diff --git a/frontend/web/src/admin/modules/Agents.tsx b/frontend/web/src/admin/modules/Agents.tsx
index d2f88dc..28ed318 100644
--- a/frontend/web/src/admin/modules/Agents.tsx
+++ b/frontend/web/src/admin/modules/Agents.tsx
@@ -6,6 +6,7 @@ import { Button, EmptyState, Surface, Tag, type TagTone } from "../../components
 import { sendUp } from "../../lib/ws";
 import { useAuditStore } from "../audit";
 import { Icon } from "../../components/Icon";
+import { FlowGraphView } from "./FlowGraph";
 
 const statusTone: Record<AgentStatus, { label: string; tone: TagTone }> = {
   idle: { label: "空闲", tone: "neutral" },
@@ -15,8 +16,21 @@ const statusTone: Record<AgentStatus, { label: string; tone: TagTone }> = {
   error: { label: "错误", tone: "err" },
 };
 
-function AgentCard({ agent, onKill }: { agent: AgentInfo; onKill: (id: string) => void }): React.ReactNode {
+function AgentCard({ agent }: { agent: AgentInfo }): React.ReactNode {
   const meta = statusTone[agent.status] ?? statusTone.idle;
+  const log = useAuditStore((s) => s.log);
+  const [hint, setHint] = useState<string | null>(null);
+
+  const query = () => {
+    const ok = sendUp({ type: "task_output_query", data: { taskId: agent.id } });
+    log(`agent.query:${agent.id}`, ok ? "ok" : "error");
+    setHint(ok ? "已请求上下文，输出见下方「任务日志」。" : "WS 未连接，无法查询。");
+  };
+  const kill = () => {
+    log(`agent.kill:${agent.id}`, "error");
+    setHint("终止子代理需后端 M10+ 能力接入，当前为只读展示，未执行任何操作。");
+  };
+
   return (
     <Surface className="space-y-2">
       <div className="flex items-center gap-2">
@@ -40,13 +54,14 @@ function AgentCard({ agent, onKill }: { agent: AgentInfo; onKill: (id: string) =
       ))}
       {agent.message ? <div className="text-xs text-[var(--mu-text-mid)]">{agent.message}</div> : null}
       <div className="flex gap-2">
-        <Button size="sm" variant="ghost" onClick={() => sendUp({ type: "task_output_query", data: { taskId: agent.id } })}>
+        <Button size="sm" variant="ghost" onClick={query}>
           上下文查询
         </Button>
-        <Button size="sm" variant="outline" onClick={() => onKill(agent.id)}>
+        <Button size="sm" variant="outline" onClick={kill}>
           终止
         </Button>
       </div>
+      {hint ? <div className="text-xs text-[var(--mu-text-lo)]">{hint}</div> : null}
     </Surface>
   );
 }
@@ -58,6 +73,7 @@ export function AgentsModule(): React.ReactNode {
   const clearTaskLog = useAppStore((s) => s.clearTaskLog);
   const log = useAuditStore((s) => s.log);
   const [tab, setTab] = useState<"main" | "sub">("main");
+  const [respawnHint, setRespawnHint] = useState(false);
 
   const subAgents = agents.filter((a) => a.id !== "main");
   const list = tab === "main" ? agents.filter((a) => a.id === "main") : subAgents;
@@ -71,8 +87,8 @@ export function AgentsModule(): React.ReactNode {
           <Button
             variant="soft"
             onClick={() => {
-              log("agent.respawn", "ok");
-              alert("重派（占位）：后端 M10+ 提供子代理重派。");
+              log("agent.respawn", "error");
+              setRespawnHint(true);
             }}
           >
             重派
@@ -80,22 +96,21 @@ export function AgentsModule(): React.ReactNode {
         }
       />
 
+      {respawnHint ? (
+        <Notice tone="warn">子代理重派需后端 M10+ 能力接入，当前未启用；可先通过「上下文查询」与任务日志查看已运行子代理。</Notice>
+      ) : null}
+
       <div className="flex items-center gap-2">
         <TabPill active={tab === "main"} onClick={() => setTab("main")}>主会话</TabPill>
         <TabPill active={tab === "sub"} onClick={() => setTab("sub")}>子代理 ({subAgents.length})</TabPill>
       </div>
 
       {flowGraph ? (
-        <Surface className="flex flex-wrap items-center gap-3">
-          {flowGraph.nodes.map((n, i) => (
-            <div key={n.id} className="flex items-center gap-3">
-              <Tag tone={n.status === "running" ? "accent" : "neutral"}>{n.label}</Tag>
-              {i < flowGraph.nodes.length - 1 ? <span className="text-[var(--mu-text-lo)]">→</span> : null}
-            </div>
-          ))}
+        <Surface gap="sm">
+          <FlowGraphView graph={flowGraph} />
         </Surface>
       ) : (
-        <Notice>流程图占位 —— 连接 /ws/chat 后按 graph_update 事件渲染。</Notice>
+        <Notice>暂无流程图数据 —— 连接 /ws/chat 后按 graph_update 事件实时渲染。</Notice>
       )}
 
       {list.length === 0 ? (
@@ -103,7 +118,7 @@ export function AgentsModule(): React.ReactNode {
       ) : (
         <div className="space-y-3">
           {list.map((a) => (
-            <AgentCard key={a.id} agent={a} onKill={(id) => { log(`agent.kill:${id}`, "ok"); alert(`终止 ${id}（占位）`); }} />
+            <AgentCard key={a.id} agent={a} />
           ))}
         </div>
       )}
@@ -123,7 +138,9 @@ export function AgentsModule(): React.ReactNode {
             </div>
           ))
         )}
-        <Notice>子代理链上下文查询、终止/重派、流程图导出需后端 M10+ 提供。</Notice>
+        <Notice>
+          任务日志实时来自 task_output 事件；「上下文查询」通过 task_output_query 上行帧查询真实输出（已接后端）。终止 / 重派需后端 M10+ 提供，当前为只读展示。
+        </Notice>
       </Surface>
     </div>
   );
diff --git a/frontend/web/src/admin/modules/Backthink.tsx b/frontend/web/src/admin/modules/Backthink.tsx
index 9852303..523e3bc 100644
--- a/frontend/web/src/admin/modules/Backthink.tsx
+++ b/frontend/web/src/admin/modules/Backthink.tsx
@@ -5,9 +5,11 @@ import { Notice, PageHeader } from "../components";
 import { Button, EmptyState, Surface, Tag } from "../../components/primitives";
 import type { BackthinkItem } from "../../lib/types";
 import { Icon } from "../../components/Icon";
+import { FlowGraphView } from "./FlowGraph";
 
 function BackthinkRow({ item }: { item: BackthinkItem }): React.ReactNode {
   const markPushed = useAppStore((s) => s.markBackthinkPushed);
+  const flowGraph = useAppStore((s) => s.flowGraph);
   const [open, setOpen] = useState(false);
 
   return (
@@ -35,9 +37,13 @@ function BackthinkRow({ item }: { item: BackthinkItem }): React.ReactNode {
         {open ? "收起链路" : "查看完整链路导图"}
       </button>
       {open ? (
-        <div className="rounded-[var(--mu-radius-lg)] border border-dashed border-[var(--mu-glass-border)] px-4 py-8 text-center text-xs text-[var(--mu-text-lo)]">
-          链路导图占位 —— 后端 M10+ 提供思维链 / 流程图（graph_update 事件已接入实时通道）。
-        </div>
+        flowGraph ? (
+          <FlowGraphView graph={flowGraph} />
+        ) : (
+          <div className="rounded-[var(--mu-radius-lg)] border border-dashed border-[var(--mu-glass-border)] px-4 py-8 text-center text-xs text-[var(--mu-text-lo)]">
+            暂无链路导图数据 —— 等待 graph_update 事件。
+          </div>
+        )
       ) : null}
     </Surface>
   );
@@ -47,6 +53,7 @@ export function BackthinkModule(): React.ReactNode {
   const backthink = useAppStore((s) => s.backthink);
   const log = useAuditStore((s) => s.log);
   const [filter, setFilter] = useState<"all" | "notify" | "silent">("all");
+  const [interveneHint, setInterveneHint] = useState(false);
 
   const items = backthink.filter((b) => {
     if (filter === "notify") return b.shouldNotify === true;
@@ -63,8 +70,8 @@ export function BackthinkModule(): React.ReactNode {
           <Button
             variant="soft"
             onClick={() => {
-              log("backthink.intervene", "ok");
-              alert("干预（占位）：后端 M10+ 提供打断/重派。");
+              log("backthink.intervene", "error");
+              setInterveneHint(true);
             }}
           >
             干预
@@ -72,6 +79,10 @@ export function BackthinkModule(): React.ReactNode {
         }
       />
 
+      {interveneHint ? (
+        <Notice tone="warn">对后台思考的打断 / 重派需后端 M10+ 能力接入，当前未启用；此处仅展示已产生的思考记录。</Notice>
+      ) : null}
+
       <div className="flex items-center gap-2">
         <FilterPill active={filter === "all"} onClick={() => setFilter("all")}>全部</FilterPill>
         <FilterPill active={filter === "notify"} onClick={() => setFilter("notify")}>需打扰</FilterPill>
@@ -88,7 +99,7 @@ export function BackthinkModule(): React.ReactNode {
         </div>
       )}
 
-      <Notice>数据源：/ws/chat 下行 backthink / thinking 事件（实时）；导图与干预为后端 M10+ 提供。</Notice>
+      <Notice>数据源：/ws/chat 下行 backthink / thinking 与 graph_update 事件（实时）。干预为后端 M10+ 提供，当前为只读展示。</Notice>
     </div>
   );
 }
diff --git a/frontend/web/src/admin/modules/FlowGraph.tsx b/frontend/web/src/admin/modules/FlowGraph.tsx
new file mode 100644
index 0000000..4577c2f
--- /dev/null
+++ b/frontend/web/src/admin/modules/FlowGraph.tsx
@@ -0,0 +1,241 @@
+import { useId } from "react";
+import type { ReactNode } from "react";
+import type {
+  AgentStatus,
+  FlowEdge,
+  FlowGraph,
+  FlowNode,
+} from "../../lib/types";
+
+/** Lightweight SVG directed-graph renderer for a FlowGraph (no graph deps).
+ *  Left-to-right layered layout: a node's layer is its longest-path depth from
+ *  a root; within a layer nodes are stacked top-down. Edges are cubic beziers
+ *  with an arrowhead; node stroke/fill is coded by status. */
+
+const NODE_W = 148;
+const NODE_H = 52;
+const GAP_X = 64;
+const GAP_Y = 30;
+const PAD = 20;
+
+interface FlowTone {
+  stroke: string;
+  fill: string;
+  label: string;
+}
+
+const flowTone: Record<AgentStatus, FlowTone> = {
+  idle: {
+    stroke: "var(--mu-surface-5)",
+    fill: "color-mix(in srgb, var(--mu-surface-5) 18%, transparent)",
+    label: "空闲",
+  },
+  running: {
+    stroke: "var(--mu-accent)",
+    fill: "color-mix(in srgb, var(--mu-accent) 18%, transparent)",
+    label: "运行中",
+  },
+  blocked: {
+    stroke: "var(--mu-warn)",
+    fill: "color-mix(in srgb, var(--mu-warn) 18%, transparent)",
+    label: "阻塞",
+  },
+  done: {
+    stroke: "var(--mu-ok)",
+    fill: "color-mix(in srgb, var(--mu-ok) 18%, transparent)",
+    label: "完成",
+  },
+  error: {
+    stroke: "var(--mu-err)",
+    fill: "color-mix(in srgb, var(--mu-err) 18%, transparent)",
+    label: "错误",
+  },
+};
+
+const STATUS_ORDER: ReadonlyArray<AgentStatus> = [
+  "idle",
+  "running",
+  "blocked",
+  "done",
+  "error",
+];
+
+interface PlacedNode {
+  node: FlowNode;
+  x: number;
+  y: number;
+  tone: FlowTone;
+}
+
+function layout(graph: FlowGraph): {
+  placed: PlacedNode[];
+  edges: FlowEdge[];
+  width: number;
+  height: number;
+} {
+  if (graph.nodes.length === 0) {
+    return { placed: [], edges: [], width: PAD * 2, height: PAD * 2 };
+  }
+
+  const byId = new Map<string, FlowNode>();
+  graph.nodes.forEach((n) => byId.set(n.id, n));
+
+  const preds = new Map<string, string[]>();
+  graph.nodes.forEach((n) => preds.set(n.id, []));
+
+  const validEdges: FlowEdge[] = [];
+  graph.edges.forEach((e) => {
+    if (e.from === e.to) return;
+    if (!byId.has(e.from) || !byId.has(e.to)) return;
+    preds.get(e.to)!.push(e.from);
+    validEdges.push(e);
+  });
+
+  const memo = new Map<string, number>();
+  const visiting = new Set<string>();
+  const depth = (id: string): number => {
+    const cached = memo.get(id);
+    if (cached !== undefined) return cached;
+    if (visiting.has(id)) return 0;
+    visiting.add(id);
+    let d = 0;
+    for (const p of preds.get(id)!) d = Math.max(d, depth(p) + 1);
+    visiting.delete(id);
+    memo.set(id, d);
+    return d;
+  };
+
+  const byLayer = new Map<number, string[]>();
+  let maxRows = 0;
+  graph.nodes.forEach((n) => {
+    const l = depth(n.id);
+    const arr = byLayer.get(l) ?? [];
+    arr.push(n.id);
+    byLayer.set(l, arr);
+    maxRows = Math.max(maxRows, arr.length);
+  });
+
+  const layers = Array.from(byLayer.keys()).sort((a, b) => a - b);
+  const pos = new Map<string, { x: number; y: number }>();
+  layers.forEach((l, li) => {
+    const ids = byLayer.get(l)!;
+    ids.forEach((id, ri) =>
+      pos.set(id, { x: PAD + li * (NODE_W + GAP_X), y: PAD + ri * (NODE_H + GAP_Y) })
+    );
+  });
+
+  const width = PAD * 2 + layers.length * NODE_W + (layers.length - 1) * GAP_X;
+  const height = PAD * 2 + maxRows * NODE_H + (maxRows - 1) * GAP_Y;
+
+  const placed: PlacedNode[] = graph.nodes.map((n) => {
+    const p = pos.get(n.id)!;
+    return {
+      node: n,
+      x: p.x,
+      y: p.y,
+      tone: flowTone[n.status ?? "idle"] ?? flowTone.idle,
+    };
+  });
+
+  return { placed, edges: validEdges, width, height };
+}
+
+function clampLabel(label: string): string {
+  return label.length > 20 ? `${label.slice(0, 19)}…` : label;
+}
+
+export function FlowGraphView({ graph }: { graph: FlowGraph }): ReactNode {
+  const markerId = useId().replace(/[^a-zA-Z0-9]/g, "");
+  const { placed, edges, width, height } = layout(graph);
+
+  return (
+    <div className="space-y-2">
+      <div className="overflow-x-auto rounded-[var(--mu-radius)] border border-[var(--mu-glass-border)] bg-[var(--mu-surface-2)] p-3">
+        <svg width={width} height={height} viewBox={`0 0 ${width} ${height}`} className="block">
+          <defs>
+            <marker
+              id={markerId}
+              viewBox="0 0 10 10"
+              refX="9"
+              refY="5"
+              markerWidth="7"
+              markerHeight="7"
+              orient="auto-start-reverse"
+            >
+              <path d="M 0 0 L 10 5 L 0 10 z" fill="var(--mu-text-lo)" />
+            </marker>
+          </defs>
+          {edges.map((e, i) => {
+            const s = placed.find((p) => p.node.id === e.from);
+            const t = placed.find((p) => p.node.id === e.to);
+            if (!s || !t) return null;
+            const sx = s.x + NODE_W;
+            const sy = s.y + NODE_H / 2;
+            const tx = t.x;
+            const ty = t.y + NODE_H / 2;
+            const dx = Math.max(24, Math.abs(tx - sx) / 2);
+            return (
+              <path
+                key={i}
+                d={`M ${sx} ${sy} C ${sx + dx} ${sy}, ${tx - dx} ${ty}, ${tx} ${ty}`}
+                fill="none"
+                stroke="var(--mu-text-lo)"
+                strokeWidth="1.5"
+                markerEnd={`url(#${markerId})`}
+              />
+            );
+          })}
+          {placed.map((p) => (
+            <g key={p.node.id}>
+              <rect
+                x={p.x}
+                y={p.y}
+                width={NODE_W}
+                height={NODE_H}
+                rx="12"
+                fill={p.tone.fill}
+                stroke={p.tone.stroke}
+                strokeWidth="1.5"
+              />
+              {p.node.kind ? (
+                <text
+                  x={p.x + NODE_W / 2}
+                  y={p.y + 20}
+                  textAnchor="middle"
+                  fontSize="9"
+                  fill="var(--mu-text-lo)"
+                >
+                  {p.node.kind}
+                </text>
+              ) : null}
+              <text
+                x={p.x + NODE_W / 2}
+                y={p.y + (p.node.kind ? 41 : NODE_H / 2 + 5)}
+                textAnchor="middle"
+                fontSize="12"
+                fontWeight="500"
+                fill="var(--mu-text-hi)"
+              >
+                {clampLabel(p.node.label)}
+              </text>
+            </g>
+          ))}
+        </svg>
+      </div>
+      <div className="flex flex-wrap items-center gap-3 px-1">
+        {STATUS_ORDER.map((s) => (
+          <span
+            key={s}
+            className="inline-flex items-center gap-1.5 text-[10px] text-[var(--mu-text-lo)]"
+          >
+            <span
+              className="h-2 w-2 rounded-full"
+              style={{ backgroundColor: flowTone[s].stroke }}
+            />
+            {flowTone[s].label}
+          </span>
+        ))}
+      </div>
+    </div>
+  );
+}