor 3, because if we used stdin, the read calls inside this loop would read from that instead of
+  #  reading the user's input.
   while IFS= read -r -u 3 link; do
+    # Get the line the link was in
     LINE=$(grep "$link" "$1")
+    # If the line is different than the link, print it so the user can see the context of the link.
     if [ "$LINE" != "$link" ]; then
       echo "$LINE"
     fi
+    # Print the link and prompt for a title
     echo $link
     read -p "Enter a title or leave empty or [n:skip|e:edit]: " TITLE
+    # Do nothing if the user entered 'n'
     if [ "$TITLE" == "n" ]; then
       echo
       continue
     fi
+    # Open the file in an editor if the user entered 'e'
     if [ "$TITLE" == "e" ]; then
       $EDITOR "$1"
       echo
       continue
     fi
+    # Set the title to the URL if the user didn't enter anything
     if [ $(echo -n "$TITLE" | wc -c) -lt 1 ]; then
       TITLE="$link"
     fi
+    # Build a markdown-style link
     REPLACE=$(escape "$link")
     REPLACEWITH=$(escapeReplace '['"$TITLE"']''('"$link"')')
+    # Replace the old URL with the new link in the file
     sed -i "s/$REPLACE/$REPLACEWITH/" "$1"
     echo
+  # This regex finds URLs in the file that is passed to searchfile
+  # Results are fed to file descriptor 3 for the reasons previously explained.
   done 3< <(grep -oP '((?<![\(\[])http[s]?:\/\/[^\s]*)' "$1")
 }
 export -f searchfile