I have a shell script here that could be your start point. I did it because I also had some issues with processes exceeding memory limit. Actually it just checks a given limit of CPU usage, but you can easily change to watch memory, or the jobs list for an idle process.
file: pkill.sh
#!/bin/bash
if [ -z "$1" ]
then
maxlimit=99
else
maxlimit=$1
fi
ps axo user,%cpu,pid,vsz,rss,uid,gid --sort %cpu,rss\
| awk -v max=$maxlimit '$6 != 0 && $7 != 0 && $2 > max'\
| awk '{print $3}'\
| while read line;\
do\
ps u --no-headers -p $line;\
echo "$(date) - $(ps u --no-headers -p $line)" >> pkill.log;\
notify-send 'Killing proccess!' $(ps -p $line -o command --no-headers | awk '{print $1}') -u normal -i dialog-warning -t 3000;\
kill $line;\
done;
Simple run it once like: sh ./pkill.sh <limit-cpu>
Or, to keep it running: watch -n 10 sh ./pkill.sh 90
In the case above it will keep running each 10 seconds, killing processes that exceeds 90% of CPU