diff --git a/helm-chart/.helmignore b/helm-chart/.helmignore
new file mode 100644
index 00000000..015ae876
--- /dev/null
+++ b/helm-chart/.helmignore
@@ -0,0 +1 @@
+adapter-cm-generator
\ No newline at end of file
diff --git a/helm-chart/adapter-cm-generator/Dockerfile b/helm-chart/adapter-cm-generator/Dockerfile
new file mode 100644
index 00000000..7c6c802f
--- /dev/null
+++ b/helm-chart/adapter-cm-generator/Dockerfile
@@ -0,0 +1,10 @@
+# 此镜像用于在部署helm chart时动态生成adapter的配置文件
+FROM python:slim
+
+WORKDIR /app
+
+COPY . /app
+
+RUN pip3 install --no-cache-dir -i https://mirrors.ustc.edu.cn/pypi/simple -r requirements.txt
+
+ENTRYPOINT ["python3", "adapter-cm-generator.py"]
diff --git a/helm-chart/files/adapter-cm-generator.py b/helm-chart/adapter-cm-generator/adapter-cm-generator.py
similarity index 100%
rename from helm-chart/files/adapter-cm-generator.py
rename to helm-chart/adapter-cm-generator/adapter-cm-generator.py
diff --git a/helm-chart/adapter-cm-generator/requirements.txt b/helm-chart/adapter-cm-generator/requirements.txt
new file mode 100644
index 00000000..50e16366
--- /dev/null
+++ b/helm-chart/adapter-cm-generator/requirements.txt
@@ -0,0 +1,2 @@
+toml
+kubernetes
\ No newline at end of file
diff --git a/helm-chart/files/adapter-pip-installer.sh b/helm-chart/files/adapter-pip-installer.sh
deleted file mode 100644
index 47564820..00000000
--- a/helm-chart/files/adapter-pip-installer.sh
+++ /dev/null
@@ -1,5 +0,0 @@
-#!/bin/sh
-# 这个脚本的作用是安装必要的python包，为adapter-cm-generator.py脚本做准备
-
-pip3 install -i https://mirrors.ustc.edu.cn/pypi/simple kubernetes toml
-python3 adapter-cm-generator.py
diff --git a/helm-chart/templates/pre-adapter-cm-gen-job.yaml b/helm-chart/templates/pre-adapter-cm-gen-job.yaml
index b6372c22..14bc6154 100644
--- a/helm-chart/templates/pre-adapter-cm-gen-job.yaml
+++ b/helm-chart/templates/pre-adapter-cm-gen-job.yaml
@@ -14,13 +14,9 @@ spec:
       serviceAccountName: {{ .Release.Name }}-maibot-adapter-cm-generator
       restartPolicy: Never
       containers:
-        - name: python
-          image: python:slim
+        - name: adapter-cm-generator
+          image: {{ .Values.adapter.cm_generator.image.repository }}:{{ .Values.adapter.cm_generator.image.tag }}
           workingDir: /app
-          command:
-            - sh
-          args:
-            - adapter-pip-installer.sh
           env:
             - name: PYTHONUNBUFFERED
               value: "1"
@@ -32,21 +28,3 @@ spec:
               value: {{ .Release.Name }}
             - name: DATA_B64
               value: {{ .Values.config.adapter_config | b64enc }}  # 将配置文件编码为base64，从环境变量注入
-          volumeMounts:
-            - mountPath: /app/adapter-pip-installer.sh
-              name: scripts
-              readOnly: true
-              subPath: adapter-pip-installer.sh
-            - mountPath: /app/adapter-cm-generator.py
-              name: scripts
-              readOnly: true
-              subPath: adapter-cm-generator.py
-      volumes:
-        - name: scripts
-          configMap:
-            name: {{ .Release.Name }}-maibot-scripts
-            items:
-              - key: adapter-pip-installer.sh
-                path: adapter-pip-installer.sh
-              - key: adapter-cm-generator.py
-                path: adapter-cm-generator.py
diff --git a/helm-chart/templates/scripts-configmap.yaml b/helm-chart/templates/scripts-configmap.yaml
index 6eb0c4db..aa6fa11f 100644
--- a/helm-chart/templates/scripts-configmap.yaml
+++ b/helm-chart/templates/scripts-configmap.yaml
@@ -4,12 +4,6 @@ metadata:
   name: {{ .Release.Name }}-maibot-scripts
   namespace: {{ .Release.Namespace }}
 data:
-  # pre-install hook
-  adapter-pip-installer.sh: |
-    {{ .Files.Get "files/adapter-pip-installer.sh" | nindent 4 }}
-  adapter-cm-generator.py: |
-    {{ .Files.Get "files/adapter-cm-generator.py" | nindent 4 }}
-
   # core
   volume-linker.sh: |
     {{ .Files.Get "files/volume-linker.sh" | nindent 4 }}
diff --git a/helm-chart/values.yaml b/helm-chart/values.yaml
index 37294391..5f127089 100644
--- a/helm-chart/values.yaml
+++ b/helm-chart/values.yaml
@@ -34,6 +34,15 @@ adapter:
       - ReadWriteOnce
     size: 1Gi
 
+  # adapter的动态生成configmap的Job的配置
+  cm_generator:
+    image:
+      repository: reg.mikumikumi.xyz/maibot/adapter-cm-generator
+      tag: 0.10.0-alpha.0
+      pullPolicy: IfNotPresent
+      pullSecrets: [ ]
+
+
 # 麦麦本体的部署配置
 core: