diff --git a/frontend-web/src/lib/use-desensitize-subtree.ts b/frontend-web/src/lib/use-desensitize-subtree.ts
new file mode 100644
index 00000000..9ea04189
--- /dev/null
+++ b/frontend-web/src/lib/use-desensitize-subtree.ts
@@ -0,0 +1,70 @@
+/**
+ * 区域级脱敏 Hook —— 把某个容器（DOM 子树）里的**所有文本节点**做脱敏，
+ * 用于「左/右侧面板 + 顶部标题」这类需要整片脱敏的区域：静态标题、动态内容、
+ * 嵌套子组件文本一并覆盖，无需逐串包 `desensitize()`（那样易漏、难维护）。
+ *
+ * 用法：`const ref = useDesensitizeSubtree<HTMLDivElement>(); <section ref={ref}>…</section>`。
+ *
+ * 设计要点：
+ *  - 只读改文本节点（display-only），不碰 `<input>/<textarea>` 的 value、不改 React 状态/回传值；
+ *  - `desensitize` 幂等（替换词不再命中词表），MutationObserver 重入安全；改写前先 disconnect 防自触发循环；
+ *  - 想在区域内**保留原文**（如内嵌沙箱/消息列表），给该子树根加 `data-no-desensitize` 属性即可跳过。
+ *
+ * 注意：**不要**用它包「消息列表正文」或「沙箱产物预览」——这两处按需求保持原文，
+ * 应作为独立容器、不挂本 Hook（智能体名称的脱敏单独在 MessageBubble 的 senderName 处理）。
+ *
+ * 该 hook 最初位于 `roundtable-planning/lib/use-desensitize-subtree.ts`，因其属于通用脱敏基建
+ * （被 MAF 会商、业务链条等多模块共享）现抽到中性 `@/lib` 位置。旧路径保留 re-export 以零改动兼容。
+ */
+import { useEffect, useRef } from "react";
+
+import { desensitize } from "@/lib/desensitize";
+
+const _SKIP_TAGS = new Set(["SCRIPT", "STYLE", "TEXTAREA", "INPUT", "IFRAME", "CODE", "PRE"]);
+
+export function useDesensitizeSubtree<T extends HTMLElement>() {
+  const ref = useRef<T | null>(null);
+
+  useEffect(() => {
+    const root = ref.current;
+    if (!root || typeof MutationObserver === "undefined") return;
+
+    let observer: MutationObserver | null = null;
+
+    const apply = () => {
+      const walker = document.createTreeWalker(root, NodeFilter.SHOW_TEXT, {
+        acceptNode(node) {
+          const parent = node.parentElement;
+          if (!parent) return NodeFilter.FILTER_REJECT;
+          if (_SKIP_TAGS.has(parent.tagName)) return NodeFilter.FILTER_REJECT;
+          // 显式标记 data-no-desensitize 的子树保留原文（如内嵌沙箱）。
+          if (parent.closest("[data-no-desensitize]")) return NodeFilter.FILTER_REJECT;
+          return NodeFilter.FILTER_ACCEPT;
+        },
+      });
+      const edits: Array<[Text, string]> = [];
+      let current = walker.nextNode();
+      while (current) {
+        const textNode = current as Text;
+        const original = textNode.nodeValue ?? "";
+        if (original.trim()) {
+          const masked = desensitize(original);
+          if (masked !== original) edits.push([textNode, masked]);
+        }
+        current = walker.nextNode();
+      }
+      if (edits.length === 0) return;
+      // 改写期间停掉观察，避免自身改动再次触发，改完恢复。
+      observer?.disconnect();
+      for (const [textNode, masked] of edits) textNode.nodeValue = masked;
+      observer?.observe(root, { subtree: true, childList: true, characterData: true });
+    };
+
+    apply();
+    observer = new MutationObserver(() => apply());
+    observer.observe(root, { subtree: true, childList: true, characterData: true });
+    return () => observer?.disconnect();
+  });
+
+  return ref;
+}
diff --git a/frontend-web/src/maf-roundtable/components/MafApprovalCard.tsx b/frontend-web/src/maf-roundtable/components/MafApprovalCard.tsx
index 544e92bd..3fc68cc0 100644
--- a/frontend-web/src/maf-roundtable/components/MafApprovalCard.tsx
+++ b/frontend-web/src/maf-roundtable/components/MafApprovalCard.tsx
@@ -1,7 +1,7 @@
 /**
- * MAF 写工具审批卡片。
+ * MAF 写工具审批卡片（MAF-06-06：可视层改用本地 `tdesign-react`）。
  *
- * P0-4 对齐后端 schemas.py：
+ * 对齐后端 schemas.py：
  *   - 标题：action.tool_name，没有 action 时显示 approval.summary
  *   - 风险：展示 action.risk_level（R0–R4 配色）
  *   - 参数：展示 action.arguments（已脱敏）
@@ -9,17 +9,14 @@
  *   - 审批 payload：仅在有值时展示已脱敏 JSON
  *   - 备注 textarea 已删除（后端 ApprovalDecisionRequest 只接收 decision，不保存备注）
  *
- * P1：风险等级按 R0–R4 配色（R0/R1 低、R2 中、R3/R4 高）。
- * P1：invalidate 使用页面传入的 runId，不依赖 approval.run_id 可选字段。
- *
+ * 批准/拒绝禁用重复提交；invalidate 使用页面传入的 runId，不依赖 approval.run_id 可选字段。
  * 仅 pending 审批渲染；approved/rejected 后由父组件过滤掉。
  */
 
 import { Check, Loader2, ShieldCheck, X } from "lucide-react";
 import { toast } from "sonner";
+import { Button as TButton, Tag as TTag } from "tdesign-react";
 
-import { Badge } from "@/components/ui/badge";
-import { Button } from "@/components/ui/button";
 import { useMafApprovalActions } from "../api/approvals";
 import type { MafAction, MafApproval } from "../api/types";
 
@@ -36,21 +33,21 @@ function shortId(id: string | null): string {
 }
 
 /**
- * 风险等级配色。后端实际使用 R0–R4（不是 low/medium/high）：
- *   R0/R1 → 低风险（绿）
- *   R2   → 中风险（琥珀）
- *   R3/R4 → 高风险（红）
+ * 风险等级 → TDesign Tag 主题。后端实际使用 R0–R4（不是 low/medium/high）：
+ *   R0/R1 → 低风险（success）
+ *   R2   → 中风险（warning）
+ *   R3/R4 → 高风险（danger）
  */
-const RISK_TONE: Record<string, string> = {
-  R0: "text-emerald-600 bg-emerald-50",
-  R1: "text-emerald-600 bg-emerald-50",
-  R2: "text-amber-600 bg-amber-50",
-  R3: "text-red-600 bg-red-50",
-  R4: "text-red-600 bg-red-50",
+const RISK_THEME: Record<string, "success" | "warning" | "danger" | "default"> = {
+  R0: "success",
+  R1: "success",
+  R2: "warning",
+  R3: "danger",
+  R4: "danger",
   // 兜底：后端可能返回旧值
-  low: "text-emerald-600 bg-emerald-50",
-  medium: "text-amber-600 bg-amber-50",
-  high: "text-red-600 bg-red-50",
+  low: "success",
+  medium: "warning",
+  high: "danger",
 };
 
 const RISK_LABEL: Record<string, string> = {
@@ -86,10 +83,10 @@ export function MafApprovalCard({ approval, action, runId }: MafApprovalCardProp
   return (
     <div className="rounded-xl border border-red-100 bg-white p-3 shadow-sm">
       <header className="mb-2 flex items-center gap-1.5">
-        <Badge className="bg-red-50 text-red-600 hover:bg-red-50">
-          <ShieldCheck className="h-3 w-3" />
+        <TTag size="small" theme="danger" variant="light">
+          <ShieldCheck className="mr-0.5 h-3 w-3" />
           需要你的确认
-        </Badge>
+        </TTag>
         {action?.id && (
           <span className="text-[10px] font-mono text-slate-400">
             #{shortId(approval.action_id ?? action.id)}
@@ -106,9 +103,9 @@ export function MafApprovalCard({ approval, action, runId }: MafApprovalCardProp
       {riskLevel && (
         <div className="mb-2 flex items-center gap-1.5">
           <span className="text-[10px] text-slate-400">风险等级：</span>
-          <span className={`rounded px-1.5 py-0.5 text-[10px] font-medium ${RISK_TONE[riskLevel] ?? "text-slate-500 bg-slate-50"}`}>
+          <TTag size="small" theme={RISK_THEME[riskLevel] ?? "default"} variant="light-outline">
             {RISK_LABEL[riskLevel] ?? riskLevel}
-          </span>
+          </TTag>
         </div>
       )}
 
@@ -145,26 +142,35 @@ export function MafApprovalCard({ approval, action, runId }: MafApprovalCardProp
 
       {/* 操作按钮 */}
       <div className="flex items-center justify-end gap-2">
-        <Button
-          size="sm"
+        <TButton
+          theme="danger"
           variant="outline"
+          size="small"
+          loading={pending}
+          disabled={pending}
+          icon={!pending ? <X className="h-3.5 w-3.5" /> : undefined}
           onClick={() => onDecide("rejected")}
-          disabled={pending}
-          className="border-red-200 text-red-600 hover:bg-red-50 hover:text-red-700"
         >
-          {pending ? <Loader2 className="mr-1 h-3.5 w-3.5 animate-spin" /> : <X className="mr-1 h-3.5 w-3.5" />}
           拒绝
-        </Button>
-        <Button
-          size="sm"
-          onClick={() => onDecide("approved")}
+        </TButton>
+        <TButton
+          theme="success"
+          size="small"
+          loading={pending}
           disabled={pending}
-          className="bg-emerald-600 text-white hover:bg-emerald-700"
+          icon={!pending ? <Check className="h-3.5 w-3.5" /> : undefined}
+          onClick={() => onDecide("approved")}
         >
-          {pending ? <Loader2 className="mr-1 h-3.5 w-3.5 animate-spin" /> : <Check className="mr-1 h-3.5 w-3.5" />}
           批准
-        </Button>
+        </TButton>
       </div>
+
+      {pending && (
+        <div className="mt-1 flex items-center justify-center gap-1 text-[10px] text-slate-400">
+          <Loader2 className="h-3 w-3 animate-spin" />
+          提交中…
+        </div>
+      )}
     </div>
   );
 }
diff --git a/frontend-web/src/maf-roundtable/components/MafEventTimeline.tsx b/frontend-web/src/maf-roundtable/components/MafEventTimeline.tsx
index 75cfe6d8..1ae4eccc 100644
--- a/frontend-web/src/maf-roundtable/components/MafEventTimeline.tsx
+++ b/frontend-web/src/maf-roundtable/components/MafEventTimeline.tsx
@@ -1,17 +1,18 @@
 /**
  * MAF 事件时间线 —— 把折叠后的 TimelineEntry[] 渲染成可读的对话流。
  *
- * 复用 roundtable-planning 的 useAutoScroll + ScrollToBottomButton（滚动跟随语义）。
- * 视觉上借鉴 MessageBubble（头像 + header + 正文），但 MAF 事件类型多样（消息/工具/
- * 审批/run），这里用统一的「条目卡片」而非消息气泡——每条带类型徽标 + 时间 + 内容。
+ * MAF-06-05：可视层改用本地 `tdesign-react`（Timeline / Tag）。
+ * 滚动跟随逻辑自含（useMafAutoScroll），不再依赖 roundtable-planning 的 hook/组件。
+ * 视觉上每条带类型 Tag + 时间 + 内容；消息体走 Markdown，其余走纯文本。
  */
 
-import { useRef } from "react";
+import { useEffect, useRef, useState } from "react";
 import ReactMarkdown from "react-markdown";
 import remarkGfm from "remark-gfm";
 import {
   AlertTriangle,
   CheckCircle2,
+  ChevronDown,
   FileText,
   GitBranch,
   Hammer,
@@ -23,10 +24,8 @@ import {
   Workflow,
   XCircle,
 } from "lucide-react";
+import { Tag as TTag, Timeline as TTimeline, TimelineItem as TTimelineItem } from "tdesign-react";
 
-import { ScrollToBottomButton } from "@/roundtable-planning/components/ScrollToBottomButton";
-import { useAutoScroll } from "@/roundtable-planning/hooks/useAutoScroll";
-import { Badge } from "@/components/ui/badge";
 import { cn } from "@/lib/utils";
 
 import { shortTime, type TimelineEntry, type TimelineEntryKind } from "../lib/event-timeline";
@@ -37,7 +36,7 @@ interface MafEventTimelineProps {
   streaming: boolean;
 }
 
-const KIND_ICON: Record<TimelineEntryKind, React.ReactNode> = {
+const KIND_ICON: Record<TimelineEntryKind, React.ReactElement> = {
   message: <MessageSquare className="h-3.5 w-3.5" />,
   tool: <Hammer className="h-3.5 w-3.5" />,
   skill: <Sparkles className="h-3.5 w-3.5" />,
@@ -48,15 +47,39 @@ const KIND_ICON: Record<TimelineEntryKind, React.ReactNode> = {
   turn: <FileText className="h-3.5 w-3.5" />,
 };
 
-const KIND_TONE: Record<TimelineEntryKind, string> = {
-  message: "border-blue-100 bg-blue-50/40",
-  tool: "border-cyan-100 bg-cyan-50/40",
-  skill: "border-purple-100 bg-purple-50/40",
-  approval: "border-amber-100 bg-amber-50/50",
-  artifact: "border-emerald-100 bg-emerald-50/40",
-  run: "border-slate-200 bg-slate-50/60",
-  checkpoint: "border-slate-200 bg-slate-50/40",
-  turn: "border-slate-100 bg-white",
+/** TimelineEntryKind → TDesign TimelineItem dotColor（支持 primary/warning/error/default 或 hex）。 */
+const KIND_DOT_COLOR: Record<TimelineEntryKind, string> = {
+  message: "primary",
+  tool: "primary",
+  skill: "default",
+  approval: "warning",
+  artifact: "#00a870",
+  run: "default",
+  checkpoint: "default",
+  turn: "default",
+};
+
+/** kind → TDesign Tag 主题（用于卡片内类型标签）。 */
+const KIND_TAG_THEME: Record<TimelineEntryKind, "default" | "primary" | "warning" | "success" | "danger"> = {
+  message: "primary",
+  tool: "primary",
+  skill: "default",
+  approval: "warning",
+  artifact: "success",
+  run: "default",
+  checkpoint: "default",
+  turn: "default",
+};
+
+const KIND_LABEL: Record<TimelineEntryKind, string> = {
+  message: "消息",
+  tool: "工具",
+  skill: "技能",
+  approval: "审批",
+  artifact: "产物",
+  run: "会商",
+  checkpoint: "检查点",
+  turn: "轮次",
 };
 
 function toolStatusIcon(entry: TimelineEntry): React.ReactNode {
@@ -68,20 +91,54 @@ function toolStatusIcon(entry: TimelineEntry): React.ReactNode {
   return null;
 }
 
+/**
+ * 自含滚动跟随 hook —— 替代 roundtable-planning/useAutoScroll。
+ *
+ * 语义：用户在底部时新内容自动滚到底；用户上滚查看历史时不强制下拉，
+ * 只显示「回到底部」按钮。entry 数组变化时若原先在底部则跟随。
+ */
+function useMafAutoScroll<T extends HTMLElement>(deps: unknown[]) {
+  const scrollRef = useRef<T | null>(null);
+  const [atBottom, setAtBottom] = useState(true);
+
+  const isNearBottom = () => {
+    const el = scrollRef.current;
+    if (!el) return true;
+    return el.scrollHeight - el.scrollTop - el.clientHeight < 48;
+  };
+
+  const onScroll = () => setAtBottom(isNearBottom());
+
+  const scrollToBottom = () => {
+    const el = scrollRef.current;
+    if (!el) return;
+    el.scrollTop = el.scrollHeight;
+    setAtBottom(true);
+  };
+
+  // 内容变化时，若原先在底部则跟随滚到底
+  useEffect(() => {
+    if (atBottom) {
+      const el = scrollRef.current;
+      if (el) el.scrollTop = el.scrollHeight;
+    }
+    // eslint-disable-next-line react-hooks/exhaustive-deps
+  }, deps);
+
+  return { scrollRef, atBottom, onScroll, scrollToBottom };
+}
+
 export function MafEventTimeline({ entries, streaming }: MafEventTimelineProps) {
-  const scrollRef = useRef<HTMLDivElement>(null);
-  const contentRef = useRef<HTMLDivElement>(null);
-  const { atBottom, scrollToBottom } = useAutoScroll(scrollRef, [entries], {
-    contentRef,
-  });
+  const { scrollRef, atBottom, onScroll, scrollToBottom } = useMafAutoScroll<HTMLDivElement>([entries]);
 
   return (
     <div className="relative flex h-full min-h-0 flex-1 flex-col">
       <div
         ref={scrollRef}
+        onScroll={onScroll}
         className="flex-1 min-h-0 overflow-y-auto overflow-x-hidden bg-slate-50/30"
       >
-        <div ref={contentRef} className="space-y-2 p-4">
+        <div className="p-4">
           {entries.length === 0 && !streaming && (
             <div className="flex h-full items-center justify-center py-12 text-sm text-slate-400">
               <AlertTriangle className="mr-1.5 h-4 w-4" />
@@ -89,12 +146,16 @@ export function MafEventTimeline({ entries, streaming }: MafEventTimelineProps)
             </div>
           )}
 
-          {entries.map((entry) => (
-            <TimelineEntryCard key={entry.key} entry={entry} />
-          ))}
+          {entries.length > 0 && (
+            <TTimeline layout="vertical" mode="alternate">
+              {entries.map((entry) => (
+                <TimelineEntryItem key={entry.key} entry={entry} />
+              ))}
+            </TTimeline>
+          )}
 
           {streaming && (
-            <div className="flex items-center gap-2 py-2 pl-7 text-xs text-blue-500">
+            <div className="flex items-center gap-2 py-2 pl-2 text-xs text-blue-500">
               <Loader2 className="h-3.5 w-3.5 animate-spin" />
               会商进行中…
             </div>
@@ -103,42 +164,56 @@ export function MafEventTimeline({ entries, streaming }: MafEventTimelineProps)
       </div>
 
       {!atBottom && (
-        <ScrollToBottomButton onClick={scrollToBottom} label="回到底部" />
+        <button
+          type="button"
+          onClick={scrollToBottom}
+          className="absolute bottom-4 left-1/2 z-10 flex -translate-x-1/2 items-center gap-1 rounded-full border border-slate-200 bg-white px-3 py-1.5 text-xs text-slate-600 shadow-md transition hover:bg-slate-50"
+        >
+          <ChevronDown className="h-3.5 w-3.5" />
+          回到底部
+        </button>
       )}
     </div>
   );
 }
 
-function TimelineEntryCard({ entry }: { entry: TimelineEntry }) {
+function TimelineEntryItem({ entry }: { entry: TimelineEntry }) {
   const isMessage = entry.kind === "message";
   return (
-    <div
-      className={cn(
-        "rounded-lg border px-3 py-2 transition",
-        KIND_TONE[entry.kind],
-      )}
+    <TTimelineItem
+      dot={KIND_ICON[entry.kind]}
+      dotColor={KIND_DOT_COLOR[entry.kind]}
     >
-      <header className="mb-1 flex items-center gap-1.5">
-        <span className="text-slate-500">{KIND_ICON[entry.kind]}</span>
-        {entry.kind === "tool" && toolStatusIcon(entry)}
-        <span className="text-xs font-semibold text-slate-700">{entry.title}</span>
-        {entry.agentId && (
-          <Badge variant="outline" className="ml-1 text-[10px] text-slate-500">
-            {entry.agentId}
-          </Badge>
+      <div
+        className={cn(
+          "rounded-lg border px-3 py-2 transition",
+          isMessage ? "border-blue-100 bg-blue-50/40" : "border-slate-100 bg-white",
         )}
-        <span className="ml-auto text-[10px] text-slate-400">{shortTime(entry.createdAt)}</span>
-      </header>
+      >
+        <header className="mb-1 flex items-center gap-1.5">
+          <TTag size="small" theme={KIND_TAG_THEME[entry.kind]} variant="light-outline">
+            {KIND_LABEL[entry.kind]}
+          </TTag>
+          {entry.kind === "tool" && toolStatusIcon(entry)}
+          <span className="text-xs font-semibold text-slate-700">{entry.title}</span>
+          {entry.agentId && (
+            <TTag size="small" theme="default" variant="outline">
+              {entry.agentId}
+            </TTag>
+          )}
+          <span className="ml-auto text-[10px] text-slate-400">{shortTime(entry.createdAt)}</span>
+        </header>
 
-      {entry.body && (
-        isMessage ? (
-          <div className="prose prose-sm max-w-none text-slate-700 [&>*:first-child]:mt-0 [&>*:last-child]:mb-0">
-            <ReactMarkdown remarkPlugins={[remarkGfm]}>{entry.body}</ReactMarkdown>
-          </div>
-        ) : (
-          <p className="whitespace-pre-wrap break-words text-xs text-slate-600">{entry.body}</p>
-        )
-      )}
-    </div>
+        {entry.body && (
+          isMessage ? (
+            <div className="prose prose-sm max-w-none text-slate-700 [&>*:first-child]:mt-0 [&>*:last-child]:mb-0">
+              <ReactMarkdown remarkPlugins={[remarkGfm]}>{entry.body}</ReactMarkdown>
+            </div>
+          ) : (
+            <p className="whitespace-pre-wrap break-words text-xs text-slate-600">{entry.body}</p>
+          )
+        )}
+      </div>
+    </TTimelineItem>
   );
 }
diff --git a/frontend-web/src/maf-roundtable/components/MafFactFlowPanel.tsx b/frontend-web/src/maf-roundtable/components/MafFactFlowPanel.tsx
index 2c5b9899..1a3c3707 100644
--- a/frontend-web/src/maf-roundtable/components/MafFactFlowPanel.tsx
+++ b/frontend-web/src/maf-roundtable/components/MafFactFlowPanel.tsx
@@ -1,19 +1,17 @@
 /**
- * MAF 事实/结论流程图面板。
+ * MAF 事实/结论流程图面板（MAF-06-07：可视层改用本地 `tdesign-react`）。
  *
- * 包一层 roundtable-planning 的 FlowGraphPanel：数据来自 lib/fact-flow-graph.ts
- * （confirmed_facts 证据图 + final_result 的 flow-json 结论图）。run live 时
- * streaming=true 让蚂蚁线动；终态转实线。
+ * 包一层 roundtable-planning 的 FlowGraphPanel（通用图可视化基建，无 TDesign 等价）：
+ * 数据来自 lib/fact-flow-graph.ts（confirmed_facts 证据图 + final_result 的 flow-json 结论图）。
+ * run live 时 streaming=true 让蚂蚁线动；终态转实线。
  *
- * FlowGraphPanel 是 portal 全屏弹窗风格（自带 onClose），这里用 Collapsible 折叠面板
- * 内嵌一个固定高度的画布预览 + 「展开大图」按钮触发 FlowGraphPanel。
+ * TDesign Collapse 做折叠壳，内嵌固定高度的节点列表预览 + 「展开大图」按钮触发 FlowGraphPanel。
  */
 
 import { useState } from "react";
 import { GitBranch, Maximize2 } from "lucide-react";
+import { Button as TButton, Collapse as TCollapse } from "tdesign-react";
 
-import { Collapsible, CollapsibleContent, CollapsibleTrigger } from "@/components/ui/collapsible";
-import { Button } from "@/components/ui/button";
 import { FlowGraphPanel } from "@/roundtable-planning/components/FlowGraphPanel";
 import type { FlowGraphData } from "@/roundtable-planning/lib/flow-graph";
 
@@ -32,39 +30,40 @@ export function MafFactFlowPanel({ checkpoint, streaming }: MafFactFlowPanelProp
   const graph: FlowGraphData | null = buildMafFlowGraph(checkpoint);
 
   return (
-    <Collapsible
-      open={open}
-      onOpenChange={setOpen}
+    <TCollapse
+      value={open ? ["maf-flow"] : []}
+      onChange={(val) => setOpen(Array.isArray(val) ? val.includes("maf-flow") : val === "maf-flow")}
       className="rounded-lg border border-slate-200 bg-white"
     >
-      <CollapsibleTrigger className="flex w-full items-center justify-between px-3 py-2">
-        <div className="flex items-center gap-1.5">
-          <GitBranch className="h-4 w-4 text-slate-500" />
-          <span className="text-sm font-semibold text-slate-700">事实/结论流程图</span>
-          {graph && (
-            <span className="text-xs text-slate-400">
-              ({graph.nodes.length} 节点 / {graph.edges.length} 连线)
-            </span>
-          )}
-        </div>
-        <span className="text-xs text-slate-400">{open ? "收起" : "展开"}</span>
-      </CollapsibleTrigger>
-
-      <CollapsibleContent>
+      <TCollapse.Panel
+        value="maf-flow"
+        header={
+          <div className="flex items-center gap-1.5">
+            <GitBranch className="h-4 w-4 text-slate-500" />
+            <span className="text-sm font-semibold text-slate-700">事实/结论流程图</span>
+            {graph && (
+              <span className="text-xs text-slate-400">
+                ({graph.nodes.length} 节点 / {graph.edges.length} 连线)
+              </span>
+            )}
+          </div>
+        }
+      >
         <div className="relative h-64 border-t border-slate-100">
           {graph ? (
             <>
-              {/* 内嵌预览：复用 FlowGraphPanel 的横向布局，占满面板高度 */}
+              {/* 内嵌预览：节点列表，点击「大图」看完整交互画布 */}
               <FlowGraphPreview graph={graph} streaming={streaming} />
-              <Button
-                size="sm"
+              <TButton
+                theme="default"
                 variant="outline"
-                className="absolute right-2 top-2 z-10 h-7 gap-1 bg-white/90 text-xs"
+                size="small"
+                className="absolute right-2 top-2 z-10 bg-white/90"
+                icon={<Maximize2 className="h-3.5 w-3.5" />}
                 onClick={() => setFullscreen(true)}
               >
-                <Maximize2 className="h-3.5 w-3.5" />
                 大图
-              </Button>
+              </TButton>
             </>
           ) : (
             <div className="flex h-full items-center justify-center text-xs text-slate-400">
@@ -72,7 +71,7 @@ export function MafFactFlowPanel({ checkpoint, streaming }: MafFactFlowPanelProp
             </div>
           )}
         </div>
-      </CollapsibleContent>
+      </TCollapse.Panel>
 
       {/* 全屏弹窗（portal 到 body，仿 Step3SummaryMode 用法） */}
       {fullscreen && graph && (
@@ -84,7 +83,7 @@ export function MafFactFlowPanel({ checkpoint, streaming }: MafFactFlowPanelProp
           miniMap
         />
       )}
-    </Collapsible>
+    </TCollapse>
   );
 }
 
diff --git a/frontend-web/src/maf-roundtable/components/MafHealthGate.tsx b/frontend-web/src/maf-roundtable/components/MafHealthGate.tsx
index bda60ab2..f6ad24f3 100644
--- a/frontend-web/src/maf-roundtable/components/MafHealthGate.tsx
+++ b/frontend-web/src/maf-roundtable/components/MafHealthGate.tsx
@@ -1,15 +1,15 @@
 /**
- * MAF 功能开关守卫。
+ * MAF 功能开关守卫（MAF-06-01：可视层改用本地 `tdesign-react`）。
  *
- * P1：分别处理三种状态：
+ * 分别处理三种状态：
  *   - enabled=false → 「功能未启用」
  *   - enabled=true && store_available=false → 「功能已开启，但持久化存储未就绪」
  *   - 请求异常 → 「无法连接 MAF 服务」+ 重试按钮
  */
 
 import { DatabaseZap, Loader2, RefreshCw, ShieldAlert, ShieldOff } from "lucide-react";
+import { Button as TButton } from "tdesign-react";
 
-import { Button } from "@/components/ui/button";
 import { useMafHealth } from "../api/runs";
 
 interface MafHealthGateProps {
@@ -42,10 +42,16 @@ export function MafHealthGate({ children, fallback }: MafHealthGateProps) {
         <p className="max-w-md text-sm text-slate-400">
           请求 /api/maf-roundtable/health 失败，请检查后端服务是否正常运行。
         </p>
-        <Button variant="outline" size="sm" onClick={() => refetch()} disabled={isFetching}>
-          {isFetching ? <Loader2 className="mr-1 h-3.5 w-3.5 animate-spin" /> : <RefreshCw className="mr-1 h-3.5 w-3.5" />}
+        <TButton
+          theme="default"
+          variant="outline"
+          size="small"
+          loading={isFetching}
+          icon={!isFetching ? <RefreshCw className="h-3.5 w-3.5" /> : undefined}
+          onClick={() => refetch()}
+        >
           重试
-        </Button>
+        </TButton>
       </div>
     );
   }
@@ -74,10 +80,16 @@ export function MafHealthGate({ children, fallback }: MafHealthGateProps) {
           MAF 会商功能已开启，但持久化存储（数据库）尚未配置或连接失败。
           写操作将返回 503。请检查数据库配置后重试。
         </p>
-        <Button variant="outline" size="sm" onClick={() => refetch()} disabled={isFetching}>
-          {isFetching ? <Loader2 className="mr-1 h-3.5 w-3.5 animate-spin" /> : <RefreshCw className="mr-1 h-3.5 w-3.5" />}
+        <TButton
+          theme="default"
+          variant="outline"
+          size="small"
+          loading={isFetching}
+          icon={!isFetching ? <RefreshCw className="h-3.5 w-3.5" /> : undefined}
+          onClick={() => refetch()}
+        >
           重新检测
-        </Button>
+        </TButton>
       </div>
     );
   }
diff --git a/frontend-web/src/maf-roundtable/components/MafRunHeader.tsx b/frontend-web/src/maf-roundtable/components/MafRunHeader.tsx
index a40e56b6..81d1af10 100644
--- a/frontend-web/src/maf-roundtable/components/MafRunHeader.tsx
+++ b/frontend-web/src/maf-roundtable/components/MafRunHeader.tsx
@@ -1,5 +1,7 @@
 /**
- * MAF run 顶部状态条：状态徽标 + token/延迟 + 生命周期操作按钮。
+ * MAF run 顶部状态条：状态 Tag + token/延迟 + 生命周期操作按钮。
+ *
+ * MAF-06-01：可视层改用本地 `tdesign-react`（Tag / Button）。
  *
  * 操作：
  * - live（pending/running/waiting_approval）→ 取消
@@ -7,14 +9,13 @@
  * - cancel_failed → 重试取消（仍可点取消）
  * - failed → 重试（recover）
  *
- * 状态徽标配色按 run.status 区分。token_usage/latency_ms 展示在右侧。
+ * 状态 Tag 主题按 run.status 区分。token_usage/latency_ms 展示在右侧。
  */
 
 import { AlertTriangle, CheckCircle2, Loader2, RotateCcw, Square, XCircle } from "lucide-react";
 import { toast } from "sonner";
+import { Button as TButton, Tag as TTag } from "tdesign-react";
 
-import { Badge } from "@/components/ui/badge";
-import { Button } from "@/components/ui/button";
 import { useMafRunActions } from "../api/runs";
 import { runIsLive, type MafRun, type MafRunStatus } from "../api/types";
 
@@ -22,32 +23,32 @@ interface MafRunHeaderProps {
   run: MafRun;
 }
 
-/** run 状态 → 中文 + 徽标 variant + 图标。 */
+/** run 状态 → 中文 + Tag 主题 + 图标。 */
 function statusMeta(status: MafRunStatus): {
   label: string;
-  variant: "default" | "secondary" | "destructive" | "outline";
+  theme: "default" | "primary" | "success" | "warning" | "danger";
   icon: React.ReactNode;
   tone: string;
 } {
   switch (status) {
     case "pending":
-      return { label: "排队中", variant: "secondary", icon: <Loader2 className="h-3 w-3 animate-spin" />, tone: "text-slate-500" };
+      return { label: "排队中", theme: "default", icon: <Loader2 className="h-3 w-3 animate-spin" />, tone: "text-slate-500" };
     case "running":
-      return { label: "进行中", variant: "default", icon: <Loader2 className="h-3 w-3 animate-spin" />, tone: "text-blue-600" };
+      return { label: "进行中", theme: "primary", icon: <Loader2 className="h-3 w-3 animate-spin" />, tone: "text-blue-600" };
     case "waiting_approval":
-      return { label: "等待审批", variant: "default", icon: <AlertTriangle className="h-3 w-3" />, tone: "text-amber-600" };
+      return { label: "等待审批", theme: "warning", icon: <AlertTriangle className="h-3 w-3" />, tone: "text-amber-600" };
     case "completed":
-      return { label: "已完成", variant: "outline", icon: <CheckCircle2 className="h-3 w-3" />, tone: "text-emerald-600" };
+      return { label: "已完成", theme: "success", icon: <CheckCircle2 className="h-3 w-3" />, tone: "text-emerald-600" };
     case "failed":
-      return { label: "失败", variant: "destructive", icon: <XCircle className="h-3 w-3" />, tone: "text-red-600" };
+      return { label: "失败", theme: "danger", icon: <XCircle className="h-3 w-3" />, tone: "text-red-600" };
     case "cancelled":
-      return { label: "已取消", variant: "outline", icon: <Square className="h-3 w-3" />, tone: "text-slate-500" };
+      return { label: "已取消", theme: "default", icon: <Square className="h-3 w-3" />, tone: "text-slate-500" };
     case "cancelling":
-      return { label: "取消中", variant: "secondary", icon: <Loader2 className="h-3 w-3 animate-spin" />, tone: "text-amber-600" };
+      return { label: "取消中", theme: "warning", icon: <Loader2 className="h-3 w-3 animate-spin" />, tone: "text-amber-600" };
     case "cancel_failed":
-      return { label: "取消失败", variant: "destructive", icon: <AlertTriangle className="h-3 w-3" />, tone: "text-red-600" };
+      return { label: "取消失败", theme: "danger", icon: <AlertTriangle className="h-3 w-3" />, tone: "text-red-600" };
     default:
-      return { label: status, variant: "outline", icon: null, tone: "text-slate-500" };
+      return { label: status, theme: "default", icon: null, tone: "text-slate-500" };
   }
 }
 
@@ -86,9 +87,9 @@ export function MafRunHeader({ run }: MafRunHeaderProps) {
         {meta.icon}
         <span className="text-sm font-semibold">{meta.label}</span>
       </div>
-      <Badge variant={meta.variant} className="text-[11px]">
+      <TTag size="small" theme="default" variant="outline">
         {run.workflow_version ?? "maf"}
-      </Badge>
+      </TTag>
 
       <div className="ml-auto flex items-center gap-3 text-xs text-slate-500">
         {tokenTotal != null && (
@@ -104,27 +105,42 @@ export function MafRunHeader({ run }: MafRunHeaderProps) {
 
       <div className="flex items-center gap-2">
         {run.status === "waiting_approval" && (
-          <Button size="sm" variant="outline" onClick={onResume} disabled={actions.resume.isPending}>
+          <TButton
+            theme="default"
+            variant="outline"
+            size="small"
+            loading={actions.resume.isPending}
+            disabled={actions.resume.isPending}
+            onClick={onResume}
+          >
             恢复
-          </Button>
+          </TButton>
         )}
         {run.status === "failed" && (
-          <Button size="sm" variant="outline" onClick={onRecover} disabled={actions.recover.isPending}>
-            <RotateCcw className="mr-1 h-3.5 w-3.5" />
+          <TButton
+            theme="default"
+            variant="outline"
+            size="small"
+            loading={actions.recover.isPending}
+            disabled={actions.recover.isPending}
+            icon={<RotateCcw className="h-3.5 w-3.5" />}
+            onClick={onRecover}
+          >
             重试
-          </Button>
+          </TButton>
         )}
         {(live || run.status === "cancel_failed") && (
-          <Button
-            size="sm"
+          <TButton
+            theme="danger"
             variant="outline"
-            onClick={onCancel}
+            size="small"
+            loading={actions.cancel.isPending}
             disabled={actions.cancel.isPending}
-            className="text-red-600 hover:bg-red-50 hover:text-red-700"
+            icon={<Square className="h-3.5 w-3.5" />}
+            onClick={onCancel}
           >
-            <Square className="mr-1 h-3.5 w-3.5" />
             取消
-          </Button>
+          </TButton>
         )}
       </div>
 
diff --git a/frontend-web/src/maf-roundtable/components/MafSeatStatusPanel.tsx b/frontend-web/src/maf-roundtable/components/MafSeatStatusPanel.tsx
index c4a825e7..2e5ca020 100644
--- a/frontend-web/src/maf-roundtable/components/MafSeatStatusPanel.tsx
+++ b/frontend-web/src/maf-roundtable/components/MafSeatStatusPanel.tsx
@@ -1,15 +1,16 @@
 /**
- * MAF 席位状态矩阵。
+ * MAF 席位状态矩阵（MAF-06-07：可视层改用本地 `tdesign-react`）。
  *
  * 数据来自 `run.maf_checkpoint.seat_outcomes`（{agent_id: {status, execution_stage, ...}}）。
- * 每个席位一行：agent_id + status 徽标 + execution_stage 徽标。
+ * 每个席位一行：agent_id + status Tag + execution_stage Tag。
  *
  * execution_stage 取值（Phase-3 闭合枚举）：
  *   legacy / planner / expert / format_repair / cross_review / cross_review_repair /
  *   finalizer / group_chat
  */
 
-import { Badge } from "@/components/ui/badge";
+import { Tag as TTag } from "tdesign-react";
+
 import type { MafCheckpoint, MafSeatOutcome } from "../api/types";
 
 interface MafSeatStatusPanelProps {
@@ -29,22 +30,20 @@ const STAGE_LABELS: Record<string, string> = {
   group_chat: "群聊",
 };
 
-const SEAT_STATUS_TONE: Record<string, string> = {
-  completed: "text-emerald-600",
-  running: "text-blue-600",
-  pending: "text-slate-500",
-  failed: "text-red-600",
-  cancelled: "text-slate-400",
-};
-
-function seatStatusBadge(status: string) {
-  const variant =
-    status === "completed"
-      ? ("outline" as const)
-      : status === "failed"
-        ? ("destructive" as const)
-        : ("secondary" as const);
-  return <Badge variant={variant} className="text-[10px]">{status}</Badge>;
+/** 席位状态 → TDesign Tag 主题。 */
+function seatStatusTheme(status: string): "default" | "primary" | "success" | "danger" | "warning" {
+  switch (status) {
+    case "completed":
+      return "success";
+    case "running":
+      return "primary";
+    case "failed":
+      return "danger";
+    case "cancelled":
+      return "default";
+    default:
+      return "default";
+  }
 }
 
 export function MafSeatStatusPanel({ checkpoint, currentRound }: MafSeatStatusPanelProps) {
@@ -75,13 +74,13 @@ export function MafSeatStatusPanel({ checkpoint, currentRound }: MafSeatStatusPa
                 {agentId}
               </span>
               {outcome.execution_stage && (
-                <Badge variant="outline" className="text-[10px] text-slate-500">
+                <TTag size="small" theme="default" variant="light-outline">
                   {STAGE_LABELS[outcome.execution_stage] ?? outcome.execution_stage}
-                </Badge>
+                </TTag>
               )}
-              <span className={SEAT_STATUS_TONE[outcome.status ?? ""] ?? "text-slate-500"}>
-                {seatStatusBadge(outcome.status ?? "unknown")}
-              </span>
+              <TTag size="small" theme={seatStatusTheme(outcome.status ?? "unknown")} variant="light">
+                {outcome.status ?? "unknown"}
+              </TTag>
             </li>
           ))}
         </ul>
diff --git a/frontend-web/src/maf-roundtable/pages/MafRunDetailPage.tsx b/frontend-web/src/maf-roundtable/pages/MafRunDetailPage.tsx
index ac884f88..f4969be2 100644
--- a/frontend-web/src/maf-roundtable/pages/MafRunDetailPage.tsx
+++ b/frontend-web/src/maf-roundtable/pages/MafRunDetailPage.tsx
@@ -1,20 +1,23 @@
 /**
  * MAF 单 run 工作区（路由 runs/:runId）。
  *
+ * MAF-06-01/07/08/09：可视层改用本地 `tdesign-react`。
+ *
  * 三栏布局（桌面）/ 纵向堆叠（窄屏）：
  *   左：事件时间线（MafEventTimeline）—— run live 时 cursor 轮询事件
- *   中：席位状态（MafSeatStatusPanel）+ 事实/结论流程图（MafFactFlowPanel）
+ *   中：席位状态（MafSeatStatusPanel）+ 事实/结论流程图（MafFactFlowPanel）+ 最终结论
  *   右：审批卡片（MafApprovalCard）—— 仅 pending 审批时显示
  *
- * 顶部：MafRunHeader（状态徽标 + 操作）。整体由 MafHealthGate 守卫。
+ * 顶部：MafRunHeader（状态 Tag + 操作）。整体由 MafHealthGate 守卫。
+ * 刷新/切页/跨页返回时从数据库事件恢复，不依赖 React 内存保存运行状态（MAF-06-09）。
  */
 
 import { useMemo } from "react";
 import { Link, useParams } from "react-router-dom";
 import { ArrowLeft, Loader2, ShieldQuestion } from "lucide-react";
+import { Button as TButton, Tag as TTag } from "tdesign-react";
 
-import { Button } from "@/components/ui/button";
-import { useDesensitizeSubtree } from "@/roundtable-planning/lib/use-desensitize-subtree";
+import { useDesensitizeSubtree } from "@/lib/use-desensitize-subtree";
 
 import { useMafActions, useMafApprovals } from "../api/approvals";
 import { runIsLive, type MafAction } from "../api/types";
@@ -66,14 +69,17 @@ function RunBody({ runId }: { runId: string }) {
       <div className="flex h-full flex-col items-center justify-center gap-2 text-slate-500">
         <p>加载失败：{(runError as Error)?.message ?? "run 不存在或无权访问"}</p>
         <Link to="/page/maf">
-          <Button variant="outline" size="sm">
-            <ArrowLeft className="mr-1 h-3.5 w-3.5" /> 返回会话列表
-          </Button>
+          <TButton theme="default" variant="outline" size="small" icon={<ArrowLeft className="h-3.5 w-3.5" />}>
+            返回会话列表
+          </TButton>
         </Link>
       </div>
     );
   }
 
+  const finalResult = run.maf_checkpoint?.final_result;
+  const showFinalResult = !!finalResult?.content;
+
   return (
     <div className="flex h-full w-full flex-col overflow-hidden">
       <div ref={headerRef}>
@@ -86,7 +92,7 @@ function RunBody({ runId }: { runId: string }) {
           <MafEventTimeline entries={timeline} streaming={live} />
         </section>
 
-        {/* 中：席位 + 流程图 */}
+        {/* 中：席位 + 流程图 + 最终结论 */}
         <section className="flex min-h-0 flex-col gap-2 overflow-y-auto">
           <MafSeatStatusPanel
             checkpoint={run.maf_checkpoint}
@@ -96,16 +102,27 @@ function RunBody({ runId }: { runId: string }) {
           />
           <MafFactFlowPanel checkpoint={run.maf_checkpoint} streaming={live} />
 
-          {/* final_result 展示 */}
-          {run.maf_checkpoint?.final_result?.content && (
+          {/* 最终结论（MAF-06-07：区分建议动作与已执行动作） */}
+          {showFinalResult && (
             <div className="rounded-lg border border-slate-200 bg-white p-3">
-              <h3 className="mb-1.5 text-sm font-semibold text-slate-700">最终结论</h3>
+              <div className="mb-1.5 flex items-center gap-1.5">
+                <h3 className="text-sm font-semibold text-slate-700">最终结论</h3>
+                {finalResult?.degraded && (
+                  <TTag size="small" theme="warning" variant="light-outline">降级输出</TTag>
+                )}
+                {finalResult?.partial_failure && (
+                  <TTag size="small" theme="danger" variant="light-outline">部分失败</TTag>
+                )}
+              </div>
+              {/* final_result.content 可能含 flow-json 块；这里只展示文字部分（流程图已在上方画布） */}
               <div className="prose prose-sm max-h-72 max-w-none overflow-auto text-slate-700 [&>*:first-child]:mt-0 [&>*:last-child]:mb-0">
-                {/* final_result.content 可能含 flow-json 块；这里只展示文字部分（流程图已在上方画布） */}
                 <pre className="whitespace-pre-wrap break-words font-sans text-xs">
-                  {stripFlowJson(run.maf_checkpoint.final_result.content)}
+                  {stripFlowJson(finalResult!.content!)}
                 </pre>
               </div>
+              {finalResult?.note && (
+                <div className="mt-2 text-[11px] text-slate-400">{finalResult.note}</div>
+              )}
             </div>
           )}
         </section>
@@ -116,9 +133,7 @@ function RunBody({ runId }: { runId: string }) {
             <ShieldQuestion className="h-3.5 w-3.5" />
             写工具审批
             {pendingApprovals.length > 0 && (
-              <span className="rounded-full bg-red-100 px-1.5 text-[10px] font-bold text-red-600">
-                {pendingApprovals.length}
-              </span>
+              <TTag size="small" theme="danger" variant="light">{pendingApprovals.length}</TTag>
             )}
           </div>
           {pendingApprovals.length === 0 ? (
diff --git a/frontend-web/src/maf-roundtable/pages/MafSessionsPage.tsx b/frontend-web/src/maf-roundtable/pages/MafSessionsPage.tsx
index 288e6fea..9dc282f7 100644
--- a/frontend-web/src/maf-roundtable/pages/MafSessionsPage.tsx
+++ b/frontend-web/src/maf-roundtable/pages/MafSessionsPage.tsx
@@ -4,7 +4,8 @@
  * 左：会话列表（按创建时间倒序）；右：选中会话的 run 列表 + 「启动会商」。
  * 点击某条 run → 跳 `/page/maf/runs/:runId`。
  *
- * P0-2：新建弹窗包含 task_text（必填）、模式、经理智能体、席位智能体多选、
+ * 可视 UI 统一使用本地 `tdesign-react`（MAF-06-01/02/03）。
+ * 新建弹窗包含 task_text（必填）、模式、经理智能体、席位智能体多选、
  * 可选高级项（模型/推理强度/最大轮数/写入策略）。智能体列表复用 @/core/agents。
  */
 
@@ -12,20 +13,18 @@ import { useEffect, useState } from "react";
 import { useNavigate } from "react-router-dom";
 import { Loader2, MessageSquarePlus, Play, Trash2 } from "lucide-react";
 import { toast } from "sonner";
-
-import { Button } from "@/components/ui/button";
-import { Input } from "@/components/ui/input";
-import { Textarea } from "@/components/ui/textarea";
-import { Badge } from "@/components/ui/badge";
 import {
-  Dialog,
-  DialogContent,
-  DialogHeader,
-  DialogTitle,
-  DialogFooter,
-} from "@/components/ui/dialog";
+  Button as TButton,
+  Checkbox as TCheckbox,
+  Dialog as TDialog,
+  Input as TInput,
+  Select as TSelect,
+  Tag as TTag,
+  Textarea as TTextarea,
+} from "tdesign-react";
+
 import { useAgents } from "@/core/agents";
-import { useDesensitizeSubtree } from "@/roundtable-planning/lib/use-desensitize-subtree";
+import { useDesensitizeSubtree } from "@/lib/use-desensitize-subtree";
 import { cn } from "@/lib/utils";
 
 import { useMafSessionActions, useMafSessions, type CreateSessionBody, type ParticipantInput } from "../api/sessions";
@@ -43,20 +42,21 @@ const STATUS_LABEL: Record<string, string> = {
   cancelled: "已取消",
 };
 
-function statusTone(status: string): string {
+/** session 状态 → TDesign Tag 主题。 */
+function statusTagTheme(status: string): "default" | "primary" | "warning" | "success" | "danger" {
   switch (status) {
     case "running":
-      return "text-blue-600";
+      return "primary";
     case "waiting_approval":
     case "waiting_input":
-      return "text-amber-600";
+      return "warning";
     case "completed":
-      return "text-emerald-600";
+      return "success";
     case "failed":
     case "cancelled":
-      return "text-red-500";
+      return "danger";
     default:
-      return "text-slate-500";
+      return "default";
   }
 }
 
@@ -85,10 +85,15 @@ function SessionsBody() {
       <aside className="flex w-72 shrink-0 flex-col border-r border-slate-200 bg-white">
         <div ref={headerRef} className="flex items-center justify-between border-b border-slate-100 px-3 py-2.5">
           <h2 className="text-sm font-semibold text-slate-700">会话</h2>
-          <Button size="sm" variant="outline" className="h-7 gap-1" onClick={() => setCreateOpen(true)}>
-            <MessageSquarePlus className="h-3.5 w-3.5" />
+          <TButton
+            theme="default"
+            variant="outline"
+            size="small"
+            onClick={() => setCreateOpen(true)}
+          >
+            icon={<MessageSquarePlus className="h-3.5 w-3.5" />}
             新建
-          </Button>
+          </TButton>
         </div>
 
         <div className="flex-1 overflow-y-auto">
@@ -123,12 +128,12 @@ function SessionsBody() {
                     <span className="min-w-0 flex-1 truncate text-sm font-medium text-slate-700">
                       {s.title || "未命名会话"}
                     </span>
-                    <span className={cn("text-[10px]", statusTone(s.status))}>
+                    <TTag size="small" theme={statusTagTheme(s.status)} variant="light-outline">
                       {STATUS_LABEL[s.status] ?? s.status}
-                    </span>
+                    </TTag>
                   </div>
                   <div className="mt-0.5 flex items-center gap-1.5 text-[10px] text-slate-400">
-                    <Badge variant="outline" className="text-[9px]">{s.mode}</Badge>
+                    <TTag size="small" theme="default" variant="outline">{s.mode}</TTag>
                     <span className="truncate">{s.task_text || "无任务说明"}</span>
                   </div>
                 </button>
@@ -189,29 +194,34 @@ function SessionDetail({
         <div className="min-w-0">
           <h1 className="truncate text-base font-semibold text-slate-800">{title || "未命名会话"}</h1>
           <div className="mt-0.5 flex items-center gap-2 text-xs text-slate-400">
-            <Badge variant="outline" className="text-[10px]">{mode}</Badge>
-            <span className={statusTone(status)}>{STATUS_LABEL[status] ?? status}</span>
+            <TTag size="small" theme="default" variant="outline">{mode}</TTag>
+            <TTag size="small" theme={statusTagTheme(status)} variant="light-outline">
+              {STATUS_LABEL[status] ?? status}
+            </TTag>
           </div>
         </div>
         <div className="flex items-center gap-2">
           {liveRun && (
-            <Button
-              size="sm"
+            <TButton
+              theme="default"
               variant="outline"
+              size="small"
               onClick={() => navigate(`/page/maf/runs/${liveRun.id}`)}
             >
-              <Loader2 className="mr-1 h-3.5 w-3.5 animate-spin text-blue-500" />
-              已有会商进行中
-            </Button>
+            icon={<Loader2 className="h-3.5 w-3.5 animate-spin text-blue-500" />}
+            已有会商进行中
+            </TButton>
           )}
-          <Button size="sm" onClick={onStart} disabled={actions.start.isPending || !!liveRun}>
-            {actions.start.isPending ? (
-              <Loader2 className="mr-1 h-3.5 w-3.5 animate-spin" />
-            ) : (
-              <Play className="mr-1 h-3.5 w-3.5" />
-            )}
+          <TButton
+            theme="primary"
+            size="small"
+            loading={actions.start.isPending}
+            disabled={!!liveRun}
+            onClick={onStart}
+          >
+            icon={<Play className="h-3.5 w-3.5" />}
             启动会商
-          </Button>
+          </TButton>
         </div>
       </header>
 
@@ -244,7 +254,7 @@ function SessionDetail({
                     {run.started_at ? new Date(run.started_at).toLocaleString() : "未开始"}
                   </div>
                 </div>
-                <Badge variant="outline" className="text-[10px]">{run.status}</Badge>
+                <TTag size="small" theme="default" variant="outline">{run.status}</TTag>
               </button>
             </li>
           ))}
@@ -286,7 +296,14 @@ function CreateSessionDialog({
     }
   }, [health.data?.default_mode]);
 
-  // P0：切换经理时，自动从已选席位中移除（后端参与者唯一约束：同一 agent 不能同时是 manager 和 seat）
+  // 默认 write_policy 跟随后端 default_write_policy
+  useEffect(() => {
+    if (health.data?.default_write_policy) {
+      setWritePolicy(health.data.default_write_policy);
+    }
+  }, [health.data?.default_write_policy]);
+
+  // 切换经理时，自动从已选席位中移除（后端参与者唯一约束：同一 agent 不能同时是 manager 和 seat）
   useEffect(() => {
     if (managerAgentId) {
       setSeatAgentIds((prev) => prev.filter((id) => id !== managerAgentId));
@@ -382,163 +399,195 @@ function CreateSessionDialog({
     );
   };
 
+  const agentOptions = agents.map((a) => ({ label: a.name, value: a.id }));
+
   return (
-    <Dialog open={open} onOpenChange={onOpenChange}>
-      <DialogContent className="max-w-lg max-h-[85vh] overflow-y-auto">
-        <DialogHeader>
-          <DialogTitle>新建 MAF 会商会话</DialogTitle>
-        </DialogHeader>
-        <div className="space-y-3 py-2">
-          {/* 标题 */}
-          <div>
-            <label className="mb-1 block text-xs font-medium text-slate-600">会商标题</label>
-            <Input value={title} onChange={(e) => setTitle(e.target.value)} placeholder="例如：某任务多视角研讨" />
-          </div>
+    <TDialog
+      visible={open}
+      onClose={() => onOpenChange(false)}
+      header="新建 MAF 会商会话"
+      width="560px"
+      closeOnEscKeydown
+      footer={
+        <div className="flex items-center justify-end gap-2">
+          <TButton theme="default" variant="outline" onClick={() => onOpenChange(false)}>
+            取消
+          </TButton>
+          <TButton
+            theme="primary"
+            loading={sessionActions.create.isPending}
+            onClick={onSubmit}
+          >
+            创建
+          </TButton>
+        </div>
+      }
+    >
+      <div className="space-y-3 py-2">
+        {/* 标题 */}
+        <div>
+          <label className="mb-1 block text-xs font-medium text-slate-600">会商标题</label>
+          <TInput
+            value={title}
+            onChange={(val: string) => setTitle(val)}
+            placeholder="例如：某任务多视角研讨"
+          />
+        </div>
 
-          {/* 任务说明（必填） */}
-          <div>
-            <label className="mb-1 block text-xs font-medium text-slate-600">
-              任务说明 <span className="text-red-500">*</span>
-            </label>
-            <Textarea
-              value={taskText}
-              onChange={(e) => setTaskText(e.target.value)}
-              placeholder="描述本次会商要解决的问题、背景和目标（必填）"
-              className="min-h-24"
+        {/* 任务说明（必填） */}
+        <div>
+          <label className="mb-1 block text-xs font-medium text-slate-600">
+            任务说明 <span className="text-red-500">*</span>
+          </label>
+          <TTextarea
+            value={taskText}
+            onChange={(val: string) => setTaskText(val)}
+            placeholder="描述本次会商要解决的问题、背景和目标（必填）"
+            autosize={{ minRows: 3, maxRows: 8 }}
+          />
+        </div>
+
+        {/* 模式 */}
+        <div>
+          <label className="mb-1 block text-xs font-medium text-slate-600">会商模式</label>
+          <TSelect
+            value={mode}
+            onChange={(val) => setMode(String(val))}
+            options={[
+              { label: "structured（规划→专家→评审→总结）", value: "structured" },
+              { label: "group_chat（协调员动态点名）", value: "group_chat" },
+            ]}
+          />
+        </div>
+
+        {/* 经理智能体 */}
+        <div>
+          <label className="mb-1 block text-xs font-medium text-slate-600">
+            经理智能体 <span className="text-red-500">*</span>
+          </label>
+          {agentsLoading ? (
+            <div className="flex h-9 items-center px-2 text-xs text-slate-400">
+              <Loader2 className="mr-1.5 h-3.5 w-3.5 animate-spin" /> 加载智能体…
+            </div>
+          ) : agentsError ? (
+            <div className="flex h-9 items-center px-2 text-xs text-red-500">
+              加载失败：{(agentsError as Error)?.message ?? "未知错误"}
+            </div>
+          ) : (
+            <TSelect
+              value={managerAgentId}
+              onChange={(val) => setManagerAgentId(String(val))}
+              options={agentOptions}
+              placeholder="请选择…"
+              filterable
+              clearable
             />
-          </div>
+          )}
+        </div>
 
-          {/* 模式 */}
-          <div>
-            <label className="mb-1 block text-xs font-medium text-slate-600">会商模式</label>
-            <select
-              value={mode}
-              onChange={(e) => setMode(e.target.value)}
-              className="h-9 w-full rounded-md border border-slate-200 bg-white px-2 text-sm"
-            >
-              <option value="structured">structured（规划→专家→评审→总结）</option>
-              <option value="group_chat">group_chat（协调员动态点名）</option>
-            </select>
-          </div>
-
-          {/* 经理智能体 */}
-          <div>
-            <label className="mb-1 block text-xs font-medium text-slate-600">
-              经理智能体 <span className="text-red-500">*</span>
-            </label>
-            {agentsLoading ? (
-              <div className="flex h-9 items-center px-2 text-xs text-slate-400">
-                <Loader2 className="mr-1.5 h-3.5 w-3.5 animate-spin" /> 加载智能体…
+        {/* 席位智能体多选 */}
+        <div>
+          <label className="mb-1 block text-xs font-medium text-slate-600">
+            席位智能体（至少一个） <span className="text-red-500">*</span>
+          </label>
+          <div className="max-h-40 overflow-y-auto rounded-md border border-slate-200 p-2">
+            {agentsLoading && (
+              <div className="flex items-center justify-center py-2 text-xs text-slate-400">
+                <Loader2 className="mr-1.5 h-3.5 w-3.5 animate-spin" /> 加载中…
               </div>
-            ) : agentsError ? (
-              <div className="flex h-9 items-center px-2 text-xs text-red-500">
+            )}
+            {agentsError && (
+              <div className="py-2 text-center text-xs text-red-500">
                 加载失败：{(agentsError as Error)?.message ?? "未知错误"}
               </div>
-            ) : (
-              <select
-                value={managerAgentId}
-                onChange={(e) => setManagerAgentId(e.target.value)}
-                className="h-9 w-full rounded-md border border-slate-200 bg-white px-2 text-sm"
-              >
-                <option value="">请选择…</option>
-                {agents.map((a) => (
-                  <option key={a.id} value={a.id}>{a.name}</option>
-                ))}
-              </select>
             )}
+            {!agentsLoading && !agentsError && agents.length === 0 && (
+              <div className="py-2 text-center text-xs text-slate-400">暂无可用智能体</div>
+            )}
+            {!agentsLoading && !agentsError && agents.map((a) => (
+              <label key={a.id} className="flex cursor-pointer items-center gap-2 rounded px-1.5 py-1 hover:bg-slate-50">
+                <TCheckbox
+                  checked={seatAgentIds.includes(a.id)}
+                  onChange={() => toggleSeat(a.id)}
+                  disabled={a.id === managerAgentId}
+                />
+                <span className="text-sm text-slate-700">{a.name}</span>
+                {a.id === managerAgentId && (
+                  <span className="text-[10px] text-slate-400">（已选为经理）</span>
+                )}
+              </label>
+            ))}
           </div>
-
-          {/* 席位智能体多选 */}
-          <div>
-            <label className="mb-1 block text-xs font-medium text-slate-600">
-              席位智能体（至少一个） <span className="text-red-500">*</span>
-            </label>
-            <div className="max-h-40 overflow-y-auto rounded-md border border-slate-200 p-2">
-              {agentsLoading && (
-                <div className="flex items-center justify-center py-2 text-xs text-slate-400">
-                  <Loader2 className="mr-1.5 h-3.5 w-3.5 animate-spin" /> 加载中…
-                </div>
-              )}
-              {agentsError && (
-                <div className="py-2 text-center text-xs text-red-500">
-                  加载失败：{(agentsError as Error)?.message ?? "未知错误"}
-                </div>
-              )}
-              {!agentsLoading && !agentsError && agents.length === 0 && (
-                <div className="py-2 text-center text-xs text-slate-400">暂无可用智能体</div>
-              )}
-              {!agentsLoading && !agentsError && agents.map((a) => (
-                <label key={a.id} className="flex cursor-pointer items-center gap-2 rounded px-1.5 py-1 hover:bg-slate-50">
-                  <input
-                    type="checkbox"
-                    checked={seatAgentIds.includes(a.id)}
-                    onChange={() => toggleSeat(a.id)}
-                    disabled={a.id === managerAgentId}
-                    className="h-3.5 w-3.5 rounded border-slate-300"
-                  />
-                  <span className="text-sm text-slate-700">{a.name}</span>
-                  {a.id === managerAgentId && (
-                    <span className="text-[10px] text-slate-400">（已选为经理）</span>
-                  )}
-                </label>
-              ))}
+          {seatAgentIds.length > 0 && (
+            <div className="mt-1 text-[10px] text-slate-400">
+              已选 {seatAgentIds.length} 个席位
             </div>
-            {seatAgentIds.length > 0 && (
-              <div className="mt-1 text-[10px] text-slate-400">
-                已选 {seatAgentIds.length} 个席位
-              </div>
-            )}
-          </div>
-
-          {/* 高级项折叠 */}
-          <div>
-            <button
-              type="button"
-              onClick={() => setShowAdvanced(!showAdvanced)}
-              className="text-xs text-blue-600 hover:underline"
-            >
-              {showAdvanced ? "收起高级选项" : "展开高级选项"}
-            </button>
-            {showAdvanced && (
-              <div className="mt-2 space-y-2 rounded-md border border-slate-100 bg-slate-50/50 p-2">
-                <div>
-                  <label className="mb-0.5 block text-[11px] text-slate-500">模型名称</label>
-                  <Input value={modelName} onChange={(e) => setModelName(e.target.value)} placeholder="留空使用默认" className="h-8 text-xs" />
-                </div>
-                <div>
-                  <label className="mb-0.5 block text-[11px] text-slate-500">推理强度</label>
-                  <Input value={reasoningEffort} onChange={(e) => setReasoningEffort(e.target.value)} placeholder="low / medium / high" className="h-8 text-xs" />
-                </div>
-                <div>
-                  <label className="mb-0.5 block text-[11px] text-slate-500">最大轮数</label>
-                  <Input value={maxRounds} onChange={(e) => setMaxRounds(e.target.value)} placeholder="留空使用默认" type="number" min={1} max={64} className="h-8 text-xs" />
-                </div>
-                <div>
-                  <label className="mb-0.5 block text-[11px] text-slate-500">写入策略</label>
-                  <select
-                    value={writePolicy}
-                    onChange={(e) => setWritePolicy(e.target.value)}
-                    className="h-8 w-full rounded-md border border-slate-200 bg-white px-2 text-xs"
-                  >
-                    <option value="">默认</option>
-                    <option value="auto">auto（自动执行）</option>
-                    <option value="confirm_high_risk">confirm_high_risk（高风险确认）</option>
-                    <option value="confirm_all_writes">confirm_all_writes（全部确认）</option>
-                  </select>
-                </div>
-              </div>
-            )}
-          </div>
+          )}
         </div>
-        <DialogFooter>
-          <Button variant="outline" onClick={() => onOpenChange(false)}>取消</Button>
-          <Button onClick={onSubmit} disabled={sessionActions.create.isPending}>
-            {sessionActions.create.isPending && <Loader2 className="mr-1 h-3.5 w-3.5 animate-spin" />}
-            创建
-          </Button>
-        </DialogFooter>
-      </DialogContent>
-    </Dialog>
+
+        {/* 高级项折叠 */}
+        <div>
+          <button
+            type="button"
+            onClick={() => setShowAdvanced(!showAdvanced)}
+            className="text-xs text-blue-600 hover:underline"
+          >
+            {showAdvanced ? "收起高级选项" : "展开高级选项"}
+          </button>
+          {showAdvanced && (
+            <div className="mt-2 space-y-2 rounded-md border border-slate-100 bg-slate-50/50 p-2">
+              <div>
+                <label className="mb-0.5 block text-[11px] text-slate-500">模型名称</label>
+                <TInput
+                  value={modelName}
+                  onChange={(val: string) => setModelName(val)}
+                  placeholder="留空使用默认"
+                  size="small"
+                />
+              </div>
+              <div>
+                <label className="mb-0.5 block text-[11px] text-slate-500">推理强度</label>
+                <TSelect
+                  value={reasoningEffort}
+                  onChange={(val) => setReasoningEffort(String(val))}
+                  size="small"
+                  options={[
+                    { label: "留空使用默认", value: "" },
+                    { label: "low", value: "low" },
+                    { label: "medium", value: "medium" },
+                    { label: "high", value: "high" },
+                  ]}
+                />
+              </div>
+              <div>
+                <label className="mb-0.5 block text-[11px] text-slate-500">最大轮数（1–64）</label>
+                <TInput
+                  value={maxRounds}
+                  onChange={(val: string) => setMaxRounds(val)}
+                  placeholder="留空使用默认"
+                  type="number"
+                  size="small"
+                />
+              </div>
+              <div>
+                <label className="mb-0.5 block text-[11px] text-slate-500">写入策略</label>
+                <TSelect
+                  value={writePolicy}
+                  onChange={(val) => setWritePolicy(String(val))}
+                  size="small"
+                  options={[
+                    { label: "默认", value: "" },
+                    { label: "auto（自动执行）", value: "auto" },
+                    { label: "confirm_high_risk（高风险确认）", value: "confirm_high_risk" },
+                    { label: "confirm_all_writes（全部确认）", value: "confirm_all_writes" },
+                  ]}
+                />
+              </div>
+            </div>
+          )}
+        </div>
+      </div>
+    </TDialog>
   );
 }
 
@@ -546,20 +595,20 @@ function CreateSessionDialog({
 export function DeleteSessionButton({ sessionId }: { sessionId: string }) {
   const actions = useMafSessionActions();
   return (
-    <Button
-      size="sm"
-      variant="ghost"
-      className="text-red-500 hover:bg-red-50 hover:text-red-600"
+    <TButton
+      theme="danger"
+      variant="outline"
+      size="small"
+      loading={actions.remove.isPending}
       onClick={() => {
         actions.remove.mutate(sessionId, {
           onSuccess: () => toast.success("已删除"),
           onError: (e: Error) => toast.error(`删除失败：${e.message}`),
         });
       }}
-      disabled={actions.remove.isPending}
     >
-      <Trash2 className="h-3.5 w-3.5" />
+      icon={<Trash2 className="h-3.5 w-3.5" />}
       删除
-    </Button>
+    </TButton>
   );
 }
diff --git a/frontend-web/src/roundtable-planning/lib/use-desensitize-subtree.ts b/frontend-web/src/roundtable-planning/lib/use-desensitize-subtree.ts
index c5185621..6b1fa4c9 100644
--- a/frontend-web/src/roundtable-planning/lib/use-desensitize-subtree.ts
+++ b/frontend-web/src/roundtable-planning/lib/use-desensitize-subtree.ts
@@ -1,67 +1,9 @@
 /**
- * 区域级脱敏 Hook —— 把某个容器（DOM 子树）里的**所有文本节点**做脱敏，
- * 用于「左/右侧面板 + 顶部标题」这类需要整片脱敏的区域：静态标题、动态内容、
- * 嵌套子组件文本一并覆盖，无需逐串包 `desensitize()`（那样易漏、难维护）。
+ * 区域级脱敏 Hook —— re-export shim。
  *
- * 用法：`const ref = useDesensitizeSubtree<HTMLDivElement>(); <section ref={ref}>…</section>`。
+ * 实现已抽到中性共享位置 `@/lib/use-desensitize-subtree`（MAF 会商、业务链条等多模块共享）。
+ * 本文件保留导出，旧 roundtable-planning 消费者零改动、行为完全一致。
  *
- * 设计要点：
- *  - 只读改文本节点（display-only），不碰 `<input>/<textarea>` 的 value、不改 React 状态/回传值；
- *  - `desensitize` 幂等（替换词不再命中词表），MutationObserver 重入安全；改写前先 disconnect 防自触发循环；
- *  - 想在区域内**保留原文**（如内嵌沙箱/消息列表），给该子树根加 `data-no-desensitize` 属性即可跳过。
- *
- * 注意：**不要**用它包「消息列表正文」或「沙箱产物预览」——这两处按需求保持原文，
- * 应作为独立容器、不挂本 Hook（智能体名称的脱敏单独在 MessageBubble 的 senderName 处理）。
+ * 用法不变：`const ref = useDesensitizeSubtree<HTMLDivElement>(); <section ref={ref}>…</section>`。
  */
-import { useEffect, useRef } from "react";
-
-import { desensitize } from "@/lib/desensitize";
-
-const _SKIP_TAGS = new Set(["SCRIPT", "STYLE", "TEXTAREA", "INPUT", "IFRAME", "CODE", "PRE"]);
-
-export function useDesensitizeSubtree<T extends HTMLElement>() {
-  const ref = useRef<T | null>(null);
-
-  useEffect(() => {
-    const root = ref.current;
-    if (!root || typeof MutationObserver === "undefined") return;
-
-    let observer: MutationObserver | null = null;
-
-    const apply = () => {
-      const walker = document.createTreeWalker(root, NodeFilter.SHOW_TEXT, {
-        acceptNode(node) {
-          const parent = node.parentElement;
-          if (!parent) return NodeFilter.FILTER_REJECT;
-          if (_SKIP_TAGS.has(parent.tagName)) return NodeFilter.FILTER_REJECT;
-          // 显式标记 data-no-desensitize 的子树保留原文（如内嵌沙箱）。
-          if (parent.closest("[data-no-desensitize]")) return NodeFilter.FILTER_REJECT;
-          return NodeFilter.FILTER_ACCEPT;
-        },
-      });
-      const edits: Array<[Text, string]> = [];
-      let current = walker.nextNode();
-      while (current) {
-        const textNode = current as Text;
-        const original = textNode.nodeValue ?? "";
-        if (original.trim()) {
-          const masked = desensitize(original);
-          if (masked !== original) edits.push([textNode, masked]);
-        }
-        current = walker.nextNode();
-      }
-      if (edits.length === 0) return;
-      // 改写期间停掉观察，避免自身改动再次触发，改完恢复。
-      observer?.disconnect();
-      for (const [textNode, masked] of edits) textNode.nodeValue = masked;
-      observer?.observe(root, { subtree: true, childList: true, characterData: true });
-    };
-
-    apply();
-    observer = new MutationObserver(() => apply());
-    observer.observe(root, { subtree: true, childList: true, characterData: true });
-    return () => observer?.disconnect();
-  });
-
-  return ref;
-}
+export { useDesensitizeSubtree } from "@/lib/use-desensitize-subtree";