diff --git a/.github/workflows/mega-linter.yaml b/.github/workflows/mega-linter.yaml
index 1e544b8d..c4b4884f 100644
--- a/.github/workflows/mega-linter.yaml
+++ b/.github/workflows/mega-linter.yaml
@@ -28,7 +28,7 @@ jobs:
     steps:
       - id: auth
         name: Auth
-        uses: liblaf/actions/auth@v1
+        uses: liblaf/actions/auth@0d18501335a3b930ccc19923d9439102a05367fd # v3
         with:
           app-id: ${{ vars.APP_ID }}
           private-key: ${{ secrets.PRIVATE_KEY }}
@@ -38,7 +38,7 @@ jobs:
           ref: ${{ github.head_ref || github.ref }}
       - id: lint
         name: MegaLinter
-        uses: liblaf/actions/mega-linter@v1
+        uses: liblaf/actions/mega-linter@0d18501335a3b930ccc19923d9439102a05367fd # v3
         with:
           token: ${{ steps.auth.outputs.token }}
       - if: success() || failure()
@@ -69,7 +69,7 @@ jobs:
           reviewers: ${{ github.repository_owner }}
       - if: steps.lint.outputs.has-updated-sources > 0 && github.ref != 'refs/heads/main'
         name: Commit and Push Applied Linter Fixes
-        uses: liblaf/actions/commit@v1
+        uses: liblaf/actions/commit@0d18501335a3b930ccc19923d9439102a05367fd # v3
         with:
           add-options: --verbose --update
           message: "chore(mega-linter): apply linters automatic fixes"
diff --git a/exp/2026/01/28/smas/data/31-inverse-smas46-muscle46-activation-stable-neo-hookean-easy-metrics.json b/exp/2026/01/28/smas/data/31-inverse-smas46-muscle46-activation-stable-neo-hookean-easy-metrics.json
index 18b901c7..39971bce 100644
--- a/exp/2026/01/28/smas/data/31-inverse-smas46-muscle46-activation-stable-neo-hookean-easy-metrics.json
+++ b/exp/2026/01/28/smas/data/31-inverse-smas46-muscle46-activation-stable-neo-hookean-easy-metrics.json
@@ -26,4 +26,4 @@
     "forward_best_objective": 1481.1424852869957,
     "finite_outputs": true
   }
-]
\ No newline at end of file
+]
diff --git a/exp/2026/01/28/smas/data/31-inverse-smas46-muscle46-activation-stable-neo-hookean-easy.json b/exp/2026/01/28/smas/data/31-inverse-smas46-muscle46-activation-stable-neo-hookean-easy.json
index c061b297..94d53e89 100644
--- a/exp/2026/01/28/smas/data/31-inverse-smas46-muscle46-activation-stable-neo-hookean-easy.json
+++ b/exp/2026/01/28/smas/data/31-inverse-smas46-muscle46-activation-stable-neo-hookean-easy.json
@@ -38,4 +38,4 @@
     "adjoint-relative-residual": "/home/liblaf/github/liblaf/apple/exp/2026/01/28/smas/data/31-inverse-smas46-muscle46-activation-stable-neo-hookean-easy-metrics-adjoint-relative-residual.png",
     "inverse-grad-absolute": "/home/liblaf/github/liblaf/apple/exp/2026/01/28/smas/data/31-inverse-smas46-muscle46-activation-stable-neo-hookean-easy-metrics-inverse-grad-absolute.png"
   }
-}
\ No newline at end of file
+}
diff --git a/exp/2026/01/28/smas/data/31-inverse-smas46-muscle46-activation-stable-neo-hookean-zero-metrics.json b/exp/2026/01/28/smas/data/31-inverse-smas46-muscle46-activation-stable-neo-hookean-zero-metrics.json
index e3eae723..ed4812d4 100644
--- a/exp/2026/01/28/smas/data/31-inverse-smas46-muscle46-activation-stable-neo-hookean-zero-metrics.json
+++ b/exp/2026/01/28/smas/data/31-inverse-smas46-muscle46-activation-stable-neo-hookean-zero-metrics.json
@@ -404,4 +404,4 @@
     "forward_best_objective": 1485.5675728610533,
     "finite_outputs": true
   }
-]
\ No newline at end of file
+]
diff --git a/exp/2026/01/28/smas/data/31-inverse-smas46-muscle46-activation-stable-neo-hookean-zero.json b/exp/2026/01/28/smas/data/31-inverse-smas46-muscle46-activation-stable-neo-hookean-zero.json
index dc9f6ea0..2f7ccd93 100644
--- a/exp/2026/01/28/smas/data/31-inverse-smas46-muscle46-activation-stable-neo-hookean-zero.json
+++ b/exp/2026/01/28/smas/data/31-inverse-smas46-muscle46-activation-stable-neo-hookean-zero.json
@@ -43,4 +43,4 @@
     "adjoint-relative-residual": "/home/liblaf/github/liblaf/apple/exp/2026/01/28/smas/data/31-inverse-smas46-muscle46-activation-stable-neo-hookean-zero-metrics-adjoint-relative-residual.png",
     "inverse-grad-absolute": "/home/liblaf/github/liblaf/apple/exp/2026/01/28/smas/data/31-inverse-smas46-muscle46-activation-stable-neo-hookean-zero-metrics-inverse-grad-absolute.png"
   }
-}
\ No newline at end of file
+}
diff --git a/exp/2026/01/28/smas/data/31-inverse-smas46-muscle46-activation-stable-neo-hookean.json b/exp/2026/01/28/smas/data/31-inverse-smas46-muscle46-activation-stable-neo-hookean.json
index d95032cb..541e835f 100644
--- a/exp/2026/01/28/smas/data/31-inverse-smas46-muscle46-activation-stable-neo-hookean.json
+++ b/exp/2026/01/28/smas/data/31-inverse-smas46-muscle46-activation-stable-neo-hookean.json
@@ -88,4 +88,4 @@
       }
     }
   ]
-}
\ No newline at end of file
+}