fix(web,plugin): 前端审计修复 — 401 消除 + 统计卡片 crash + 销售漏斗 500 + antd 6 废弃 API

- API client: proactive token refresh（请求前 30s 检查过期，提前刷新避免 401）
- Plugin store: fetchPlugins promise 去重，防止 StrictMode 并发重复请求
- Home stats: 简化 useEffect 加载逻辑，修复 tagColor undefined crash
- PluginGraphPage: valueStyle → styles.content, Spin tip → description（antd 6）
- DashboardWidgets: trailColor → railColor（antd 6）
- data_service: build_scope_sql 参数索引修复（硬编码 $100 → 动态 values.len()+1）
- erp-core error: Internal 错误添加 tracing::error 日志输出

apps/web/src/pages/dashboard/DashboardWidgets.tsx

@@ -169,7 +169,7 @@ export function BreakdownCard({
                   percent={barPercent}
                   showInfo={false}
                   strokeColor={tagStrokeColor(color)}
-                  trailColor="var(--erp-border-light)"
+                  railColor="var(--erp-border-light)"
                   size="small"
                   style={{ marginBottom: 0 }}
                 />

apps/web/src/pages/dashboard/dashboardConstants.tsx

@@ -9,37 +9,25 @@ import {
   PieChartOutlined,
   LineChartOutlined,
   FunnelPlotOutlined,
+  AppstoreOutlined,
+  UserOutlined,
+  ShoppingOutlined,
+  FileTextOutlined,
+  DatabaseOutlined,
 } from '@ant-design/icons';
 
-// ── 色板配置 ──
+// ── 通用调色板 ──
 
-export const ENTITY_PALETTE: Record<string, { gradient: string; iconBg: string; tagColor: string }> = {
-  customer: {
-    gradient: 'linear-gradient(135deg, #4F46E5, #6366F1)',
-    iconBg: 'rgba(79, 70, 229, 0.12)',
-    tagColor: 'purple',
-  },
-  contact: {
-    gradient: 'linear-gradient(135deg, #059669, #10B981)',
-    iconBg: 'rgba(5, 150, 105, 0.12)',
-    tagColor: 'green',
-  },
-  communication: {
-    gradient: 'linear-gradient(135deg, #D97706, #F59E0B)',
-    iconBg: 'rgba(217, 119, 6, 0.12)',
-    tagColor: 'orange',
-  },
-  customer_tag: {
-    gradient: 'linear-gradient(135deg, #7C3AED, #A78BFA)',
-    iconBg: 'rgba(124, 58, 237, 0.12)',
-    tagColor: 'volcano',
-  },
-  customer_relationship: {
-    gradient: 'linear-gradient(135deg, #E11D48, #F43F5E)',
-    iconBg: 'rgba(225, 29, 72, 0.12)',
-    tagColor: 'red',
-  },
-};
+const UNIVERSAL_COLORS = [
+  { gradient: 'linear-gradient(135deg, #4F46E5, #6366F1)', iconBg: 'rgba(79, 70, 229, 0.12)', tagColor: 'purple' },
+  { gradient: 'linear-gradient(135deg, #059669, #10B981)', iconBg: 'rgba(5, 150, 105, 0.12)', tagColor: 'green' },
+  { gradient: 'linear-gradient(135deg, #D97706, #F59E0B)', iconBg: 'rgba(217, 119, 6, 0.12)', tagColor: 'orange' },
+  { gradient: 'linear-gradient(135deg, #7C3AED, #A78BFA)', iconBg: 'rgba(124, 58, 237, 0.12)', tagColor: 'volcano' },
+  { gradient: 'linear-gradient(135deg, #E11D48, #F43F5E)', iconBg: 'rgba(225, 29, 72, 0.12)', tagColor: 'red' },
+  { gradient: 'linear-gradient(135deg, #0891B2, #06B6D4)', iconBg: 'rgba(8, 145, 178, 0.12)', tagColor: 'cyan' },
+  { gradient: 'linear-gradient(135deg, #EA580C, #F97316)', iconBg: 'rgba(234, 88, 12, 0.12)', tagColor: 'orange' },
+  { gradient: 'linear-gradient(135deg, #DB2777, #EC4899)', iconBg: 'rgba(219, 39, 119, 0.12)', tagColor: 'magenta' },
+];
 
 export const DEFAULT_PALETTE = {
   gradient: 'linear-gradient(135deg, #2563EB, #3B82F6)',
@@ -52,16 +40,42 @@ export const TAG_COLORS = [
   'magenta', 'gold', 'lime', 'geekblue', 'volcano',
 ];
 
-// ── 图标映射 ──
+// ── 按实体顺序自动分配颜色 ──
 
-export const ENTITY_ICONS: Record<string, React.ReactNode> = {
-  customer: <TeamOutlined />,
-  contact: <TeamOutlined />,
-  communication: <PhoneOutlined />,
-  customer_tag: <TagsOutlined />,
-  customer_relationship: <RiseOutlined />,
+const paletteCache = new Map<string, { gradient: string; iconBg: string; tagColor: string }>();
+
+export function getEntityPalette(entityName: string, index: number) {
+  const cached = paletteCache.get(entityName);
+  if (cached) return cached;
+  const safeIndex = index >= 0 ? index : 0;
+  const palette = UNIVERSAL_COLORS[safeIndex % UNIVERSAL_COLORS.length];
+  paletteCache.set(entityName, palette);
+  return palette;
+}
+
+// ── 通用图标映射 ──
+
+const ICON_MAP: Record<string, React.ReactNode> = {
+  team: <TeamOutlined />,
+  user: <UserOutlined />,
+  users: <TeamOutlined />,
+  message: <PhoneOutlined />,
+  phone: <PhoneOutlined />,
+  tags: <TagsOutlined />,
+  tag: <TagsOutlined />,
+  apartment: <RiseOutlined />,
+  dashboard: <DashboardOutlined />,
+  shopping: <ShoppingOutlined />,
+  file: <FileTextOutlined />,
+  database: <DatabaseOutlined />,
+  appstore: <AppstoreOutlined />,
 };
 
+export function getEntityIcon(iconName?: string): React.ReactNode {
+  if (!iconName) return <AppstoreOutlined />;
+  return ICON_MAP[iconName.toLowerCase().replace('outlined', '')] ?? <AppstoreOutlined />;
+}
+
 export const WIDGET_ICON_MAP: Record<string, React.ReactNode> = {
   stat_card: <DashboardOutlined />,
   bar_chart: <BarChartOutlined />,