diff --git a/.github/workflows/docker.yml b/.github/workflows/docker.yml
index 24f297a0..a80f88ef 100644
--- a/.github/workflows/docker.yml
+++ b/.github/workflows/docker.yml
@@ -69,6 +69,7 @@ jobs:
         uses: docker/build-push-action@v5
         with:
           context: .
+          file: dragonfly-client/Dockerfile
           platforms: linux/amd64,linux/arm64
           labels: |-
             org.opencontainers.image.source=https://github.com/${{ github.repository }}
@@ -83,6 +84,25 @@ jobs:
           cache-from: type=local,src=/tmp/.buildx-cache
           cache-to: type=local,dest=/tmp/.buildx-cache-new
 
+      - name: Push Dfinit to Registry
+        uses: docker/build-push-action@v5
+        with:
+          context: .
+          file: dragonfly-client-init/Dockerfile
+          platforms: linux/amd64,linux/arm64
+          labels: |-
+            org.opencontainers.image.source=https://github.com/${{ github.repository }}
+            org.opencontainers.image.revision=${{ github.sha }}
+          build-args: |
+            GITVERSION=git-${{ steps.vars.outputs.git_revision }}
+            VERSION=${{ steps.get_version.outputs.VERSION }}
+          tags: |
+            dragonflyoss/dfinit:${{ steps.get_version.outputs.VERSION }}
+            ghcr.io/${{ env.IMAGE_REPOSITORY }}/dfinit:${{ steps.get_version.outputs.VERSION }}
+          push: true
+          cache-from: type=local,src=/tmp/.buildx-cache
+          cache-to: type=local,dest=/tmp/.buildx-cache-new
+
       - name: Move cache
         run: |
           rm -rf /tmp/.buildx-cache
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index f3b01f4f..3b296b2d 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -87,6 +87,15 @@ jobs:
           tar -czf "$dirname.tar.gz" "$dirname"
           echo "DFSTORE_ASSET=$dirname.tar.gz" >> $GITHUB_ENV
 
+      - name: Build archive dfinit
+        shell: bash
+        run: |
+          binary_name="dfinit"
+          dirname="$binary_name-${{ env.VERSION }}-${{ matrix.target }}"
+          mv "target/${{ matrix.target }}/release/$binary_name" "$dirname"
+          tar -czf "$dirname.tar.gz" "$dirname"
+          echo "DFSTORE_ASSET=$dirname.tar.gz" >> $GITHUB_ENV
+
       - name: Release
         uses: softprops/action-gh-release@v2
         with:
diff --git a/Cargo.lock b/Cargo.lock
index 97ed8cdd..e29ac7af 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -601,7 +601,7 @@ dependencies = [
 
 [[package]]
 name = "dragonfly-client"
-version = "0.1.22"
+version = "0.1.23"
 dependencies = [
  "anyhow",
  "bytes",
@@ -660,7 +660,7 @@ dependencies = [
 
 [[package]]
 name = "dragonfly-client-backend"
-version = "0.1.22"
+version = "0.1.23"
 dependencies = [
  "dragonfly-client-core",
  "futures",
@@ -673,7 +673,7 @@ dependencies = [
 
 [[package]]
 name = "dragonfly-client-config"
-version = "0.1.22"
+version = "0.1.23"
 dependencies = [
  "dragonfly-client-core",
  "home",
@@ -691,7 +691,7 @@ dependencies = [
 
 [[package]]
 name = "dragonfly-client-core"
-version = "0.1.22"
+version = "0.1.23"
 dependencies = [
  "headers 0.4.0",
  "http 1.1.0",
@@ -713,9 +713,17 @@ dependencies = [
  "warp",
 ]
 
+[[package]]
+name = "dragonfly-client-init"
+version = "0.1.23"
+dependencies = [
+ "clap",
+ "dragonfly-client-config",
+]
+
 [[package]]
 name = "dragonfly-client-storage"
-version = "0.1.22"
+version = "0.1.23"
 dependencies = [
  "base16ct",
  "chrono",
@@ -737,7 +745,7 @@ dependencies = [
 
 [[package]]
 name = "dragonfly-client-util"
-version = "0.1.22"
+version = "0.1.23"
 dependencies = [
  "dragonfly-api",
  "dragonfly-client-core",
diff --git a/Cargo.toml b/Cargo.toml
index 08d71ef7..9bbdb16b 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -1,9 +1,9 @@
 [workspace]
 resolver = "2"
-members = ["dragonfly-client", "dragonfly-client-backend","dragonfly-client-config","dragonfly-client-core", "dragonfly-client-storage", "dragonfly-client-util"]
+members = ["dragonfly-client", "dragonfly-client-backend","dragonfly-client-config","dragonfly-client-core", "dragonfly-client-init", "dragonfly-client-storage", "dragonfly-client-util"]
 
 [workspace.package]
-version = "0.1.22"
+version = "0.1.23"
 authors = ["The Dragonfly Developers"]
 homepage = "https://d7y.io/"
 repository = "https://github.com/dragonflyoss/client.git"
@@ -13,11 +13,12 @@ readme = "README.md"
 edition = "2021"
 
 [workspace.dependencies]
-dragonfly-client-core = { path = "dragonfly-client-core", version = "0.1.22" }
-dragonfly-client-config = { path = "dragonfly-client-config", version = "0.1.22" }
-dragonfly-client-storage = { path = "dragonfly-client-storage", version = "0.1.22" }
-dragonfly-client-backend = { path = "dragonfly-client-backend", version = "0.1.22" }
-dragonfly-client-util = { path = "dragonfly-client-util", version = "0.1.21" }
+dragonfly-client-core = { path = "dragonfly-client-core", version = "0.1.23" }
+dragonfly-client-config = { path = "dragonfly-client-config", version = "0.1.23" }
+dragonfly-client-storage = { path = "dragonfly-client-storage", version = "0.1.23" }
+dragonfly-client-backend = { path = "dragonfly-client-backend", version = "0.1.23" }
+dragonfly-client-util = { path = "dragonfly-client-util", version = "0.1.23" }
+dragonfly-client-init = { path = "dragonfly-client-init", version = "0.1.23" }
 thiserror = "1.0"
 dragonfly-api = "2.0.106"
 reqwest = { version = "0.11.25", features = ["stream", "native-tls", "rustls-tls"] }
@@ -51,6 +52,7 @@ humantime = "2.1.0"
 prost-wkt-types = "0.4"
 chrono = { version = "0.4.34", features = ["serde"] }
 openssl = { version = "0.10", features = ["vendored"] }
+clap = { version = "4.5.1", features = [ "derive" ] }
 
 [profile.bench]
 debug = true
diff --git a/dragonfly-client-config/src/dfdaemon.rs b/dragonfly-client-config/src/dfdaemon.rs
index c4e4ac82..f7f4011a 100644
--- a/dragonfly-client-config/src/dfdaemon.rs
+++ b/dragonfly-client-config/src/dfdaemon.rs
@@ -13,6 +13,7 @@
  * See the License for the specific language governing permissions and
  * limitations under the License.
  */
+
 use dragonfly_client_core::Result;
 use local_ip_address::{local_ip, local_ipv6};
 use regex::Regex;
diff --git a/dragonfly-client-config/src/dfinit.rs b/dragonfly-client-config/src/dfinit.rs
new file mode 100644
index 00000000..90957179
--- /dev/null
+++ b/dragonfly-client-config/src/dfinit.rs
@@ -0,0 +1,31 @@
+/*
+ *     Copyright 2024 The Dragonfly Authors
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+use std::path::PathBuf;
+
+// NAME is the name of dfinit.
+pub const NAME: &str = "dfinit";
+
+// default_dfinit_config_path is the default config path for dfinit.
+#[inline]
+pub fn default_dfinit_config_path() -> PathBuf {
+    super::default_config_dir().join("dfinit.yaml")
+}
+
+// default_dfinit_log_dir is the default log directory for dfinit.
+pub fn default_dfinit_log_dir() -> PathBuf {
+    super::default_log_dir().join(NAME)
+}
diff --git a/dragonfly-client-config/src/lib.rs b/dragonfly-client-config/src/lib.rs
index 139397bd..5c976885 100644
--- a/dragonfly-client-config/src/lib.rs
+++ b/dragonfly-client-config/src/lib.rs
@@ -18,6 +18,7 @@ use std::path::PathBuf;
 
 pub mod dfdaemon;
 pub mod dfget;
+pub mod dfinit;
 pub mod dfstore;
 
 // SERVICE_NAME is the name of the service.
diff --git a/dragonfly-client-init/Cargo.toml b/dragonfly-client-init/Cargo.toml
new file mode 100644
index 00000000..a4b6c73e
--- /dev/null
+++ b/dragonfly-client-init/Cargo.toml
@@ -0,0 +1,19 @@
+[package]
+name = "dragonfly-client-init"
+description = "Initialize runtime environment of the dfdaemon"
+version.workspace = true
+authors.workspace = true
+homepage.workspace = true
+repository.workspace = true
+keywords.workspace = true
+license.workspace = true
+readme.workspace = true
+edition.workspace = true
+
+[[bin]]
+name = "dfinit"
+path = "src/bin/main.rs"
+
+[dependencies]
+dragonfly-client-config.workspace = true
+clap.workspace = true
diff --git a/dragonfly-client-init/Dockerfile b/dragonfly-client-init/Dockerfile
new file mode 100644
index 00000000..64bf035b
--- /dev/null
+++ b/dragonfly-client-init/Dockerfile
@@ -0,0 +1,21 @@
+FROM rust:1.75.0 as builder
+
+RUN apt-get update && apt-get install -y openssl libclang-dev pkg-config protobuf-compiler
+
+WORKDIR /app/client
+COPY Cargo.toml ./
+COPY Cargo.lock ./
+
+COPY dragonfly-client-init/Cargo.toml ./dragonfly-client-init/Cargo.toml
+COPY dragonfly-client-init/src ./dragonfly-client-init/src
+
+RUN cargo build --release --verbose
+
+FROM debian:bookworm-slim
+
+RUN apt-get update && apt-get install -y --no-install-recommends wget \
+    && rm -rf /var/lib/apt/lists/*
+
+COPY --from=builder /app/client/target/release/dfinit /usr/local/bin/dfinit
+
+ENTRYPOINT ["/usr/local/bin/dfinit"]
diff --git a/dragonfly-client-init/src/bin/main.rs b/dragonfly-client-init/src/bin/main.rs
new file mode 100644
index 00000000..acf972e1
--- /dev/null
+++ b/dragonfly-client-init/src/bin/main.rs
@@ -0,0 +1,46 @@
+/*
+ *     Copyright 2024 The Dragonfly Authors
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+use clap::Parser;
+use dragonfly_client_config::dfinit;
+use std::path::PathBuf;
+
+#[derive(Debug, Parser)]
+#[command(
+    name = dfinit::NAME,
+    author,
+    version,
+    about = "dfinit is a command line for initializing runtime environment of the dfdaemon",
+    long_about = "A command line for initializing runtime environment of the dfdaemon, \
+    For example, if the container's runtime is containerd, then dfinit will modify the mirror configuration of containerd and restart the containerd service. \
+    It also supports to change configuration of the other container's runtime, such as cri-o, docker, etc."
+)]
+struct Args {
+    #[arg(
+        short = 'c',
+        long = "config",
+        default_value_os_t = dfinit::default_dfinit_config_path(),
+        help = "Specify config file to use")
+    ]
+    config: PathBuf,
+}
+
+fn main() {
+    // Parse command line arguments.
+    let args = Args::parse();
+
+    println!("{:?}", args);
+}
diff --git a/dragonfly-client/Cargo.toml b/dragonfly-client/Cargo.toml
index 872e91a4..d1782493 100644
--- a/dragonfly-client/Cargo.toml
+++ b/dragonfly-client/Cargo.toml
@@ -51,7 +51,7 @@ reqwest.workspace = true
 url.workspace = true
 http.workspace = true
 openssl.workspace = true
-clap = { version = "4.5.1", features = [ "derive" ] }
+clap.workspace = true
 tracing-log = "0.1"
 tracing-subscriber = { version = "0.3", features = ["env-filter"] }
 tracing-appender = "0.2.3"
diff --git a/Dockerfile b/dragonfly-client/Dockerfile
similarity index 100%
rename from Dockerfile
rename to dragonfly-client/Dockerfile