diff --git a/.github/pr-badge.yml b/.github/pr-badge.yml
index bac3441b8..be8acfc02 100644
--- a/.github/pr-badge.yml
+++ b/.github/pr-badge.yml
@@ -3,7 +3,7 @@
   color: "green"
 
 - label: "Preview"
-  message: "Closes%20#$prNumber"
+  message: "Closes #$prNumber"
   color: "blue"
   url: "https://github.com/yaooqinn/kyuubi/pull/$prNumber"
 
@@ -22,7 +22,7 @@
 - label: "Missing"
   message: "Target Issue"
   color: "#ff0000"
-  when: "$payload.pull_request.body.includes('Fixes #') === false"
+  when: "$payload.pull_request.title.includes('[KYUUBI #') === false"
 
 - label: "Missing"
   message: "Test Plan"
@@ -40,3 +40,7 @@
 - label: "Label"
   message: "Doc"
   when: "$labels.includes('document')"
+
+- label: "Label"
+  message: "Test"
+  when: "$labels.includes('test')"