diff --git a/plugins/kjob.yaml b/plugins/kjob.yaml
index 0e6493a4615..c0c6758840f 100644
--- a/plugins/kjob.yaml
+++ b/plugins/kjob.yaml
@@ -7,12 +7,10 @@ spec:
   shortDescription: Run AI/ML jobs based on the pre-defined templates
   homepage: https://github.com/kubernetes-sigs/kjob/
   description: |
-    This kubectl plugin allows ML researchers to run templated Jobs 
-    with different values for the application-specific parameters, without the need to edit and submit 
-    entire YAML files. The tool comes with built-in support for running slurm scripts inside a Kubernetes 
-    cluster.
-    
-    See the documentation for more information: https://github.com/kubernetes-sigs/kjob/blob/main/docs/_index.md.
+    This kubectl plugin allows ML researchers to run templated Jobs with different values 
+    for the application-specific parameters, without the need to edit and submit entire 
+    YAML files. The tool comes with built-in support for running slurm scripts inside 
+    a Kubernetes cluster.
   platforms:
   - selector:
       matchLabels: