diff --git a/gateway/scripts/dashboard.py b/gateway/scripts/dashboard.py
index fb02e75..90df577 100644
--- a/gateway/scripts/dashboard.py
+++ b/gateway/scripts/dashboard.py
@@ -613,7 +613,7 @@ def _augment_wechat_status(entry):
         r = subprocess.run(["tail", "-200", webhook_log],
                           capture_output=True, text=True, timeout=5)
         lines = r.stdout.strip().split("\n") if r.stdout else []
-        last_ok, last_err, last_login = None, None, None
+        last_ok, last_err, last_login, last_logout = None, None, None, None
         for line in reversed(lines):
             ts_match = re.match(r"^(\d{4}-\d{2}-\d{2} \d{2}:\d{2}:\d{2})", line)
             ts = ts_match.group(1) if ts_match else None
@@ -621,17 +621,32 @@ def _augment_wechat_status(entry):
                 last_ok = ts
             elif "WeChat send error" in line and ts and not last_err:
                 last_err = ts
-            if "system_event_login" in line and ts and not last_login:
-                last_login = ts
-            if last_ok and last_err and last_login:
+            if last_ok and last_err:
                 break
+        # Login/logout events: search full log (not just tail -200)
+        try:
+            for ev, key in (("system_event_logout", "last_logout"), ("system_event_login", "last_login")):
+                er = subprocess.run(["grep", ev, webhook_log],
+                                   capture_output=True, text=True, timeout=5)
+                ev_lines = [l for l in er.stdout.strip().split("\n") if l.strip()]
+                if ev_lines:
+                    m = re.match(r"^(\d{4}-\d{2}-\d{2} \d{2}:\d{2}:\d{2})", ev_lines[-1])
+                    if m:
+                        if key == "last_login":
+                            last_login = m.group(1)
+                        else:
+                            last_logout = m.group(1)
+        except Exception:
+            pass
 
-        ok_dt = err_dt = None
+        ok_dt = err_dt = logout_dt = None
         if last_ok:
             ok_dt = datetime.strptime(last_ok, "%Y-%m-%d %H:%M:%S")
             entry["session_age_hours"] = round((now - ok_dt).total_seconds() / 3600, 1)
         if last_err:
             err_dt = datetime.strptime(last_err, "%Y-%m-%d %H:%M:%S")
+        if last_logout:
+            logout_dt = datetime.strptime(last_logout, "%Y-%m-%d %H:%M:%S")
 
         # Check docker logs for recent login (catches fresh logins before webhook sees them)
         # Check webhook log for login event
@@ -642,7 +657,18 @@ def _augment_wechat_status(entry):
             except ValueError:
                 pass
         dlogin_dt = _docker_login_check()
-        if err_dt and login_dt and login_dt > err_dt:
+        # Logout is the most authoritative signal: if logout happened after the last login, session is dead
+        if logout_dt and login_dt and logout_dt > login_dt:
+            entry["login_ok"] = False
+            h = round((now - logout_dt).total_seconds() / 3600, 1)
+            entry["message"] = "已掉线" if h < 1 else f"已掉线 {h:.0f}h"
+            entry["status"] = "logged_out"
+        elif logout_dt and dlogin_dt and logout_dt > dlogin_dt:
+            entry["login_ok"] = False
+            h = round((now - logout_dt).total_seconds() / 3600, 1)
+            entry["message"] = "已掉线" if h < 1 else f"已掉线 {h:.0f}h"
+            entry["status"] = "logged_out"
+        elif err_dt and login_dt and login_dt > err_dt:
             entry["login_ok"] = True
             entry["session_age_hours"] = round((now - login_dt).total_seconds() / 3600, 1)
             h = entry["session_age_hours"]
@@ -1757,10 +1783,20 @@ def api_wechat_status():
                 result["last_ok_at"] = ts
             elif "WeChat send error" in line and ts and not result["last_err_at"]:
                 result["last_err_at"] = ts
-            if "system_event_login" in line and ts and not result.get("last_login_at"):
-                result["last_login_at"] = ts
-            if result["last_ok_at"] and result["last_err_at"] and result.get("last_login_at"):
+            if result["last_ok_at"] and result["last_err_at"]:
                 break
+        # Login/logout events: search full log (not just tail -200)
+        try:
+            for ev, key in (("system_event_logout", "last_logout_at"), ("system_event_login", "last_login_at")):
+                er = subprocess.run(["grep", ev, webhook_log],
+                                   capture_output=True, text=True, timeout=5)
+                ev_lines = [l for l in er.stdout.strip().split("\n") if l.strip()]
+                if ev_lines:
+                    m = re.match(r"^(\d{4}-\d{2}-\d{2} \d{2}:\d{2}:\d{2})", ev_lines[-1])
+                    if m:
+                        result[key] = m.group(1)
+        except Exception:
+            pass
     except Exception:
         pass
 
@@ -1772,12 +1808,14 @@ def api_wechat_status():
         except ValueError:
             pass
 
-    ok_dt = err_dt = None
+    ok_dt = err_dt = logout_dt = None
     try:
         if result["last_ok_at"]:
             ok_dt = datetime.strptime(result["last_ok_at"], "%Y-%m-%d %H:%M:%S")
         if result["last_err_at"]:
             err_dt = datetime.strptime(result["last_err_at"], "%Y-%m-%d %H:%M:%S")
+        if result.get("last_logout_at"):
+            logout_dt = datetime.strptime(result["last_logout_at"], "%Y-%m-%d %H:%M:%S")
     except ValueError:
         pass
 
@@ -1790,7 +1828,15 @@ def api_wechat_status():
             login_dt = datetime.strptime(result["last_login_at"], "%Y-%m-%d %H:%M:%S")
         except ValueError:
             pass
-    if err_dt and login_dt and login_dt > err_dt:
+    if logout_dt and login_dt and logout_dt > login_dt:
+        result["online"] = False
+        h = round((now - logout_dt).total_seconds() / 3600, 1)
+        result["message"] = "已掉线" if h < 1 else f"已掉线 {h:.0f}h 前"
+    elif logout_dt and dlogin_dt and logout_dt > dlogin_dt:
+        result["online"] = False
+        h = round((now - logout_dt).total_seconds() / 3600, 1)
+        result["message"] = "已掉线" if h < 1 else f"已掉线 {h:.0f}h 前"
+    elif err_dt and login_dt and login_dt > err_dt:
         result["online"] = True
         result["session_age_hours"] = round((now - login_dt).total_seconds() / 3600, 1)
         h = result["session_age_hours"]