diff --git a/tools/bash/README.md b/tools/bash/README.md
index df4145125..5b7ed897c 100644
--- a/tools/bash/README.md
+++ b/tools/bash/README.md
@@ -1,4 +1,5 @@
 # Bash Scripts
+Useful for running distributed per-node scripts on e.g. Kubernetes 
 
 * `kill.sh` kills all python processes
 * `killall.sh` uses pdsh to kill all `train.py` processes on the nodes listed in `/job/hosts/`