diff --git a/release-notes-v0.7.1.md b/release-notes-v0.7.1.md
new file mode 100644
index 0000000..dc74c40
--- /dev/null
+++ b/release-notes-v0.7.1.md
@@ -0,0 +1,18 @@
+## v0.7.1
+
+### 实验功能设置：子代理模型配置
+
+- 新增「子代理模型（次主力模型）」设置：选择次主力模型后，子代理默认绑定该模型，不再继承主模型
+- 仅保存模型引用，子代理直接继承所选模型的上下文长度与思考模式，无需补丁配置
+- 界面只读展示继承的上下文长度与思考模式
+
+### 仪表盘用量统计
+
+- 识别子代理请求（`__secondary__`）：归为「子代理模型（估算）」独立展示，并缓存次主力模型定价，删除配置后历史记录仍稳定估算
+- 自定义网关模型（未收录 models.dev）按官方同名模型跨 provider 匹配价格，不再落入兜底估算
+
+### Downloads by platform
+
+- **Windows**: `.msi` installer
+- **macOS**: `.dmg` (unsigned — first launch needs right-click → Open) + `.app`
+- **Linux**: `.deb` / `.AppImage` / `.rpm`
diff --git a/src/components/SubagentSettingsPage.tsx b/src/components/SubagentSettingsPage.tsx
index 0596a5c..d2e4e10 100644
--- a/src/components/SubagentSettingsPage.tsx
+++ b/src/components/SubagentSettingsPage.tsx
@@ -15,7 +15,7 @@ import {
   setSecondaryModelOnly,
   type ExperimentalFlagDef,
 } from "../lib/subagent-settings";
-import { Card, Checkbox } from "./ui/controls";
+import { Card, Toggle } from "./ui/controls";
 
 interface SubagentSettingsPageProps {
   /** config.raw_other — hosts the `[experimental]` and `[secondary_model]` sections. */
@@ -71,6 +71,7 @@ export function SubagentSettingsPage({
     : isFlagLockedByEnv(env, secondaryFlag)
       ? forcedEnvValue(env, secondaryFlag)
       : flags["secondary-model"] === true;
+  const secondaryLocked = masterOn || isFlagLockedByEnv(env, secondaryFlag);
 
   const aliasList = Object.keys(models).sort();
 
@@ -127,10 +128,10 @@ export function SubagentSettingsPage({
             🔒 {t("lockedByEnv")}
           </span>
         )}
-        <Checkbox
-          label=""
+        <Toggle
           checked={on}
           disabled={locked}
+          ariaLabel={t(labels.name)}
           onChange={(checked) =>
             onChange(setExperimentalFlag(rawOther, flag.id, checked))
           }
@@ -160,17 +161,8 @@ export function SubagentSettingsPage({
           </div>
         )}
 
-        {/* Subagent: experimental flag + secondary model in one card */}
+        {/* Subagent: secondary model picker + inherited settings */}
         <Card title={t("secondaryModelSection")}>
-          {renderFlagRow(secondaryFlag)}
-          <div className="border-t border-border" />
-
-          {!secondaryEnabled && (
-            <div className="bg-amber-100 dark:bg-amber-900/20 border border-amber-300 dark:border-amber-500/30 rounded-lg px-3 py-2 text-sm text-amber-800 dark:text-amber-400">
-              {t("secondaryModelDisabledHint")}
-            </div>
-          )}
-
           <label className="flex items-center gap-3 text-sm text-content-primary">
             <span className="text-content-muted">{t("secondaryModelLabel")}</span>
             <select
@@ -200,21 +192,44 @@ export function SubagentSettingsPage({
             </select>
           </label>
 
+          <div className="border-t border-border" />
+          <div className="flex items-center gap-3">
+            <div className="flex-1 min-w-0">
+              <div className="text-xs text-content-muted">
+                {t(FLAG_LABELS[secondaryFlag.id].desc)}
+                <code className="ml-2">{secondaryFlag.envVar}</code>
+              </div>
+            </div>
+            {secondaryLocked && (
+              <span className="text-xs text-content-muted shrink-0">
+                🔒 {t("lockedByEnv")}
+              </span>
+            )}
+            <Toggle
+              checked={secondaryEnabled}
+              disabled={secondaryLocked}
+              ariaLabel={t(FLAG_LABELS[secondaryFlag.id].name)}
+              onChange={(checked) =>
+                onChange(setExperimentalFlag(rawOther, secondaryFlag.id, checked))
+              }
+            />
+          </div>
+
           {secondary.model !== undefined && (
-            <div className="rounded-lg border border-border bg-input/40 px-3 py-2 space-y-1.5">
-              <div className="flex items-center gap-3 text-sm">
-                <span className="text-content-muted w-24 shrink-0">
+            <div className="rounded-lg border border-border bg-input/40 px-3 py-2.5 space-y-2">
+              <div className="flex items-baseline gap-2 text-sm">
+                <span className="shrink-0 text-content-muted">
                   {t("secondaryModelInheritedContext")}
                 </span>
-                <span className="text-content-primary">
+                <span className="font-medium text-content-primary">
                   {inheritedContext ? fmtContext(inheritedContext) : "—"}
                 </span>
               </div>
-              <div className="flex items-center gap-3 text-sm">
-                <span className="text-content-muted w-24 shrink-0">
+              <div className="flex items-baseline gap-2 text-sm">
+                <span className="shrink-0 text-content-muted">
                   {t("secondaryModelInheritedEffort")}
                 </span>
-                <span className="text-content-primary">
+                <span className="font-medium text-content-primary">
                   {inheritedEffort ? effortLabel(inheritedEffort) : "—"}
                 </span>
               </div>
@@ -224,7 +239,6 @@ export function SubagentSettingsPage({
             </div>
           )}
 
-          <p className="text-xs text-content-muted">{t("secondaryModelHint")}</p>
           <p className="text-xs text-content-muted">{t("secondaryModelPriorityHint")}</p>
         </Card>
 
diff --git a/src/components/ui/controls.tsx b/src/components/ui/controls.tsx
index c2f5850..2aafdb4 100644
--- a/src/components/ui/controls.tsx
+++ b/src/components/ui/controls.tsx
@@ -42,6 +42,39 @@ export function Checkbox({
   );
 }
 
+/** Pill-style toggle switch with a sliding knob. */
+export function Toggle({
+  checked,
+  disabled,
+  onChange,
+  ariaLabel,
+}: {
+  checked: boolean;
+  disabled?: boolean;
+  onChange: (checked: boolean) => void;
+  ariaLabel?: string;
+}) {
+  return (
+    <button
+      type="button"
+      role="switch"
+      aria-checked={checked}
+      aria-label={ariaLabel}
+      disabled={disabled}
+      onClick={() => onChange(!checked)}
+      className={`relative h-5 w-9 shrink-0 rounded-full transition-colors duration-200 focus:ring-2 focus:ring-blue-500 focus:outline-none ${
+        checked ? "bg-blue-600" : "bg-border"
+      } ${disabled ? "cursor-not-allowed opacity-50" : ""}`}
+    >
+      <span
+        className={`absolute left-0.5 top-0.5 h-4 w-4 rounded-full bg-white shadow-sm transition-transform duration-200 ${
+          checked ? "translate-x-4" : "translate-x-0"
+        }`}
+      />
+    </button>
+  );
+}
+
 export function NumberField({
   label,
   value,