fix(scheduler): quiet cold-start noise gates

scheduler.py

@@ -60,6 +60,31 @@ def _save_stats(task_name, data):
         logging.error(f"[Scheduler] [Stats] ❌ 無法儲存排程統計 | Task: {task_name} | Error: {e}")
 
 
+WHITEPAGE_MARKER_GROUPS = [
+    {
+        "label": "導航佈局",
+        "patterns": ("navbar", "momo-sidebar", "momo-topbar", "momo-layout", "login-card"),
+    },
+    {
+        "label": "系統識別",
+        "patterns": ("MOMO 價格監控系統", "EwoooC", "WOOO TECH", "商品看板", "價格監控"),
+    },
+    {
+        "label": "內容容器",
+        "patterns": ("card", "login-card", "momo-card", "container"),
+    },
+]
+
+
+def _missing_whitepage_markers(content):
+    """Return marker groups missing from a non-blank momo page."""
+    missing = []
+    for group in WHITEPAGE_MARKER_GROUPS:
+        if not any(pattern in content for pattern in group["patterns"]):
+            missing.append(group["label"])
+    return missing
+
+
 @contextmanager
 def managed_scraper_resources(window_size='1920,5000', debug=False, timeout=45, max_retries=2):
     """
@@ -1660,20 +1685,12 @@ def run_whitepage_check():
 
             # 4. 檢查關鍵元素是否存在
             content = response.text
-            required_elements = [
-                'navbar',  # 導航列
-                'MOMO 價格監控系統',  # 系統標題
-                'card'  # Bootstrap 卡片元素
-            ]
 
-            missing_elements = []
-            for element in required_elements:
-                if element not in content:
-                    missing_elements.append(element)
-
-            if missing_elements:
-                error_msg = f"缺少關鍵元素：{', '.join(missing_elements)}"
+            missing_markers = _missing_whitepage_markers(content)
+            if missing_markers:
+                error_msg = f"缺少關鍵元素：{', '.join(missing_markers)}"
                 logging.error(f"[Whitepage] [Check] ❌ {error_msg}")
+                logging.debug(f"[Whitepage] [Check] 📄 頁面內容片段: {content[:500]}...")
                 NotificationManager().send_whitepage_alert(target_url, error_msg)
                 _save_stats('whitepage_check', {"status": "Failed", "error": error_msg})
                 return

services/elephant_alpha_autonomous_engine.py

@@ -30,7 +30,7 @@ from typing import Dict, List, Any, Optional
 from sqlalchemy import text
 from services.logger_manager import SystemLogger
 from services.elephant_alpha_orchestrator import elephant_orchestrator, StrategicDecision
-from database.manager import get_session
+from database.manager import get_db_manager, get_session
 
 logger = SystemLogger("ElephantAlphaEngine").get_logger()
 
@@ -648,6 +648,7 @@ class ElephantAlphaAutonomousEngine:
             "generate_strategic_analysis",
             "generate_market_analysis",
             "generate_pricing_strategy",
+            "generate_resource_optimization_strategy",
             "weekly_strategy",
             "meta_analysis",
             "strategic_analysis",
@@ -685,7 +686,10 @@ class ElephantAlphaAutonomousEngine:
     # ---- Sub-services ----
     async def _hermes_analyze(self) -> Any:
         from services.hermes_analyst_service import HermesAnalystService
-        return await self._run_with_timeout(HermesAnalystService().run, timeout=SSH_COMMAND_TIMEOUT)
+        return await self._run_with_timeout(
+            HermesAnalystService(engine=get_db_manager().engine).run,
+            timeout=SSH_COMMAND_TIMEOUT,
+        )
 
     async def _fetch_hermes_threats_summary(self, top_n: int = 5) -> Optional[List[str]]:
         """A' 軌：HITL escalation 前 pre-fetch Hermes 具體威脅清單，

tests/test_elephant_alpha_engine.py

@@ -63,6 +63,19 @@ def test_execute_step_routes_price_adjustment_to_human_review(monkeypatch):
     assert calls[0]["parameters"]["recommended_price"] == 1280
 
 
+def test_execute_step_skips_legacy_openclaw_resource_strategy():
+    from services.elephant_alpha_autonomous_engine import ElephantAlphaAutonomousEngine
+
+    engine = ElephantAlphaAutonomousEngine()
+
+    result = asyncio.run(engine._execute_step({
+        "agent": "openclaw",
+        "action": "generate_resource_optimization_strategy",
+    }))
+
+    assert result is None
+
+
 def test_autoheal_derives_python_exception_from_traceback():
     from services.auto_heal_service import AutoHealService
 

tests/test_scheduler_whitepage_markers.py

@@ -0,0 +1,22 @@
+from scheduler import _missing_whitepage_markers
+
+
+def test_whitepage_markers_accept_current_ewoooc_shell():
+    html = """
+    <html>
+      <body>
+        <aside class="momo-sidebar"></aside>
+        <main class="momo-layout">
+          <section class="momo-card">EwoooC 商品看板</section>
+        </main>
+      </body>
+    </html>
+    """
+
+    assert _missing_whitepage_markers(html) == []
+
+
+def test_whitepage_markers_keep_blank_page_failing():
+    html = "<html><body><main></main></body></html>"
+
+    assert _missing_whitepage_markers(html) == ["導航佈局", "系統識別", "內容容器"]