diff --git a/.github/workflows/add-to-project.yml b/.github/workflows/add-to-project.yml
index 705d11ec2..5166990f7 100644
--- a/.github/workflows/add-to-project.yml
+++ b/.github/workflows/add-to-project.yml
@@ -25,7 +25,7 @@ jobs:
 
       - name: Generate App Token
         id: token_generator
-        uses: actions/create-github-app-token@c1a285145b9d317df6ced56c09f525b5c2b6f755 # v1.11.1
+        uses: actions/create-github-app-token@136412a57a7081aa63c935a2cc2918f76c34f514 # v1.11.2
         with:
           app-id: ${{ secrets.OURANOS_HELPER_BOT_ID }}
           private-key: ${{ secrets.OURANOS_HELPER_BOT_KEY }}
diff --git a/.github/workflows/bump-version.yml b/.github/workflows/bump-version.yml
index a2c9ec587..b47eb9364 100644
--- a/.github/workflows/bump-version.yml
+++ b/.github/workflows/bump-version.yml
@@ -48,7 +48,7 @@ jobs:
             pypi.org:443
       - name: Generate App Token
         id: token_generator
-        uses: actions/create-github-app-token@c1a285145b9d317df6ced56c09f525b5c2b6f755 # v1.11.1
+        uses: actions/create-github-app-token@136412a57a7081aa63c935a2cc2918f76c34f514 # v1.11.2
         with:
           app-id: ${{ secrets.OURANOS_HELPER_BOT_ID }}
           private-key: ${{ secrets.OURANOS_HELPER_BOT_KEY }}
@@ -58,7 +58,7 @@ jobs:
           token: ${{ steps.token_generator.outputs.token }}
           persist-credentials: false
       - name: Set up Python3
-        uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.3.0
+        uses: actions/setup-python@42375524e23c412d93fb67b49958b491fce71c38 # v5.4.0
         with:
           python-version: "3.x"
       - name: Import GPG Key
diff --git a/.github/workflows/dependency-review.yml b/.github/workflows/dependency-review.yml
index 6f457422d..0b895bcdd 100644
--- a/.github/workflows/dependency-review.yml
+++ b/.github/workflows/dependency-review.yml
@@ -34,7 +34,7 @@ jobs:
             sum.golang.org:443
 
       - name: Start Energy Measurement
-        uses: green-coding-solutions/eco-ci-energy-estimation@2c74a687e9cc4cc4579ae752404a8d54cc46a06a # v4.3.0
+        uses: green-coding-solutions/eco-ci-energy-estimation@7ff5628108e21227662ce881f10156eb9deab891 # v4.4
         with:
           task: start-measurement
           branch: ${{ github.head_ref || github.ref_name }}
@@ -48,14 +48,14 @@ jobs:
         uses: actions/dependency-review-action@3b139cfc5fae8b618d3eae3675e383bb1769c019 # v4.5.0
 
       - name: Energy Measurement
-        uses: green-coding-solutions/eco-ci-energy-estimation@2c74a687e9cc4cc4579ae752404a8d54cc46a06a # v4.3.0
+        uses: green-coding-solutions/eco-ci-energy-estimation@7ff5628108e21227662ce881f10156eb9deab891 # v4.4
         with:
           task: get-measurement
           label: 'Dependency Review'
         continue-on-error: true
 
       - name: Show Energy Results
-        uses: green-coding-solutions/eco-ci-energy-estimation@2c74a687e9cc4cc4579ae752404a8d54cc46a06a # v4.3.0
+        uses: green-coding-solutions/eco-ci-energy-estimation@7ff5628108e21227662ce881f10156eb9deab891 # v4.4
         with:
           task: display-results
         continue-on-error: true
diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index cfabedff6..b3b13b7e1 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -56,7 +56,7 @@ jobs:
             pypi.org:443
             sum.golang.org:443
       - name: Start Measurement
-        uses: green-coding-solutions/eco-ci-energy-estimation@2c74a687e9cc4cc4579ae752404a8d54cc46a06a # v4.3.0
+        uses: green-coding-solutions/eco-ci-energy-estimation@7ff5628108e21227662ce881f10156eb9deab891 # v4.4
         with:
           task: start-measurement
           branch: ${{ github.head_ref || github.ref_name }}
@@ -66,7 +66,7 @@ jobs:
         with:
           persist-credentials: false
       - name: Set up Python3
-        uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.3.0
+        uses: actions/setup-python@42375524e23c412d93fb67b49958b491fce71c38 # v5.4.0
         with:
           python-version: "3.x"
           cache: 'pip'
@@ -74,7 +74,7 @@ jobs:
         run: |
           python -m pip install --require-hashes -r CI/requirements_ci.txt
       - name: Setup Python Measurement
-        uses: green-coding-solutions/eco-ci-energy-estimation@2c74a687e9cc4cc4579ae752404a8d54cc46a06a # v4.3.0
+        uses: green-coding-solutions/eco-ci-energy-estimation@7ff5628108e21227662ce881f10156eb9deab891 # v4.4
         with:
           task: get-measurement
           label: 'Environment setup (Python${{ matrix.python-version }}, lint)'
@@ -93,13 +93,13 @@ jobs:
         run: |
           python -m tox -e lint
       - name: Tests measurement
-        uses: green-coding-solutions/eco-ci-energy-estimation@2c74a687e9cc4cc4579ae752404a8d54cc46a06a # v4.3.0
+        uses: green-coding-solutions/eco-ci-energy-estimation@7ff5628108e21227662ce881f10156eb9deab891 # v4.4
         with:
           task: get-measurement
           label: 'Lint (Python${{ matrix.python-version }})'
         continue-on-error: true
       - name: Show Energy Results
-        uses: green-coding-solutions/eco-ci-energy-estimation@2c74a687e9cc4cc4579ae752404a8d54cc46a06a # v4.3.0
+        uses: green-coding-solutions/eco-ci-energy-estimation@7ff5628108e21227662ce881f10156eb9deab891 # v4.4
         with:
           task: display-results
         continue-on-error: true
@@ -133,7 +133,7 @@ jobs:
             raw.githubusercontent.com:443
             sum.golang.org:443
       - name: Start Energy Measurement
-        uses: green-coding-solutions/eco-ci-energy-estimation@2c74a687e9cc4cc4579ae752404a8d54cc46a06a # v4.3.0
+        uses: green-coding-solutions/eco-ci-energy-estimation@7ff5628108e21227662ce881f10156eb9deab891 # v4.4
         with:
           task: start-measurement
           branch: ${{ github.head_ref || github.ref_name }}
@@ -143,7 +143,7 @@ jobs:
         with:
           persist-credentials: false
       - name: Set up Python${{ matrix.python-version }}
-        uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.3.0
+        uses: actions/setup-python@42375524e23c412d93fb67b49958b491fce71c38 # v5.4.0
         with:
           python-version: ${{ matrix.python-version }}
           cache: 'pip'
@@ -151,7 +151,7 @@ jobs:
         run: |
           python -m pip install --require-hashes -r CI/requirements_ci.txt
       - name: Environment Setup Energy Measurement
-        uses: green-coding-solutions/eco-ci-energy-estimation@2c74a687e9cc4cc4579ae752404a8d54cc46a06a # v4.3.0
+        uses: green-coding-solutions/eco-ci-energy-estimation@7ff5628108e21227662ce881f10156eb9deab891 # v4.4
         with:
           task: get-measurement
           label: 'Environment setup (Python${{ matrix.python-version }}, standard)'
@@ -171,13 +171,13 @@ jobs:
           COVERALLS_FLAG_NAME: run-${{ matrix.python-version }}-ubuntu-latest-preliminary
           COVERALLS_PARALLEL: true
       - name: Tests measurement
-        uses: green-coding-solutions/eco-ci-energy-estimation@2c74a687e9cc4cc4579ae752404a8d54cc46a06a # v4.3.0
+        uses: green-coding-solutions/eco-ci-energy-estimation@7ff5628108e21227662ce881f10156eb9deab891 # v4.4
         with:
           task: get-measurement
           label: 'Testing with tox (Python${{ matrix.python-version }})'
         continue-on-error: true
       - name: Show Energy Results
-        uses: green-coding-solutions/eco-ci-energy-estimation@2c74a687e9cc4cc4579ae752404a8d54cc46a06a # v4.3.0
+        uses: green-coding-solutions/eco-ci-energy-estimation@7ff5628108e21227662ce881f10156eb9deab891 # v4.4
         with:
           task: display-results
         continue-on-error: true
@@ -260,7 +260,7 @@ jobs:
             sum.golang.org:443
       - name: Start Energy Measurement
         if : ${{ matrix.os == 'ubuntu-latest' }}
-        uses: green-coding-solutions/eco-ci-energy-estimation@2c74a687e9cc4cc4579ae752404a8d54cc46a06a # v4.3.0
+        uses: green-coding-solutions/eco-ci-energy-estimation@7ff5628108e21227662ce881f10156eb9deab891 # v4.4
         with:
           task: start-measurement
           branch: ${{ github.head_ref || github.ref_name }}
@@ -275,7 +275,7 @@ jobs:
           sudo apt-get update
           sudo apt-get install libeigen3-dev
       - name: Set up Python${{ matrix.python-version }}
-        uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.3.0
+        uses: actions/setup-python@42375524e23c412d93fb67b49958b491fce71c38 # v5.4.0
         with:
           python-version: ${{ matrix.python-version }}
           cache: 'pip'
@@ -284,7 +284,7 @@ jobs:
           python -m pip install --require-hashes -r CI/requirements_ci.txt
       - name: Environment Setup Energy Measurement
         if : ${{ matrix.os == 'ubuntu-latest' }}
-        uses: green-coding-solutions/eco-ci-energy-estimation@2c74a687e9cc4cc4579ae752404a8d54cc46a06a # v4.3.0
+        uses: green-coding-solutions/eco-ci-energy-estimation@7ff5628108e21227662ce881f10156eb9deab891 # v4.4
         with:
           task: get-measurement
           label: 'Environment setup (Python${{ matrix.python-version }}, ${{ matrix.tox-env }})'
@@ -316,14 +316,14 @@ jobs:
           COVERALLS_PARALLEL: true
       - name: Tests measurement
         if : ${{ matrix.os == 'ubuntu-latest' }}
-        uses: green-coding-solutions/eco-ci-energy-estimation@2c74a687e9cc4cc4579ae752404a8d54cc46a06a # v4.3.0
+        uses: green-coding-solutions/eco-ci-energy-estimation@7ff5628108e21227662ce881f10156eb9deab891 # v4.4
         with:
           task: get-measurement
           label: 'Testing with tox (Python${{ matrix.python-version }}, ${{ matrix.tox-env }})'
         continue-on-error: true
       - name: Show Energy Results
         if : ${{ matrix.os == 'ubuntu-latest' }}
-        uses: green-coding-solutions/eco-ci-energy-estimation@2c74a687e9cc4cc4579ae752404a8d54cc46a06a # v4.3.0
+        uses: green-coding-solutions/eco-ci-energy-estimation@7ff5628108e21227662ce881f10156eb9deab891 # v4.4
         with:
           task: display-results
         continue-on-error: true
@@ -366,7 +366,7 @@ jobs:
             raw.githubusercontent.com:443
             sum.golang.org:443
       - name: Start Energy Measurement
-        uses: green-coding-solutions/eco-ci-energy-estimation@2c74a687e9cc4cc4579ae752404a8d54cc46a06a # v4.3.0
+        uses: green-coding-solutions/eco-ci-energy-estimation@7ff5628108e21227662ce881f10156eb9deab891 # v4.4
         with:
           task: start-measurement
           branch: ${{ github.head_ref || github.ref_name }}
@@ -398,7 +398,7 @@ jobs:
           xclim show_version_info
           python -m pip check || true
       - name: Environment Setup Energy Measurement
-        uses: green-coding-solutions/eco-ci-energy-estimation@2c74a687e9cc4cc4579ae752404a8d54cc46a06a # v4.3.0
+        uses: green-coding-solutions/eco-ci-energy-estimation@7ff5628108e21227662ce881f10156eb9deab891 # v4.4
         with:
           task: get-measurement
           label: 'Environment setup (conda, Python${{ matrix.python-version }})'
@@ -414,13 +414,13 @@ jobs:
           COVERALLS_FLAG_NAME: run-{{ matrix.python-version }}-conda
           COVERALLS_PARALLEL: true
       - name: Tests measurement
-        uses: green-coding-solutions/eco-ci-energy-estimation@2c74a687e9cc4cc4579ae752404a8d54cc46a06a # v4.3.0
+        uses: green-coding-solutions/eco-ci-energy-estimation@7ff5628108e21227662ce881f10156eb9deab891 # v4.4
         with:
           task: get-measurement
           label: 'Testing with pytest (conda, Python${{ matrix.python-version }})'
         continue-on-error: true
       - name: Show Energy Results
-        uses: green-coding-solutions/eco-ci-energy-estimation@2c74a687e9cc4cc4579ae752404a8d54cc46a06a # v4.3.0
+        uses: green-coding-solutions/eco-ci-energy-estimation@7ff5628108e21227662ce881f10156eb9deab891 # v4.4
         with:
           task: display-results
         continue-on-error: true
@@ -454,7 +454,7 @@ jobs:
             pypi.org:443
             sum.golang.org:443
       - name: Start Energy Measurement
-        uses: green-coding-solutions/eco-ci-energy-estimation@2c74a687e9cc4cc4579ae752404a8d54cc46a06a # v4.3.0
+        uses: green-coding-solutions/eco-ci-energy-estimation@7ff5628108e21227662ce881f10156eb9deab891 # v4.4
         with:
           task: start-measurement
           branch: ${{ github.head_ref || github.ref_name }}
@@ -464,13 +464,13 @@ jobs:
         with:
           parallel-finished: true
       - name: Finish measurement
-        uses: green-coding-solutions/eco-ci-energy-estimation@2c74a687e9cc4cc4579ae752404a8d54cc46a06a # v4.3.0
+        uses: green-coding-solutions/eco-ci-energy-estimation@7ff5628108e21227662ce881f10156eb9deab891 # v4.4
         with:
           task: get-measurement
           label: 'Finish Run'
         continue-on-error: true
       - name: Show Energy Results
-        uses: green-coding-solutions/eco-ci-energy-estimation@2c74a687e9cc4cc4579ae752404a8d54cc46a06a # v4.3.0
+        uses: green-coding-solutions/eco-ci-energy-estimation@7ff5628108e21227662ce881f10156eb9deab891 # v4.4
         with:
           task: display-results
         continue-on-error: true
diff --git a/.github/workflows/publish-mastodon.yml b/.github/workflows/publish-mastodon.yml
index 4e4a8c58d..9ba0b307a 100644
--- a/.github/workflows/publish-mastodon.yml
+++ b/.github/workflows/publish-mastodon.yml
@@ -65,7 +65,7 @@ jobs:
           CONTRIBUTORS: ${{ env.contributors }}
 
       - name: Send toot to Mastodon
-        uses: cbrgm/mastodon-github-action@50b70e53ab0871a90fe364ff96e783c7e3633f15 # v2.1.11
+        uses: cbrgm/mastodon-github-action@e63ca54c7fe6e142917c5946620383200f376855 # v2.1.12
         with:
           url: ${{ secrets.MASTODON_URL }}
           access-token: ${{ secrets.MASTODON_ACCESS_TOKEN }}
diff --git a/.github/workflows/publish-pypi.yml b/.github/workflows/publish-pypi.yml
index daefc9575..e676917a3 100644
--- a/.github/workflows/publish-pypi.yml
+++ b/.github/workflows/publish-pypi.yml
@@ -33,7 +33,7 @@ jobs:
         with:
           persist-credentials: false
       - name: Set up Python3
-        uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.3.0
+        uses: actions/setup-python@42375524e23c412d93fb67b49958b491fce71c38 # v5.4.0
         with:
           python-version: "3.x"
       - name: Install CI libraries
diff --git a/.github/workflows/tag-testpypi.yml b/.github/workflows/tag-testpypi.yml
index 83ede6ac0..635b816b3 100644
--- a/.github/workflows/tag-testpypi.yml
+++ b/.github/workflows/tag-testpypi.yml
@@ -33,7 +33,7 @@ jobs:
         with:
           persist-credentials: false
       - name: Set up Python3
-        uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.3.0
+        uses: actions/setup-python@42375524e23c412d93fb67b49958b491fce71c38 # v5.4.0
         with:
           python-version: "3.x"
       - name: Install CI libraries
diff --git a/.github/workflows/upstream.yml b/.github/workflows/upstream.yml
index 23d497d72..d7a02493b 100644
--- a/.github/workflows/upstream.yml
+++ b/.github/workflows/upstream.yml
@@ -61,7 +61,7 @@ jobs:
             repo.anaconda.com:443
             sum.golang.org:443
       - name: Start Measurement
-        uses: green-coding-solutions/eco-ci-energy-estimation@2c74a687e9cc4cc4579ae752404a8d54cc46a06a # v4.3.0
+        uses: green-coding-solutions/eco-ci-energy-estimation@7ff5628108e21227662ce881f10156eb9deab891 # v4.4
         with:
           task: start-measurement
           branch: ${{ github.head_ref || github.ref_name }}
@@ -98,7 +98,7 @@ jobs:
           xclim show_version_info
           python -m pip check || true
       - name: Setup Python Measurement
-        uses: green-coding-solutions/eco-ci-energy-estimation@2c74a687e9cc4cc4579ae752404a8d54cc46a06a # v4.3.0
+        uses: green-coding-solutions/eco-ci-energy-estimation@7ff5628108e21227662ce881f10156eb9deab891 # v4.4
         with:
           task: get-measurement
           label: 'Environment Setup (Upstream, Python${{ matrix.python-version }})'
@@ -125,13 +125,13 @@ jobs:
           issue-title: "⚠️ Nightly upstream-dev CI failed for Python${{ matrix.python-version }} ⚠️"
           log-path: output-${{ matrix.python-version }}-log.jsonl
       - name: Tests measurement
-        uses: green-coding-solutions/eco-ci-energy-estimation@2c74a687e9cc4cc4579ae752404a8d54cc46a06a # v4.3.0
+        uses: green-coding-solutions/eco-ci-energy-estimation@7ff5628108e21227662ce881f10156eb9deab891 # v4.4
         with:
           task: get-measurement
           label: 'Testing and Reporting (Upstream, Python${{ matrix.python-version }})'
         continue-on-error: true
       - name: Show Energy Results
-        uses: green-coding-solutions/eco-ci-energy-estimation@2c74a687e9cc4cc4579ae752404a8d54cc46a06a # v4.3.0
+        uses: green-coding-solutions/eco-ci-energy-estimation@7ff5628108e21227662ce881f10156eb9deab891 # v4.4
         with:
           task: display-results
         continue-on-error: true