diff --git a/.github/workflows/no-suggest-cmd-check.yml b/.github/workflows/no-suggest-cmd-check.yml
new file mode 100644
index 00000000..602409cb
--- /dev/null
+++ b/.github/workflows/no-suggest-cmd-check.yml
@@ -0,0 +1,75 @@
+# R CMD check workflow without suggested packages v0.4.0
+# Without `cache: false` packages can leak from the cache of the previous workflow runs
+# You can remove the `services.redis` section if the package does not require `rush` for the tests
+# https://github.com/mlr-org/actions
+on:
+  workflow_dispatch:
+    inputs:
+      debug_enabled:
+        type: boolean
+        description: 'Run the build with tmate debugging enabled'
+        required: false
+        default: false
+  push:
+    branches:
+      - main
+  pull_request:
+    branches:
+      - main
+
+name: no-suggest-cmd-check
+
+jobs:
+  no-suggest-cmd-check:
+    runs-on: ${{ matrix.config.os }}
+    services:
+      redis:
+        image: redis
+        options: >-
+          --health-cmd "redis-cli ping"
+          --health-interval 10s
+          --health-timeout 5s
+          --health-retries 5
+        ports:
+          - 6379:6379
+
+    name: ${{ matrix.config.os }} (${{ matrix.config.r }})
+
+    env:
+      GITHUB_PAT: ${{ secrets.GITHUB_TOKEN }}
+      RUSH_TEST_USE_REDIS: true
+
+    strategy:
+      fail-fast: false
+      matrix:
+        config:
+          - {os: ubuntu-latest,   r: 'release'}
+
+    steps:
+      - uses: actions/checkout@v5
+
+      - uses: r-lib/actions/setup-pandoc@v2
+
+      - uses: r-lib/actions/setup-r@v2
+        with:
+          r-version: ${{ matrix.config.r }}
+
+      - uses: r-lib/actions/setup-r-dependencies@v2
+        with:
+          extra-packages: |
+            any::rcmdcheck
+            any::testthat
+            any::knitr
+            any::rmarkdown
+          needs: check
+          dependencies: '"hard"'
+          cache: false
+
+      - uses: mxschmitt/action-tmate@v3
+        if: ${{ github.event_name == 'workflow_dispatch' && inputs.debug_enabled }}
+        with:
+          limit-access-to-actor: true
+
+      - uses: r-lib/actions/check-r-package@v2
+        with:
+          args: 'c("--no-manual", "--as-cran")'
diff --git a/.github/workflows/r-cmd-check.yml b/.github/workflows/r-cmd-check.yml
index 4b04ec05..075b66e6 100644
--- a/.github/workflows/r-cmd-check.yml
+++ b/.github/workflows/r-cmd-check.yml
@@ -1,7 +1,14 @@
-# r cmd check workflow of the mlr3 ecosystem v0.1.0
+# r cmd check workflow of the mlr3 ecosystem v0.6.0
+# You can remove the `services.redis` section if the package does not require `rush` for the tests
 # https://github.com/mlr-org/actions
 on:
   workflow_dispatch:
+    inputs:
+      debug_enabled:
+        type: boolean
+        description: 'Run the build with tmate debugging enabled'
+        required: false
+        default: false
   push:
     branches:
       - main
@@ -14,11 +21,22 @@ name: r-cmd-check
 jobs:
   r-cmd-check:
     runs-on: ${{ matrix.config.os }}
+    services:
+      redis:
+        image: redis
+        options: >-
+          --health-cmd "redis-cli ping"
+          --health-interval 10s
+          --health-timeout 5s
+          --health-retries 5
+        ports:
+          - 6379:6379
 
-    name: ${{ matrix.config.os }} (${{ matrix.config.r }})${{ matrix.config.depends_only && ' – noSuggests' || '' }}
+    name: ${{ matrix.config.os }} (${{ matrix.config.r }})
 
     env:
       GITHUB_PAT: ${{ secrets.GITHUB_TOKEN }}
+      RUSH_TEST_USE_REDIS: true
 
     strategy:
       fail-fast: false
@@ -26,10 +44,11 @@ jobs:
         config:
           - {os: ubuntu-latest,   r: 'devel'}
           - {os: ubuntu-latest,   r: 'release'}
-          - {os: ubuntu-latest,   r: 'release', depends_only: true}
 
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@v3
+
+      - uses: r-lib/actions/setup-pandoc@v2
 
       - uses: r-lib/actions/setup-r@v2
         with:
@@ -40,7 +59,12 @@ jobs:
           extra-packages: any::rcmdcheck
           needs: check
 
+      - uses: mxschmitt/action-tmate@v3
+        if: ${{ github.event_name == 'workflow_dispatch' && inputs.debug_enabled }}
+        with:
+          limit-access-to-actor: true
+
       - uses: r-lib/actions/check-r-package@v2
-        env:
-          _R_CHECK_DEPENDS_ONLY_: ${{ matrix.config.depends_only && 'TRUE' || '' }}
-          NOT_CRAN: ${{ matrix.config.depends_only && 'FALSE' || 'TRUE' }}
+        with:
+          error-on: '"note"'
+          args: 'c("--no-manual", "--as-cran")'