diff --git a/deploy/profile-scripts/fix_gateway_port.py b/deploy/profile-scripts/fix_gateway_port.py
index 2d7b0996..283cc1b7 100644
--- a/deploy/profile-scripts/fix_gateway_port.py
+++ b/deploy/profile-scripts/fix_gateway_port.py
@@ -21,33 +21,26 @@ def port_open(port, host="127.0.0.1"):
         s.close()
 
 def check_session_health():
-    """调gateway API，检测session是否卡死。超过15s无响应→不健康"""
+    """检测 gateway LLM 是否可用——扫 agent.log 最近一次真实调用结果。
+    不再发真实 LLM ping（25s 超时对 20-100s 的冷启动延迟必误报，且每次白烧 22k token）。
+    """
     try:
-        payload = json.dumps({
-            "model": "hermes-agent",
-            "messages": [{"role": "user", "content": "ping"}]
-        }).encode()
-        req = urllib.request.Request(GATEWAY_URL, data=payload, method="POST")
-        req.add_header("Content-Type", "application/json")
-        req.add_header("Authorization", f"Bearer {API_KEY}")
-        req.add_header("X-Hermes-Session-Id", SESSION_ID)
-        t0 = time.time()
-        with urllib.request.urlopen(req, timeout=25) as r:
-            data = json.loads(r.read())
-            reply = data.get("choices", [{}])[0].get("message", {}).get("content", "")
-            elapsed = time.time() - t0
-            if reply:
-                print(f"Session {SESSION_ID} 健康 ✓ ({elapsed:.1f}s)")
-                return True
-            else:
-                print(f"Session {SESSION_ID} 返回空", file=sys.stderr)
-                return False
-    except urllib.request.HTTPError as e:
-        print(f"Session {SESSION_ID} HTTP错误: {e.code}", file=sys.stderr)
-        return False
+        sys.path.insert(0, '/home/hmo/MoFin')
+        from xmpp_logger import _scan_agent_log
+        r = _scan_agent_log(time.time(), "zhiwei")
+        if r["status"] == "ok":
+            print(f"Session {SESSION_ID} 健康 ✓ (agent.log: latency={r.get('latency')}, {r.get('age_sec')}s前)")
+            return True
+        # error/unknown：只有近期有明确失败记录才判不健康
+        if r["status"] == "error":
+            print(f"Session {SESSION_ID} 不健康: agent.log 最近调用失败 — {r.get('error','')[:100]}", file=sys.stderr)
+            return False
+        # unknown（无近期调用记录）= 空闲，不算不健康
+        print(f"Session {SESSION_ID} 无近期调用记录（空闲正常）")
+        return True
     except Exception as e:
-        print(f"Session {SESSION_ID} 不健康: {e}", file=sys.stderr)
-        return False
+        print(f"Session {SESSION_ID} 健康检查异常: {e}（按健康处理）", file=sys.stderr)
+        return True
 
 def restart_gateway():
     """通过systemd重启gateway"""
diff --git a/scripts/check_error_freshness.py b/scripts/check_error_freshness.py
new file mode 100644
index 00000000..16bce7f8
--- /dev/null
+++ b/scripts/check_error_freshness.py
@@ -0,0 +1,25 @@
+import json
+from datetime import datetime
+
+print('=== pa profile error jobs ===')
+d = json.load(open('/home/hmo/.hermes/profiles/position-analyst/cron/jobs.json'))
+jobs = d if isinstance(d, list) else d.get('jobs', [])
+for j in jobs:
+    if j.get('last_status') == 'error':
+        lr = str(j.get('last_run_at') or '?')[:19]
+        err = str(j.get('last_error') or '')[:120].replace('\n', ' ')
+        print(f"{j.get('name')} | last={lr} | {err}")
+
+print()
+print('=== default profile error jobs ===')
+d2 = json.load(open('/home/hmo/.hermes/cron/jobs.json'))
+jobs2 = d2 if isinstance(d2, list) else d2.get('jobs', [])
+for j in jobs2:
+    if j.get('last_status') == 'error':
+        lr = str(j.get('last_run_at') or '?')[:19]
+        err = str(j.get('last_error') or '')[:120].replace('\n', ' ')
+        print(f"{j.get('name')} | last={lr} | {err}")
+
+print()
+print('当前时间:', datetime.now().strftime('%Y-%m-%d %H:%M'))
+print('硬链接修复时间: 2026-07-20 00:53 (周一凌晨)')
\ No newline at end of file
diff --git a/scripts/check_triggered.py b/scripts/check_triggered.py
new file mode 100644
index 00000000..da759fbf
--- /dev/null
+++ b/scripts/check_triggered.py
@@ -0,0 +1,8 @@
+import json
+d = json.load(open('/home/hmo/.hermes/profiles/position-analyst/cron/jobs.json'))
+jobs = d if isinstance(d, list) else d.get('jobs', [])
+targets = ['策略评估-每周', '建议对账-每周', '数据治理-每周', '跨市场背离检测-周末',
+           '自选股自动重评-周末', 'state.db真空整理-每周', 'Gateway看门狗-知微']
+for j in jobs:
+    if j.get('name') in targets:
+        print(f"{j['name']}: status={j.get('last_status')} last={str(j.get('last_run_at'))[:19]} err={str(j.get('last_error'))[:90]}")
\ No newline at end of file
diff --git a/scripts/trigger_weekend_jobs.py b/scripts/trigger_weekend_jobs.py
new file mode 100644
index 00000000..8feaae19
--- /dev/null
+++ b/scripts/trigger_weekend_jobs.py
@@ -0,0 +1,15 @@
+import json, subprocess
+
+d = json.load(open('/home/hmo/.hermes/profiles/position-analyst/cron/jobs.json'))
+jobs = d if isinstance(d, list) else d.get('jobs', [])
+targets = ['策略评估-每周', '建议对账-每周', '数据治理-每周',
+           '跨市场背离检测-周末', '自选股自动重评-周末', 'state.db真空整理-每周']
+for j in jobs:
+    if j.get('name') in targets:
+        jid = j.get('id')
+        print(f"triggering: {j['name']} (id={jid})")
+        r = subprocess.run(['/home/hmo/hermes-agent/.venv/bin/python', '-m', 'hermes_cli.main',
+                            '-p', 'position-analyst', 'cron', 'run', jid],
+                           capture_output=True, text=True, timeout=30)
+        out = (r.stdout + r.stderr).strip()[:150]
+        print(f'  -> {out}')
\ No newline at end of file