diff --git a/.github/workflows/generate-swagger.yaml b/.github/workflows/generate-swagger.yaml
index f68ad7bd..4627fba8 100644
--- a/.github/workflows/generate-swagger.yaml
+++ b/.github/workflows/generate-swagger.yaml
@@ -49,15 +49,13 @@ jobs:
         permissions:
             contents: write
         if: ${{ needs.changes.outputs.proto == 'true' }}
+        container: ghcr.io/cosmos/proto-builder:0.14.0
+
         steps:
             - uses: actions/checkout@v3
-            - name: Setup Docker Buildx
-              uses: docker/setup-buildx-action@v2
-              
             - name: Generate Swagger File
               run: |
-                git config --global --add safe.directory /workspace
-                make proto-swagger-gen 
+                sh ./scripts/protoc-swagger-gen.sh
 
             - name: Commit Changes
               uses: stefanzweifel/git-auto-commit-action@v5