diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 1d5c575a25..1c2170c700 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -143,6 +143,7 @@ jobs:
       - name: Cache .nuke/temp, ~/.nuget/packages
         id: cache-nuget
         uses: actions/cache@v4
+        continue-on-error: true
         with:
           path: |
             .nuke/temp
@@ -224,8 +225,8 @@ jobs:
 
       - name: Cache MaaDeps
         id: cache-maadeps
-        continue-on-error: true
         uses: actions/cache@v4
+        continue-on-error: true
         with:
           path: ./src/MaaUtils/MaaDeps
           key: ${{ runner.os }}-${{ matrix.arch == 'x86_64' && 'x64' || 'arm64' }}-maadeps-${{ hashFiles('tools/maadeps-download.py') }}
@@ -348,8 +349,8 @@ jobs:
 
       - name: Cache MaaDeps
         id: cache-maadeps
-        continue-on-error: true
         uses: actions/cache@v4
+        continue-on-error: true
         with:
           path: ./src/MaaUtils/MaaDeps
           key: ${{ runner.os }}-${{ matrix.arch == 'x86_64' && 'x64' || 'arm64' }}-maadeps-${{ hashFiles('tools/maadeps-download.py') }}
diff --git a/.github/workflows/markdown-checker.yml b/.github/workflows/markdown-checker.yml
index 5336338e22..7d5d5b10c1 100644
--- a/.github/workflows/markdown-checker.yml
+++ b/.github/workflows/markdown-checker.yml
@@ -37,6 +37,7 @@ jobs:
 
       - name: Cache lychee responses
         uses: actions/cache@v4
+        continue-on-error: true
         with:
           path: .lycheecache
           key: lychee-cache
diff --git a/.github/workflows/optimize-templates.yml b/.github/workflows/optimize-templates.yml
index b79304c411..f581988417 100644
--- a/.github/workflows/optimize-templates.yml
+++ b/.github/workflows/optimize-templates.yml
@@ -58,6 +58,7 @@ jobs:
       #   id: cache_python
       #   if: steps.check_push.outputs.is_pr != 'True' && always()
       #   uses: actions/cache@v4
+      #   continue-on-error: true
       #   with:
       #     path: ${{ env.pythonLocation }}/lib/python3.11/site-packages
       #     key: ${{ runner.os }}-pip-optimize-templates-${{ hashFiles('./tools/OptimizeTemplates/requirements.txt') }}
diff --git a/.github/workflows/release-nightly-ota.yml b/.github/workflows/release-nightly-ota.yml
index 2b08e96961..1a77db485c 100644
--- a/.github/workflows/release-nightly-ota.yml
+++ b/.github/workflows/release-nightly-ota.yml
@@ -172,6 +172,7 @@ jobs:
       - name: Cache MaaDeps
         id: cache-maadeps
         uses: actions/cache@v4
+        continue-on-error: true
         with:
           path: |
             ./src/MaaUtils/MaaDeps
@@ -201,6 +202,7 @@ jobs:
       - name: Cache .nuke/temp, ~/.nuget/packages
         id: cache-nuget
         uses: actions/cache@v4
+        continue-on-error: true
         with:
           path: |
             .nuke/temp
diff --git a/.github/workflows/res-update-game.yml b/.github/workflows/res-update-game.yml
index 7fb58f2e9c..a581419556 100644
--- a/.github/workflows/res-update-game.yml
+++ b/.github/workflows/res-update-game.yml
@@ -147,6 +147,7 @@ jobs:
       - name: Restore ResourceUpdater from cache
         id: resupd-cache
         uses: actions/cache/restore@v4
+        continue-on-error: true
         with:
           key: ResourceUpdater-${{ runner.os }}-${{ hashFiles('tools/ResourceUpdater/main.cpp') }}
           path: |
@@ -157,6 +158,7 @@ jobs:
         if: steps.resupd-cache.outputs.cache-hit != 'true'
         id: maadeps-cache
         uses: actions/cache@v4
+        continue-on-error: true
         with:
           path: |
             ./src/MaaUtils/MaaDeps
@@ -192,6 +194,7 @@ jobs:
       - name: Save ResourceUpdater to cache
         if: always() && steps.resupd-cache.outputs.cache-hit != 'true'
         uses: actions/cache/save@v4
+        continue-on-error: true
         with:
           key: ResourceUpdater-${{ runner.os }}-${{ hashFiles('tools/ResourceUpdater/main.cpp') }}
           path: |
@@ -256,6 +259,7 @@ jobs:
         if: always() && steps.update_version.outputs.contains_png == 'True'
         id: cache_python
         uses: actions/cache@v4
+        continue-on-error: true
         with:
           path: ${{ env.pythonLocation }}/Lib/site-packages
           key: ${{ runner.os }}-pip-optimize-templates-${{ hashFiles('./tools/OptimizeTemplates/requirements.txt') }}
diff --git a/.github/workflows/smoke-testing.yml b/.github/workflows/smoke-testing.yml
index 9be3d03162..f4e4d3092c 100644
--- a/.github/workflows/smoke-testing.yml
+++ b/.github/workflows/smoke-testing.yml
@@ -51,6 +51,7 @@ jobs:
       - name: Restore cache for Smoke Test
         id: smoke-cache
         uses: actions/cache/restore@v4
+        continue-on-error: true
         with:
           key: ${{ steps.cache_key.outputs.key }}
           path: |
@@ -70,6 +71,7 @@ jobs:
         if: steps.smoke-cache.outputs.cache-hit != 'true'
         id: maadeps-cache
         uses: actions/cache@v4
+        continue-on-error: true
         with:
           path: ./src/MaaUtils/MaaDeps
           key: ${{ runner.os }}-arm64-maadeps-${{ hashFiles('tools/maadeps-download.py') }}
@@ -115,6 +117,7 @@ jobs:
       - name: Save cache for Smoke Test (only in dev)
         if: steps.smoke-cache.outputs.cache-hit != 'true' && github.ref == 'refs/heads/dev'
         uses: actions/cache/save@v4
+        continue-on-error: true
         with:
           key: ${{ steps.cache_key.outputs.key }}
           path: |