diff --git a/.github/workflows/ticket-refinement.yaml b/.github/workflows/ticket-refinement.yaml
new file mode 100644
index 0000000..b89c0d5
--- /dev/null
+++ b/.github/workflows/ticket-refinement.yaml
@@ -0,0 +1,26 @@
+name: Ticket refinement
+
+on:
+  issues:
+    types: [labeled]
+jobs:
+  format:
+    runs-on: ubuntu-latest
+    container: node:22
+    steps:
+      - name: Fetch code
+        run: |
+          git clone "$(echo ${{github.server_url}}/${{github.repository}}.git | sed s%://%://${{github.token}}@% )" .
+          git checkout ${{ github.event.repository.default_branch }}
+
+      - name: Run AI Formatter
+        run: npx -y -p @ztimson/ai-agents@latest refine
+        env:
+          AI_HOST: anthropic
+          AI_MODEL: claude-sonnet-4-5
+          AI_TOKEN: ${{ secrets.ANTHROPIC_TOKEN }}
+          GIT_HOST: ${{ github.server_url }}
+          GIT_OWNER: ${{ github.repository_owner }}
+          GIT_REPO: ${{ github.event.repository.name }}
+          GIT_TOKEN: ${{ secrets.ASSISTANT_TOKEN }}
+          TICKET: ${{ github.event.issue.number }}