diff --git a/static/src/components/chat/quickdock/FileWindow.vue b/static/src/components/chat/quickdock/FileWindow.vue
index 1169f4e1..393f75b3 100644
--- a/static/src/components/chat/quickdock/FileWindow.vue
+++ b/static/src/components/chat/quickdock/FileWindow.vue
@@ -146,11 +146,19 @@ async function playEnter(row: Row, delay = 0) {
   }, 380);
 }
 
+// 首次（重）挂载的水合渲染一律静态：移动端↔桌面端切换时组件随 QuickDock
+// 整体 v-if 卸载重挂，immediate watch 立即以现有数据触发；此时 editedFilesLive
+// 可能是任务期 socket 事件残留的 true（socket 是最后一个写入者，之后没有
+// REST 回填重置它，与待办不同），不拦截会把全部行误判为「运行期新增」重播
+// 进入动画。只有挂载后 store 的新更新才允许走 live 动画路径。
+let hydrated = false;
+
 watch(
   editedFiles,
   (list) => {
     // live=true 来自任务期实时事件（播动画）；false 来自加载/bootstrap（静态呈现）
-    const live = quickDock.editedFilesLive;
+    const live = quickDock.editedFilesLive && hydrated;
+    hydrated = true;
     const byPath = new Map(list.map((item) => [item.path, item]));
 
     // 移除已消失的行（文件被删除 / 对话切换清空）
diff --git a/static/src/components/chat/quickdock/RunnerDetailPanel.vue b/static/src/components/chat/quickdock/RunnerDetailPanel.vue
index 5f8eed93..257e1afe 100644
--- a/static/src/components/chat/quickdock/RunnerDetailPanel.vue
+++ b/static/src/components/chat/quickdock/RunnerDetailPanel.vue
@@ -8,6 +8,7 @@
       <span class="qd-detail__dot" :class="`is-${stateClass}`"></span>
       <span class="qd-detail__title" :title="title">{{ title }}</span>
       <span class="qd-detail__badge" :class="`is-${stateClass}`">{{ statusText }}</span>
+      <span v-if="tokensText" class="qd-detail__tokens" :title="tokensTitle">{{ tokensText }}</span>
       <button class="qd-detail__close" title="关闭" @click="close">
         <svg viewBox="0 0 16 16" fill="none">
           <path
@@ -207,6 +208,51 @@ const statusText = computed(() => {
   return '已结束';
 });
 
+/* ---------------- 子智能体上下文 token（数据源：/api/sub_agents 列表轮询） ---------------- */
+
+/** 实时 token：列表 5s 轮询携带 current_context_tokens（与被移除的旧工作区面板同一字段） */
+const liveTokens = computed(() => {
+  const target = effectiveDetail.value;
+  if (!target || target.kind !== 'agent') {
+    return 0;
+  }
+  const agent = subAgentStore.subAgents.find((a) => a.task_id === target.id);
+  const tokens = Number(agent?.current_context_tokens);
+  return Number.isFinite(tokens) && tokens > 0 ? tokens : 0;
+});
+/** 关闭离开动画期间列表可能被替换取空，沿用最后快照避免闪烁（同 lastStatus） */
+const lastTokens = ref(0);
+watch(
+  liveTokens,
+  (val) => {
+    if (val > 0) {
+      lastTokens.value = val;
+    }
+  },
+  { immediate: true }
+);
+const currentTokens = computed(() => liveTokens.value || lastTokens.value);
+
+/** 单位用 Tokens：>=1000 显示 x.xk Tokens，否则 n Tokens */
+function formatCtxTokens(tokens: number): string {
+  if (!tokens || tokens <= 0) {
+    return '';
+  }
+  if (tokens >= 1000) {
+    return `${(tokens / 1000).toFixed(1)}k Tokens`;
+  }
+  return `${tokens} Tokens`;
+}
+
+const tokensText = computed(() => {
+  if (effectiveDetail.value?.kind !== 'agent') {
+    return '';
+  }
+  return formatCtxTokens(currentTokens.value);
+});
+
+const tokensTitle = computed(() => `上下文 ${currentTokens.value.toLocaleString()} tokens`);
+
 /* ---------------- 子智能体时间线（逻辑借鉴 SubAgentActivityDialog） ---------------- */
 
 function normalizeStatus(status?: string) {
diff --git a/static/src/components/chat/quickdock/quickdock.css b/static/src/components/chat/quickdock/quickdock.css
index 22457c17..b77fd60d 100644
--- a/static/src/components/chat/quickdock/quickdock.css
+++ b/static/src/components/chat/quickdock/quickdock.css
@@ -552,6 +552,15 @@
   color: var(--state-danger);
 }
 
+.qd-detail__tokens {
+  flex: none;
+  font-size: 11px;
+  line-height: 1;
+  color: var(--text-tertiary);
+  font-variant-numeric: tabular-nums;
+  white-space: nowrap;
+}
+
 .qd-detail__close {
   flex: none;
   margin-left: auto;
diff --git a/static/src/stores/backgroundCommand.ts b/static/src/stores/backgroundCommand.ts
index c7a5b8fa..eb1d9191 100644
--- a/static/src/stores/backgroundCommand.ts
+++ b/static/src/stores/backgroundCommand.ts
@@ -68,7 +68,11 @@ export const useBackgroundCommandStore = defineStore('backgroundCommand', {
         }
         const data = await resp.json();
         if (data.success) {
-          this.commands = Array.isArray(data.data) ? data.data : [];
+          const commands: BackgroundCommand[] = Array.isArray(data.data) ? data.data : [];
+          // 统一按创建时间升序（最新在末尾）：后端返回倒序，
+          // 快捷窗口设计要求最新条目出现在列表底部（与待办/子智能体/文件一致）。
+          commands.sort((a, b) => (Number(a?.created_at) || 0) - (Number(b?.created_at) || 0));
+          this.commands = commands;
           const activeId = this.activeCommand?.command_id;
           if (activeId) {
             const latest = this.commands.find((item) => item.command_id === activeId);
diff --git a/static/src/stores/subAgent.ts b/static/src/stores/subAgent.ts
index 011f5a0e..e6fe7eef 100644
--- a/static/src/stores/subAgent.ts
+++ b/static/src/stores/subAgent.ts
@@ -11,6 +11,7 @@ interface SubAgent {
   notice_pending?: boolean;
   display_name?: string;
   current_context_tokens?: number;
+  created_at?: number | string;
 }
 
 interface SubAgentActivityEntry {
@@ -76,6 +77,12 @@ export const useSubAgentStore = defineStore('subAgent', {
           const agents = conversationStore.multiAgentMode
             ? (Array.isArray(data.agents) ? data.agents : [])
             : (Array.isArray(data.data) ? data.data : []);
+          // 统一按创建时间升序（最新在末尾）：传统模式后端返回倒序，
+          // 快捷窗口设计要求最新条目出现在列表底部（与待办/后台指令/文件一致）。
+          agents.sort(
+            (a: SubAgent, b: SubAgent) =>
+              (Number(a?.created_at) || 0) - (Number(b?.created_at) || 0)
+          );
           this.subAgents = agents;
           const activeTaskId = this.activeAgent?.task_id;
           if (activeTaskId) {