diff --git a/.github/brain/memory.json b/.github/brain/memory.json
index ed5a5638..bd5a101f 100644
--- a/.github/brain/memory.json
+++ b/.github/brain/memory.json
@@ -68,18 +68,6 @@
     "syslog_processed": 15
   },
   "events": [
-    {
-      "date": "2026-03-15",
-      "type": "psp_inspection",
-      "description": "铸渊 PSP 巡检完成 · 发现 6 个问题 · 自动修复 0 项",
-      "by": "铸渊PSP巡检"
-    },
-    {
-      "date": "2026-03-14",
-      "type": "psp_inspection",
-      "description": "铸渊 PSP 巡检通过 · 全部检查项 ✅",
-      "by": "铸渊PSP巡检"
-    },
     {
       "date": "2026-03-13",
       "type": "bug_fix",
@@ -563,11 +551,25 @@
       "actor": "qinfendebingshuo",
       "ref": "refs/heads/main",
       "run_id": "23429568812"
+    },
+    {
+      "type": "daily_agent_inspection",
+      "timestamp": "2026-03-23T14:50:42.420Z",
+      "description": "铸渊巡检Agent · ✅4 ⚠️2 ❌0 · 1个问题",
+      "result": "warnings",
+      "checks": 6,
+      "passed": 4,
+      "warnings": 2,
+      "failed": 0,
+      "issues_detail": [
+        "CI 有 1 个失败工作流"
+      ],
+      "actions_suggested": []
     }
   ],
   "last_agent_inspection": {
-    "timestamp": "2026-03-22T14:21:33.105Z",
+    "timestamp": "2026-03-23T14:50:42.420Z",
     "result": "warnings",
     "summary": "铸渊巡检Agent · ✅4 ⚠️2 ❌0 · 1个问题"
   }
-}
+}
\ No newline at end of file