diff --git a/.gitea/ai-review/exclusions.json b/.gitea/ai-review/exclusions.json
index d818757..d6ad4c4 100644
--- a/.gitea/ai-review/exclusions.json
+++ b/.gitea/ai-review/exclusions.json
@@ -218,5 +218,10 @@
     "role": "Maya",
     "location": "app/gitea.js",
     "suggestion": "filterDiff 的單元測試已在 gitea.test.js 補齊，涵蓋過濾 .gitea/、不誤過濾其他路徑、全部排除、空 diff 四種情境"
+  },
+  {
+    "role": "Leo",
+    "location": "TODO.md",
+    "suggestion": "TODO.md 的階段編號僅供內部開發追蹤，無外部文件引用，階段編號調整不影響任何外部一致性"
   }
 ]