feat(all): 源精度命名体系、工作流可观测台、节点停用管理与白名单归档

核心变更：

  1. GridAxisValue 源精度命名
     - 新增 GridAxisValue 类型，携带 f64 数值 + YAML 源书写文本（Deref 透明兼容算术）
     - config.rs 绕过 serde_yaml 归一化，逐 token 捕获轴值原文（logg: 5.0 → g5.0）
     - runner/executor/scheduler 全链路改用 DB TEXT 列权威 point_name，
       修复 REAL 列回读丢精度导致的 model_name 错配

  2. 工作流执行可观测台
     - 新增 stats/progress/points 三组 API（进度时间序列、经验速率 ETA、
       停滞预警、逐点明细分页、收敛性热力图数据）
     - 新增 workflow_progress_snapshots 表 + tasks/grid_points 耗时列
     - runner 携带 last_iter/worst_depth/n_depths 进 conv.json
     - 前端新增 hash 路由、工作流详情页（概览/网格点/收敛分析三 Tab）、YAML 编辑器

  3. 节点停用/启用管理
     - 新增 disabled 状态 + disable/enable API；停用节点保持心跳但停止分发，
       worker 空闲待命而非退出；移除 revoke API，token 失效统一走重发覆盖；
       移除 host_name 字段

  4. 白名单结果归档
     - 新增 result_filter 模块，只归档有语义产物，丢弃 Tlusty 中间单元（~2MB/模型）
     - executor 原子写入归档 + 200 点 LRU 上限

  5. 历史数据导入
     - sync_seeds 重写为 import_results：经 /admin/import_seed 标记 converged +
       按新版命名迁移产物树

  6. 部署与目录重规划
     - data/results→seeds、data/archive→result + migrate_data_dirs.sh
     - deploy.sh 增强（SSH 复用、Profile、远程 env）；Dockerfile 瘦身

  7. 文档同步更新 api/database/architecture/deployment

dashboard/src/components/workflows.js

@@ -10,12 +10,12 @@ export function renderWorkflowsSkeleton() {
     <div class="workflow-card skeleton-card">
       <div class="workflow-header">
         <div>
-          <div class="skeleton-shimmer skeleton-title" style="width: 140px; height: 18px; margin-bottom: 8px;"></div>
-          <div class="skeleton-shimmer skeleton-text" style="width: 220px; height: 14px;"></div>
+          <div class="skeleton-shimmer skeleton-w-140 skeleton-h-18"></div>
+          <div class="skeleton-shimmer skeleton-w-220 skeleton-h-14"></div>
         </div>
         <div class="skeleton-shimmer skeleton-badge"></div>
       </div>
-      <div class="workflow-actions" style="margin-top: 16px;">
+      <div class="workflow-actions wf-actions-mt">
         <div class="skeleton-shimmer skeleton-btn"></div>
         <div class="skeleton-shimmer skeleton-btn"></div>
       </div>
@@ -33,11 +33,23 @@ export function renderWorkflows(workflows) {
 
   if (!workflows || workflows.length === 0) {
     if (wfSub) wfSub.textContent = '暂无已注册工作流';
-    container.innerHTML = `
-      <div class="empty-cell">
-        暂无预置工作流。可点击右上角「创建工作流」按钮快速注册。
+    const emptyHtml = `
+      <div class="empty-state-box">
+        <svg class="empty-state-icon" width="36" height="36" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5">
+          <polygon points="12 2 2 7 12 12 22 7 12 2"/>
+          <polyline points="2 17 12 22 22 17"/>
+          <polyline points="2 12 12 17 22 12"/>
+        </svg>
+        <p>暂无恒星大气网格工作流配置</p>
+        <button type="button" class="btn btn-primary btn-sm" data-wf-action="create-first">
+          <svg width="14" height="14" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2"><line x1="12" y1="5" x2="12" y2="19"/><line x1="5" y1="12" x2="19" y2="12"/></svg>
+          注册第一个工作流
+        </button>
       </div>
     `;
+    if (container.innerHTML.trim() !== emptyHtml.trim()) {
+      container.innerHTML = emptyHtml;
+    }
     return;
   }
 
@@ -46,23 +58,57 @@ export function renderWorkflows(workflows) {
     wfSub.textContent = runningCount > 0 ? `${runningCount} 个工作流运行中` : '集群待命';
   }
 
-  const html = workflows.map(wf => {
-    let statusCn = '闲置 (Idle)';
+  const existingCards = new Map();
+  container.querySelectorAll('.workflow-card[data-wf-card-name]').forEach(card => {
+    existingCards.set(card.getAttribute('data-wf-card-name'), card);
+  });
+
+  if (container.querySelector('.skeleton-card, .empty-cell')) {
+    container.innerHTML = '';
+    existingCards.clear();
+  }
+
+  const updatedCards = [];
+
+  workflows.forEach(wf => {
+    // 状态徽章全映射：后端可发 idle/initializing/running/paused/completed
+    let statusCn = '闲置';
     let statusClass = 'secondary';
     if (wf.status === 'running') {
-      statusCn = '运行中 (Running)';
+      statusCn = '运行中';
       statusClass = 'online';
     } else if (wf.status === 'completed') {
-      statusCn = '已完成 (Completed)';
-      statusClass = 'online';
+      statusCn = '已完成';
+      statusClass = 'completed';
+    } else if (wf.status === 'initializing') {
+      statusCn = '初始化中';
+      statusClass = 'warning';
+    } else if (wf.status === 'paused') {
+      statusCn = '已暂停';
+      statusClass = 'secondary';
     }
 
     const name = escapeHtml(wf.name);
+    const href = `#/workflows/${encodeURIComponent(wf.name)}`;
     const desc = escapeHtml(wf.description || '无描述');
     const isRunning = wf.status === 'running';
 
-    return `
-      <div class="workflow-card">
+    // 内联进度（来自列表接口内联 stats；未启动的工作流 stats=null → 不渲染）
+    const s = wf.stats;
+    let progressHtml = '';
+    if (s && s.total > 0) {
+      const pct = Math.min(100, Math.max(0, Math.round((s.converged / s.total) * 100)));
+      progressHtml = `
+      <div class="wf-card-progress">
+        <div class="progress-bar-track" aria-hidden="true">
+          <div class="progress-bar-fill progress-fill-emerald" style="width: ${pct}%"></div>
+        </div>
+        <span class="wf-card-counts tabular-num">${s.converged}/${s.total} 收敛 · ${s.seed_step_converged} 种子步进 · ${s.failed} 失败 · ${s.running} 运行</span>
+      </div>`;
+    }
+
+    const cardInnerHtml = `
+      <a class="wf-card-link" href="${href}" title="进入工作流详情">
         <div class="workflow-header">
           <div>
             <h3 class="workflow-name">${name}</h3>
@@ -70,26 +116,45 @@ export function renderWorkflows(workflows) {
           </div>
           <span class="status-badge ${statusClass}">${statusCn}</span>
         </div>
-        <div class="workflow-actions">
-          <button class="btn btn-secondary btn-sm" data-wf-action="view" data-wf-name="${name}">
-            <svg width="12" height="12" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2"><path d="M14 2H6a2 2 0 0 0-2 2v16a2 2 0 0 0 2 2h12a2 2 0 0 0 2-2V8z"/><polyline points="14 2 14 8 20 8"/></svg>
-            查看 YAML
-          </button>
-          ${
-            isRunning
-              ? `<button class="btn btn-secondary btn-sm" data-wf-action="stop" data-wf-name="${name}"><svg width="12" height="12" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2"><rect x="6" y="4" width="4" height="16"/><rect x="14" y="4" width="4" height="16"/></svg> 暂停</button>`
-              : `<button class="btn btn-primary btn-sm" data-wf-action="start" data-wf-name="${name}"><svg width="12" height="12" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2"><polygon points="5 3 19 12 5 21 5 3"/></svg> 启动</button>`
-          }
-          <button class="btn btn-danger btn-sm" data-wf-action="delete" data-wf-name="${name}">
-            <svg width="12" height="12" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2"><polyline points="3 6 5 6 21 6"/><path d="M19 6v14a2 2 0 0 1-2 2H7a2 2 0 0 1-2-2V6m3 0V4a2 2 0 0 1 2-2h4a2 2 0 0 1 2 2v2"/></svg>
-            删除
-          </button>
-        </div>
+        ${progressHtml}
+      </a>
+      <div class="workflow-actions">
+        <button class="btn btn-secondary btn-sm" data-wf-action="view" data-wf-name="${name}">
+          <svg width="12" height="12" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2"><path d="M14 2H6a2 2 0 0 0-2 2v16a2 2 0 0 0 2 2h12a2 2 0 0 0 2-2V8z"/><polyline points="14 2 14 8 20 8"/><path d="m16 13-2 2 2 2"/><path d="m8 13 2 2-2 2"/></svg>
+          YAML 配置
+        </button>
+        ${
+          isRunning
+            ? `<button class="btn btn-secondary btn-sm" data-wf-action="stop" data-wf-name="${name}"><svg width="12" height="12" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2"><rect x="6" y="4" width="4" height="16"/><rect x="14" y="4" width="4" height="16"/></svg> 暂停</button>`
+            : `<button class="btn btn-primary btn-sm" data-wf-action="start" data-wf-name="${name}"><svg width="12" height="12" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2"><polygon points="5 3 19 12 5 21 5 3"/></svg> 启动</button>`
+        }
+        <button class="btn btn-danger btn-sm" data-wf-action="delete" data-wf-name="${name}">
+          <svg width="12" height="12" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2"><polyline points="3 6 5 6 21 6"/><path d="M19 6v14a2 2 0 0 1-2 2H7a2 2 0 0 1-2-2V6m3 0V4a2 2 0 0 1 2-2h4a2 2 0 0 1 2 2v2"/></svg>
+          删除
+        </button>
       </div>
     `;
-  }).join('');
 
-  if (container.innerHTML.trim() !== html.trim()) {
-    container.innerHTML = html;
-  }
+    let card = existingCards.get(name);
+    if (card) {
+      if (card.innerHTML.trim() !== cardInnerHtml.trim()) {
+        card.innerHTML = cardInnerHtml;
+      }
+      existingCards.delete(name);
+    } else {
+      card = document.createElement('div');
+      card.className = 'workflow-card';
+      card.setAttribute('data-wf-card-name', name);
+      card.innerHTML = cardInnerHtml;
+    }
+    updatedCards.push(card);
+  });
+
+  existingCards.forEach(card => card.remove());
+
+  updatedCards.forEach((card, idx) => {
+    if (container.children[idx] !== card) {
+      container.insertBefore(card, container.children[idx] || null);
+    }
+  });
 }