diff --git a/charts/_templates.gotmpl b/charts/_templates.gotmpl
new file mode 100644
index 000000000..e791a6d19
--- /dev/null
+++ b/charts/_templates.gotmpl
@@ -0,0 +1,30 @@
+{{- define "extra.usage" -}}
+[KWOK](https://kwok.sigs.k8s.io/) - Simulates thousands of Nodes and Clusters.
+
+## Installing the Chart
+
+Before you can install the chart you will need to add the `kwok` repo to [Helm](https://helm.sh/).
+
+```shell
+helm repo add kwok https://kwok.sigs.k8s.io/charts/
+```
+
+After you've installed the repo you can install the chart.
+
+```shell
+helm upgrade --namespace kube-system --install kwok kwok/kwok
+```
+
+Set up default stage policy (required)
+> NOTE: This configures the pod/node emulation behavior, if not it will do nothing.
+
+```shell
+helm upgrade --install kwok kwok/stage-fast
+```
+
+Set up default metrics usage policy (optional)
+
+```shell
+helm upgrade --install kwok kwok/metrics-usage
+```
+{{- end -}}
diff --git a/charts/kwok/README.md b/charts/kwok/README.md
index 3c8b30007..2e136aeff 100644
--- a/charts/kwok/README.md
+++ b/charts/kwok/README.md
@@ -1,6 +1,6 @@
 # KWOK (Kubernetes WithOut Kubelet)
 
-[KWOK](https://github.com/kubernetes-sigs/kwok/) - Simulates thousands of Nodes and Clusters.
+[KWOK](https://kwok.sigs.k8s.io/) - Simulates thousands of Nodes and Clusters.
 
 ## Installing the Chart
 
@@ -23,16 +23,27 @@ Set up default stage policy (required)
 helm upgrade --install kwok kwok/stage-fast
 ```
 
+Set up default metrics usage policy (optional)
+
+```shell
+helm upgrade --install kwok kwok/metrics-usage
+```
+
 ## Configuration
 
 The following table lists the configurable parameters of the kwok chart and their default values.
 
-| Parameter          | Description                                                                  | Default                     |
-|--------------------|------------------------------------------------------------------------------|-----------------------------|
-| `image.repository` | Image repository.                                                            | `registry.k8s.io/kwok/kwok` |
-| `image.tag`        | Image tag, will override the default tag derived from the chart app version. | `[chart appVersion]`        |
-| `image.pullPolicy` | Image pull policy.                                                           | `IfNotPresent`              |
-| `imagePullSecrets` | Image pull secrets.                                                          | `[]`                        |
-| `nameOverride`     | Override the `name` of the chart.                                            | `""`                        |
-| `fullnameOverride` | Override the `fullname` of the chart.                                        | `""`                        |
-| `replicas`         | The replica count for Deployment.                                            | `1`                         |
+| Key | Type | Default | Description |
+|-----|------|---------|-------------|
+| affinity | object | `{}` |  |
+| fullnameOverride | string | `"kwok-controller"` | Override the `fullname` of the chart. |
+| image.pullPolicy | string | `"IfNotPresent"` | Image pull policy. |
+| image.repository | string | `"registry.k8s.io/kwok/kwok"` | Image repository. |
+| image.tag | string | `""` | Overrides the image tag whose default is {{ .Chart.AppVersion }}. |
+| imagePullSecrets | list | `[]` | Image pull secrets. |
+| nameOverride | string | `""` | Override the `name` of the chart. |
+| nodeSelector | object | `{}` |  |
+| podSecurityContext | object | `{}` |  |
+| replicas | int | `1` | The replica count for Deployment. |
+| resources | object | `{}` |  |
+| securityContext | object | `{}` |  |
diff --git a/charts/kwok/README.md.gotmpl b/charts/kwok/README.md.gotmpl
new file mode 100644
index 000000000..4b66504e3
--- /dev/null
+++ b/charts/kwok/README.md.gotmpl
@@ -0,0 +1,9 @@
+# {{ template "chart.description" . }}
+
+{{ template "extra.usage" . }}
+
+## Configuration
+
+The following table lists the configurable parameters of the kwok chart and their default values.
+
+{{ template "chart.valuesTable" . }}
diff --git a/charts/kwok/values.yaml b/charts/kwok/values.yaml
index 70211e318..6b6cefddb 100644
--- a/charts/kwok/values.yaml
+++ b/charts/kwok/values.yaml
@@ -1,12 +1,18 @@
 image:
+  # -- Image pull policy.
   pullPolicy: IfNotPresent
+  # -- Image repository.
   repository: registry.k8s.io/kwok/kwok
-  # Overrides the image tag whose default is v{{ .Chart.AppVersion }}
+  # -- Overrides the image tag whose default is {{ .Chart.AppVersion }}.
   tag: ""
 
+# -- Image pull secrets.
 imagePullSecrets: []
 
+# -- Override the `name` of the chart.
 nameOverride: ""
+
+# -- Override the `fullname` of the chart.
 fullnameOverride: "kwok-controller"
 
 podSecurityContext: {}
@@ -16,4 +22,5 @@ nodeSelector: {}
 resources: {}
 affinity: {}
 
+# -- The replica count for Deployment.
 replicas: 1
diff --git a/charts/metrics-usage/README.md b/charts/metrics-usage/README.md
index f0f10f0c3..1b275763b 100644
--- a/charts/metrics-usage/README.md
+++ b/charts/metrics-usage/README.md
@@ -1,6 +1,6 @@
-# Default metrics usage of KWOK (Kubernetes WithOut Kubelet)
+# Default metrics usage policy of KWOK (Kubernetes WithOut Kubelet)
 
-[KWOK](https://github.com/kubernetes-sigs/kwok/) - Simulates thousands of Nodes and Clusters.
+[KWOK](https://kwok.sigs.k8s.io/) - Simulates thousands of Nodes and Clusters.
 
 ## Installing the Chart
 
@@ -22,3 +22,9 @@ Set up default stage policy (required)
 ```shell
 helm upgrade --install kwok kwok/stage-fast
 ```
+
+Set up default metrics usage policy (optional)
+
+```shell
+helm upgrade --install kwok kwok/metrics-usage
+```
diff --git a/charts/metrics-usage/README.md.gotmpl b/charts/metrics-usage/README.md.gotmpl
new file mode 100644
index 000000000..60539165f
--- /dev/null
+++ b/charts/metrics-usage/README.md.gotmpl
@@ -0,0 +1,3 @@
+# {{ template "chart.description" . }}
+
+{{ template "extra.usage" . }}
diff --git a/charts/stage-fast/README.md b/charts/stage-fast/README.md
index 6721f7922..e29c6f4e7 100644
--- a/charts/stage-fast/README.md
+++ b/charts/stage-fast/README.md
@@ -1,6 +1,6 @@
 # Default stage policy of KWOK (Kubernetes WithOut Kubelet)
 
-[KWOK](https://github.com/kubernetes-sigs/kwok/) - Simulates thousands of Nodes and Clusters.
+[KWOK](https://kwok.sigs.k8s.io/) - Simulates thousands of Nodes and Clusters.
 
 ## Installing the Chart
 
@@ -22,3 +22,9 @@ Set up default stage policy (required)
 ```shell
 helm upgrade --install kwok kwok/stage-fast
 ```
+
+Set up default metrics usage policy (optional)
+
+```shell
+helm upgrade --install kwok kwok/metrics-usage
+```
diff --git a/charts/stage-fast/README.md.gotmpl b/charts/stage-fast/README.md.gotmpl
new file mode 100644
index 000000000..60539165f
--- /dev/null
+++ b/charts/stage-fast/README.md.gotmpl
@@ -0,0 +1,3 @@
+# {{ template "chart.description" . }}
+
+{{ template "extra.usage" . }}
diff --git a/hack/update-helm-charts.sh b/hack/update-helm-charts.sh
index 9f537a487..3c7479af5 100755
--- a/hack/update-helm-charts.sh
+++ b/hack/update-helm-charts.sh
@@ -52,6 +52,15 @@ function sync_to_chart() {
   cp "${src}" "${dest}"
 }
 
+function update_readme() {
+  local chart=$1
+  go run github.com/norwoodj/helm-docs/cmd/helm-docs@v1.13.1 \
+    -c charts/ \
+    -t ./_templates.gotmpl \
+    -t README.md.gotmpl \
+    -g "charts/${chart}"
+}
+
 function sync() {
   sync_object_to_chart kustomize/rbac/role.yaml charts/kwok/templates/role.yaml
   sync_object_to_chart kustomize/rbac/role_binding.yaml charts/kwok/templates/role_binding.yaml
@@ -66,6 +75,10 @@ function sync() {
 
   sync_stage_to_chart kustomize/metrics/resource/metrics-resource.yaml charts/metrics-usage/templates/metrics-resource.yaml
   sync_stage_to_chart kustomize/metrics/usage/usage-from-annotation.yaml charts/metrics-usage/templates/usage-from-annotation.yaml
+
+  update_readme kwok
+  update_readme stage-fast
+  update_readme metrics-usage
 }
 
 cd "${ROOT_DIR}" && sync