套用 AI surface benchmark golden signals

templates/admin/observability_overview.html

@@ -82,7 +82,8 @@
     line-height: 1.75;
   }
 
-  .obs-command-strip {
+  .obs-command-strip,
+  .obs-automation-strip {
     display: grid;
     grid-template-columns: repeat(4, minmax(0, 1fr));
     gap: 0.75rem;
@@ -384,6 +385,7 @@
 
   @media (max-width: 1180px) {
     .obs-command-strip,
+    .obs-automation-strip,
     .obs-route-map {
       grid-template-columns: repeat(2, minmax(0, 1fr));
     }
@@ -395,6 +397,7 @@
 
   @media (max-width: 720px) {
     .obs-command-strip,
+    .obs-automation-strip,
     .obs-route-map,
     .obs-metric-grid {
       grid-template-columns: 1fr;
@@ -425,6 +428,31 @@
       私有 AI 中樞的第一入口：模型主機、AI 呼叫、知識學習、工具編排、自癒、預算與 PPT 視覺審核收斂到同一張工作台。所有數字只讀正式資料來源；缺資料時呈現可診斷空狀態。
     </p>
 
+    <div class="obs-automation-strip" aria-label="AI 自動化狀態" data-benchmark-guardrail="golden-signals">
+      <div class="obs-signal" data-signal="automated-landing">
+        <div class="obs-signal-label">已自動落地</div>
+        <div class="obs-signal-value obs-status-good">已接入</div>
+        <div class="obs-signal-note">主機探測、AI 呼叫、自癒、預算與品質訊號已進總覽。</div>
+      </div>
+      <div class="obs-signal" data-signal="verified">
+        <div class="obs-signal-label">已驗證</div>
+        <div class="obs-signal-value {% if host_bad.value == 0 and (not ai or ai.error_rate < 15) %}obs-status-good{% else %}obs-status-warn{% endif %}">
+          {% if host_bad.value == 0 and (not ai or ai.error_rate < 15) %}正常{% else %}需追蹤{% endif %}
+        </div>
+        <div class="obs-signal-note">以正式資料回讀主機健康、錯誤率、成本與知識命中。</div>
+      </div>
+      <div class="obs-signal" data-signal="change-state">
+        <div class="obs-signal-label">異動狀態</div>
+        <div class="obs-signal-value {% if risk_count == 0 %}obs-status-good{% elif risk_count <= 2 %}obs-status-warn{% else %}obs-status-bad{% endif %}">{{ risk_count }}</div>
+        <div class="obs-signal-note">即時風險分層；詳細事件保留在各子頁。</div>
+      </div>
+      <div class="obs-signal" data-signal="next-machine-action">
+        <div class="obs-signal-label">下一步</div>
+        <div class="obs-signal-value">{% if risk_count == 0 %}維持監控{% else %}先處理風險{% endif %}</div>
+        <div class="obs-signal-note">{% if risk_count == 0 %}持續觀察健康、成本與自癒訊號。{% else %}依風險數進入主機、預算、呼叫或知識頁。{% endif %}</div>
+      </div>
+    </div>
+
     <div class="obs-command-strip">
       <div class="obs-signal">
         <div class="obs-signal-label">即時風險</div>
@@ -609,7 +637,7 @@
       <div class="obs-section-eyebrow">知識品質</div>
       <h3>知識與品質</h3>
       <div class="obs-route-list">
-        <a class="obs-route-card" href="/observability/promotion_review"><span class="obs-route-icon"><i class="fas fa-brain"></i></span><span><span class="obs-route-title">知識晉升審核</span><span class="obs-route-desc">晉升守門與人工審核。</span></span><span class="obs-route-code">07</span></a>
+        <a class="obs-route-card" href="/observability/promotion_review"><span class="obs-route-icon"><i class="fas fa-brain"></i></span><span><span class="obs-route-title">知識晉升審核</span><span class="obs-route-desc">晉升守門與 AI 例外決策。</span></span><span class="obs-route-code">07</span></a>
         <a class="obs-route-card" href="/observability/rag_queries"><span class="obs-route-icon"><i class="fas fa-magnifying-glass-chart"></i></span><span><span class="obs-route-title">知識召回詳情</span><span class="obs-route-desc">查詢命中、節省呼叫、反饋追蹤。</span></span><span class="obs-route-code">08</span></a>
         <a class="obs-route-card" href="/observability/quality_trend"><span class="obs-route-icon"><i class="fas fa-comments"></i></span><span><span class="obs-route-title">反饋趨勢</span><span class="obs-route-desc">呼叫端品質、蒸餾池、根因建議。</span></span><span class="obs-route-code">09</span></a>
         <a class="obs-route-card" href="/observability/ppt_audit_history"><span class="obs-route-icon"><i class="fas fa-search"></i></span><span><span class="obs-route-title">PPT 視覺審核</span><span class="obs-route-desc">PPT 審核、修法建議、修復流程。</span></span><span class="obs-route-code">10</span></a>