diff --git a/.forgejo/workflows/code-quality.yml b/.forgejo/workflows/code-quality.yml
index 8ee6aa6..c51effe 100644
--- a/.forgejo/workflows/code-quality.yml
+++ b/.forgejo/workflows/code-quality.yml
@@ -15,7 +15,7 @@ jobs:
     
     steps:
       - name: Checkout code
-        uses: actions/checkout@v4
+        uses: https://code.forgejo.org/actions/checkout@v4
         with:
           fetch-depth: 0  # Full history for better analysis
           
diff --git a/.forgejo/workflows/dependency-review.yml b/.forgejo/workflows/dependency-review.yml
index 4481f9c..16df3ff 100644
--- a/.forgejo/workflows/dependency-review.yml
+++ b/.forgejo/workflows/dependency-review.yml
@@ -17,7 +17,7 @@ jobs:
     
     steps:
       - name: Checkout code
-        uses: actions/checkout@v4
+        uses: https://code.forgejo.org/actions/checkout@v4
         
       - name: Setup Node.js
         run: |
diff --git a/.forgejo/workflows/deploy-scripts.yml b/.forgejo/workflows/deploy-scripts.yml
index d577665..32b1d2d 100644
--- a/.forgejo/workflows/deploy-scripts.yml
+++ b/.forgejo/workflows/deploy-scripts.yml
@@ -18,10 +18,10 @@ jobs:
     
     steps:
       - name: Checkout code
-        uses: actions/checkout@v4
+        uses: https://code.forgejo.org/actions/checkout@v4
 
       - name: Configure AWS credentials using access keys
-        uses: aws-actions/configure-aws-credentials@v4
+        uses: https://code.forgejo.org/aws-actions/configure-aws-credentials@v4
         with:
           aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }}
           aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
@@ -89,10 +89,10 @@ jobs:
               # Push the new branch
               git push origin "$BRANCH_NAME"
               
-              # Create PR using GitHub CLI
-              gh pr create \
+              # Create PR using tea CLI
+              tea pr create \
                 --title "Update deployment URLs in README" \
-                --body "🤖 **Automated update from deployment workflow**
+                --description "🤖 **Automated update from deployment workflow**
               
               This PR updates the deployment URLs in README.md with the current S3 bucket URLs.
               
@@ -113,6 +113,4 @@ jobs:
               git commit -m "Update deployment URLs [skip ci]"
               git push
             fi
-          fi
-        env:
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
\ No newline at end of file
+          fi
\ No newline at end of file
diff --git a/.forgejo/workflows/pr-labeler.yml b/.forgejo/workflows/pr-labeler.yml
index 180e916..dc3fbf2 100644
--- a/.forgejo/workflows/pr-labeler.yml
+++ b/.forgejo/workflows/pr-labeler.yml
@@ -11,7 +11,7 @@ jobs:
     
     steps:
       - name: Checkout code
-        uses: actions/checkout@v4
+        uses: https://code.forgejo.org/actions/checkout@v4
         
       - name: Analyze and label PR
         run: |
diff --git a/.forgejo/workflows/release.yml b/.forgejo/workflows/release.yml
index 301d5e1..88ca6e4 100644
--- a/.forgejo/workflows/release.yml
+++ b/.forgejo/workflows/release.yml
@@ -12,7 +12,7 @@ jobs:
     
     steps:
       - name: Checkout code
-        uses: actions/checkout@v4
+        uses: https://code.forgejo.org/actions/checkout@v4
         with:
           fetch-depth: 0