diff --git a/.github/workflows/linux_checks.yml b/.github/workflows/linux_checks.yml
index 0f489ea71..e93163e39 100644
--- a/.github/workflows/linux_checks.yml
+++ b/.github/workflows/linux_checks.yml
@@ -7,26 +7,6 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v2
-      - name: Set up python
-        uses: actions/setup-python@v1
-        with:
-          python-version: 3.7
-      - name: Set up protoc
-        uses: Arduino/actions/setup-protoc@master
-      - name: Set up node
-        uses: actions/setup-node@v1
-        with:
-          node-version: 12
-      - name: Set up ripgrep, pyaudio, gettext, rename
-        run: |
-          sudo apt update
-          sudo apt install portaudio19-dev gettext rename
-          sudo snap install ripgrep --classic
-      - name: Cache pyenv
-        uses: actions/cache@v1
-        with:
-          path: ${{ github.workspace }}/pyenv
-          key: ${{ runner.os }}-pyenv-${{ hashFiles('**/Makefile') }}-${{ hashFiles('**/requirements.txt') }}-
       # Necessary for now for the cargo cache:
       # https://github.com/actions/cache/issues/133#issuecomment-599102035
       - name: Fix ~/.cache permissions
@@ -52,6 +32,26 @@ jobs:
         with:
           path: ~/.cache/pip
           key: ${{ runner.os }}-pip-${{ hashFiles('**/requirements.txt') }}
+      - name: Cache pyenv
+        uses: actions/cache@v1
+        with:
+          path: ${{ github.workspace }}/pyenv
+          key: ${{ runner.os }}-pyenv-${{ hashFiles('**/Makefile') }}-${{ hashFiles('**/requirements.txt') }}-
+      - name: Set up python
+        uses: actions/setup-python@v1
+        with:
+          python-version: 3.7
+      - name: Set up protoc
+        uses: Arduino/actions/setup-protoc@master
+      - name: Set up node
+        uses: actions/setup-node@v1
+        with:
+          node-version: 12
+      - name: Set up ripgrep, pyaudio, gettext, rename
+        run: |
+          sudo apt update
+          sudo apt install portaudio19-dev gettext rename
+          sudo snap install ripgrep --classic
       - name: Run checks
         run: |
           export RSPY_TARGET_DIR=~/target
@@ -65,5 +65,5 @@ jobs:
       - name: Upload python wheels
         uses: actions/upload-artifact@v1
         with:
-          name: Linux python wheels
+          name: linux_python_wheels
           path: dist
diff --git a/.github/workflows/mac_checks.yml.off b/.github/workflows/mac_checks.yml.off
index 0055144fe..b5d324475 100644
--- a/.github/workflows/mac_checks.yml.off
+++ b/.github/workflows/mac_checks.yml.off
@@ -9,26 +9,6 @@ jobs:
     runs-on: macOS-latest
     steps:
       - uses: actions/checkout@v2
-      - name: Set up python
-        uses: actions/setup-python@v1
-        with:
-          python-version: 3.7
-      - name: Set up protoc
-        uses: Arduino/actions/setup-protoc@master
-      - name: Set up node
-        uses: actions/setup-node@v1
-        with:
-          node-version: 12
-      - name: Set up brew packages
-        run: |
-          brew install portaudio protobuf gettext rename ripgrep
-          brew link gettext --force
-      - name: Cache pyenv
-        id: cache-pyenv
-        uses: actions/cache@v1
-        with:
-          path: ${{ github.workspace }}/pyenv
-          key: ${{ runner.os }}-pyenv-${{ hashFiles('**/Makefile') }}-${{ hashFiles('**/requirements.txt') }}-
       - name: Cache cargo registry
         uses: actions/cache@v1
         with:
@@ -49,6 +29,25 @@ jobs:
         with:
           path: ~/Library/Caches/pip
           key: ${{ runner.os }}-pip-${{ hashFiles('**/requirements.txt') }}
+      - name: Cache pyenv
+        uses: actions/cache@v1
+        with:
+          path: ${{ github.workspace }}/pyenv
+          key: ${{ runner.os }}-pyenv-${{ hashFiles('**/Makefile') }}-${{ hashFiles('**/requirements.txt') }}-
+      - name: Set up python
+        uses: actions/setup-python@v1
+        with:
+          python-version: 3.7
+      - name: Set up protoc
+        uses: Arduino/actions/setup-protoc@master
+      - name: Set up node
+        uses: actions/setup-node@v1
+        with:
+          node-version: 12
+      - name: Set up brew packages
+        run: |
+          brew install portaudio protobuf gettext rename ripgrep
+          brew link gettext --force
       - name: Run checks
         run: |
           export RSPY_TARGET_DIR=~/target
@@ -62,5 +61,5 @@ jobs:
       - name: Upload python wheels
         uses: actions/upload-artifact@v1
         with:
-          name: Mac OS python wheels
+          name: mac_os_python_wheels
           path: dist
diff --git a/.github/workflows/windows_checks.yml b/.github/workflows/windows_checks.yml
index dd82de5f8..0eac083c3 100644
--- a/.github/workflows/windows_checks.yml
+++ b/.github/workflows/windows_checks.yml
@@ -23,14 +23,33 @@ jobs:
           echo "::set-env name=SCOOP_GLOBAL::$env:GITHUB_WORKSPACE\"
           echo "::set-env name=ANKI_EXTRA_PIP::python -m pip install $pyaudio"
       - name: Cache pyenv
-        id: cache-pyenv
         uses: actions/cache@v1
         with:
           path: ${{ github.workspace }}\pyenv
           key: ${{ runner.os }}-pyenv-${{ hashFiles('**/Makefile') }}-${{ hashFiles('**/requirements.txt') }}-
-      - name: Cache pacman
-        id: cache-pacman
+      - name: Cache cargo registry
         uses: actions/cache@v1
+        with:
+          path: C:\Rust\.cargo\registry
+          key: ${{ runner.os }}-cargo-registry-${{ hashFiles('**/Cargo.toml') }}
+      - name: Cache cargo index
+        uses: actions/cache@v1
+        with:
+          path: C:\Rust\.cargo\git
+          key: ${{ runner.os }}-cargo-index-${{ hashFiles('**/Cargo.toml') }}
+      - name: Cache cargo build
+        uses: actions/cache@v1
+        with:
+          path: ${{ github.workspace }}\target
+          key: ${{ runner.os }}-cargo-build-target-${{ hashFiles('**/Cargo.toml') }}
+      - name: Cache pip wheels
+        uses: actions/cache@v1
+        with:
+          path: ~\AppData\Local\pip\Cache
+          key: ${{ runner.os }}-pip-${{ hashFiles('**/requirements.txt') }}
+      - name: Cache pacman
+        uses: actions/cache@v1
+        id: cache-pacman
         with:
           path: C:\Program Files\Git
           key: ${{ runner.os }}-pacman-${{ hashFiles('**/windows_checks.yml') }}
@@ -78,26 +97,6 @@ jobs:
         uses: actions/setup-node@v1
         with:
           node-version: 12
-      - name: Cache cargo registry
-        uses: actions/cache@v1
-        with:
-          path: C:\Rust\.cargo\registry
-          key: ${{ runner.os }}-cargo-registry-${{ hashFiles('**/Cargo.toml') }}
-      - name: Cache cargo index
-        uses: actions/cache@v1
-        with:
-          path: C:\Rust\.cargo\git
-          key: ${{ runner.os }}-cargo-index-${{ hashFiles('**/Cargo.toml') }}
-      - name: Cache cargo build
-        uses: actions/cache@v1
-        with:
-          path: ${{ github.workspace }}\target
-          key: ${{ runner.os }}-cargo-build-target-${{ hashFiles('**/Cargo.toml') }}
-      - name: Cache pip wheels
-        uses: actions/cache@v1
-        with:
-          path: ~\AppData\Local\pip\Cache
-          key: ${{ runner.os }}-pip-${{ hashFiles('**/requirements.txt') }}
       - name: Run checks
         shell: cmd
         run: |
@@ -115,5 +114,5 @@ jobs:
       - name: Upload python wheels
         uses: actions/upload-artifact@v1
         with:
-          name: Windows python wheels
+          name: windows_python_wheels
           path: dist