diff --git a/admin/dashboard/templates/index.html b/admin/dashboard/templates/index.html
index ca637f0..72d4c2b 100644
--- a/admin/dashboard/templates/index.html
+++ b/admin/dashboard/templates/index.html
@@ -146,6 +146,13 @@
                                 {% raw %}{{ getHealthStatusText(card.status) }}{% endraw %}
                             </span>
                         </div>
+                        <button
+                            v-if="card.actionPath"
+                            type="button"
+                            class="health-item__action"
+                            @click="openHealthDetail(card.actionPath)">
+                            {% raw %}{{ card.actionLabel || '查看详情' }}{% endraw %}
+                        </button>
                         <div class="health-item__value">{% raw %}{{ card.value }}{% endraw %}</div>
                         <div class="health-item__summary">{% raw %}{{ card.summary }}{% endraw %}</div>
                         <div v-if="card.serviceBlocks && card.serviceBlocks.length" class="health-service-grid">
@@ -534,7 +541,9 @@
                         value: `${this.countHealthyInfrastructureServices(infrastructure)} / 2`,
                         summary: infrastructure.summary || '暂无状态',
                         serviceBlocks: this.buildInfrastructureServiceBlocks(infrastructure),
-                        extra: '首页展示的是服务摘要；如果后续要做更深入的运维排查，再单独拆详细页会更合适。'
+                        extra: '首页展示的是服务摘要；如果后续要做更深入的运维排查，再单独拆详细页会更合适。',
+                        actionLabel: '系统状态',
+                        actionPath: '/system_status'
                     },
                     {
                         key: 'ai_runtime',
@@ -545,7 +554,9 @@
                             : `${aiRuntime.scene_count || 0} 个场景`,
                         summary: aiRuntime.summary || '暂无状态',
                         serviceBlocks: this.buildAiRuntimeServiceBlocks(aiRuntime),
-                        extra: this.buildAiRuntimeExtra(aiRuntime)
+                        extra: this.buildAiRuntimeExtra(aiRuntime),
+                        actionLabel: 'LLM详情',
+                        actionPath: '/system_llm'
                     },
                     {
                         key: 'scheduler',
@@ -554,7 +565,9 @@
                         value: `${scheduler.enabled_jobs || 0} / ${scheduler.total_jobs || 0}`,
                         summary: scheduler.summary || '暂无状态',
                         serviceBlocks: this.buildSchedulerServiceBlocks(scheduler),
-                        extra: this.buildSchedulerExtra(scheduler)
+                        extra: this.buildSchedulerExtra(scheduler),
+                        actionLabel: '任务中心',
+                        actionPath: '/system_jobs'
                     }
                 ];
             }
@@ -584,6 +597,13 @@
                 this.loadSystemInfo();
                 this.loadSystemHealth();
             },
+            openHealthDetail(path) {
+                // 健康卡片统一走这里做详情跳转，避免模板层分散路由字符串，后续改版时维护成本更低。
+                if (!path) {
+                    return;
+                }
+                window.location.href = path;
+            },
             loadSystemInfo() {
                 axios.get('/api/system_info')
                     .then(response => {
@@ -1507,6 +1527,8 @@
         border: 1px solid rgba(148, 163, 184, 0.14);
         background: linear-gradient(180deg, rgba(255,255,255,0.98), rgba(248,250,252,0.88));
         min-height: 156px;
+        display: flex;
+        flex-direction: column;
     }
 
     .health-item--healthy {
@@ -1575,9 +1597,31 @@
         color: #475569;
     }
 
+    .health-item__action {
+        align-self: flex-start;
+        margin: -4px 0 12px;
+        padding: 6px 10px;
+        border-radius: 999px;
+        border: 1px solid rgba(148, 163, 184, 0.18);
+        background: rgba(255, 255, 255, 0.92);
+        color: #475569;
+        font-size: 11px;
+        font-weight: 700;
+        cursor: pointer;
+        transition: all .18s ease;
+    }
+
+    .health-item__action:hover {
+        color: #1d4ed8;
+        border-color: rgba(59, 130, 246, 0.22);
+        background: rgba(59, 130, 246, 0.08);
+    }
+
     .health-service-grid {
         display: grid;
         grid-template-columns: repeat(2, minmax(0, 1fr));
+        /* 同一张卡片内的服务面板按等高网格排列，避免信息多少不同导致页面右侧出现明显错层。 */
+        grid-auto-rows: 1fr;
         gap: 12px;
         margin-top: 16px;
     }
@@ -1587,6 +1631,10 @@
         border-radius: 16px;
         border: 1px solid rgba(148, 163, 184, 0.14);
         background: rgba(248, 250, 252, 0.72);
+        /* 纵向弹性布局可以让摘要自然占位，指标区稳定贴底，三类健康卡片的视觉节奏会更统一。 */
+        display: flex;
+        flex-direction: column;
+        height: 100%;
     }
 
     .health-service-panel--healthy {
@@ -1790,6 +1838,8 @@
         display: grid;
         grid-template-columns: repeat(2, minmax(0, 1fr));
         gap: 10px 12px;
+        /* 指标区放到底部，服务名称、状态说明与关键指标之间能自动拉开间距。 */
+        margin-top: auto;
     }
 
     .health-service-metric {