diff --git a/.github/workflows/test-job.yaml b/.github/workflows/test-job.yaml
index eab8265c4c2..0120955e7e8 100644
--- a/.github/workflows/test-job.yaml
+++ b/.github/workflows/test-job.yaml
@@ -12,18 +12,6 @@ jobs:
     name: Lint (pre-commit)
     runs-on: ubuntu-22.04
     steps:
-      - name: Install golangci-lint
-        run: |
-          curl -sSfL https://raw.githubusercontent.com/golangci/golangci-lint/master/install.sh | sh -s v1.60.3
-          mv ./bin/golangci-lint /usr/local/bin/golangci-lint
-        shell: bash
-
-      - name: Install kubeconform
-        run: |
-          curl -L https://github.com/yannh/kubeconform/releases/download/v0.6.7/kubeconform-linux-amd64.tar.gz -o kubeconform.tar.gz
-          tar -xzf kubeconform.tar.gz
-          mv kubeconform /usr/local/bin/
-
       - uses: actions/checkout@v3
       - uses: actions/setup-python@v3
       - uses: pre-commit/action@v3.0.1
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 087c7c2101b..5ae71127263 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -29,48 +29,25 @@ repos:
 
   - repo: local
     hooks:
-      - id: check-golangci-lint-version
-        name: golangci-lint version check
-        entry: bash -c 'version="1.60.3"; [ "$(golangci-lint --version | awk "/version/ {print \$4}" | sed "s/^v//")" = "$version" ] || { echo "golangci-lint version is not $version"; exit 1; }'
-        language: system
-        always_run: true
-        fail_fast: true
-        pass_filenames: false
-
-  - repo: local
-    hooks:
-      - id: golangci-lint-ray-operator
-        name: golangci-lint (ray-operator)
-        entry: bash -c 'cd ray-operator && golangci-lint run --fix --exclude-files _generated.go --timeout 10m0s; status=$?; cd ..; exit $status'
+      - id: golangci-lint
+        name: golangci-lint
+        entry: ./scripts/lint.sh
         types: [ go ]
         language: golang
         require_serial: true
-        files: ^ray-operator/
-
-  - repo: local
-    hooks:
-      - id: golangci-lint-kubectl-plugin
-        name: golangci-lint (kubectl-plugin)
-        entry: bash -c 'cd kubectl-plugin && golangci-lint run --fix --timeout 10m0s; status=$?; cd ..; exit $status'
-        types: [ go ]
-        language: golang
-        require_serial: true
-        files: ^kubectl-plugin/
-
-  - repo: local
-    hooks:
-      - id: check-kubeconform-version
-        name: kubeconform version check
-        entry: bash -c 'version="0.6.7"; [ "$(kubeconform -v | awk -F"v" "{print \$2}")" = "$version" ] || { echo "kubeconform version is not $version"; exit 1; }'
-        language: system
         always_run: true
-        fail_fast: true
         pass_filenames: false
+        additional_dependencies:
+          - github.com/golangci/golangci-lint/cmd/golangci-lint@v1.60.3
 
   - repo: local
     hooks:
       - id: validate-helm-charts
         name: validate helm charts with kubeconform
         entry: bash scripts/validate-helm.sh
-        language: system
+        language: golang
+        require_serial: true
+        always_run: true
         pass_filenames: false
+        additional_dependencies:
+          - github.com/yannh/kubeconform/cmd/kubeconform@v0.6.7
diff --git a/ray-operator/DEVELOPMENT.md b/ray-operator/DEVELOPMENT.md
index 386ea793d59..4ea817ec4be 100644
--- a/ray-operator/DEVELOPMENT.md
+++ b/ray-operator/DEVELOPMENT.md
@@ -203,10 +203,8 @@ helm uninstall kuberay-operator; helm install kuberay-operator --set image.repos
 
 ## pre-commit hooks
 
-1. Install [golangci-lint](https://github.com/golangci/golangci-lint/releases).
-2. Install [kubeconform](https://github.com/yannh/kubeconform/releases).
-3. Install [pre-commit](https://pre-commit.com/).
-4. Run `pre-commit install` to install the pre-commit hooks.
+1. Install [pre-commit](https://pre-commit.com/).
+2. Run `pre-commit install` to install the pre-commit hooks.
 
 ## CI/CD
 
diff --git a/scripts/lint.sh b/scripts/lint.sh
new file mode 100755
index 00000000000..f24d61cf92f
--- /dev/null
+++ b/scripts/lint.sh
@@ -0,0 +1,11 @@
+#!/usr/bin/env bash
+
+set -euo pipefail
+
+dirs_to_lint="ray-operator kubectl-plugin"
+
+for dir in $dirs_to_lint; do
+  pushd $dir
+  golangci-lint run --fix --exclude-files _generated.go --timeout 10m0s
+  popd
+done