diff --git a/.github/workflows/_unit_test_coverage.yml b/.github/workflows/_unit_test_coverage.yml
index d46bee316..f06f41402 100644
--- a/.github/workflows/_unit_test_coverage.yml
+++ b/.github/workflows/_unit_test_coverage.yml
@@ -43,6 +43,7 @@ jobs:
     runs-on: [self-hosted, GPU-h1z1-2Cards]
     timeout-minutes: 90
     needs: check_cov_skip
+    if: needs.check_cov_skip.outputs.can-skip != 'true'
     outputs:
       diff_cov_file_url: ${{ steps.cov_upload.outputs.diff_cov_file_url }}
       unittest_failed_url: ${{ steps.cov_upload.outputs.unittest_failed_url }}
@@ -319,7 +320,7 @@ jobs:
           echo "All tests passed"
 
       - name: Verify Code Coverage Threshold (80%)
-        if: ${{ github.event_name == 'pull_request' && (needs.check_cov_skip.outputs['can-skip'] != 'true') }}
+        if: ${{ github.event_name == 'pull_request' }}
         shell: bash
         run: |
           cd FastDeploy
diff --git a/.github/workflows/remove-skip-ci-labels.yml b/.github/workflows/remove-skip-ci-labels.yml
new file mode 100644
index 000000000..6adc74158
--- /dev/null
+++ b/.github/workflows/remove-skip-ci-labels.yml
@@ -0,0 +1,53 @@
+name: Remove Skip-CI Labels
+
+on:
+  pull_request_target:
+    types: [synchronize]
+
+permissions:
+  pull-requests: write
+
+jobs:
+  remove-skip-ci-labels:
+    name: Remove skip-ci labels on new commits
+    runs-on: ubuntu-latest
+    steps:
+      - name: Get PR labels
+        id: get-labels
+        uses: actions/github-script@v7
+        with:
+          github-token: ${{ secrets.GITHUB_TOKEN }}
+          script: |
+            const { data: labels } = await github.rest.issues.listLabelsOnIssue({
+              owner: context.repo.owner,
+              repo: context.repo.repo,
+              issue_number: context.issue.number
+            });
+
+            const skipCiLabels = labels
+              .filter(label => label.name.startsWith('skip-ci:'))
+              .map(label => label.name);
+
+            console.log('Found skip-ci labels:', skipCiLabels);
+            core.setOutput('skip-ci-labels', JSON.stringify(skipCiLabels));
+            core.setOutput('has-skip-ci-labels', skipCiLabels.length > 0 ? 'true' : 'false');
+
+      - name: Remove skip-ci labels
+        if: steps.get-labels.outputs.has-skip-ci-labels == 'true'
+        uses: actions/github-script@v7
+        with:
+          github-token: ${{ secrets.GITHUB_TOKEN }}
+          script: |
+            const skipCiLabels = JSON.parse('${{ steps.get-labels.outputs.skip-ci-labels }}');
+
+            for (const label of skipCiLabels) {
+              console.log(`Removing label: ${label}`);
+              await github.rest.issues.removeLabel({
+                owner: context.repo.owner,
+                repo: context.repo.repo,
+                issue_number: context.issue.number,
+                name: label
+              });
+            }
+
+            console.log(`Successfully removed ${skipCiLabels.length} skip-ci label(s)`);