diff --git a/AGENT-EXECUTION.md b/AGENT-EXECUTION.md
index 502cc4c0..03943637 100644
--- a/AGENT-EXECUTION.md
+++ b/AGENT-EXECUTION.md
@@ -41,7 +41,9 @@ execution:
   max_attempts_per_profile: 3
 
 roles:
-  implementation: [cursor, antigravity, pi-glm, pi, codex]
+  # cursor 在 U1 单元已耗尽 4 次尝试：1 次传输中断、2 次终态 JSON 后附带尾文、1 次模型列表瞬时为空。
+  # 临时调整，交付前回退。
+  implementation: [antigravity, pi-glm, pi, cursor, codex]
   repair: [cursor, antigravity, pi-glm, pi, codex]
   test: [pi-glm, pi, antigravity, cursor, codex]
   review: [pi-glm, pi, antigravity, cursor, codex]