From ff035773e5449fac807238b6bc27f108f06ae3fe Mon Sep 17 00:00:00 2001
From: crosswk <crosswk@users.noreply.github.com>
Date: Wed, 8 Jul 2026 16:11:33 +0800
Subject: [PATCH] =?UTF-8?q?chore:=200.0.8=20=E6=9B=B4=E6=96=B0=EF=BC=88?=
 =?UTF-8?q?=E6=9C=AC=E5=9C=B0=E6=A8=A1=E5=9E=8B=E3=80=81=E5=B0=8F=E7=B1=B3?=
 =?UTF-8?q?=20MiMo=20=E4=BE=9B=E5=BA=94=E5=95=86=E3=80=81=E4=BD=93?=
 =?UTF-8?q?=E9=AA=8C=E4=BC=98=E5=8C=96=E4=B8=8E=E5=A4=9A=E9=A1=B9=E4=BF=AE?=
 =?UTF-8?q?=E5=A4=8D=EF=BC=89?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 CHANGELOG.md                                  |  58 ++
 README.md                                     |  33 +-
 client/package.json                           |   2 +-
 client/src-tauri/Cargo.lock                   | 411 +++++++++++-
 client/src-tauri/Cargo.toml                   |   7 +-
 client/src-tauri/resources/silero_vad.onnx    | Bin 0 -> 643854 bytes
 client/src-tauri/src/commands/audio_mute.rs   | 125 ++++
 client/src-tauri/src/commands/mod.rs          |   1 +
 client/src-tauri/src/commands/shortcuts.rs    | 107 +++-
 client/src-tauri/src/inject/mod.rs            |  61 ++
 client/src-tauri/src/keyboard/mod.rs          |  52 +-
 client/src-tauri/src/main.rs                  |  37 +-
 client/src-tauri/src/models/catalog.rs        |  58 +-
 client/src-tauri/src/models/downloader.rs     | 116 ++--
 client/src-tauri/src/models/local_asr.rs      | 264 +++++++-
 client/src-tauri/src/models/registry.rs       |   8 +
 .../src/providers/ai_openai_compat.rs         |  26 +-
 client/src-tauri/src/providers/asr_mimo.rs    | 177 ++++++
 client/src-tauri/src/providers/mod.rs         |   1 +
 client/src-tauri/src/providers/registry.rs    |  16 +-
 client/src-tauri/tauri.conf.json              |   4 +-
 client/src/App.tsx                            |  10 +
 .../src/components/TextReplacementSection.tsx | 164 +++--
 client/src/components/TitleBar.tsx            |   5 +-
 client/src/components/WelcomeGuide.tsx        |  27 +-
 .../components/history/HistoryRecordList.tsx  |   5 +-
 client/src/components/ui/tooltip.tsx          |  10 +-
 .../features/settings/AIInstructionsPage.tsx  |  46 +-
 .../features/settings/AIProviderSection.tsx   |  44 +-
 .../src/features/settings/AsrTestSection.tsx  |   1 +
 .../src/features/settings/CloudAPISection.tsx |  53 +-
 .../features/settings/GeneralSettingsPage.tsx |  12 +-
 .../features/settings/LocalModeSection.tsx    |  76 ++-
 .../features/settings/PromptPresetSection.tsx |  21 +
 .../src/features/settings/ServerSection.tsx   |  16 +-
 .../src/features/settings/ShortcutInputs.tsx  |  53 +-
 client/src/features/settings/utils.ts         |  55 +-
 .../src/features/update/releaseHighlights.ts  |  22 +
 client/src/hooks/useActivePreset.ts           |   6 +
 client/src/lib/__tests__/asrModels.test.ts    |   1 +
 client/src/lib/asrModels.ts                   |   1 +
 client/src/lib/shortcutKeys.ts                |  81 +++
 client/src/overlay/Overlay.tsx                |  19 +-
 client/src/pages/About.tsx                    |  17 +
 client/src/pages/History.tsx                  |   5 +-
 client/src/pages/Home.tsx                     |   8 +-
 .../__tests__/textReplacement.test.ts         |  49 +-
 client/src/services/audio.ts                  |   4 +-
 client/src/services/bridge.ts                 |  19 +
 client/src/services/defaults.ts               |   3 +-
 client/src/services/feedback.ts               |  55 +-
 .../src/services/recorder/OverlayService.ts   |  15 +
 .../services/recorder/RecorderOrchestrator.ts | 129 +++-
 client/src/services/store.ts                  |  14 +
 client/src/services/textReplacement.ts        |  46 ++
 .../services/transcription/LocalProvider.ts   |   1 +
 client/src/services/websocket.ts              |  32 +-
 .../src/services/webviewKeyboardFallback.ts   |  30 +-
 client/src/stores/activePreset.ts             |  70 +++
 docs/images/readme/SayIt 用户反馈微信群.jpg   | Bin 249510 -> 164227 bytes
 docs/images/readme/微信公众号.jpg             | Bin 0 -> 59836 bytes
 server/backend/app/admin.py                   | 341 ----------
 server/backend/app/main.py                    | 126 ++--
 server/backend/app/recorder.py                |  27 -
 server/backend/tests/test_admin.py            |  85 ---
 server/web/admin.css                          | 425 -------------
 server/web/admin.html                         |  34 -
 server/web/admin.js                           | 587 ------------------
 68 files changed, 2488 insertions(+), 1926 deletions(-)
 create mode 100644 CHANGELOG.md
 create mode 100644 client/src-tauri/resources/silero_vad.onnx
 create mode 100644 client/src-tauri/src/commands/audio_mute.rs
 create mode 100644 client/src-tauri/src/providers/asr_mimo.rs
 create mode 100644 client/src/features/update/releaseHighlights.ts
 create mode 100644 client/src/hooks/useActivePreset.ts
 create mode 100644 client/src/lib/shortcutKeys.ts
 create mode 100644 client/src/stores/activePreset.ts
 create mode 100644 docs/images/readme/微信公众号.jpg
 delete mode 100644 server/backend/app/admin.py
 delete mode 100644 server/backend/app/recorder.py
 delete mode 100644 server/backend/tests/test_admin.py
 delete mode 100644 server/web/admin.css
 delete mode 100644 server/web/admin.html
 delete mode 100644 server/web/admin.js

diff --git a/CHANGELOG.md b/CHANGELOG.md
new file mode 100644
index 0000000..57d916a
--- /dev/null
+++ b/CHANGELOG.md
@@ -0,0 +1,58 @@
+# 更新日志
+
+本文件记录 SayIt 各版本的功能变更、Bug 修复与优化。
+
+格式参考 [Keep a Changelog](https://keepachangelog.com/zh-CN/1.1.0/)，
+版本号遵循 [语义化版本](https://semver.org/lang/zh-CN/)。
+
+变更分类：`新增` / `修复` / `优化` / `变更` / `移除` / `安全`。
+
+---
+
+## [0.0.8] - 2026-07-08
+
+### 新增
+- 新增「录音时静音系统声音」开关（默认关闭）：按住说话时临时静音系统输出，避免外放声音被麦克风录入，松开即恢复。
+- 润色模式支持自定义快捷键切换：为任意润色模式设置组合键（如 Alt+1），全局按下即可切换，切换时悬浮窗即时提示。
+- 文本替换支持批量添加：粘贴多行内容（支持逗号、制表符、`=>` 分隔）一次性导入多条规则，已存在的原文会更新。
+- 热键支持更多按键：菜单键、Pause、ScrollLock、Insert，便于避开易冲突的按键。
+- 免提组合键（如 Alt+字母）设置时增加冲突提示，若已被其他程序占用会提醒更换。
+- 关于页面新增「本次更新」板块，展示当前版本的主要更新内容。
+- 服务器模式的服务地址增加说明提示（悬停信息图标查看），介绍默认体验服务器的用途与替代方案。
+- 本地识别新增 Qwen3-ASR 0.6B 模型：支持多语种、准确度更高，适合对识别质量要求高的场景。
+- 本地模型列表新增速度 / 准确度评分与「推荐」标识，方便按需选择合适的模型。
+- 本地识别支持热词：使用 Qwen3-ASR 时，热词可提升专有名词与行业术语的识别准确率。
+- 云 API 语音识别新增「小米 MiMo」供应商（mimo-v2.5-asr）：中英文与多种方言，自动标点，仅需填入 API Key。
+- AI 润色新增「小米 MiMo」供应商（mimo-v2.5 / mimo-v2.5-pro），默认使用 mimo-v2.5。
+
+### 优化
+- 去除悬浮窗胶囊与卡片的投影，消除窗口边缘出现的灰色残影。
+- 标题栏「AI 整理」按钮 hover 时显示当前润色模式；快捷键切换后 AI 整理页高亮实时更新。
+- 意见反馈附带更多排错信息（当前应用/窗口/进程、识别参数、客户端环境），随「最后的转录」开关控制是否附带；不含音频与 IP。
+- 首次安装直接进入设置向导，不再短暂闪现主页。
+- 服务器模式下未连接后端时，按免提键改为显示简短告警，不再弹出无法关闭的悬浮窗。
+- 托盘图标提示语更新为「随口说，出色写」。
+- 长语音（超过约 30 秒）本地识别自动在停顿处分段处理，避免超长音频卡死或识别异常。
+- 本地模型下载更稳更快：支持多下载源自动切换、断点续传，国内网络自动走加速通道。
+- 小米 MiMo AI 润色默认关闭深度思考，回复更快。
+- AI 供应商点击模型标签即刻生效并保存，无需再点保存按钮。
+
+### 修复
+- 修复在 CMD 中运行 Claude Code 等程序时无法插入文本的问题。
+- 修复开启「录音时静音系统声音」后，按下热键没有就绪提示音的问题。
+- 修复设置向导中更换热键后，测试仍需按默认键才生效的问题。
+- 修复设置向导中更换免提热键后，首页提示仍显示旧按键、需切换页面才刷新的问题。
+- 修复云 API 语音识别切换供应商时误带入其它供应商 API Key 的问题，各供应商密钥现独立保存。
+- 修复 AI 润色实际运行、但未改动文本时，历史记录不显示所用 AI 供应商与模型的问题。
+- 修复修改服务地址（含填错地址）后，左下角连接状态未刷新、仍显示已连接的问题。
+- 修复同时打开两个客户端导致插入两份重复文本的问题，现改为单实例，二次启动会唤起已有窗口。
+- 修复远程桌面等场景下，历史记录音频播放进度条卡住不动的问题。
+- 修复切换 AI 供应商后可能仍沿用上一个供应商地址与模型的问题（如选了豆包却调用了其他模型）。
+- 修复在 TRAE、Cursor、Windsurf 等编辑器中无法插入文本、只弹出兜底卡片的问题。
+- 默认开启麦克风降噪，消除部分机器录音中的低频电流声/底噪。
+
+---
+
+## [0.0.7]
+
+- 已发布基线版本。
diff --git a/README.md b/README.md
index 210b612..4abf007 100644
--- a/README.md
+++ b/README.md
@@ -13,6 +13,8 @@
 
 **[下载客户端](https://github.com/crosswk/SayIt/releases/latest)** · **[网页版体验](https://sayitapp.site)** · **[配置文档](docs/)**
 
+**视频介绍：[我做了一个开源 AI 语音输入法——SayIt](https://www.bilibili.com/video/BV1JLTs6REPU/)**（B 站）
+
 </div>
 
 ---
@@ -129,7 +131,7 @@ cd backend && uvicorn app.main:app --host 0.0.0.0 --port 8000
 
 - **全局语音输入** — 在任何应用中按下快捷键即可口述，文字自动插入光标位置
 - **AI 智能润色** — 口语自动转书面语，去口癖、纠错、分段，Prompt 完全可自定义
-- **多种语音识别** — 豆包 ASR、千问 ASR、本地离线识别（sherpa-onnx）
+- **多种语音识别** — 豆包 ASR、千问 ASR，以及本地离线识别（SenseVoice、Qwen3-ASR，基于 sherpa-onnx）
 - **热词增强** — 自定义专业术语词表，提升识别准确率
 - **悬浮窗反馈** — 录音状态、波形动画、处理进度实时可见
 - **历史记录** — 所有转录结果本地保存，支持搜索和收藏
@@ -162,15 +164,15 @@ SayIt/
 
 ## 技术栈
 
-| 层 | 技术 |
-|----|------|
-| 桌面客户端 | Tauri v2、React、TypeScript、Tailwind CSS |
-| 客户端系统集成 | Rust（全局键盘钩子、剪贴板、SQLite） |
-| 后端服务 | Python、FastAPI、WebSocket |
-| 语音识别 | Qwen3-ASR + vLLM / 豆包 ASR / 千问 ASR / sherpa-onnx |
-| AI 润色 | DeepSeek / 通义千问 / Azure OpenAI / Ollama |
-| 部署 | Docker Compose、NVIDIA Container Toolkit |
-| 开发 | 整个项目使用 Claude Opus 开发 |
+| 层　　　　　　 | 技术　　　　　　　　　　　　　　　　　　　　　　　　 |
+| ----------------| ------------------------------------------------------|
+| 桌面客户端　　 | Tauri v2、React、TypeScript、Tailwind CSS　　　　　　|
+| 客户端系统集成 | Rust（全局键盘钩子、剪贴板、SQLite）　　　　　　　　 |
+| 后端服务　　　 | Python、FastAPI、WebSocket　　　　　　　　　　　　　 |
+| 语音识别　　　 | Qwen3-ASR + vLLM / 豆包 ASR / 千问 ASR / sherpa-onnx |
+| AI 润色　　　　| DeepSeek / 通义千问 / Azure OpenAI / Ollama　　　　　|
+| 部署　　　　　 | Docker Compose、NVIDIA Container Toolkit　　　　　　 |
+| 开发　　　　　 | 整个项目使用 Claude Opus 开发　　　　　　　　　　　　|
 
 ## 开发
 
@@ -197,13 +199,16 @@ cd backend && uvicorn app.main:app --port 8000
 
 ## 交流反馈
 
-有任何问题、建议或想法，欢迎扫码加入用户反馈微信群，一起交流：
+关注微信公众号获取更新动态，或扫码加入用户反馈微信群一起交流：
 
 <div align="center">
 
-<img src="docs/images/readme/SayIt%20用户反馈微信群.jpg" width="240" alt="SayIt 用户反馈微信群">
-
-*微信扫码加入 SayIt 用户反馈群*
+<table>
+<tr>
+<td align="center"><img src="docs/images/readme/微信公众号.jpg" width="220" alt="SayIt 微信公众号"><br>微信公众号</td>
+<td align="center"><img src="docs/images/readme/SayIt%20用户反馈微信群.jpg" width="220" alt="SayIt 用户反馈微信群"><br>用户反馈群</td>
+</tr>
+</table>
 
 </div>
 
diff --git a/client/package.json b/client/package.json
index bc12fb3..82c6a1d 100644
--- a/client/package.json
+++ b/client/package.json
@@ -1,6 +1,6 @@
 {
   "name": "sayit-tauri",
-  "version": "0.0.7",
+  "version": "0.0.8",
   "description": "SayIt - Voice to Text Desktop App (Tauri)",
   "type": "module",
   "scripts": {
diff --git a/client/src-tauri/Cargo.lock b/client/src-tauri/Cargo.lock
index a0cb3fa..5814db4 100644
--- a/client/src-tauri/Cargo.lock
+++ b/client/src-tauri/Cargo.lock
@@ -150,6 +150,137 @@ dependencies = [
  "x11rb",
 ]
 
+[[package]]
+name = "async-broadcast"
+version = "0.7.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "435a87a52755b8f27fcf321ac4f04b2802e337c8c4872923137471ec39c37532"
+dependencies = [
+ "event-listener",
+ "event-listener-strategy",
+ "futures-core",
+ "pin-project-lite",
+]
+
+[[package]]
+name = "async-channel"
+version = "2.5.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "924ed96dd52d1b75e9c1a3e6275715fd320f5f9439fb5a4a11fa51f4221158d2"
+dependencies = [
+ "concurrent-queue",
+ "event-listener-strategy",
+ "futures-core",
+ "pin-project-lite",
+]
+
+[[package]]
+name = "async-executor"
+version = "1.14.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c96bf972d85afc50bf5ab8fe2d54d1586b4e0b46c97c50a0c9e71e2f7bcd812a"
+dependencies = [
+ "async-task",
+ "concurrent-queue",
+ "fastrand",
+ "futures-lite",
+ "pin-project-lite",
+ "slab",
+]
+
+[[package]]
+name = "async-io"
+version = "2.6.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "456b8a8feb6f42d237746d4b3e9a178494627745c3c56c6ea55d92ba50d026fc"
+dependencies = [
+ "autocfg",
+ "cfg-if",
+ "concurrent-queue",
+ "futures-io",
+ "futures-lite",
+ "parking",
+ "polling",
+ "rustix",
+ "slab",
+ "windows-sys 0.61.2",
+]
+
+[[package]]
+name = "async-lock"
+version = "3.4.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "290f7f2596bd5b78a9fec8088ccd89180d7f9f55b94b0576823bbbdc72ee8311"
+dependencies = [
+ "event-listener",
+ "event-listener-strategy",
+ "pin-project-lite",
+]
+
+[[package]]
+name = "async-process"
+version = "2.5.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fc50921ec0055cdd8a16de48773bfeec5c972598674347252c0399676be7da75"
+dependencies = [
+ "async-channel",
+ "async-io",
+ "async-lock",
+ "async-signal",
+ "async-task",
+ "blocking",
+ "cfg-if",
+ "event-listener",
+ "futures-lite",
+ "rustix",
+]
+
+[[package]]
+name = "async-recursion"
+version = "1.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3b43422f69d8ff38f95f1b2bb76517c91589a924d1559a0e935d7c8ce0274c11"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.117",
+]
+
+[[package]]
+name = "async-signal"
+version = "0.2.14"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "52b5aaafa020cf5053a01f2a60e8ff5dccf550f0f77ec54a4e47285ac2bab485"
+dependencies = [
+ "async-io",
+ "async-lock",
+ "atomic-waker",
+ "cfg-if",
+ "futures-core",
+ "futures-io",
+ "rustix",
+ "signal-hook-registry",
+ "slab",
+ "windows-sys 0.61.2",
+]
+
+[[package]]
+name = "async-task"
+version = "4.7.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8b75356056920673b02621b35afd0f7dda9306d03c79a30f5c56c44cf256e3de"
+
+[[package]]
+name = "async-trait"
+version = "0.1.89"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9035ad2d096bed7955a320ee7e2230574d28fd3c3a0f186cbea1ff3c7eed5dbb"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.117",
+]
+
 [[package]]
 name = "atk"
 version = "0.18.2"
@@ -262,6 +393,19 @@ dependencies = [
  "objc2",
 ]
 
+[[package]]
+name = "blocking"
+version = "1.6.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e83f8d02be6967315521be875afa792a316e28d57b5a2d401897e2a7921b7f21"
+dependencies = [
+ "async-channel",
+ "async-task",
+ "futures-io",
+ "futures-lite",
+ "piper",
+]
+
 [[package]]
 name = "brotli"
 version = "8.0.2"
@@ -497,6 +641,15 @@ dependencies = [
  "memchr",
 ]
 
+[[package]]
+name = "concurrent-queue"
+version = "2.5.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4ca0197aee26d1ae37445ee532fefce43251d24cc7c166799f4d46817f1d3973"
+dependencies = [
+ "crossbeam-utils",
+]
+
 [[package]]
 name = "constant_time_eq"
 version = "0.1.5"
@@ -968,6 +1121,33 @@ dependencies = [
  "cfg-if",
 ]
 
+[[package]]
+name = "endi"
+version = "1.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "66b7e2430c6dff6a955451e2cfc438f09cea1965a9d6f87f7e3b90decc014099"
+
+[[package]]
+name = "enumflags2"
+version = "0.7.12"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1027f7680c853e056ebcec683615fb6fbbc07dbaa13b4d5d9442b146ded4ecef"
+dependencies = [
+ "enumflags2_derive",
+ "serde",
+]
+
+[[package]]
+name = "enumflags2_derive"
+version = "0.7.12"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "67c78a4d8fdf9953a5c9d458f9efe940fd97a0cab0941c075a813ac594733827"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.117",
+]
+
 [[package]]
 name = "env_filter"
 version = "1.0.0"
@@ -1024,6 +1204,27 @@ version = "3.3.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "dea2df4cf52843e0452895c455a1a2cfbb842a1e7329671acf418fdc53ed4c59"
 
+[[package]]
+name = "event-listener"
+version = "5.4.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e13b66accf52311f30a0db42147dadea9850cb48cd070028831ae5f5d4b856ab"
+dependencies = [
+ "concurrent-queue",
+ "parking",
+ "pin-project-lite",
+]
+
+[[package]]
+name = "event-listener-strategy"
+version = "0.5.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8be9f3dfaaffdae2972880079a491a1a8bb7cbed0b8dd7a347f668b4150a3b93"
+dependencies = [
+ "event-listener",
+ "pin-project-lite",
+]
+
 [[package]]
 name = "fallible-iterator"
 version = "0.3.0"
@@ -1225,6 +1426,19 @@ version = "0.3.32"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "cecba35d7ad927e23624b22ad55235f2239cfa44fd10428eecbeba6d6a717718"
 
+[[package]]
+name = "futures-lite"
+version = "2.6.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f78e10609fe0e0b3f4157ffab1876319b5b0db102a2c60dc4626306dc46b44ad"
+dependencies = [
+ "fastrand",
+ "futures-core",
+ "futures-io",
+ "parking",
+ "pin-project-lite",
+]
+
 [[package]]
 name = "futures-macro"
 version = "0.3.32"
@@ -1686,6 +1900,12 @@ version = "0.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "2304e00983f87ffb38b55b444b5e3b60a884b5d30c0fca7d82fe33449bbe55ea"
 
+[[package]]
+name = "hermit-abi"
+version = "0.5.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fc0fef456e4baa96da950455cd02c081ca953b141298e41db3fc7e36b1da849c"
+
 [[package]]
 name = "hex"
 version = "0.4.3"
@@ -2785,6 +3005,16 @@ version = "0.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "04744f49eae99ab78e0d5c0b603ab218f515ea8cfe5a456d7629ad883a3b6e7d"
 
+[[package]]
+name = "ordered-stream"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9aa2b01e1d916879f73a53d01d1d6cee68adbb31d6d9177a8cfce093cced1d50"
+dependencies = [
+ "futures-core",
+ "pin-project-lite",
+]
+
 [[package]]
 name = "os_pipe"
 version = "1.2.3"
@@ -2834,6 +3064,12 @@ dependencies = [
  "system-deps",
 ]
 
+[[package]]
+name = "parking"
+version = "2.2.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f38d5652c16fde515bb1ecef450ab0f6a219d619a7274976324d5e377f7dceba"
+
 [[package]]
 name = "parking_lot"
 version = "0.12.5"
@@ -3102,6 +3338,17 @@ version = "0.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8b870d8c151b6f2fb93e84a13146138f05d02ed11c7e7c54f8826aaaf7c9f184"
 
+[[package]]
+name = "piper"
+version = "0.2.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c835479a4443ded371d6c535cbfd8d31ad92c5d23ae9770a61bc155e4992a3c1"
+dependencies = [
+ "atomic-waker",
+ "fastrand",
+ "futures-io",
+]
+
 [[package]]
 name = "pkg-config"
 version = "0.3.32"
@@ -3153,6 +3400,20 @@ dependencies = [
  "miniz_oxide",
 ]
 
+[[package]]
+name = "polling"
+version = "3.11.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5d0e4f59085d47d8241c88ead0f274e8a0cb551f3625263c05eb8dd897c34218"
+dependencies = [
+ "cfg-if",
+ "concurrent-queue",
+ "hermit-abi",
+ "pin-project-lite",
+ "rustix",
+ "windows-sys 0.61.2",
+]
+
 [[package]]
 name = "portable-atomic"
 version = "1.13.1"
@@ -3763,7 +4024,7 @@ dependencies = [
 
 [[package]]
 name = "sayit"
-version = "0.0.7"
+version = "0.0.8"
 dependencies = [
  "base64 0.22.1",
  "bzip2",
@@ -3791,6 +4052,7 @@ dependencies = [
  "tauri-plugin-global-shortcut",
  "tauri-plugin-process",
  "tauri-plugin-shell",
+ "tauri-plugin-single-instance",
  "tauri-plugin-updater",
  "tokio",
  "tokio-tungstenite",
@@ -4150,9 +4412,9 @@ dependencies = [
 
 [[package]]
 name = "sherpa-onnx"
-version = "1.12.34"
+version = "1.13.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "273e54bb64c6917f29a0b6abfcce97b2d96fd29a5205a47f3afa65553a152be5"
+checksum = "98baa63be165cc1bccd418c210269c68bcdd0c279195ecce0140645bc6e520f4"
 dependencies = [
  "serde",
  "serde_json",
@@ -4161,9 +4423,9 @@ dependencies = [
 
 [[package]]
 name = "sherpa-onnx-sys"
-version = "1.12.34"
+version = "1.13.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ed0a75557827c187845eb004afdaab8151460152904c42746c9d28d68b89a44c"
+checksum = "21ac2c3342f826069bbf0be3578f9601f3802a1bff50bbced8230a15ec9eed8f"
 dependencies = [
  "bzip2",
  "tar",
@@ -4762,6 +5024,21 @@ dependencies = [
  "tokio",
 ]
 
+[[package]]
+name = "tauri-plugin-single-instance"
+version = "2.4.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5c8f29386f5e9fdc699182388a33ee80a56de436d91b67459e86afef426282af"
+dependencies = [
+ "serde",
+ "serde_json",
+ "tauri",
+ "thiserror 2.0.18",
+ "tracing",
+ "windows-sys 0.60.2",
+ "zbus",
+]
+
 [[package]]
 name = "tauri-plugin-updater"
 version = "2.10.0"
@@ -5242,9 +5519,21 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "63e71662fa4b2a2c3a26f570f037eb95bb1f85397f3cd8076caed2f026a6d100"
 dependencies = [
  "pin-project-lite",
+ "tracing-attributes",
  "tracing-core",
 ]
 
+[[package]]
+name = "tracing-attributes"
+version = "0.1.31"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7490cfa5ec963746568740651ac6781f701c9c5ea257c58e057f3ba8cf69e8da"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.117",
+]
+
 [[package]]
 name = "tracing-core"
 version = "0.1.36"
@@ -5324,6 +5613,17 @@ version = "1.19.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "562d481066bde0658276a35467c4af00bdc6ee726305698a55b86e61d7ad82bb"
 
+[[package]]
+name = "uds_windows"
+version = "1.2.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f2f6fb2847f6742cd76af783a2a2c49e9375d0a111c7bef6f71cd9e738c72d6e"
+dependencies = [
+ "memoffset",
+ "tempfile",
+ "windows-sys 0.61.2",
+]
+
 [[package]]
 name = "unic-char-property"
 version = "0.9.0"
@@ -6745,6 +7045,67 @@ dependencies = [
  "synstructure",
 ]
 
+[[package]]
+name = "zbus"
+version = "5.16.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "eee682d202a77e4a9f3b2c2bdf48a7b28af5c08c34ddf66f98c93e5e39464285"
+dependencies = [
+ "async-broadcast",
+ "async-executor",
+ "async-io",
+ "async-lock",
+ "async-process",
+ "async-recursion",
+ "async-task",
+ "async-trait",
+ "blocking",
+ "enumflags2",
+ "event-listener",
+ "futures-core",
+ "futures-lite",
+ "hex",
+ "libc",
+ "ordered-stream",
+ "rustix",
+ "serde",
+ "serde_repr",
+ "tracing",
+ "uds_windows",
+ "uuid",
+ "windows-sys 0.61.2",
+ "winnow 1.0.0",
+ "zbus_macros",
+ "zbus_names",
+ "zvariant",
+]
+
+[[package]]
+name = "zbus_macros"
+version = "5.16.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "adf1bd45a81a103745b1757754762a26e8cd01e4532e4d6c8ec431624b80d1d6"
+dependencies = [
+ "proc-macro-crate 3.5.0",
+ "proc-macro2",
+ "quote",
+ "syn 2.0.117",
+ "zbus_names",
+ "zvariant",
+ "zvariant_utils",
+]
+
+[[package]]
+name = "zbus_names"
+version = "4.3.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7074f3e50b894eac91750142016d30d0a89be8e67dbfd9704fb875825760e52d"
+dependencies = [
+ "serde",
+ "winnow 1.0.0",
+ "zvariant",
+]
+
 [[package]]
 name = "zerocopy"
 version = "0.8.42"
@@ -6906,3 +7267,43 @@ checksum = "ec5f41c76397b7da451efd19915684f727d7e1d516384ca6bd0ec43ec94de23c"
 dependencies = [
  "zune-core",
 ]
+
+[[package]]
+name = "zvariant"
+version = "5.12.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a192a0bde63360d77a7523c833d4b4ce6070a927e2c53246e4c540b1a3e27be0"
+dependencies = [
+ "endi",
+ "enumflags2",
+ "serde",
+ "winnow 1.0.0",
+ "zvariant_derive",
+ "zvariant_utils",
+]
+
+[[package]]
+name = "zvariant_derive"
+version = "5.12.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "90bc6cde9c01c511074be97f7ccb6c19d0da89e3f8662e812e999dcfd4638737"
+dependencies = [
+ "proc-macro-crate 3.5.0",
+ "proc-macro2",
+ "quote",
+ "syn 2.0.117",
+ "zvariant_utils",
+]
+
+[[package]]
+name = "zvariant_utils"
+version = "3.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1e8535915cfa75547e559d8c68e8139909a4aeee076831e4ef7fc59d8172c4d6"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "serde",
+ "syn 2.0.117",
+ "winnow 1.0.0",
+]
diff --git a/client/src-tauri/Cargo.toml b/client/src-tauri/Cargo.toml
index 72f67ba..8d2a92b 100644
--- a/client/src-tauri/Cargo.toml
+++ b/client/src-tauri/Cargo.toml
@@ -1,6 +1,6 @@
 [package]
 name = "sayit"
-version = "0.0.7"
+version = "0.0.8"
 authors = ["Liu Qianglong", "Claude"]
 edition = "2021"
 
@@ -17,6 +17,7 @@ tauri-plugin-autostart = "2"
 tauri-plugin-global-shortcut = "2"
 tauri-plugin-updater = "2"
 tauri-plugin-process = "2"
+tauri-plugin-single-instance = "2"
 serde = { version = "1", features = ["derive"] }
 serde_json = "1"
 rusqlite = { version = "0.31", features = ["bundled"] }
@@ -38,7 +39,7 @@ flate2 = "1"
 tar = "0.4"
 bzip2 = "0.4"
 tokio = { version = "1", features = ["rt"] }
-sherpa-onnx = { version = "1.12", default-features = false, features = ["static"] }
+sherpa-onnx = { version = "1.13.3", default-features = false, features = ["static"] }
 
 [target.'cfg(windows)'.dependencies]
 windows = { version = "0.58", features = [
@@ -51,4 +52,6 @@ windows = { version = "0.58", features = [
   "Win32_System_Memory",
   "Win32_System_Com",
   "Win32_Graphics_Gdi",
+  "Win32_Media_Audio",
+  "Win32_Media_Audio_Endpoints",
 ] }
diff --git a/client/src-tauri/resources/silero_vad.onnx b/client/src-tauri/resources/silero_vad.onnx
new file mode 100644
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diff --git a/client/src-tauri/src/commands/audio_mute.rs b/client/src-tauri/src/commands/audio_mute.rs
new file mode 100644
index 0000000..2c314d7
--- /dev/null
+++ b/client/src-tauri/src/commands/audio_mute.rs
@@ -0,0 +1,125 @@
+//! 录音期间静音系统输出（默认扬声器）——防止外放的声音被麦克风回采。
+//!
+//! 只在采集期间静音，松开热键立即恢复到用户原本的静音状态：
+//! - `mute_system_output`：记录当前默认输出设备的静音状态，然后静音。
+//! - `restore_system_output`：恢复到之前记录的状态（若用户本来就是静音，则保持静音）。
+//!
+//! 用「保存/恢复原状态」而非「无脑取消静音」，避免录完后把用户原本的静音误开成有声。
+
+#[cfg(windows)]
+use once_cell::sync::Lazy;
+#[cfg(windows)]
+use std::sync::Mutex;
+
+/// 保存的「静音前的原始状态」。None 表示当前未处于我们施加的静音中。
+#[cfg(windows)]
+static SAVED_MUTE_STATE: Lazy<Mutex<Option<bool>>> = Lazy::new(|| Mutex::new(None));
+
+/// 获取默认渲染端点（扬声器）的音量控制接口，并在其上执行闭包。
+#[cfg(windows)]
+unsafe fn with_endpoint_volume<F, R>(f: F) -> Result<R, String>
+where
+    F: FnOnce(&windows::Win32::Media::Audio::Endpoints::IAudioEndpointVolume) -> Result<R, String>,
+{
+    use windows::Win32::Media::Audio::Endpoints::IAudioEndpointVolume;
+    use windows::Win32::Media::Audio::{
+        eConsole, eRender, IMMDeviceEnumerator, MMDeviceEnumerator,
+    };
+    use windows::Win32::System::Com::{
+        CoCreateInstance, CoInitializeEx, CoUninitialize, CLSCTX_ALL, CLSCTX_INPROC_SERVER,
+        COINIT_APARTMENTTHREADED,
+    };
+
+    let co_init_result = CoInitializeEx(None, COINIT_APARTMENTTHREADED);
+    let need_co_uninit = co_init_result.is_ok();
+
+    let result = (|| -> Result<R, String> {
+        let enumerator: IMMDeviceEnumerator =
+            CoCreateInstance(&MMDeviceEnumerator, None, CLSCTX_INPROC_SERVER)
+                .map_err(|e| format!("CoCreateInstance MMDeviceEnumerator: {}", e))?;
+
+        let device = enumerator
+            .GetDefaultAudioEndpoint(eRender, eConsole)
+            .map_err(|e| format!("GetDefaultAudioEndpoint: {}", e))?;
+
+        let endpoint: IAudioEndpointVolume = device
+            .Activate(CLSCTX_ALL, None)
+            .map_err(|e| format!("Activate IAudioEndpointVolume: {}", e))?;
+
+        f(&endpoint)
+    })();
+
+    if need_co_uninit {
+        CoUninitialize();
+    }
+
+    result
+}
+
+/// 记录当前默认输出设备静音状态并将其静音。
+/// 返回 true 表示已处理（Windows），false 表示非 Windows 平台跳过。
+#[tauri::command]
+pub fn mute_system_output() -> Result<bool, String> {
+    #[cfg(windows)]
+    unsafe {
+        with_endpoint_volume(|ep| {
+            let was_muted = ep
+                .GetMute()
+                .map_err(|e| format!("GetMute: {}", e))?
+                .as_bool();
+
+            // 仅在首次静音时保存原状态，避免重复调用覆盖真实原值
+            {
+                let mut saved = SAVED_MUTE_STATE.lock().unwrap();
+                if saved.is_none() {
+                    *saved = Some(was_muted);
+                }
+            }
+
+            if !was_muted {
+                ep.SetMute(true, std::ptr::null())
+                    .map_err(|e| format!("SetMute(true): {}", e))?;
+            }
+
+            crate::commands::system::write_log_line(&format!(
+                "[RUST] [audio_mute] muted output (prev_muted={})",
+                was_muted
+            ));
+            Ok(true)
+        })
+    }
+    #[cfg(not(windows))]
+    {
+        Ok(false)
+    }
+}
+
+/// 恢复到 `mute_system_output` 之前记录的静音状态。
+/// 若没有记录（未曾静音），则不做任何操作。
+#[tauri::command]
+pub fn restore_system_output() -> Result<bool, String> {
+    #[cfg(windows)]
+    unsafe {
+        let saved = {
+            let mut s = SAVED_MUTE_STATE.lock().unwrap();
+            s.take()
+        };
+
+        match saved {
+            Some(prev) => with_endpoint_volume(|ep| {
+                ep.SetMute(windows::Win32::Foundation::BOOL::from(prev), std::ptr::null())
+                    .map_err(|e| format!("SetMute restore: {}", e))?;
+                crate::commands::system::write_log_line(&format!(
+                    "[RUST] [audio_mute] restored output (mute={})",
+                    prev
+                ));
+                Ok(true)
+            }),
+            None => Ok(false),
+        }
+    }
+    #[cfg(not(windows))]
+    {
+        Ok(false)
+    }
+}
diff --git a/client/src-tauri/src/commands/mod.rs b/client/src-tauri/src/commands/mod.rs
index 8060183..9c8faaa 100644
--- a/client/src-tauri/src/commands/mod.rs
+++ b/client/src-tauri/src/commands/mod.rs
@@ -1,4 +1,5 @@
 pub mod audio;
+pub mod audio_mute;
 pub mod diagnostics;
 pub mod export;
 pub mod paste;
diff --git a/client/src-tauri/src/commands/shortcuts.rs b/client/src-tauri/src/commands/shortcuts.rs
index 3237fcc..72e665d 100644
--- a/client/src-tauri/src/commands/shortcuts.rs
+++ b/client/src-tauri/src/commands/shortcuts.rs
@@ -18,32 +18,105 @@ pub fn shortcuts_changed(
     // Reconfigure PTT + hands-free keyboard hook
     hook.reconfigure(&app, ptt_str, hf_key);
 
-    // Re-register hands-free global shortcut (only for combo keys)
-    use tauri_plugin_global_shortcut::GlobalShortcutExt;
-    let _ = app.global_shortcut().unregister_all();
+    // 重新注册所有 global_shortcut（免提组合键 + 各润色模式切换快捷键）
+    register_all_global_shortcuts(&app, storage.inner());
+}
 
-    // If hands-free is a combo key (contains '+'), register via global_shortcut
-    // If it's a single key, it's already handled by the keyboard hook
+/// 集中注册所有 global_shortcut：免提组合键 + 各润色模式切换快捷键。
+///
+/// `unregister_all` 会清空全部已注册的 global_shortcut，因此这两类必须在同一处
+/// 一次性重注册，否则会互相覆盖。单键（PTT/免提单键）不走这里，由底层键盘钩子处理。
+pub fn register_all_global_shortcuts(app: &AppHandle, storage: &Storage) {
+    use tauri_plugin_global_shortcut::{GlobalShortcutExt, ShortcutState};
+
+    let gs = app.global_shortcut();
+    let _ = gs.unregister_all();
+
+    // 免提组合键
+    let hf_val = storage.get("shortcutHandsFree", None);
+    let hf_key = hf_val.as_str().unwrap_or("AltRight").to_string();
     if !hf_key.is_empty() && hf_key.contains('+') {
-        if let Err(e) = app.global_shortcut().on_shortcut(
-            hf_key,
-            move |_app, _shortcut, _event| {
-                let _ = _app.emit("toggle-hands-free", serde_json::json!({
-                    "source": "globalShortcut",
-                }));
-            },
-        ) {
+        if let Err(e) = gs.on_shortcut(hf_key.as_str(), move |app, _shortcut, _event| {
+            let _ = app.emit(
+                "toggle-hands-free",
+                serde_json::json!({ "source": "globalShortcut" }),
+            );
+        }) {
             log::warn!("Failed to register hands-free shortcut '{}': {}", hf_key, e);
         } else {
-            log::info!("Re-registered hands-free shortcut: {}", hf_key);
+            log::info!("Registered hands-free shortcut: {}", hf_key);
+        }
+    }
+
+    // 润色模式切换快捷键：presetShortcuts = { presetId: 组合键 }
+    let preset_map = storage.get("presetShortcuts", None);
+    if let Some(obj) = preset_map.as_object() {
+        for (preset_id, val) in obj {
+            let accel = match val.as_str() {
+                Some(s) if !s.is_empty() && s.contains('+') => s.to_string(),
+                _ => continue,
+            };
+            let pid = preset_id.clone();
+            let accel_for_log = accel.clone();
+            if let Err(e) = gs.on_shortcut(accel.as_str(), move |app, _shortcut, event| {
+                // 只在按下时触发一次，避免松开时重复触发
+                if event.state == ShortcutState::Pressed {
+                    let _ = app.emit(
+                        "switch-preset",
+                        serde_json::json!({ "presetId": pid.clone() }),
+                    );
+                }
+            }) {
+                log::warn!(
+                    "Failed to register preset shortcut '{}' for '{}': {}",
+                    accel_for_log, preset_id, e
+                );
+            }
         }
     }
 }
 
+/// 探测快捷键是否可用。
+/// - 单键（不含 '+'）由底层键盘钩子处理，任意单键都可用 → 返回 true。
+/// - 组合键通过 global_shortcut 试注册探测：注册成功说明系统未被其他
+///   （使用 RegisterHotKey 的）程序占用，随即注销并返回 true；失败返回 false。
+///
+/// 注意：此探测只能发现"用 RegisterHotKey 注册的程序"造成的冲突，
+/// 无法发现用底层键盘钩子（如本应用自身、部分输入法/工具）占用的键——
+/// 这是 Windows API 的固有限制。
 #[tauri::command]
-pub fn test_shortcut(_accelerator: String) -> Result<bool, String> {
-    // In Tauri, we use raw keyboard hooks, so any key is valid
-    Ok(true)
+pub fn test_shortcut(
+    app: AppHandle,
+    storage: State<Storage>,
+    accelerator: String,
+) -> Result<bool, String> {
+    use tauri_plugin_global_shortcut::GlobalShortcutExt;
+
+    if !accelerator.contains('+') {
+        return Ok(true);
+    }
+
+    let gs = app.global_shortcut();
+
+    // 先清空本应用自己的全部注册，避免把“自己已占用同一组合键”误判成冲突。
+    // （直接用 is_registered 判断不可靠：字符串与内部 Shortcut 可能不一致。）
+    let _ = gs.unregister_all();
+
+    let available = match gs.register(accelerator.as_str()) {
+        Ok(_) => {
+            let _ = gs.unregister(accelerator.as_str());
+            true
+        }
+        Err(e) => {
+            log::info!("[shortcut] 组合键 '{}' 注册失败（可能被其他程序占用）: {}", accelerator, e);
+            false
+        }
+    };
+
+    // 恢复本应用自己的全部注册（免提 + 各预设快捷键）
+    register_all_global_shortcuts(&app, storage.inner());
+
+    Ok(available)
 }
 
 /// PTT Lab: start/stop a dedicated keyboard hook for the lab test key (right Ctrl).
diff --git a/client/src-tauri/src/inject/mod.rs b/client/src-tauri/src/inject/mod.rs
index 1e1dcd2..d3eb9ab 100644
--- a/client/src-tauri/src/inject/mod.rs
+++ b/client/src-tauri/src/inject/mod.rs
@@ -183,6 +183,9 @@ pub fn is_likely_editable_pub(ctx: &context::AppContext) -> bool {
     let editable_procs = [
         "notepad", "winword", "excel", "powerpnt", "outlook",
         "code", "devenv", "idea64",
+        // VS Code 派生的 AI IDE：焦点常报为 Pane 且无 ValuePattern，
+        // 与 code/devenv 同类，文本区可编辑，按进程名兜底放行
+        "trae", "cursor", "windsurf", "kiro",
         "chrome", "msedge", "firefox", "opera", "brave",
         "teams", "wechat", "dingtalk", "slack",
         "windowsterminal", "cmd", "powershell",
@@ -201,6 +204,15 @@ pub fn is_likely_editable_pub(ctx: &context::AppContext) -> bool {
 #[cfg(windows)]
 const WM_PASTE: u32 = 0x0302;
 
+/// WM_COMMAND = 0x0111
+#[cfg(windows)]
+const WM_COMMAND: u32 = 0x0111;
+
+/// conhost 系统菜单「粘贴」命令 ID（内置于 conhost）。
+/// 参考：0xFFF0=复制 0xFFF1=粘贴 0xFFF2=滚动 0xFFF3=标记 0xFFF5=全选
+#[cfg(windows)]
+const ID_CONSOLE_PASTE: usize = 0xFFF1;
+
 /// Main injection: try WM_PASTE first, then SendInput Ctrl+V as fallback.
 #[cfg(windows)]
 unsafe fn do_inject(target: HWND, focus: HWND, text: &str) -> InjectResult {
@@ -216,6 +228,55 @@ unsafe fn do_inject(target: HWND, focus: HWND, text: &str) -> InjectResult {
         };
     }
 
+    // Step 1.5: 经典控制台窗口（conhost，类名 ConsoleWindowClass）——用控制台
+    // 宿主自带的「粘贴」命令，而不是模拟 Ctrl+V 按键。
+    //
+    // 原因：当控制台里运行 TUI 程序（如 Claude Code）时，控制台被切到 raw 模式，
+    // 合成的 Ctrl+V 按键会被该程序当作普通按键吃掉，不会触发粘贴，导致剪贴板内容
+    // 根本没插入（但 SendInput 仍返回“成功”，形成假成功）。
+    // WM_COMMAND + ID_CONSOLE_PASTE 由 conhost 自身处理，不经过子程序的按键流，
+    // 且会遵循控制台当前输入模式（含 bracketed paste），因此 raw 模式下依然有效。
+    let target_class = crate::context::read_class_name(target).to_lowercase();
+    if target_class.contains("consolewindowclass") {
+        crate::commands::system::write_log_line(
+            &format!("[RUST] [inject] console paste attempt hwnd={} class={} textLen={}",
+                target.0 as isize, target_class, text.len())
+        );
+
+        // 先把控制台置前台，确保粘贴落在正确的窗口上
+        let fg_ok = force_foreground(target);
+
+        let mut result_val: usize = 0;
+        let send_ok = SendMessageTimeoutW(
+            target,
+            WM_COMMAND,
+            windows::Win32::Foundation::WPARAM(ID_CONSOLE_PASTE),
+            windows::Win32::Foundation::LPARAM(0),
+            SMTO_ABORTIFHUNG,
+            2000, // 2 second timeout
+            Some(&mut result_val),
+        );
+
+        if send_ok.0 != 0 {
+            crate::commands::system::write_log_line(
+                &format!("[RUST] [inject] console paste ok hwnd={} fgOk={}", target.0 as isize, fg_ok)
+            );
+            return InjectResult {
+                ok: true,
+                strategy: Some("console_paste".to_string()),
+                reason: None,
+                detail: Some(format!(
+                    "hwnd={} class={} textLen={} fgOk={}",
+                    target.0 as isize, target_class, text.len(), fg_ok
+                )),
+                uncertain: false,
+            };
+        }
+        crate::commands::system::write_log_line(
+            "[RUST] [inject] console paste failed, fallback to SendInput"
+        );
+    }
+
     // Step 2: Try WM_PASTE — this is a message sent directly to the target
     // window handle, so it works even if the target is not the foreground
     // window. Most native Win32 controls (Edit, RichEdit) handle it.
diff --git a/client/src-tauri/src/keyboard/mod.rs b/client/src-tauri/src/keyboard/mod.rs
index 0004f64..27254e0 100644
--- a/client/src-tauri/src/keyboard/mod.rs
+++ b/client/src-tauri/src/keyboard/mod.rs
@@ -19,34 +19,44 @@ use windows::Win32::UI::WindowsAndMessaging::{
     WM_SYSKEYDOWN, WM_SYSKEYUP, WM_QUIT,
 };
 
+/// 单键热键表 —— 单一数据源。
+///
+/// ⚠️ 必须与前端 `client/src/lib/shortcutKeys.ts` 的 `SINGLE_KEYS` 保持一致
+/// （Rust 无法直接引用 TS，新增/修改单键时两边都要改）。
+/// `setting` 取值等于 DOM KeyboardEvent.code。
+const SINGLE_KEY_TABLE: &[(&str, u32)] = &[
+    ("AltLeft", 0xA4),
+    ("AltRight", 0xA5),
+    ("ControlLeft", 0xA2),
+    ("ControlRight", 0xA3),
+    ("ShiftLeft", 0xA0),
+    ("ShiftRight", 0xA1),
+    ("CapsLock", 0x14),
+    ("Space", 0x20),
+    ("ContextMenu", 0x5D),
+    ("Pause", 0x13),
+    ("ScrollLock", 0x91),
+    ("Insert", 0x2D),
+    ("F1", 0x70), ("F2", 0x71), ("F3", 0x72), ("F4", 0x73),
+    ("F5", 0x74), ("F6", 0x75), ("F7", 0x76), ("F8", 0x77),
+    ("F9", 0x78), ("F10", 0x79), ("F11", 0x7A), ("F12", 0x7B),
+];
+
 /// Virtual key code mapping for PTT settings
 fn vk_codes_for_setting(setting: &str) -> Vec<u32> {
-    match setting {
-        "" => vec![],
-        "AltLeft" => vec![0xA4],
-        "AltRight" => vec![0xA5],
-        "ControlLeft" => vec![0xA2],
-        "ControlRight" => vec![0xA3],
-        "ShiftLeft" => vec![0xA0],
-        "ShiftRight" => vec![0xA1],
-        "CapsLock" => vec![0x14],
-        "Space" => vec![0x20],
-        "F1" => vec![0x70],  "F2" => vec![0x71],  "F3" => vec![0x72],
-        "F4" => vec![0x73],  "F5" => vec![0x74],  "F6" => vec![0x75],
-        "F7" => vec![0x76],  "F8" => vec![0x77],  "F9" => vec![0x78],
-        "F10" => vec![0x79], "F11" => vec![0x7A], "F12" => vec![0x7B],
-        _ => vec![0xA5], // default: AltRight
+    if setting.is_empty() {
+        return vec![];
     }
+    SINGLE_KEY_TABLE
+        .iter()
+        .find(|(s, _)| *s == setting)
+        .map(|(_, vk)| vec![*vk])
+        .unwrap_or_else(|| vec![0xA5]) // default: AltRight
 }
 
 /// Check if a shortcut setting is a single key (handled by hook) vs combo (handled by global_shortcut)
 pub fn is_single_key_setting(setting: &str) -> bool {
-    matches!(setting,
-        "AltLeft" | "AltRight" | "ControlLeft" | "ControlRight" |
-        "ShiftLeft" | "ShiftRight" | "CapsLock" | "Space" |
-        "F1" | "F2" | "F3" | "F4" | "F5" | "F6" |
-        "F7" | "F8" | "F9" | "F10" | "F11" | "F12"
-    )
+    SINGLE_KEY_TABLE.iter().any(|(s, _)| *s == setting)
 }
 
 #[allow(dead_code)]
diff --git a/client/src-tauri/src/main.rs b/client/src-tauri/src/main.rs
index 93248d3..963cc1c 100644
--- a/client/src-tauri/src/main.rs
+++ b/client/src-tauri/src/main.rs
@@ -14,7 +14,7 @@ use storage::Storage;
 use window::WindowState;
 use keyboard::KeyboardHookManager;
 use context::ContextDetector;
-use tauri::{Manager, Emitter};
+use tauri::Manager;
 use tauri::tray::{TrayIconBuilder, MouseButton, MouseButtonState, TrayIconEvent};
 use tauri::menu::{MenuBuilder, MenuItemBuilder};
 
@@ -169,6 +169,15 @@ fn main() {
     let context_detector = ContextDetector::new();
 
     tauri::Builder::default()
+        // 单实例锁：必须作为第一个插件注册。第二次启动时不新开进程，
+        // 而是唤起已有窗口，避免两个客户端同时收全局热键、各插一份文本。
+        .plugin(tauri_plugin_single_instance::init(|app, _args, _cwd| {
+            if let Some(w) = app.get_webview_window("main") {
+                let _ = w.show();
+                let _ = w.unminimize();
+                let _ = w.set_focus();
+            }
+        }))
         .manage(storage)
         .manage(window_state)
         .manage(keyboard_hook)
@@ -211,7 +220,7 @@ fn main() {
 
                 let _tray = TrayIconBuilder::new()
                     .icon(icon)
-                    .tooltip("SayIt — 按住说话，松开输入")
+                    .tooltip("SayIt — 随口说，出色写")
                     .menu(&tray_menu)
                     .on_menu_event(|app, event| {
                         match event.id().as_ref() {
@@ -245,26 +254,11 @@ fn main() {
             let detector: tauri::State<ContextDetector> = app.state();
             detector.start_winevent_hook(app.handle());
 
-            // Register hands-free global shortcut (only for combo keys; single keys are handled by keyboard hook)
+            // Register all global shortcuts (hands-free combo + preset-switch shortcuts).
+            // Single keys are handled by the keyboard hook, not here.
             {
                 let storage: tauri::State<Storage> = app.state();
-                let hf_val = storage.get("shortcutHandsFree", None);
-                let hf_key = hf_val.as_str().unwrap_or("AltRight");
-                if !hf_key.is_empty() && hf_key.contains('+') {
-                    use tauri_plugin_global_shortcut::GlobalShortcutExt;
-                    if let Err(e) = app.global_shortcut().on_shortcut(
-                        hf_key,
-                        move |_app, _shortcut, _event| {
-                            let _ = _app.emit("toggle-hands-free", serde_json::json!({
-                                "source": "globalShortcut",
-                            }));
-                        },
-                    ) {
-                        log::warn!("Failed to register hands-free shortcut '{}': {}", hf_key, e);
-                    } else {
-                        log::info!("Registered hands-free shortcut: {}", hf_key);
-                    }
-                }
+                commands::shortcuts::register_all_global_shortcuts(app.handle(), storage.inner());
             }
 
             // 首次安装时自动启用开机自启（仅执行一次）
@@ -346,6 +340,9 @@ fn main() {
             commands::audio::save_pcm_as_wav,
             commands::audio::read_audio_file,
             commands::audio::delete_audio_file,
+            // Audio output mute (录音期间静音系统输出，防回采)
+            commands::audio_mute::mute_system_output,
+            commands::audio_mute::restore_system_output,
             // Shortcuts
             commands::shortcuts::shortcuts_changed,
             commands::shortcuts::test_shortcut,
diff --git a/client/src-tauri/src/models/catalog.rs b/client/src-tauri/src/models/catalog.rs
index b355f48..272d82a 100644
--- a/client/src-tauri/src/models/catalog.rs
+++ b/client/src-tauri/src/models/catalog.rs
@@ -27,6 +27,15 @@ pub struct ModelInfo {
     pub sources: Vec<DownloadSource>,
     #[serde(default)]
     pub archive_url: Option<String>,
+    /// 速度评级 0–10（可带小数，10 最快）
+    #[serde(default)]
+    pub speed: f32,
+    /// 准确度评级 0–10（可带小数，10 最准）
+    #[serde(default)]
+    pub accuracy: f32,
+    /// 是否为推荐（默认）模型
+    #[serde(default)]
+    pub recommended: bool,
 }
 
 #[derive(Debug, Clone, Serialize, Deserialize)]
@@ -51,6 +60,11 @@ fn ms(repo: &str, file: &str) -> String {
     format!("https://modelscope.cn/models/{}/resolve/master/{}", repo, file)
 }
 
+/// Qwen3-ASR ONNX 的 ModelScope 源（zengshuishui/Qwen3-ASR-onnx，含 model_0.6B int8 + 共享 tokenizer）
+fn qwen3_ms(file: &str) -> String {
+    ms("zengshuishui/Qwen3-ASR-onnx", file)
+}
+
 pub fn get_available_models() -> Vec<ModelInfo> {
     let hf_repo = "csukuangfj/sherpa-onnx-sense-voice-zh-en-ja-ko-yue-2024-07-17";
     let ms_repo = "xiaowangge/sherpa-onnx-sense-voice-small";
@@ -60,9 +74,12 @@ pub fn get_available_models() -> Vec<ModelInfo> {
         ModelInfo {
             id: "sensevoice-small".into(),
             name: "SenseVoice Small (INT8)".into(),
-            description: "228MB · 速度快 · 中/英/日/韩/粤 · 推荐".into(),
+            description: "内存占用 600M 左右 · 中英日韩粤 · 速度极快，日常首选".into(),
             model_type: "sensevoice".into(),
             total_size_bytes: 228 * 1024 * 1024,
+            speed: 8.5,
+            accuracy: 7.0,
+            recommended: true,
             languages: langs.clone(),
             sources: vec![
                 DownloadSource {
@@ -89,33 +106,28 @@ pub fn get_available_models() -> Vec<ModelInfo> {
             ],
             archive_url: None,
         },
+        // ── Qwen3-ASR 0.6B（speech-LLM，52 语言+方言+热词）──
         ModelInfo {
-            id: "sensevoice-small-fp32".into(),
-            name: "SenseVoice Small (FP32)".into(),
-            description: "937MB · 精度更高 · 中/英/日/韩/粤".into(),
-            model_type: "sensevoice".into(),
-            total_size_bytes: 937 * 1024 * 1024,
-            languages: langs,
+            id: "qwen3-asr-0.6b".into(),
+            name: "Qwen3-ASR 0.6B (INT8)".into(),
+            description: "内存占用 2.3G 左右 · 多语种支持 · 速度较慢".into(),
+            model_type: "qwen3-asr".into(),
+            total_size_bytes: 940 * 1024 * 1024,
+            speed: 3.0,
+            accuracy: 7.5,
+            recommended: false,
+            languages: vec!["zh".into(), "en".into(), "yue".into(), "ja".into(), "ko".into()],
+            // ModelScope 多文件下载（国内原生、无需 GitHub 代理），与官方 tar 同源同模型
             sources: vec![
                 DownloadSource {
                     source: "ModelScope".into(),
                     files: vec![
-                        ModelFile { name: "model.onnx".into(), url: ms(ms_repo, "model.onnx"), size_bytes: 0, sha256: None },
-                        ModelFile { name: "tokens.txt".into(), url: ms(ms_repo, "tokens.txt"), size_bytes: 0, sha256: None },
-                    ],
-                },
-                DownloadSource {
-                    source: "HuggingFace".into(),
-                    files: vec![
-                        ModelFile { name: "model.onnx".into(), url: hf(hf_repo, "model.onnx"), size_bytes: 0, sha256: None },
-                        ModelFile { name: "tokens.txt".into(), url: hf(hf_repo, "tokens.txt"), size_bytes: 0, sha256: None },
-                    ],
-                },
-                DownloadSource {
-                    source: "HuggingFace Mirror".into(),
-                    files: vec![
-                        ModelFile { name: "model.onnx".into(), url: hf_mirror(hf_repo, "model.onnx"), size_bytes: 0, sha256: None },
-                        ModelFile { name: "tokens.txt".into(), url: hf_mirror(hf_repo, "tokens.txt"), size_bytes: 0, sha256: None },
+                        ModelFile { name: "conv_frontend.onnx".into(), url: qwen3_ms("model_0.6B/conv_frontend.onnx"), size_bytes: 0, sha256: None },
+                        ModelFile { name: "encoder.int8.onnx".into(), url: qwen3_ms("model_0.6B/encoder.int8.onnx"), size_bytes: 0, sha256: None },
+                        ModelFile { name: "decoder.int8.onnx".into(), url: qwen3_ms("model_0.6B/decoder.int8.onnx"), size_bytes: 0, sha256: None },
+                        ModelFile { name: "tokenizer/merges.txt".into(), url: qwen3_ms("tokenizer/merges.txt"), size_bytes: 0, sha256: None },
+                        ModelFile { name: "tokenizer/vocab.json".into(), url: qwen3_ms("tokenizer/vocab.json"), size_bytes: 0, sha256: None },
+                        ModelFile { name: "tokenizer/tokenizer_config.json".into(), url: qwen3_ms("tokenizer/tokenizer_config.json"), size_bytes: 0, sha256: None },
                     ],
                 },
             ],
diff --git a/client/src-tauri/src/models/downloader.rs b/client/src-tauri/src/models/downloader.rs
index a0bfdf0..b8e1052 100644
--- a/client/src-tauri/src/models/downloader.rs
+++ b/client/src-tauri/src/models/downloader.rs
@@ -57,9 +57,13 @@ pub async fn download_file(
     let dest_path = dest_dir.join(file_name);
     let temp_path = dest_dir.join(format!("{}.part", file_name));
 
-    // 确保目录存在
+    // 确保目录存在（file_name 可能含子路径，如 tokenizer/merges.txt，需创建其父目录）
     std::fs::create_dir_all(dest_dir)
         .map_err(|e| format!("创建目录失败: {}", e))?;
+    if let Some(parent) = dest_path.parent() {
+        std::fs::create_dir_all(parent)
+            .map_err(|e| format!("创建目录失败: {}", e))?;
+    }
 
     // 检查是否已有部分下载（断点续传）
     let mut downloaded: u64 = 0;
@@ -197,50 +201,49 @@ fn emit_progress(
 /// 下载 tar.bz2 压缩包并解压到模型目录
 /// 解压时会跳过顶层目录（如 sherpa-onnx-funasr-nano-int8-2025-12-30/）
 /// 并跳过 test_wavs/ 目录和 README.md
-pub async fn download_and_extract_tar_bz2(
-    app: AppHandle,
+/// 为 GitHub Release 地址生成候选下载列表：国内加速代理优先，直连兜底。
+/// 非 GitHub 地址（如 ModelScope）原样返回。
+fn build_archive_candidates(url: &str) -> Vec<String> {
+    if url.starts_with("https://github.com/") {
+        vec![
+            format!("https://gh-proxy.com/{}", url),
+            format!("https://ghfast.top/{}", url),
+            url.to_string(),
+        ]
+    } else {
+        vec![url.to_string()]
+    }
+}
+
+/// 从单个 URL 下载压缩包到 temp_path（支持断点续传）。下载完整返回 Ok。
+async fn download_archive_once(
+    app: &AppHandle,
     model_id: &str,
     url: &str,
+    temp_path: &Path,
 ) -> Result<(), String> {
-    let dest_dir = model_dir(model_id);
-    let archive_path = dest_dir.with_extension("tar.bz2");
-    let temp_path = dest_dir.with_extension("tar.bz2.part");
-
-    std::fs::create_dir_all(&dest_dir)
-        .map_err(|e| format!("创建目录失败: {}", e))?;
-
-    // 下载压缩包（支持断点续传）
-    let mut downloaded: u64 = 0;
-    if temp_path.exists() {
-        downloaded = std::fs::metadata(&temp_path)
-            .map(|m| m.len())
-            .unwrap_or(0);
-    }
-
-    // 如果已经解压过（目录中有 onnx 文件），跳过下载
-    if dest_dir.join("encoder_adaptor.int8.onnx").exists()
-        || dest_dir.join("model.int8.onnx").exists()
-    {
-        emit_progress(&app, model_id, "archive", 1, 1, "completed", None, 1, 1);
-        return Ok(());
-    }
+    let mut downloaded: u64 = if temp_path.exists() {
+        std::fs::metadata(temp_path).map(|m| m.len()).unwrap_or(0)
+    } else {
+        0
+    };
 
     let client = build_http_client()?;
     let mut request = client.get(url);
     if downloaded > 0 {
         request = request.header("Range", format!("bytes={}-", downloaded));
-        log::info!("Resuming archive download from {} bytes", downloaded);
+        log::info!("Resuming archive download from {} bytes ({})", downloaded, url);
     }
 
-    emit_progress(&app, model_id, "archive", downloaded, 0, "downloading", None, 1, 1);
+    emit_progress(app, model_id, "archive", downloaded, 0, "downloading", None, 1, 1);
 
-    let resp = request.send().await
+    let resp = request
+        .send()
+        .await
         .map_err(|e| format!("下载请求失败: {}", e))?;
 
     if !resp.status().is_success() && resp.status().as_u16() != 206 {
-        let msg = format!("下载失败 HTTP {}", resp.status());
-        emit_progress(&app, model_id, "archive", 0, 0, "failed", Some(&msg), 1, 1);
-        return Err(msg);
+        return Err(format!("下载失败 HTTP {}", resp.status()));
     }
 
     let content_length = resp.content_length().unwrap_or(0);
@@ -250,7 +253,7 @@ pub async fn download_and_extract_tar_bz2(
     let mut file = std::fs::OpenOptions::new()
         .create(true)
         .append(true)
-        .open(&temp_path)
+        .open(temp_path)
         .map_err(|e| format!("打开文件失败: {}", e))?;
 
     let mut stream = resp.bytes_stream();
@@ -263,18 +266,61 @@ pub async fn download_and_extract_tar_bz2(
         downloaded += chunk.len() as u64;
 
         if last_emit.elapsed().as_millis() >= 300 {
-            emit_progress(&app, model_id, "archive", downloaded, total, "downloading", None, 1, 1);
+            emit_progress(app, model_id, "archive", downloaded, total, "downloading", None, 1, 1);
             last_emit = std::time::Instant::now();
         }
     }
 
     file.flush().map_err(|e| format!("flush 失败: {}", e))?;
     drop(file);
+    Ok(())
+}
+
+pub async fn download_and_extract_tar_bz2(
+    app: AppHandle,
+    model_id: &str,
+    url: &str,
+) -> Result<(), String> {
+    let dest_dir = model_dir(model_id);
+    let archive_path = dest_dir.with_extension("tar.bz2");
+    let temp_path = dest_dir.with_extension("tar.bz2.part");
+
+    std::fs::create_dir_all(&dest_dir)
+        .map_err(|e| format!("创建目录失败: {}", e))?;
+
+    // 如果已经解压过（目录中有 onnx 文件），跳过下载
+    // funasr-nano: encoder_adaptor.int8.onnx / paraformer: model.int8.onnx / qwen3-asr: encoder.int8.onnx
+    if dest_dir.join("encoder_adaptor.int8.onnx").exists()
+        || dest_dir.join("model.int8.onnx").exists()
+        || dest_dir.join("encoder.int8.onnx").exists()
+    {
+        emit_progress(&app, model_id, "archive", 1, 1, "completed", None, 1, 1);
+        return Ok(());
+    }
+
+    // 多源下载：GitHub 地址自动优先走国内加速代理，失败再回退直连。
+    // 各镜像内容一致，可跨源断点续传（沿用已有 .part）。
+    let candidates = build_archive_candidates(url);
+    let mut last_err = String::from("无可用下载源");
+    let mut ok = false;
+    for (idx, cand) in candidates.iter().enumerate() {
+        match download_archive_once(&app, model_id, cand, &temp_path).await {
+            Ok(()) => { ok = true; break; }
+            Err(e) => {
+                log::warn!("archive 源 {}/{} 失败: {}", idx + 1, candidates.len(), e);
+                last_err = e;
+            }
+        }
+    }
+    if !ok {
+        emit_progress(&app, model_id, "archive", 0, 0, "failed", Some(&last_err), 1, 1);
+        return Err(last_err);
+    }
 
     std::fs::rename(&temp_path, &archive_path)
         .map_err(|e| format!("重命名失败: {}", e))?;
 
-    log::info!("Archive downloaded: {} ({} bytes)", model_id, downloaded);
+    log::info!("Archive downloaded: {}", model_id);
     emit_progress(&app, model_id, "extracting", 0, 0, "downloading", None, 1, 1);
 
     // 解压 tar.bz2
@@ -317,7 +363,7 @@ pub async fn download_and_extract_tar_bz2(
     // 删除压缩包
     std::fs::remove_file(&archive_path).ok();
 
-    emit_progress(&app, model_id, "archive", total, total, "completed", None, 1, 1);
+    emit_progress(&app, model_id, "archive", 1, 1, "completed", None, 1, 1);
     log::info!("Archive extracted: {}", model_id);
 
     Ok(())
diff --git a/client/src-tauri/src/models/local_asr.rs b/client/src-tauri/src/models/local_asr.rs
index 9a7c49a..33b3b2f 100644
--- a/client/src-tauri/src/models/local_asr.rs
+++ b/client/src-tauri/src/models/local_asr.rs
@@ -10,10 +10,15 @@ use sherpa_onnx::{
     OfflineFireRedAsrCtcModelConfig,
     OfflineFireRedAsrModelConfig,
     OfflineFunASRNanoModelConfig,
+    OfflineParaformerModelConfig,
+    OfflineQwen3ASRModelConfig,
     OfflineRecognizer,
     OfflineRecognizerConfig,
     OfflineSenseVoiceModelConfig,
     OfflineWhisperModelConfig,
+    SileroVadModelConfig,
+    VadModelConfig,
+    VoiceActivityDetector,
 };
 
 use super::downloader::model_dir;
@@ -27,6 +32,7 @@ pub struct LocalAsrResult {
 pub(crate) struct RecognizerCache {
     model_id: String,
     language: String,
+    hotwords: String,
     recognizer: OfflineRecognizer,
 }
 
@@ -36,11 +42,13 @@ unsafe impl Send for RecognizerCache {}
 
 static CACHE: Mutex<Option<RecognizerCache>> = Mutex::new(None);
 
-fn ensure_loaded(model_id: &str, language: &str) -> Result<(), String> {
+/// hotwords 在 recognizer 创建时写入 config（Qwen3），故作为缓存 key 的一部分：
+/// 热词变化时重建 recognizer，否则复用。
+fn ensure_loaded(model_id: &str, language: &str, hotwords: &str) -> Result<(), String> {
     let mut cache = CACHE.lock().map_err(|e| format!("锁获取失败: {}", e))?;
 
     if let Some(ref c) = *cache {
-        if c.model_id == model_id && c.language == language {
+        if c.model_id == model_id && c.language == language && c.hotwords == hotwords {
             return Ok(());
         }
     }
@@ -53,7 +61,7 @@ fn ensure_loaded(model_id: &str, language: &str) -> Result<(), String> {
     log::info!("Loading ASR model: {}", model_id);
     let start = Instant::now();
 
-    let recognizer = create_recognizer(&dir, model_id, language)?;
+    let recognizer = create_recognizer(&dir, model_id, language, hotwords)?;
 
     log::info!(
         "ASR model loaded in {}ms: {} (lang={})",
@@ -64,6 +72,7 @@ fn ensure_loaded(model_id: &str, language: &str) -> Result<(), String> {
     *cache = Some(RecognizerCache {
         model_id: model_id.to_string(),
         language: language.to_string(),
+        hotwords: hotwords.to_string(),
         recognizer,
     });
     Ok(())
@@ -74,11 +83,16 @@ fn create_recognizer(
     dir: &Path,
     model_id: &str,
     language: &str,
+    hotwords: &str,
 ) -> Result<OfflineRecognizer, String> {
     if model_id.starts_with("whisper-") {
         create_whisper(dir, model_id, language)
     } else if model_id.starts_with("funasr-nano") {
         create_funasr_nano(dir, language)
+    } else if model_id.starts_with("qwen3-asr") {
+        create_qwen3_asr(dir, hotwords)
+    } else if model_id.starts_with("paraformer") {
+        create_paraformer(dir)
     } else if model_id.starts_with("fire-red-asr2-ctc") {
         create_fire_red_ctc(dir)
     } else if model_id.starts_with("fire-red-asr2-aed") {
@@ -167,6 +181,9 @@ fn create_funasr_nano(
         return Err("FunASR Nano tokenizer 目录不存在 (Qwen3-0.6B/)".into());
     }
 
+    // 注意：sherpa-onnx Rust crate 的 Default 与 CLI 合理默认值不一致
+    // （Default 的 temperature=1.0、prompt 为空会导致 speech-LLM 输出乱码），
+    // 必须显式设置贪心采样 + 转写 prompt，与官方 CLI 一致。
     let mut config = OfflineRecognizerConfig::default();
     config.model_config.num_threads = 4;
     config.model_config.funasr_nano = OfflineFunASRNanoModelConfig {
@@ -174,15 +191,76 @@ fn create_funasr_nano(
         llm: Some(llm.to_string_lossy().to_string()),
         embedding: Some(embedding.to_string_lossy().to_string()),
         tokenizer: Some(tokenizer.to_string_lossy().to_string()),
+        system_prompt: Some("You are a helpful assistant.".into()),
+        user_prompt: Some("语音转写：".into()),
+        max_new_tokens: 512,
+        temperature: 1e-6,
+        top_p: 0.8,
+        seed: 42,
+        itn: 1,
         language: Some(if language == "auto" { "".into() } else { language.to_string() }),
-        max_new_tokens: 200,
-        ..Default::default()
+        hotwords: None,
     };
 
     OfflineRecognizer::create(&config)
         .ok_or_else(|| "FunASR Nano 初始化失败".to_string())
 }
 
+fn create_paraformer(dir: &Path) -> Result<OfflineRecognizer, String> {
+    let model = dir.join("model.int8.onnx");
+    let model = if model.exists() {
+        model
+    } else {
+        let fp32 = dir.join("model.onnx");
+        if fp32.exists() { fp32 } else { return Err("Paraformer 模型文件不存在 (model.int8.onnx)".into()); }
+    };
+    let tokens = dir.join("tokens.txt");
+    if !tokens.exists() {
+        return Err("tokens.txt 不存在".into());
+    }
+
+    let mut config = OfflineRecognizerConfig::default();
+    config.model_config.num_threads = 4;
+    config.model_config.paraformer = OfflineParaformerModelConfig {
+        model: Some(model.to_string_lossy().to_string()),
+    };
+    config.model_config.tokens = Some(tokens.to_string_lossy().to_string());
+
+    OfflineRecognizer::create(&config)
+        .ok_or_else(|| "Paraformer 初始化失败".to_string())
+}
+
+fn create_qwen3_asr(dir: &Path, hotwords: &str) -> Result<OfflineRecognizer, String> {
+    let conv_frontend = dir.join("conv_frontend.onnx");
+    let encoder = dir.join("encoder.int8.onnx");
+    let decoder = dir.join("decoder.int8.onnx");
+    let tokenizer = dir.join("tokenizer");
+
+    if !conv_frontend.exists() || !encoder.exists() || !decoder.exists() {
+        return Err("Qwen3-ASR 模型文件不完整 (需要 conv_frontend.onnx / encoder.int8.onnx / decoder.int8.onnx)".into());
+    }
+    if !tokenizer.exists() {
+        return Err("Qwen3-ASR tokenizer 目录不存在".into());
+    }
+
+    let mut config = OfflineRecognizerConfig::default();
+    // Qwen3 是自回归 speech-LLM，大矩阵乘法可吃更多核；比轻量模型多给线程
+    config.model_config.num_threads = asr_num_threads();
+    config.model_config.qwen3_asr = OfflineQwen3ASRModelConfig {
+        conv_frontend: Some(conv_frontend.to_string_lossy().to_string()),
+        encoder: Some(encoder.to_string_lossy().to_string()),
+        decoder: Some(decoder.to_string_lossy().to_string()),
+        tokenizer: Some(tokenizer.to_string_lossy().to_string()),
+        // 热词：逗号分隔，提升专有名词/术语识别（Qwen3 在创建时写入 config）
+        hotwords: if hotwords.is_empty() { None } else { Some(hotwords.to_string()) },
+        max_new_tokens: 256,
+        ..Default::default()
+    };
+
+    OfflineRecognizer::create(&config)
+        .ok_or_else(|| "Qwen3-ASR 初始化失败".to_string())
+}
+
 fn create_fire_red_ctc(dir: &Path) -> Result<OfflineRecognizer, String> {
     let model = dir.join("model.int8.onnx");
     if !model.exists() {
@@ -227,6 +305,142 @@ fn create_fire_red_aed(dir: &Path) -> Result<OfflineRecognizer, String> {
         .ok_or_else(|| "FireRedASR2-AED 初始化失败".to_string())
 }
 
+/// ASR 推理线程数：按机器逻辑核数动态取值，下限 2、上限 8。
+/// 上限 8 是经验最优：混合架构 CPU（大核+小核）上线程超过 ~8 后，
+/// 弱小核参与反而拖慢、线程调度开销上升，实测 8 优于 12/16。
+fn asr_num_threads() -> i32 {
+    std::thread::available_parallelism()
+        .map(|n| n.get().clamp(2, 8) as i32)
+        .unwrap_or(4)
+}
+
+/// 清洗 Qwen3-ASR 输出：剥离模型自带的模板前缀（如 "language Chinese<asr_text>"）。
+/// 这是 Qwen3-ASR chat 模板未被 ONNX 导出剥离导致的已知现象（见 sherpa-onnx PR #3399）。
+fn clean_asr_text(text: &str) -> String {
+    let mut t = text;
+    // 取最后一个 <asr_text> 之后的内容（前面是 "language XXX" 之类的前缀）
+    if let Some(idx) = t.rfind("<asr_text>") {
+        t = &t[idx + "<asr_text>".len()..];
+    }
+    t.trim().to_string()
+}
+
+const SR: usize = 16000;
+/// Qwen3 单次推理的音频上限（秒）。超过则用 VAD 切分，避免超长上下文导致内存暴涨/崩溃。
+/// ≤此值单次直出（更快、无 VAD 开销）；30s 内 0.6B 单次处理稳定不崩。
+const QWEN3_MAX_SEC: usize = 30;
+/// 切分后每段目标上限（秒）。与服务器端 MAX_CHUNK 一致，配合 VAD 得到 5~15s 段落。
+const SEG_MAX_SEC: usize = 15;
+
+/// 拼接分段文本：上一段若非以标点结尾则补空格，减少相邻词粘连。
+fn join_segment(out: &mut String, text: &str) {
+    let t = text.trim();
+    if t.is_empty() {
+        return;
+    }
+    if !out.is_empty() && !out.ends_with(|c: char| "，。！？、,.!?".contains(c)) {
+        out.push(' ');
+    }
+    out.push_str(t);
+}
+
+/// 用 Silero VAD 在静音处切分为语音段（丢弃静音），失败返回 None。
+fn vad_segments(samples: &[f32], vad_path: &Path) -> Option<Vec<Vec<f32>>> {
+    let mut cfg = VadModelConfig::default();
+    cfg.sample_rate = SR as i32;
+    cfg.num_threads = 1;
+    cfg.silero_vad = SileroVadModelConfig {
+        model: Some(vad_path.to_string_lossy().to_string()),
+        threshold: 0.5,
+        min_silence_duration: 0.5,
+        min_speech_duration: 0.25,
+        window_size: 512,
+        max_speech_duration: SEG_MAX_SEC as f32, // 单段硬上限，连续语音也会被切
+    };
+    let vad = VoiceActivityDetector::create(&cfg, 30.0)?;
+
+    let window = 512usize;
+    let mut i = 0usize;
+    let mut segs: Vec<Vec<f32>> = Vec::new();
+    while i < samples.len() {
+        let end = (i + window).min(samples.len());
+        vad.accept_waveform(&samples[i..end]);
+        i = end;
+        while let Some(seg) = vad.front() {
+            segs.push(seg.samples().to_vec());
+            vad.pop();
+        }
+    }
+    vad.flush();
+    while let Some(seg) = vad.front() {
+        segs.push(seg.samples().to_vec());
+        vad.pop();
+    }
+    if segs.is_empty() { None } else { Some(segs) }
+}
+
+/// 将相邻语音段合并到 ≤ max_samples，减少推理次数（5~15s 段落）。
+fn merge_segments(segs: Vec<Vec<f32>>, max_samples: usize) -> Vec<Vec<f32>> {
+    let mut out: Vec<Vec<f32>> = Vec::new();
+    let mut cur: Vec<f32> = Vec::new();
+    for s in segs {
+        if s.len() > max_samples {
+            if !cur.is_empty() {
+                out.push(std::mem::take(&mut cur));
+            }
+            out.push(s);
+        } else if !cur.is_empty() && cur.len() + s.len() > max_samples {
+            out.push(std::mem::replace(&mut cur, s));
+        } else {
+            cur.extend_from_slice(&s);
+        }
+    }
+    if !cur.is_empty() {
+        out.push(cur);
+    }
+    out
+}
+
+/// 固定窗口切分（VAD 不可用时的兜底），保证长音频不崩。
+fn transcribe_fixed_window(samples: &[f32]) -> Result<String, String> {
+    let chunk = SEG_MAX_SEC * SR;
+    let mut out = String::new();
+    let mut start = 0usize;
+    while start < samples.len() {
+        let end = (start + chunk).min(samples.len());
+        let text = transcribe_with_cache(&samples[start..end])?;
+        join_segment(&mut out, &text);
+        start = end;
+    }
+    Ok(out)
+}
+
+/// 长音频转写：仅对自回归 speech-LLM（Qwen3）且 >QWEN3_MAX_SEC 的音频切分。
+/// 优先 VAD 静音切分（5~15s），VAD 不可用时退回固定窗口。其他模型单次处理。
+fn transcribe_long(model_id: &str, samples: &[f32], vad_path: Option<&Path>) -> Result<String, String> {
+    let is_llm = model_id.starts_with("qwen3-asr");
+    if !is_llm || samples.len() <= QWEN3_MAX_SEC * SR {
+        return transcribe_with_cache(samples);
+    }
+
+    let vad_segs = vad_path
+        .filter(|p| p.exists())
+        .and_then(|p| vad_segments(samples, p));
+
+    match vad_segs {
+        Some(segs) => {
+            let merged = merge_segments(segs, SEG_MAX_SEC * SR);
+            let mut out = String::new();
+            for seg in &merged {
+                let text = transcribe_with_cache(seg)?;
+                join_segment(&mut out, &text);
+            }
+            Ok(out)
+        }
+        None => transcribe_fixed_window(samples),
+    }
+}
+
 /// 使用缓存的 recognizer 进行转录
 fn transcribe_with_cache(samples: &[f32]) -> Result<String, String> {
     let cache = CACHE.lock().map_err(|e| format!("锁获取失败: {}", e))?;
@@ -239,25 +453,44 @@ fn transcribe_with_cache(samples: &[f32]) -> Result<String, String> {
         .get_result()
         .ok_or_else(|| "获取识别结果失败".to_string())?;
 
-    Ok(result.text.trim().to_string())
+    Ok(clean_asr_text(&result.text))
 }
 
 #[tauri::command]
 pub async fn preload_local_model(model_id: String) -> Result<String, String> {
     tokio::task::spawn_blocking(move || {
         let start = Instant::now();
-        ensure_loaded(&model_id, "auto")?;
+        ensure_loaded(&model_id, "auto", "")?;
         Ok(format!("模型已加载 ({}ms)", start.elapsed().as_millis()))
     })
     .await
     .map_err(|e| format!("预加载异常: {}", e))?
 }
 
+/// 解析 Silero VAD 模型路径：优先打包资源，兜底模型目录。
+fn resolve_vad_model(app: &tauri::AppHandle) -> Option<std::path::PathBuf> {
+    use tauri::Manager;
+    for cand in ["resources/silero_vad.onnx", "silero_vad.onnx"] {
+        if let Ok(p) = app.path().resolve(cand, tauri::path::BaseDirectory::Resource) {
+            if p.exists() {
+                return Some(p);
+            }
+        }
+    }
+    let alt = super::downloader::models_dir().join("silero_vad.onnx");
+    if alt.exists() {
+        return Some(alt);
+    }
+    None
+}
+
 #[tauri::command]
 pub async fn local_transcribe(
+    app: tauri::AppHandle,
     audio_b64: String,
     model_id: String,
     language: Option<String>,
+    hotwords: Option<Vec<String>>,
 ) -> Result<LocalAsrResult, String> {
     let pcm_bytes = base64::Engine::decode(
         &base64::engine::general_purpose::STANDARD,
@@ -274,12 +507,21 @@ pub async fn local_transcribe(
         .map(|c| i16::from_le_bytes([c[0], c[1]]) as f32 / 32768.0)
         .collect();
 
+    let vad_path = resolve_vad_model(&app);
+
+    // 仅 Qwen3 使用热词；其它模型热词 key 置空，避免热词变化触发无谓重建
+    let hotwords_key = if model_id.starts_with("qwen3-asr") {
+        hotwords.map(|h| h.join(",")).unwrap_or_default()
+    } else {
+        String::new()
+    };
+
     tokio::task::spawn_blocking(move || {
         let lang = language.as_deref().unwrap_or("auto");
-        ensure_loaded(&model_id, lang)?;
+        ensure_loaded(&model_id, lang, &hotwords_key)?;
 
         let start = Instant::now();
-        let text = transcribe_with_cache(&samples)?;
+        let text = transcribe_long(&model_id, &samples, vad_path.as_deref())?;
 
         Ok(LocalAsrResult {
             text,
@@ -293,7 +535,7 @@ pub async fn local_transcribe(
 // ── 供 benchmark / test_audio 模块使用的公开接口 ──
 
 pub fn ensure_loaded_pub(model_id: &str, language: &str) -> Result<(), String> {
-    ensure_loaded(model_id, language)
+    ensure_loaded(model_id, language, "")
 }
 
 pub fn get_cache_lock() -> Result<std::sync::MutexGuard<'static, Option<RecognizerCache>>, String> {
@@ -307,7 +549,7 @@ impl RecognizerCache {
         self.recognizer.decode(&stream);
         stream
             .get_result()
-            .map(|r| r.text.trim().to_string())
+            .map(|r| clean_asr_text(&r.text))
             .unwrap_or_default()
     }
 }
diff --git a/client/src-tauri/src/models/registry.rs b/client/src-tauri/src/models/registry.rs
index 6598810..0fcb367 100644
--- a/client/src-tauri/src/models/registry.rs
+++ b/client/src-tauri/src/models/registry.rs
@@ -55,6 +55,14 @@ pub fn list_downloaded_models() -> Vec<LocalModelInfo> {
                         && model_path.join("llm.int8.onnx").exists()
                         && model_path.join("embedding.int8.onnx").exists()
                         && model_path.join("Qwen3-0.6B").exists();
+                } else if model.model_type == "qwen3-asr" {
+                    complete = model_path.join("conv_frontend.onnx").exists()
+                        && model_path.join("encoder.int8.onnx").exists()
+                        && model_path.join("decoder.int8.onnx").exists()
+                        && model_path.join("tokenizer").exists();
+                } else if model.model_type == "paraformer" {
+                    complete = model_path.join("model.int8.onnx").exists()
+                        && model_path.join("tokens.txt").exists();
                 } else if model.model_type == "fire-red-ctc" {
                     complete = model_path.join("model.int8.onnx").exists()
                         && model_path.join("tokens.txt").exists();
diff --git a/client/src-tauri/src/providers/ai_openai_compat.rs b/client/src-tauri/src/providers/ai_openai_compat.rs
index 6c77af9..f1b93a7 100644
--- a/client/src-tauri/src/providers/ai_openai_compat.rs
+++ b/client/src-tauri/src/providers/ai_openai_compat.rs
@@ -33,7 +33,7 @@ pub async fn polish(
         ]
     });
 
-    // 通义千问 Qwen3 系列默认开启思考模式，校对场景不需要
+    // 通义千问 Qwen3 默认开启思考模式，校对场景不需要
     if config.provider == "qwen" {
         body.as_object_mut().unwrap().insert(
             "enable_thinking".to_string(),
@@ -41,8 +41,9 @@ pub async fn polish(
         );
     }
 
-    // DeepSeek V4 Flash 默认开启 thinking，校对场景关闭以降低延迟
-    if config.provider == "deepseek" {
+    // DeepSeek / 小米 MiMo 默认开启思考，校对场景关闭以大幅降低延迟。
+    // 注意：小米原生端点用 thinking.type=disabled（官方文档），对 enable_thinking 无效。
+    if config.provider == "deepseek" || config.provider == "mimo" {
         body.as_object_mut().unwrap().insert(
             "thinking".to_string(),
             serde_json::json!({"type": "disabled"}),
@@ -52,10 +53,15 @@ pub async fn polish(
     let client = reqwest::Client::new();
     let start = Instant::now();
 
-    let resp = client
+    let mut req = client
         .post(&url)
         .header("Authorization", format!("Bearer {}", config.api_key))
-        .header("Content-Type", "application/json")
+        .header("Content-Type", "application/json");
+    // 小米 MiMo 规范鉴权头为 api-key（同时兼容 Bearer），两个都带最稳妥
+    if config.provider == "mimo" {
+        req = req.header("api-key", config.api_key.clone());
+    }
+    let resp = req
         .json(&body)
         .timeout(std::time::Duration::from_secs(60))
         .send()
@@ -112,7 +118,7 @@ pub async fn test_connection(config: &AiProviderConfig) -> TestResult {
         );
     }
 
-    if config.provider == "deepseek" {
+    if config.provider == "deepseek" || config.provider == "mimo" {
         body.as_object_mut().unwrap().insert(
             "thinking".to_string(),
             serde_json::json!({"type": "disabled"}),
@@ -122,10 +128,14 @@ pub async fn test_connection(config: &AiProviderConfig) -> TestResult {
     let client = reqwest::Client::new();
     let start = Instant::now();
 
-    let result = client
+    let mut req = client
         .post(&url)
         .header("Authorization", format!("Bearer {}", config.api_key))
-        .header("Content-Type", "application/json")
+        .header("Content-Type", "application/json");
+    if config.provider == "mimo" {
+        req = req.header("api-key", config.api_key.clone());
+    }
+    let result = req
         .json(&body)
         .timeout(std::time::Duration::from_secs(30))
         .send()
diff --git a/client/src-tauri/src/providers/asr_mimo.rs b/client/src-tauri/src/providers/asr_mimo.rs
new file mode 100644
index 0000000..eb796ae
--- /dev/null
+++ b/client/src-tauri/src/providers/asr_mimo.rs
@@ -0,0 +1,177 @@
+// 小米 MiMo ASR — mimo-v2.5-asr
+// OpenAI chat/completions 兼容接口，支持 Base64 data URL 音频（wav/mp3）。
+// 与千问的差异：鉴权头是 `api-key`（非 Bearer）、无 app_id、body 为 OpenAI chat 结构、
+// 响应为 choices[0].message.content（纯字符串）。
+
+use super::types::{AsrProviderConfig, AsrResult, TestResult};
+use std::time::Instant;
+
+const API_URL: &str = "https://api.xiaomimimo.com/v1/chat/completions";
+
+/// 将 16kHz 单声道 16-bit PCM 封装为 WAV 容器（MiMo 只接受 wav/mp3，不接受裸 PCM）。
+fn pcm_to_wav(pcm: &[u8], sr: u32) -> Vec<u8> {
+    let ds = pcm.len() as u32;
+    let mut w = Vec::with_capacity(44 + pcm.len());
+    w.extend_from_slice(b"RIFF");
+    w.extend_from_slice(&(36 + ds).to_le_bytes());
+    w.extend_from_slice(b"WAVEfmt ");
+    w.extend_from_slice(&16u32.to_le_bytes());
+    w.extend_from_slice(&1u16.to_le_bytes());
+    w.extend_from_slice(&1u16.to_le_bytes());
+    w.extend_from_slice(&sr.to_le_bytes());
+    w.extend_from_slice(&(sr * 2).to_le_bytes());
+    w.extend_from_slice(&2u16.to_le_bytes());
+    w.extend_from_slice(&16u16.to_le_bytes());
+    w.extend_from_slice(b"data");
+    w.extend_from_slice(&ds.to_le_bytes());
+    w.extend_from_slice(pcm);
+    w
+}
+
+/// 从供应商额外配置读取识别语言（auto|zh|en），默认 auto。
+fn resolve_language(config: &AsrProviderConfig) -> String {
+    config
+        .extra
+        .get("language")
+        .and_then(|v| v.as_str())
+        .map(|s| s.trim())
+        .filter(|s| !s.is_empty())
+        .unwrap_or("auto")
+        .to_string()
+}
+
+fn build_body(data_url: &str, language: &str) -> serde_json::Value {
+    serde_json::json!({
+        "model": "mimo-v2.5-asr",
+        "messages": [
+            {
+                "role": "user",
+                "content": [
+                    { "type": "input_audio", "input_audio": { "data": data_url } }
+                ]
+            }
+        ],
+        "asr_options": { "language": language }
+    })
+}
+
+/// 解析 OpenAI chat 响应中的转写文本：choices[0].message.content。
+/// content 可能是字符串，也可能是分段数组，两种都兼容。
+fn extract_text(data: &serde_json::Value) -> String {
+    let content = data
+        .get("choices")
+        .and_then(|c| c.get(0))
+        .and_then(|c| c.get("message"))
+        .and_then(|m| m.get("content"));
+    match content {
+        Some(serde_json::Value::String(s)) => s.clone(),
+        Some(serde_json::Value::Array(arr)) => arr
+            .iter()
+            .filter_map(|seg| {
+                seg.get("text")
+                    .and_then(|t| t.as_str())
+                    .or_else(|| seg.as_str())
+            })
+            .collect::<Vec<_>>()
+            .join(""),
+        _ => String::new(),
+    }
+}
+
+pub async fn transcribe(
+    audio_pcm_b64: &str,
+    sample_rate: u32,
+    config: &AsrProviderConfig,
+    _hotwords: &[String],
+) -> Result<AsrResult, String> {
+    let pcm = base64::Engine::decode(
+        &base64::engine::general_purpose::STANDARD,
+        audio_pcm_b64,
+    )
+    .map_err(|e| format!("base64 解码失败: {}", e))?;
+
+    if pcm.is_empty() {
+        return Ok(AsrResult { text: String::new(), elapsed_ms: 0 });
+    }
+
+    let wav = pcm_to_wav(&pcm, sample_rate);
+    let wav_b64 = base64::Engine::encode(&base64::engine::general_purpose::STANDARD, &wav);
+    let data_url = format!("data:audio/wav;base64,{}", wav_b64);
+    let language = resolve_language(config);
+    let body = build_body(&data_url, &language);
+
+    let client = reqwest::Client::new();
+    let start = Instant::now();
+
+    let resp = client
+        .post(API_URL)
+        .header("api-key", &config.api_key)
+        .header("Content-Type", "application/json")
+        .json(&body)
+        .timeout(std::time::Duration::from_secs(60))
+        .send()
+        .await
+        .map_err(|e| format!("请求失败: {}", e))?;
+
+    let elapsed_ms = start.elapsed().as_millis() as u64;
+
+    if !resp.status().is_success() {
+        let status = resp.status();
+        let body = resp.text().await.unwrap_or_default();
+        return Err(format!("MiMo ASR 错误 {}: {}", status, &body[..body.len().min(300)]));
+    }
+
+    let data: serde_json::Value = resp
+        .json()
+        .await
+        .map_err(|e| format!("解析响应失败: {}", e))?;
+
+    Ok(AsrResult { text: extract_text(&data), elapsed_ms })
+}
+
+pub async fn test_connection(config: &AsrProviderConfig) -> TestResult {
+    let silence = vec![0u8; 16000]; // 0.5s 静音
+    let wav = pcm_to_wav(&silence, 16000);
+    let wav_b64 = base64::Engine::encode(&base64::engine::general_purpose::STANDARD, &wav);
+    let data_url = format!("data:audio/wav;base64,{}", wav_b64);
+    let body = build_body(&data_url, "auto");
+
+    let client = reqwest::Client::new();
+    let start = Instant::now();
+
+    let result = client
+        .post(API_URL)
+        .header("api-key", &config.api_key)
+        .header("Content-Type", "application/json")
+        .json(&body)
+        .timeout(std::time::Duration::from_secs(15))
+        .send()
+        .await;
+
+    let elapsed_ms = start.elapsed().as_millis() as u64;
+
+    match result {
+        Ok(resp) if resp.status().is_success() => TestResult {
+            ok: true,
+            message: format!("连接成功 ({}ms)", elapsed_ms),
+            elapsed_ms,
+            detail: String::new(),
+        },
+        Ok(resp) => {
+            let status = resp.status();
+            let body = resp.text().await.unwrap_or_default();
+            TestResult {
+                ok: false,
+                message: format!("API 错误 {}: {}", status, &body[..body.len().min(100)]),
+                elapsed_ms,
+                detail: String::new(),
+            }
+        }
+        Err(e) => TestResult {
+            ok: false,
+            message: format!("连接失败: {}", e),
+            elapsed_ms,
+            detail: String::new(),
+        },
+    }
+}
diff --git a/client/src-tauri/src/providers/mod.rs b/client/src-tauri/src/providers/mod.rs
index 50dcd7b..dd1f3df 100644
--- a/client/src-tauri/src/providers/mod.rs
+++ b/client/src-tauri/src/providers/mod.rs
@@ -8,6 +8,7 @@ pub mod asr_doubao_stream;
 pub mod asr_doubao_realtime;
 pub mod asr_qwen;
 pub mod asr_qwen_omni;
+pub mod asr_mimo;
 pub mod asr_qwen_realtime;
 pub mod doubao_protocol;
 pub mod registry;
diff --git a/client/src-tauri/src/providers/registry.rs b/client/src-tauri/src/providers/registry.rs
index a171253..5974de5 100644
--- a/client/src-tauri/src/providers/registry.rs
+++ b/client/src-tauri/src/providers/registry.rs
@@ -1,14 +1,14 @@
 // 供应商注册表 — Tauri commands 入口
 
 use super::types::*;
-use super::{ai_openai_compat, ai_ollama, asr_doubao, asr_doubao_stream, asr_qwen, asr_qwen_omni};
+use super::{ai_openai_compat, ai_ollama, asr_doubao, asr_doubao_stream, asr_qwen, asr_qwen_omni, asr_mimo};
 
 /// 云端 AI 校对（Tauri command）
 #[tauri::command]
 pub async fn cloud_polish(request: CloudPolishRequest) -> Result<AiResult, String> {
     let config = &request.ai_config;
     match config.provider.as_str() {
-        "openai_compat" | "deepseek" | "doubao" | "qwen" => {
+        "openai_compat" | "deepseek" | "doubao" | "qwen" | "mimo" => {
             ai_openai_compat::polish(
                 &request.text,
                 config,
@@ -32,7 +32,7 @@ pub async fn cloud_polish(request: CloudPolishRequest) -> Result<AiResult, Strin
 #[tauri::command]
 pub async fn test_ai_connection(config: AiProviderConfig) -> Result<TestResult, String> {
     match config.provider.as_str() {
-        "openai_compat" | "deepseek" | "doubao" | "qwen" => {
+        "openai_compat" | "deepseek" | "doubao" | "qwen" | "mimo" => {
             Ok(ai_openai_compat::test_connection(&config).await)
         }
         "ollama" => {
@@ -83,6 +83,15 @@ pub async fn cloud_transcribe(request: CloudTranscribeRequest) -> Result<AsrResu
             )
             .await
         }
+        "mimo" => {
+            asr_mimo::transcribe(
+                &request.audio_b64,
+                request.sample_rate,
+                config,
+                &request.hotwords,
+            )
+            .await
+        }
         // TODO: "aliyun" => 阿里云 Paraformer（需要文件 URL + 异步轮询，暂未实现）
         other => Err(format!("ASR 供应商 \"{}\" 尚未实现", other)),
     }
@@ -96,6 +105,7 @@ pub async fn test_asr_connection(config: AsrProviderConfig) -> Result<TestResult
         "doubao_v2" => Ok(asr_doubao_stream::test_connection(&config).await),
         "qwen" | "aliyun" | "qwen_realtime" => Ok(asr_qwen::test_connection(&config).await),
         "qwen_omni" => Ok(asr_qwen_omni::test_connection(&config).await),
+        "mimo" => Ok(asr_mimo::test_connection(&config).await),
         other => Err(format!("ASR 供应商 \"{}\" 尚未实现", other)),
     }
 }
diff --git a/client/src-tauri/tauri.conf.json b/client/src-tauri/tauri.conf.json
index b4fe411..9bd3fcc 100644
--- a/client/src-tauri/tauri.conf.json
+++ b/client/src-tauri/tauri.conf.json
@@ -1,6 +1,6 @@
 {
   "productName": "SayIt",
-  "version": "0.0.7",
+  "version": "0.0.8",
   "identifier": "com.sayit.app",
   "build": {
     "frontendDist": "../dist",
@@ -44,7 +44,7 @@
       "icons/128x128@2x.png"
     ],
     "shortDescription": "语音输入，AI 润色",
-    "longDescription": "SayIt - 按住说话，松开输入。支持语音识别和 AI 文本润色，让语音输入更高效。",
+    "longDescription": "SayIt - 随口说，出色写。用说话代替打字，AI 实时把口语变成书面表达。",
     "copyright": "© 2026 Liu Qianglong & Claude",
     "category": "Productivity",
     "windows": {
diff --git a/client/src/App.tsx b/client/src/App.tsx
index 9f05a42..786e1fd 100644
--- a/client/src/App.tsx
+++ b/client/src/App.tsx
@@ -15,6 +15,7 @@ import About from './pages/About'
 import { initRecorder, cleanup } from './services/recorder'
 import { initTheme } from './stores/theme'
 import { initAiEnabled } from './stores/aiEnabled'
+import { initActivePreset } from './stores/activePreset'
 import { getSetting, setSetting } from './services/store'
 import { runAutoUpdate } from './features/update/autoUpdate'
 import UpdateDialog from './features/update/UpdateDialog'
@@ -22,10 +23,13 @@ import * as bridge from './services/bridge'
 
 export default function App() {
   const [showWelcome, setShowWelcome] = useState(false)
+  // 首次挂载时先不渲染主界面，等 onboarding 检查完成再决定，避免"闪一下主页再进向导"
+  const [onboardingChecked, setOnboardingChecked] = useState(false)
 
   useEffect(() => {
     void initTheme()
     void initAiEnabled()
+    void initActivePreset()
     initRecorder()
     void runAutoUpdate()
 
@@ -35,6 +39,7 @@ export default function App() {
       if (!onboardedVersion) {
         setShowWelcome(true)
       }
+      setOnboardingChecked(true)
     })()
 
     return () => cleanup()
@@ -47,6 +52,11 @@ export default function App() {
     bridge.notifyShortcutsChanged()
   }
 
+  // onboarding 检查未完成前只渲染与背景同色的空壳，避免首次安装时主页闪现
+  if (!onboardingChecked) {
+    return <div className="h-screen bg-background" />
+  }
+
   return (
     <div className="flex h-screen flex-col">
       <TitleBar />
diff --git a/client/src/components/TextReplacementSection.tsx b/client/src/components/TextReplacementSection.tsx
index af442d2..f817bd7 100644
--- a/client/src/components/TextReplacementSection.tsx
+++ b/client/src/components/TextReplacementSection.tsx
@@ -1,12 +1,13 @@
 // 文本替换规则管理组件
 
 import { useCallback, useEffect, useRef, useState } from 'react'
-import { Plus, X } from 'lucide-react'
+import { Plus, X, List } from 'lucide-react'
 import { Button } from '@/components/ui/button'
 import { Switch } from '@/components/ui/switch'
 import {
   getTextReplacements,
   saveTextReplacements,
+  parseBatchReplacements,
   type TextReplacementRule,
 } from '@/services/textReplacement'
 
@@ -18,6 +19,9 @@ export default function TextReplacementSection() {
   const [rules, setRules] = useState<TextReplacementRule[]>([])
   const [fromInput, setFromInput] = useState('')
   const [toInput, setToInput] = useState('')
+  const [batchMode, setBatchMode] = useState(false)
+  const [batchText, setBatchText] = useState('')
+  const [batchHint, setBatchHint] = useState('')
 
   useEffect(() => {
     getTextReplacements().then((loaded) => {
@@ -43,6 +47,37 @@ export default function TextReplacementSection() {
     setToInput('')
   }, [fromInput, toInput])
 
+  const importBatch = useCallback(() => {
+    const parsed = parseBatchReplacements(batchText)
+    if (parsed.length === 0) {
+      setBatchHint('没有可导入的规则，请检查格式')
+      return
+    }
+    setRules((prev) => {
+      const existing = new Set(prev.map((r) => r.from))
+      const next = [...prev]
+      let added = 0
+      let updated = 0
+      for (const { from, to } of parsed) {
+        if (existing.has(from)) {
+          // 已存在同一原文：更新其替换内容
+          const idx = next.findIndex((r) => r.from === from)
+          if (idx >= 0 && next[idx].to !== to) {
+            next[idx] = { ...next[idx], to }
+            updated++
+          }
+        } else {
+          next.push({ id: createId(), from, to, enabled: true })
+          existing.add(from)
+          added++
+        }
+      }
+      setBatchHint(`已导入：新增 ${added} 条${updated > 0 ? `，更新 ${updated} 条` : ''}`)
+      return next
+    })
+    setBatchText('')
+  }, [batchText])
+
   const removeRule = useCallback((id: string) => {
     setRules((prev) => prev.filter((r) => r.id !== id))
   }, [])
@@ -76,42 +111,97 @@ export default function TextReplacementSection() {
       </p>
 
       {/* 添加新规则 — 两列对齐 */}
-      <div className="flex items-center gap-2">
-        <input
-          value={fromInput}
-          onChange={(e) => setFromInput(e.target.value)}
-          onKeyDown={(e) => {
-            if (e.key === 'Enter') {
-              e.preventDefault()
-              void addRule()
-            }
-          }}
-          placeholder="原文"
-          className="w-0 flex-1 rounded-md border border-input-border bg-input-bg px-3 py-1.5 text-sm"
-        />
-        <input
-          value={toInput}
-          onChange={(e) => setToInput(e.target.value)}
-          onKeyDown={(e) => {
-            if (e.key === 'Enter') {
-              e.preventDefault()
-              void addRule()
-            }
-          }}
-          placeholder="替换为（留空则删除）"
-          className="w-0 flex-1 rounded-md border border-input-border bg-input-bg px-3 py-1.5 text-sm"
-        />
-        <Button
-          onClick={() => void addRule()}
-          size="sm"
-          variant="outline"
-          disabled={!fromInput.trim()}
-          className="shrink-0 gap-1.5"
-        >
-          <Plus className="h-3.5 w-3.5" />
-          添加
-        </Button>
-      </div>
+      {!batchMode && (
+        <div className="flex items-center gap-2">
+          <input
+            value={fromInput}
+            onChange={(e) => setFromInput(e.target.value)}
+            onKeyDown={(e) => {
+              if (e.key === 'Enter') {
+                e.preventDefault()
+                void addRule()
+              }
+            }}
+            placeholder="原文"
+            className="w-0 flex-1 rounded-md border border-input-border bg-input-bg px-3 py-1.5 text-sm"
+          />
+          <input
+            value={toInput}
+            onChange={(e) => setToInput(e.target.value)}
+            onKeyDown={(e) => {
+              if (e.key === 'Enter') {
+                e.preventDefault()
+                void addRule()
+              }
+            }}
+            placeholder="替换为（留空则删除）"
+            className="w-0 flex-1 rounded-md border border-input-border bg-input-bg px-3 py-1.5 text-sm"
+          />
+          <Button
+            onClick={() => void addRule()}
+            size="sm"
+            variant="outline"
+            disabled={!fromInput.trim()}
+            className="shrink-0 gap-1.5"
+          >
+            <Plus className="h-3.5 w-3.5" />
+            添加
+          </Button>
+          <Button
+            onClick={() => { setBatchMode(true); setBatchHint('') }}
+            size="sm"
+            variant="outline"
+            className="shrink-0 gap-1.5"
+          >
+            <List className="h-3.5 w-3.5" />
+            批量
+          </Button>
+        </div>
+      )}
+
+      {/* 批量添加 */}
+      {batchMode && (
+        <div className="rounded-lg border border-border p-3">
+          <p className="mb-2 text-xs text-muted-foreground">
+            每行一条规则，用逗号、制表符或 <code>=&gt;</code> 分隔原文与替换内容，例如：
+            <br />
+            安卓说话，按住说话
+            <br />
+            Cloud Code =&gt; Claude Code
+            <br />
+            留空替换内容则表示删除该文本。
+          </p>
+          <textarea
+            value={batchText}
+            onChange={(e) => setBatchText(e.target.value)}
+            rows={6}
+            placeholder={'原文，替换为\n原文2 => 替换为2'}
+            className="w-full resize-y rounded-md border border-input-border bg-input-bg px-3 py-2 text-sm leading-relaxed"
+          />
+          <div className="mt-2 flex items-center justify-between gap-2">
+            <span className="text-xs text-muted-foreground">{batchHint}</span>
+            <div className="flex shrink-0 gap-2">
+              <Button
+                onClick={() => { setBatchMode(false); setBatchText(''); setBatchHint('') }}
+                size="sm"
+                variant="outline"
+              >
+                完成
+              </Button>
+              <Button
+                onClick={() => void importBatch()}
+                size="sm"
+                variant="outline"
+                disabled={!batchText.trim()}
+                className="gap-1.5"
+              >
+                <Plus className="h-3.5 w-3.5" />
+                导入
+              </Button>
+            </div>
+          </div>
+        </div>
+      )}
 
       {/* 规则列表 — 两列布局 */}
       {rules.length > 0 && (
diff --git a/client/src/components/TitleBar.tsx b/client/src/components/TitleBar.tsx
index f21a24d..505b0e2 100644
--- a/client/src/components/TitleBar.tsx
+++ b/client/src/components/TitleBar.tsx
@@ -2,11 +2,14 @@ import * as bridge from '@/services/bridge'
 import { Minus, Square, X, Wand2 } from 'lucide-react'
 import appIcon from '@/assets/ico-frame-48x48.png'
 import { useAiEnabled } from '@/hooks/useAiEnabled'
+import { useActivePreset } from '@/hooks/useActivePreset'
 import { toggleAiEnabled } from '@/stores/aiEnabled'
 import { Tooltip } from '@/components/ui/tooltip'
 
 export default function TitleBar() {
   const aiEnabled = useAiEnabled()
+  const activePreset = useActivePreset()
+  const presetName = activePreset.name || '默认'
 
   return (
     <div className="flex h-10 items-center justify-between bg-titlebar border-b select-none"
@@ -17,7 +20,7 @@ export default function TitleBar() {
       </div>
       <div className="flex items-center">
         <div className="flex items-center pr-2" style={{ WebkitAppRegion: 'no-drag' } as React.CSSProperties}>
-          <Tooltip content={aiEnabled ? 'AI 整理已开启，点击关闭后将输出识别原文' : 'AI 整理已关闭，点击开启后自动整理'}>
+          <Tooltip content={`润色模式：${presetName}`}>
             <button
               type="button"
               role="switch"
diff --git a/client/src/components/WelcomeGuide.tsx b/client/src/components/WelcomeGuide.tsx
index 9c7ba6f..c89ba64 100644
--- a/client/src/components/WelcomeGuide.tsx
+++ b/client/src/components/WelcomeGuide.tsx
@@ -6,16 +6,10 @@ import { getWorkMode } from '@/services/transcription'
 import { healthCheck } from '@/services/api'
 import { setPttSuppressed } from '@/services/recorder'
 import * as bridge from '@/services/bridge'
+import { isSingleKeySetting, getSingleKeyDisplay } from '@/lib/shortcutKeys'
+import { refreshPTTSetting } from '@/services/webviewKeyboardFallback'
 import appIcon from '@/assets/icon-128.png'
 
-const KEY_MAP: Record<string, string> = {
-  AltLeft: '左 Alt', AltRight: '右 Alt',
-  ControlLeft: '左 Ctrl', ControlRight: '右 Ctrl',
-  ShiftLeft: '左 Shift', ShiftRight: '右 Shift',
-  MetaLeft: '左 Win', MetaRight: '右 Win',
-  Space: '空格', CapsLock: 'Caps Lock',
-}
-
 /** 简化键盘布局，高亮当前快捷键 */
 function KeyboardHint({ activeKey, pressed }: { activeKey: string; pressed?: boolean }) {
   const rows: { code: string; label: string; w?: number }[][] = [
@@ -100,7 +94,7 @@ export default function WelcomeGuide({ onComplete }: WelcomeGuideProps) {
     getSetting('shortcutHandsFree', 'AltRight').then((k) => {
       const key = k as string
       setHfKey(key)
-      setHfLabel(KEY_MAP[key] || key)
+      setHfLabel(getSingleKeyDisplay(key))
       hfKeyRef.current = key
     })
     const mode = getWorkMode()
@@ -118,7 +112,7 @@ export default function WelcomeGuide({ onComplete }: WelcomeGuideProps) {
     const pressedKeyCodeRef = { current: '' } // 当前按住的键
 
     const confirmKey = (code: string) => {
-      const label = KEY_MAP[code] || code
+      const label = getSingleKeyDisplay(code)
       // 保存到 ref，避免 state 更新触发 effect 重启
       hfKeyRef.current = code
       settingsDirtyRef.current = true
@@ -143,7 +137,7 @@ export default function WelcomeGuide({ onComplete }: WelcomeGuideProps) {
     const onDown = (e: KeyboardEvent) => {
       e.preventDefault()
       const code = e.code
-      if (KEY_MAP[code] && pressedKeyCodeRef.current !== code) {
+      if (isSingleKeySetting(code) && pressedKeyCodeRef.current !== code) {
         confirmKey(code)
       }
     }
@@ -165,7 +159,7 @@ export default function WelcomeGuide({ onComplete }: WelcomeGuideProps) {
     const unlistenPttDown = bridge.listen('ptt-down', (event: unknown) => {
       const payload = event as { payload?: { pttSetting?: string } }
       const setting = payload?.payload?.pttSetting
-      if (setting && KEY_MAP[setting] && pressedKeyCodeRef.current !== setting) {
+      if (setting && isSingleKeySetting(setting) && pressedKeyCodeRef.current !== setting) {
         confirmKey(setting)
       }
     })
@@ -189,6 +183,8 @@ export default function WelcomeGuide({ onComplete }: WelcomeGuideProps) {
         void (async () => {
           await setSetting('shortcutHandsFree', hfKeyRef.current)
           bridge.notifyShortcutsChanged()
+          // 同步刷新 webview 回退缓存，否则向导内（SayIt 窗口聚焦）测试时新键不生效
+          await refreshPTTSetting()
         })()
       }
     }
@@ -200,13 +196,14 @@ export default function WelcomeGuide({ onComplete }: WelcomeGuideProps) {
     const handler = (e: KeyboardEvent) => {
       e.preventDefault()
       const code = e.code
-      const label = KEY_MAP[code]
-      if (label) {
+      if (isSingleKeySetting(code)) {
         setHfKey(code)
-        setHfLabel(label)
+        setHfLabel(getSingleKeyDisplay(code))
         void (async () => {
           await setSetting('shortcutHandsFree', code)
           bridge.notifyShortcutsChanged()
+          // 同步刷新 webview 回退缓存，否则向导内测试时新键不生效
+          await refreshPTTSetting()
         })()
       }
       setListeningKey(false)
diff --git a/client/src/components/history/HistoryRecordList.tsx b/client/src/components/history/HistoryRecordList.tsx
index adba6cd..a0f0afc 100644
--- a/client/src/components/history/HistoryRecordList.tsx
+++ b/client/src/components/history/HistoryRecordList.tsx
@@ -147,6 +147,9 @@ function HistoryItem({
         setDuration(audio.duration)
         setAudioReady(true)
       }
+      // 原生 timeupdate 兜底：远程桌面 / 窗口失焦时 requestAnimationFrame 会被降频甚至暂停，
+      // 导致进度条卡住。timeupdate 是媒体事件，不受 rAF 节流影响，保证进度稳定推进。
+      audio.ontimeupdate = () => setCurrentTime(audio.currentTime)
       audio.onended = () => {
         setAudioPlaying(false)
         setCurrentTime(0)
@@ -288,7 +291,7 @@ function HistoryItem({
                     {record.asrProvider && (
                       <span className="text-xs">ASR: {ASR_PROVIDER_DISPLAY[record.asrProvider] || record.asrProvider}</span>
                     )}
-                    {record.aiProvider && record.aiProvider !== 'server' && record.llmText && record.llmText !== record.asrText && (
+                    {record.aiProvider && record.aiProvider !== 'server' && record.llmMs > 0 && (
                       <span className="text-xs">
                         AI: {record.aiProvider}{record.aiModel ? ` (${record.aiModel})` : ''}
                       </span>
diff --git a/client/src/components/ui/tooltip.tsx b/client/src/components/ui/tooltip.tsx
index 5d0a7e7..3871e07 100644
--- a/client/src/components/ui/tooltip.tsx
+++ b/client/src/components/ui/tooltip.tsx
@@ -6,9 +6,11 @@ interface TooltipProps {
   children: ReactNode
   className?: string
   forceVisible?: boolean
+  /** 'dark'（默认，短标签）| 'light'（浅色卡片，适合较长说明文字） */
+  variant?: 'dark' | 'light'
 }
 
-export function Tooltip({ content, children, className, forceVisible }: TooltipProps) {
+export function Tooltip({ content, children, className, forceVisible, variant = 'dark' }: TooltipProps) {
   const [hovered, setHovered] = useState(false)
   const [pos, setPos] = useState<{ top: number; left: number } | null>(null)
   const triggerRef = useRef<HTMLSpanElement>(null)
@@ -53,7 +55,11 @@ export function Tooltip({ content, children, className, forceVisible }: TooltipP
     ? createPortal(
         <div
           ref={tooltipRef}
-          className="pointer-events-none fixed z-[9999] rounded-md bg-foreground px-2.5 py-1.5 text-xs text-background shadow-lg"
+          className={
+            variant === 'light'
+              ? 'pointer-events-none fixed z-[9999] max-w-[600px] whitespace-pre-line rounded-lg border border-border bg-card px-3.5 py-2.5 text-left text-xs leading-relaxed text-muted-foreground shadow-lg'
+              : 'pointer-events-none fixed z-[9999] max-w-xs rounded-md bg-foreground px-2.5 py-1.5 text-xs leading-relaxed text-background shadow-lg'
+          }
           style={{
             top: pos ? `${pos.top}px` : '-9999px',
             left: pos ? `${pos.left}px` : '-9999px',
diff --git a/client/src/features/settings/AIInstructionsPage.tsx b/client/src/features/settings/AIInstructionsPage.tsx
index 67199c1..8946712 100644
--- a/client/src/features/settings/AIInstructionsPage.tsx
+++ b/client/src/features/settings/AIInstructionsPage.tsx
@@ -6,12 +6,16 @@ import {
 } from '@/services/personalization/store'
 import type { AppPromptRule } from '@/services/personalization/types'
 import { refreshPreset, refreshRecorderSettings } from '@/services/recorder'
+import * as bridge from '@/services/bridge'
+import { useActivePreset } from '@/hooks/useActivePreset'
+import { refreshActivePreset } from '@/stores/activePreset'
 import {
   deletePromptPreset,
-  getActivePresetId,
   getPromptPresets,
+  getPresetShortcuts,
   savePromptPreset,
   setActivePresetId,
+  setPresetShortcuts,
   type PromptPreset,
 } from '@/services/store'
 import AIProofreadToggle from './AIProofreadToggle'
@@ -20,20 +24,39 @@ import PromptPresetSection from './PromptPresetSection'
 
 export default function AIInstructionsPage() {
   const [presets, setPresets] = useState<PromptPreset[]>([])
-  const [activePresetId, setActiveId] = useState('intent')
+  const activePreset = useActivePreset()
+  const activePresetId = activePreset.id
   const [editingPreset, setEditingPreset] = useState<PromptPreset | null>(null)
   const [appPromptRules, setAppPromptRules] = useState<AppPromptRule[]>([])
+  const [presetShortcuts, setPresetShortcutsState] = useState<Record<string, string>>({})
 
   useEffect(() => {
     getPromptPresets().then(setPresets)
-    getActivePresetId().then(setActiveId)
     getAppPromptRules().then(setAppPromptRules)
+    getPresetShortcuts().then(setPresetShortcutsState)
+    void refreshActivePreset()
   }, [])
 
+  const handleSetPresetShortcut = async (presetId: string, accel: string) => {
+    const next: Record<string, string> = { ...presetShortcuts }
+    if (!accel) {
+      delete next[presetId]
+    } else {
+      // 保证组合键唯一：若其它预设已占用同一组合键，先清除，避免注册冲突
+      for (const key of Object.keys(next)) {
+        if (next[key] === accel) delete next[key]
+      }
+      next[presetId] = accel
+    }
+    setPresetShortcutsState(next)
+    await setPresetShortcuts(next)
+    bridge.notifyShortcutsChanged()
+  }
+
   const handleSelectPreset = async (id: string) => {
-    setActiveId(id)
     await setActivePresetId(id)
     await refreshPreset()
+    await refreshActivePreset()
   }
 
   const handleSavePreset = async (preset: PromptPreset) => {
@@ -43,14 +66,25 @@ export default function AIInstructionsPage() {
     if (preset.id === activePresetId) {
       await refreshPreset()
     }
+    // 名称可能已修改，刷新当前预设状态（标题栏/高亮）
+    await refreshActivePreset()
   }
 
   const handleDeletePreset = async (id: string) => {
     await deletePromptPreset(id)
     setPresets(await getPromptPresets())
+    // 清除该预设的快捷键映射，避免残留注册
+    if (presetShortcuts[id]) {
+      const next = { ...presetShortcuts }
+      delete next[id]
+      setPresetShortcutsState(next)
+      await setPresetShortcuts(next)
+      bridge.notifyShortcutsChanged()
+    }
     if (id === activePresetId) {
-      setActiveId('intent')
+      await setActivePresetId('intent')
       await refreshPreset()
+      await refreshActivePreset()
     }
   }
 
@@ -96,6 +130,7 @@ export default function AIInstructionsPage() {
           presets={presets}
           activePresetId={activePresetId}
           editingPreset={editingPreset}
+          presetShortcuts={presetShortcuts}
           onSelectPreset={handleSelectPreset}
           onStartNewPreset={handleNewPreset}
           onStartEditing={setEditingPreset}
@@ -103,6 +138,7 @@ export default function AIInstructionsPage() {
           onCancelEditing={() => setEditingPreset(null)}
           onSavePreset={handleSavePreset}
           onDeletePreset={handleDeletePreset}
+          onSetPresetShortcut={handleSetPresetShortcut}
         />
 
         <AppPromptRulesSection
diff --git a/client/src/features/settings/AIProviderSection.tsx b/client/src/features/settings/AIProviderSection.tsx
index 315e4dd..f8e4dc3 100644
--- a/client/src/features/settings/AIProviderSection.tsx
+++ b/client/src/features/settings/AIProviderSection.tsx
@@ -16,6 +16,7 @@ const AI_PROVIDERS = [
   { value: 'deepseek', label: 'DeepSeek', urlPlaceholder: 'https://api.deepseek.com', modelPlaceholder: 'deepseek-v4-flash' },
   { value: 'doubao', label: '豆包（火山方舟）', urlPlaceholder: 'https://ark.cn-beijing.volces.com/api/v3', modelPlaceholder: 'doubao-seed-2-0-lite-260215' },
   { value: 'qwen', label: '通义千问', urlPlaceholder: 'https://dashscope.aliyuncs.com/compatible-mode', modelPlaceholder: 'qwen-plus' },
+  { value: 'mimo', label: '小米 MiMo', urlPlaceholder: 'https://api.xiaomimimo.com/v1', modelPlaceholder: 'mimo-v2.5-pro' },
   { value: 'ollama', label: 'Ollama', urlPlaceholder: 'http://127.0.0.1:11434', modelPlaceholder: 'qwen2.5:7b' },
 ]
 
@@ -103,12 +104,19 @@ export default function AIProviderSection() {
   const DEFAULT_MODELS: Record<string, string> = {
     deepseek: 'deepseek-v4-flash',
     qwen: 'qwen3.6-flash',
+    mimo: 'mimo-v2.5',
+  }
+
+  // 部分供应商首次使用时种入多个可选模型（默认选第一个）
+  const DEFAULT_MODEL_LISTS: Record<string, string[]> = {
+    mimo: ['mimo-v2.5', 'mimo-v2.5-pro'],
   }
 
   // 每个供应商的默认 API 地址（新用户首次使用时自动填充）
   const DEFAULT_URLS: Record<string, string> = {
     deepseek: 'https://api.deepseek.com',
     qwen: 'https://dashscope.aliyuncs.com/compatible-mode',
+    mimo: 'https://api.xiaomimimo.com/v1',
   }
 
   // 加载指定供应商的配置
@@ -123,11 +131,17 @@ export default function AIProviderSection() {
     if (!url && defaultUrl) {
       url = defaultUrl
     }
-    // 新用户首次使用：如果没有任何模型配置，自动填充默认模型
-    const defaultModel = DEFAULT_MODELS[provider]
-    if (!model && models.length === 0 && defaultModel) {
-      model = defaultModel
-      models = [defaultModel]
+    // 新用户首次使用：如果没有任何模型配置，自动填充默认模型（支持多个）
+    if (!model && models.length === 0) {
+      const defaultList = DEFAULT_MODEL_LISTS[provider]
+      const defaultModel = DEFAULT_MODELS[provider]
+      if (defaultList && defaultList.length > 0) {
+        models = [...defaultList]
+        model = defaultList[0]
+      } else if (defaultModel) {
+        model = defaultModel
+        models = [defaultModel]
+      }
     }
     // 兼容旧数据：如果有 model 但不在 models 列表里，加进去
     if (model && !models.includes(model)) {
@@ -138,6 +152,7 @@ export default function AIProviderSection() {
     setAiModel(model)
     setAiModels(models)
     setNewModelInput('')
+    return { url, key, model }
   }
 
   async function loadSettings() {
@@ -148,8 +163,16 @@ export default function AIProviderSection() {
   function handleProviderChange(newProvider: string) {
     setAiProvider(newProvider)
     setAiMessage('')
-    void setSetting('cloudAi.provider', newProvider)
-    void loadProviderConfig(newProvider)
+    void (async () => {
+      const cfg = await loadProviderConfig(newProvider)
+      // 立即同步全局 active 配置（provider + 地址/Key/模型），
+      // 否则切换供应商但未点保存时，实际仍会用上一个供应商的地址与模型
+      // （典型现象：切到豆包却显示/调用 deepseek-v4-flash）
+      await setSetting('cloudAi.provider', newProvider)
+      await setSetting('cloudAi.apiUrl', cfg.url)
+      await setSetting('cloudAi.apiKey', cfg.key)
+      await setSetting('cloudAi.model', cfg.model)
+    })()
   }
 
   // 如果输入框有内容，自动添加到模型列表并选中
@@ -208,6 +231,13 @@ export default function AIProviderSection() {
 
   function handleSelectModel(name: string) {
     setAiModel(name)
+    // 点击模型标签立即持久化（该供应商 + 全局），无需再点保存，
+    // 否则运行时与历史记录仍会用上一次保存的模型。
+    void (async () => {
+      await setSetting(aiSettingKey(aiProvider, 'model'), name)
+      await setSetting('cloudAi.provider', aiProvider)
+      await setSetting('cloudAi.model', name)
+    })()
   }
 
   async function testConnection() {
diff --git a/client/src/features/settings/AsrTestSection.tsx b/client/src/features/settings/AsrTestSection.tsx
index 283ed72..47f8bbd 100644
--- a/client/src/features/settings/AsrTestSection.tsx
+++ b/client/src/features/settings/AsrTestSection.tsx
@@ -110,6 +110,7 @@ export default function AsrTestSection({ workMode }: { workMode: WorkMode }) {
         const ASR_MODEL_ID_MAP: Record<string, string> = {
           doubao_v2: 'Doubao-Seed-ASR-2.0',
           qwen: 'qwen3-asr-flash',
+          mimo: 'mimo-v2.5-asr',
           qwen_omni_35_plus: 'qwen3.5-omni-plus-realtime',
           qwen_omni_35_flash: 'qwen3.5-omni-flash-realtime',
           qwen_omni_flash: 'qwen3-omni-flash-realtime',
diff --git a/client/src/features/settings/CloudAPISection.tsx b/client/src/features/settings/CloudAPISection.tsx
index 74f6f16..8792bdf 100644
--- a/client/src/features/settings/CloudAPISection.tsx
+++ b/client/src/features/settings/CloudAPISection.tsx
@@ -15,6 +15,7 @@ const ASR_PROVIDERS = [
   { value: 'qwen_realtime', label: '千问 ASR 流式（qwen3-asr-flash-realtime）' },
   { value: 'qwen_omni_35_plus', label: '千问 3.5 Omni Plus（qwen3.5-omni-plus，ASR+AI）' },
   { value: 'qwen_omni_35_flash', label: '千问 3.5 Omni Flash（qwen3.5-omni-flash，ASR+AI）' },
+  { value: 'mimo', label: '小米 MiMo（mimo-v2.5-asr）' },
 ]
 
 interface TestResult {
@@ -72,6 +73,7 @@ const OMNI_PROMPT_PRESETS = [
 // 供应商按平台分组，同平台共享 API Key
 function asrKeyGroup(provider: string): string {
   if (provider === 'doubao_v2' || provider === 'doubao') return 'doubao'
+  if (provider === 'mimo') return 'mimo' // 小米 MiMo 用独立 api-key
   return 'qwen' // qwen, qwen_omni_flash, qwen_omni_plus 都用百炼 key
 }
 
@@ -87,6 +89,8 @@ function checkAsrKeyFormat(provider: string, key: string): string {
     if (k.length !== 32) {
       return `豆包 Access Token 通常为 32 位（当前 ${k.length} 位），请确认是否正确`
     }
+  } else if (provider === 'mimo') {
+    // 小米 MiMo API Key 无公开固定格式约定，不做格式校验
   } else {
     // 百炼平台 API Key：通常以 sk- 开头
     if (!/^sk-/.test(k)) {
@@ -118,20 +122,11 @@ export default function CloudAPISection() {
   const [asrMessage, setAsrMessage] = useState('')
   const [omniSystemPrompt, setOmniSystemPrompt] = useState(DEFAULT_OMNI_PROMPT)
 
-  // 加载指定平台的 ASR key
+  // 加载指定平台的 ASR key（每个供应商分组独立，不回退到全局，避免带入其它供应商的 key）
   async function loadAsrKeys(provider: string) {
     const group = asrKeyGroup(provider)
-    // 先尝试读分组 key，fallback 到旧的全局 key（向后兼容）
-    const groupKey = await getSetting(`cloudAsr.${group}.apiKey`, '') as string
-    const groupAppId = await getSetting(`cloudAsr.${group}.appId`, '') as string
-    if (groupKey) {
-      setAsrApiKey(groupKey)
-      setAsrAppId(groupAppId)
-    } else {
-      // 向后兼容：读旧的全局 key
-      setAsrApiKey(await getSetting('cloudAsr.apiKey', '') as string)
-      setAsrAppId(await getSetting('cloudAsr.appId', '') as string)
-    }
+    setAsrApiKey(await getSetting(`cloudAsr.${group}.apiKey`, '') as string)
+    setAsrAppId(await getSetting(`cloudAsr.${group}.appId`, '') as string)
   }
 
   useEffect(() => {
@@ -141,6 +136,16 @@ export default function CloudAPISection() {
   async function loadSettings() {
     const provider = await getSetting('cloudAsr.provider', 'doubao_v2') as string
     setAsrProvider(provider)
+    // 一次性迁移：老版本只有全局 key，迁到「当前供应商」的分组，升级后不丢 key，也不污染其它供应商
+    const group = asrKeyGroup(provider)
+    const existingGroupKey = await getSetting(`cloudAsr.${group}.apiKey`, '') as string
+    if (!existingGroupKey) {
+      const legacyKey = await getSetting('cloudAsr.apiKey', '') as string
+      if (legacyKey) {
+        await setSetting(`cloudAsr.${group}.apiKey`, legacyKey)
+        await setSetting(`cloudAsr.${group}.appId`, await getSetting('cloudAsr.appId', '') as string)
+      }
+    }
     await loadAsrKeys(provider)
     setOmniSystemPrompt(await getSetting('cloudAsr.omniSystemPrompt', DEFAULT_OMNI_PROMPT) as string)
   }
@@ -154,18 +159,12 @@ export default function CloudAPISection() {
       const group = asrKeyGroup(newProvider)
       const groupKey = await getSetting(`cloudAsr.${group}.apiKey`, '') as string
       const groupAppId = await getSetting(`cloudAsr.${group}.appId`, '') as string
-      if (groupKey) {
-        setAsrApiKey(groupKey)
-        setAsrAppId(groupAppId)
-        // 自动同步到全局 key，这样 CloudAPIProvider 能读到
-        await setSetting('cloudAsr.apiKey', groupKey)
-        await setSetting('cloudAsr.appId', groupAppId)
-      } else {
-        const globalKey = await getSetting('cloudAsr.apiKey', '') as string
-        const globalAppId = await getSetting('cloudAsr.appId', '') as string
-        setAsrApiKey(globalKey)
-        setAsrAppId(globalAppId)
-      }
+      // 只显示该供应商自己的 key（未配置则为空），并同步到全局供运行时读取，
+      // 空也要写空，避免把上一个供应商的 key 带过来。
+      setAsrApiKey(groupKey)
+      setAsrAppId(groupAppId)
+      await setSetting('cloudAsr.apiKey', groupKey)
+      await setSetting('cloudAsr.appId', groupAppId)
     })()
   }
 
@@ -226,8 +225,8 @@ export default function CloudAPISection() {
                 ))}
               </select>
             </div>
-            {/* 豆包：App ID 在 API Key 前面 */}
-            {asrProvider !== 'qwen' && !asrProvider.startsWith('qwen_omni') && (
+            {/* 豆包：App ID 在 API Key 前面（千问/Omni/MiMo 不需要 App ID） */}
+            {asrProvider !== 'qwen' && asrProvider !== 'mimo' && !asrProvider.startsWith('qwen_omni') && (
             <div>
               <label className="mb-1 block text-sm text-muted-foreground">App ID</label>
               <input
@@ -253,7 +252,7 @@ export default function CloudAPISection() {
                   <PasswordInput
                     value={asrApiKey}
                     onChange={setAsrApiKey}
-                    placeholder={asrProvider === 'doubao_v2' ? '输入火山引擎 Access Token' : '输入百炼平台 API Key'}
+                    placeholder={asrProvider === 'doubao_v2' ? '输入火山引擎 Access Token' : asrProvider === 'mimo' ? '输入小米 MiMo API Key' : '输入百炼平台 API Key'}
                     className={inputClass}
                   />
                 </div>
diff --git a/client/src/features/settings/GeneralSettingsPage.tsx b/client/src/features/settings/GeneralSettingsPage.tsx
index 876b867..b552cbf 100644
--- a/client/src/features/settings/GeneralSettingsPage.tsx
+++ b/client/src/features/settings/GeneralSettingsPage.tsx
@@ -27,6 +27,7 @@ export default function GeneralSettingsPage() {
   const [testing, setTesting] = useState(false)
   const [volumeLevel, setVolumeLevel] = useState<MicVolumeLevel>('idle')
   const [micError, setMicError] = useState('')
+  const [muteSystemAudio, setMuteSystemAudio] = useState(false)
   const [pttKey, setPttKey] = useState('AltLeft')
   const [handsFreeKey, setHandsFreeKey] = useState('Alt+L')
   const [audioRetentionEnabled, setAudioRetentionEnabled] = useState(true)
@@ -41,6 +42,7 @@ export default function GeneralSettingsPage() {
     bridge.getAutoLaunch().then(setAutoLaunch)
     getSetting('autoCheckUpdate', true).then((value) => setAutoCheckUpdate(Boolean(value)))
     getSetting('selectedMic', '').then(setSelectedMic)
+    getSetting('muteSystemAudioWhileRecording', false).then((value) => setMuteSystemAudio(Boolean(value)))
     getSetting('shortcutPTT', 'AltRight').then((value) => setPttKey(value as string))
     getSetting('shortcutHandsFree', 'Alt+L').then((value) => setHandsFreeKey(value as string))
     getSetting('audioRetentionEnabled', true).then((value) => setAudioRetentionEnabled(Boolean(value)))
@@ -59,6 +61,7 @@ export default function GeneralSettingsPage() {
   const toggleAutoLaunch = async () => { const next = !autoLaunch; setAutoLaunch(next); await bridge.setAutoLaunch(next) }
   const toggleAutoCheckUpdate = async () => { const next = !autoCheckUpdate; setAutoCheckUpdate(next); await setSetting('autoCheckUpdate', next) }
   const handleMicChange = async (deviceId: string) => { setSelectedMic(deviceId); await setSetting('selectedMic', deviceId); await refreshRecorderSettings() }
+  const toggleMuteSystemAudio = async () => { const next = !muteSystemAudio; setMuteSystemAudio(next); await setSetting('muteSystemAudioWhileRecording', next); await refreshRecorderSettings() }
   const toggleAudioRetention = async () => { const next = !audioRetentionEnabled; setAudioRetentionEnabled(next); await setSetting('audioRetentionEnabled', next) }
   const toggleReadySound = async () => { const next = !readySoundEnabled; setReadySoundEnabled(next); await setSetting('readySoundEnabled', next); await refreshRecorderSettings() }
   const handleAudioRetentionDaysChange = async (value: number) => { setAudioRetentionDays(value); await setSetting('audioRetentionDays', value) }
@@ -161,7 +164,7 @@ export default function GeneralSettingsPage() {
         </Card>
 
         <Card>
-          <CardContent className="p-6">
+          <CardContent className="space-y-4 p-6">
             <div className="flex items-center justify-between">
               <div>
                 <p className="text-sm font-medium">录音就绪提示音</p>
@@ -169,6 +172,13 @@ export default function GeneralSettingsPage() {
               </div>
               <Switch checked={readySoundEnabled} onChange={() => void toggleReadySound()} />
             </div>
+            <div className="flex items-center justify-between border-t border-border pt-4">
+              <div>
+                <p className="text-sm font-medium">录音时静音系统声音</p>
+                <p className="text-xs text-muted-foreground">按住说话期间临时静音外放，避免被麦克风录入</p>
+              </div>
+              <Switch checked={muteSystemAudio} onChange={() => void toggleMuteSystemAudio()} />
+            </div>
           </CardContent>
         </Card>
 
diff --git a/client/src/features/settings/LocalModeSection.tsx b/client/src/features/settings/LocalModeSection.tsx
index 5957fde..94e88a4 100644
--- a/client/src/features/settings/LocalModeSection.tsx
+++ b/client/src/features/settings/LocalModeSection.tsx
@@ -3,7 +3,7 @@
 import { useEffect, useState } from 'react'
 import { invoke } from '@tauri-apps/api/core'
 import { listen } from '@tauri-apps/api/event'
-import { FolderOpen, Copy, Check } from 'lucide-react'
+import { FolderOpen, Copy, Check, Zap, CheckCircle2, X, type LucideIcon } from 'lucide-react'
 import { Card, CardContent } from '@/components/ui/card'
 import { Button } from '@/components/ui/button'
 import { Tooltip } from '@/components/ui/tooltip'
@@ -29,6 +29,10 @@ interface ModelInfo {
   total_size_bytes: number
   languages: string[]
   sources: DownloadSource[]
+  archive_url?: string
+  speed?: number
+  accuracy?: number
+  recommended?: boolean
 }
 
 interface LocalModelInfo {
@@ -58,6 +62,23 @@ function formatSize(bytes: number): string {
   return `${(bytes / 1024 / 1024 / 1024).toFixed(1)} GB`
 }
 
+/** 速度/准确度评级：10 分制进度条（图标 + 单色 + 小数分数） */
+function Rating({ icon: Icon, label, value }: { icon: LucideIcon; label: string; value: number }) {
+  const pct = Math.max(0, Math.min(100, (value / 10) * 100))
+  return (
+    <div className="flex items-center gap-1.5">
+      <Icon className="h-3.5 w-3.5 shrink-0 text-muted-foreground" />
+      <span className="shrink-0 text-[11px] text-muted-foreground">{label}</span>
+      <div className="h-1.5 w-16 shrink-0 overflow-hidden rounded-full bg-muted">
+        <div className="h-full rounded-full bg-foreground/60 transition-all" style={{ width: `${pct}%` }} />
+      </div>
+      <span className="shrink-0 text-[11px] font-medium tabular-nums text-foreground/80">
+        {value.toFixed(1)}
+      </span>
+    </div>
+  )
+}
+
 function CopyLink({ url, label }: { url: string; label: string }) {
   const [copied, setCopied] = useState(false)
   return (
@@ -89,7 +110,15 @@ function OfflineGuideDialog({ models, onClose }: { models: ModelInfo[]; onClose:
 
   return (
     <div className="fixed inset-0 z-50 flex items-center justify-center bg-black/40" onClick={onClose}>
-      <div className="w-[520px] max-h-[80vh] overflow-y-auto rounded-xl border bg-card p-6 shadow-xl" onClick={(e) => e.stopPropagation()}>
+      <div className="relative w-[520px] max-h-[80vh] overflow-y-auto rounded-xl border bg-card p-6 shadow-xl" onClick={(e) => e.stopPropagation()}>
+        <button
+          type="button"
+          onClick={onClose}
+          aria-label="关闭"
+          className="absolute right-3 top-3 rounded-md p-1 text-muted-foreground/60 transition-colors hover:bg-accent hover:text-foreground"
+        >
+          <X className="h-4 w-4" />
+        </button>
         <h3 className="text-base font-semibold">离线下载指引</h3>
         <p className="mt-2 text-xs leading-relaxed text-muted-foreground">
           从下方复制链接，在浏览器中下载文件，然后放到对应的模型文件夹中。
@@ -122,8 +151,16 @@ function OfflineGuideDialog({ models, onClose }: { models: ModelInfo[]; onClose:
         {/* 模型文件链接 */}
         <div className="mt-4 space-y-4">
           {models.map((model) => {
-            const source = model.sources[selectedSource]
-            if (!source) return null
+            // 某模型没有当前标签对应的源时，回退到它的第一个源（如 Qwen3 仅 ModelScope）
+            const source = model.sources[selectedSource] ?? model.sources[0]
+            const isArchive = !source && !!model.archive_url
+            if (!source && !isArchive) return null
+            // GitHub 地址用国内代理加速手动下载
+            const archiveUrl = model.archive_url
+              ? (model.archive_url.startsWith('https://github.com/')
+                  ? `https://gh-proxy.com/${model.archive_url}`
+                  : model.archive_url)
+              : ''
             return (
               <div key={model.id}>
                 <div className="mb-2 flex items-center gap-2">
@@ -140,18 +177,24 @@ function OfflineGuideDialog({ models, onClose }: { models: ModelInfo[]; onClose:
                   </Tooltip>
                 </div>
                 <div className="space-y-1.5">
-                  {source.files.map((file) => (
-                    <CopyLink key={file.name} url={file.url} label={file.name} />
-                  ))}
+                  {source ? (
+                    source.files.map((file) => (
+                      <CopyLink key={file.name} url={file.url} label={file.name} />
+                    ))
+                  ) : (
+                    <>
+                      <p className="text-[11px] leading-relaxed text-muted-foreground">
+                        压缩包，下载后解压到上面的模型文件夹（解压出 .onnx 等文件直接放入该目录即可）。
+                      </p>
+                      <CopyLink url={archiveUrl} label="模型压缩包 (.tar.bz2)" />
+                    </>
+                  )}
                 </div>
               </div>
             )
           })}
         </div>
 
-        <div className="mt-5 flex justify-end">
-          <Button size="sm" variant="outline" onClick={onClose}>关闭</Button>
-        </div>
       </div>
     </div>
   )
@@ -164,9 +207,9 @@ function OfflineGuide({ models }: { models: ModelInfo[] }) {
       <button
         type="button"
         onClick={() => setOpen(true)}
-        className="mt-3 text-xs text-muted-foreground transition-colors hover:text-foreground"
+        className="mt-3 text-xs text-muted-foreground underline decoration-muted-foreground/40 underline-offset-2 transition-colors hover:text-foreground hover:decoration-foreground/60"
       >
-        无法在线下载？查看离线下载指引
+        下载太慢或失败？查看手动下载指引
       </button>
       {open && <OfflineGuideDialog models={models} onClose={() => setOpen(false)} />}
     </>
@@ -361,6 +404,9 @@ export default function LocalModeSection() {
                   <div className="flex-1">
                     <div className="flex items-center gap-2">
                       <span className="text-sm font-medium">{model.name}</span>
+                      {model.recommended && (
+                        <span className="rounded-full bg-primary/10 px-2 py-0.5 text-xs font-medium text-primary">推荐</span>
+                      )}
                       <span className="text-xs text-muted-foreground">
                         {model.total_size_bytes > 0 ? formatSize(model.total_size_bytes) : ''}
                       </span>
@@ -369,6 +415,12 @@ export default function LocalModeSection() {
                       )}
                     </div>
                     <p className="mt-0.5 text-xs text-muted-foreground">{model.description}</p>
+                    {(model.speed || model.accuracy) && (
+                      <div className="mt-2 flex flex-wrap items-center gap-x-5 gap-y-1.5">
+                        {model.speed ? <Rating icon={Zap} label="速度" value={model.speed} /> : null}
+                        {model.accuracy ? <Rating icon={CheckCircle2} label="准确度" value={model.accuracy} /> : null}
+                      </div>
+                    )}
                     {isDownloading && progress && (
                       <div className="mt-2">
                         <div className="h-1.5 w-full overflow-hidden rounded-full bg-muted">
diff --git a/client/src/features/settings/PromptPresetSection.tsx b/client/src/features/settings/PromptPresetSection.tsx
index 1e01d18..20830a1 100644
--- a/client/src/features/settings/PromptPresetSection.tsx
+++ b/client/src/features/settings/PromptPresetSection.tsx
@@ -1,11 +1,14 @@
 import { Pencil, Plus, Trash2 } from 'lucide-react'
 import { Card, CardContent } from '@/components/ui/card'
 import { BUILTIN_PRESETS, type PromptPreset } from '@/services/store'
+import { ComboShortcutInput } from './ShortcutInputs'
+import { displayAccelerator } from './utils'
 
 export default function PromptPresetSection({
   presets,
   activePresetId,
   editingPreset,
+  presetShortcuts,
   onSelectPreset,
   onStartNewPreset,
   onStartEditing,
@@ -13,10 +16,12 @@ export default function PromptPresetSection({
   onCancelEditing,
   onSavePreset,
   onDeletePreset,
+  onSetPresetShortcut,
 }: {
   presets: PromptPreset[]
   activePresetId: string
   editingPreset: PromptPreset | null
+  presetShortcuts: Record<string, string>
   onSelectPreset: (id: string) => void
   onStartNewPreset: () => void
   onStartEditing: (preset: PromptPreset) => void
@@ -24,6 +29,7 @@ export default function PromptPresetSection({
   onCancelEditing: () => void
   onSavePreset: (preset: PromptPreset) => void
   onDeletePreset: (id: string) => void
+  onSetPresetShortcut: (presetId: string, accelerator: string) => void
 }) {
   return (
     <Card>
@@ -68,6 +74,11 @@ export default function PromptPresetSection({
                       {preset.builtin && (
                         <span className="rounded border px-1 text-xs text-muted-foreground">内置</span>
                       )}
+                      {presetShortcuts[preset.id] && (
+                        <span className="rounded border border-primary/30 bg-primary/5 px-1.5 text-xs text-muted-foreground">
+                          {displayAccelerator(presetShortcuts[preset.id]).join('+')}
+                        </span>
+                      )}
                     </div>
                     <p className="truncate text-xs text-muted-foreground">{preset.systemPrompt.slice(0, 60)}...</p>
                   </div>
@@ -130,6 +141,16 @@ export default function PromptPresetSection({
               />
             </div>
 
+            <div className="border-t border-border/60 pt-3">
+              <ComboShortcutInput
+                value={presetShortcuts[editingPreset.id] || ''}
+                onChange={(accel) => onSetPresetShortcut(editingPreset.id, accel)}
+                label="快捷键（可选）"
+                description="设置组合键随时切换到此模式，如 Alt+1、Alt+2（需含修饰键）"
+                comboOnly
+              />
+            </div>
+
             <div className="flex justify-end gap-2">
               {editingPreset.builtin && (
                 <button
diff --git a/client/src/features/settings/ServerSection.tsx b/client/src/features/settings/ServerSection.tsx
index 3ebaf92..8ff4aa3 100644
--- a/client/src/features/settings/ServerSection.tsx
+++ b/client/src/features/settings/ServerSection.tsx
@@ -1,8 +1,10 @@
 // 服务器模式配置 — 服务地址 + 连接状态
 
 import { useEffect, useState } from 'react'
+import { Info } from 'lucide-react'
 import { Button } from '@/components/ui/button'
 import { Card, CardContent } from '@/components/ui/card'
+import { Tooltip } from '@/components/ui/tooltip'
 import {
   getBackendBaseUrl,
   getDefaultBackendBaseUrl,
@@ -58,17 +60,19 @@ export default function ServerSection() {
       setServiceSaving(true)
       const next = await persistBackendBaseUrl(normalized)
       setBackendBaseUrl(next)
+      // 地址已变更：无论下方健康检查成功与否，都按新地址强制重连，
+      // 让左下角连接状态反映新配置（改成错误地址后应显示未连接，而非仍旧"已连接"）
+      reconnectProvider()
     } catch (error) {
       setServiceMessage(`保存失败：${String(error)}`); setServiceSaving(false); return
     }
 
-    // 再测试
+    // 再测试（仅用于给出提示文案，实际连接状态由上面的重连驱动）
     try {
       const response = await fetch(`${normalized}/healthz`, { cache: 'no-store' })
       if (!response.ok) throw new Error(`HTTP ${response.status}`)
       const payload = await response.json() as { status?: string; asr?: boolean; llm?: boolean }
       setServiceMessage(`已保存，连接成功：ASR=${payload.asr ? 'on' : 'off'}，LLM=${payload.llm ? 'on' : 'off'}`)
-      reconnectProvider()
     } catch (error) {
       setServiceMessage(`已保存，但连接失败：${String(error)}`)
     } finally {
@@ -83,8 +87,14 @@ export default function ServerSection() {
         <div className="flex items-start justify-between gap-4">
           <div>
             <h2 className="text-lg font-semibold">服务地址</h2>
-            <p className="mt-1 text-sm text-muted-foreground">
+            <p className="mt-1 flex items-center gap-1 text-sm text-muted-foreground">
               输入你部署的 SayIt 服务器地址，保存后客户端会自动连接。
+              <Tooltip
+                variant="light"
+                content={'默认地址 sayitapp.site 是作者提供的免费体验服务器，已内置语音识别与 AI 功能，方便快速试用。\n由于服务器运行存在成本，服务不保证长期稳定可用。\n如需稳定使用，建议使用本地识别、接入豆包 API，或自行部署后端服务。'}
+              >
+                <Info className="h-3.5 w-3.5 shrink-0 cursor-help text-muted-foreground/70 transition-colors hover:text-foreground" />
+              </Tooltip>
             </p>
           </div>
         </div>
diff --git a/client/src/features/settings/ShortcutInputs.tsx b/client/src/features/settings/ShortcutInputs.tsx
index 25215cd..3de8c13 100644
--- a/client/src/features/settings/ShortcutInputs.tsx
+++ b/client/src/features/settings/ShortcutInputs.tsx
@@ -1,5 +1,5 @@
 import * as bridge from '@/services/bridge'
-import { useCallback, useEffect, useState } from 'react'
+import { useCallback, useEffect, useRef, useState } from 'react'
 import { X } from 'lucide-react'
 import {
   displayAccelerator,
@@ -82,50 +82,68 @@ export function ComboShortcutInput({
   onChange,
   label,
   description,
+  comboOnly = false,
 }: {
   value: string
   onChange: (value: string) => void
   label: string
   description: string
+  /** 仅接受"修饰键+主键"的组合键，拒绝单键/单修饰键（用于预设切换快捷键）。 */
+  comboOnly?: boolean
 }) {
   const [recording, setRecording] = useState(false)
   const [tempValue, setTempValue] = useState('')
+  const [conflict, setConflict] = useState(false)
+  // 一次录制只提交/探测一次：松开组合键会产生多个 keyup，
+  // 若不加守卫会对同一组合键重复调用 test_shortcut，第二次因“自己刚注册”而误报冲突。
+  const committingRef = useRef(false)
 
   const handleKeyDown = useCallback((event: KeyboardEvent) => {
     event.preventDefault()
     event.stopPropagation()
 
-    // 优先检查是否为单键（和 PTT 一样的单键列表）
-    const singleKey = resolveSingleKeyShortcut(event.code)
-    if (singleKey) {
-      setTempValue(singleKey)
-      return
+    // 非 comboOnly：优先接受单键（如免提用右 Alt）
+    if (!comboOnly) {
+      const singleKey = resolveSingleKeyShortcut(event.code)
+      if (singleKey) {
+        setTempValue(singleKey)
+        return
+      }
     }
 
-    // 否则尝试组合键
+    // 组合键：仅当"修饰键 + 主键"时 eventToAccelerator 才返回值；
+    // 单独按修饰键（Ctrl/Alt/Shift）返回 null，不会被误提交。
     const accelerator = eventToAccelerator(event)
     if (accelerator) setTempValue(accelerator)
-  }, [])
+  }, [comboOnly])
 
   const handleKeyUp = useCallback(() => {
-    if (!tempValue) return
+    if (!tempValue || committingRef.current) return
 
-    // 如果是单键，直接保存
+    // 如果是单键：comboOnly 模式拒绝，非 comboOnly 直接保存
     const isSingle = resolveSingleKeyShortcut(tempValue) !== undefined
     if (isSingle) {
+      if (comboOnly) return
+      committingRef.current = true
       onChange(tempValue)
       setRecording(false)
       setTempValue('')
       return
     }
 
-    // 组合键需要验证
+    // 组合键需要验证（探测是否被其他程序占用）。加守卫避免多次 keyup 重复探测。
+    committingRef.current = true
     bridge.testShortcut(tempValue).then((valid) => {
-      if (valid) onChange(tempValue)
+      if (valid) {
+        onChange(tempValue)
+        setConflict(false)
+      } else {
+        setConflict(true)
+      }
       setRecording(false)
       setTempValue('')
     })
-  }, [tempValue, onChange])
+  }, [tempValue, onChange, comboOnly])
 
   useEffect(() => {
     if (!recording) return
@@ -146,7 +164,8 @@ export function ComboShortcutInput({
     : displayAccelerator(displayValue)
 
   return (
-    <div className="flex items-center justify-between gap-4">
+    <div>
+      <div className="flex items-center justify-between gap-4">
       <div>
         <p className="text-sm font-medium">{label}</p>
         <p className="text-xs text-muted-foreground">{description}</p>
@@ -154,8 +173,10 @@ export function ComboShortcutInput({
       <div className="flex items-center gap-2">
         <button
           onClick={() => {
+            committingRef.current = false
             setRecording(!recording)
             setTempValue('')
+            setConflict(false)
           }}
           className={`flex items-center gap-1 rounded-md border px-2 py-1.5 text-sm transition-colors ${
             recording
@@ -185,6 +206,10 @@ export function ComboShortcutInput({
           </button>
         )}
       </div>
+      </div>
+      {conflict && (
+        <p className="mt-1.5 text-xs text-destructive">该组合键可能已被其他程序占用，请更换后重试</p>
+      )}
     </div>
   )
 }
diff --git a/client/src/features/settings/utils.ts b/client/src/features/settings/utils.ts
index f7dd345..38930f4 100644
--- a/client/src/features/settings/utils.ts
+++ b/client/src/features/settings/utils.ts
@@ -1,63 +1,12 @@
 export type OverlayWaveTheme = 'black-white' | 'black-blue' | 'black-rainbow'
 
-const SINGLE_KEY_MAP: Record<string, string> = {
-  AltLeft: 'AltLeft',
-  AltRight: 'AltRight',
-  ControlLeft: 'ControlLeft',
-  ControlRight: 'ControlRight',
-  ShiftLeft: 'ShiftLeft',
-  ShiftRight: 'ShiftRight',
-  F1: 'F1',
-  F2: 'F2',
-  F3: 'F3',
-  F4: 'F4',
-  F5: 'F5',
-  F6: 'F6',
-  F7: 'F7',
-  F8: 'F8',
-  F9: 'F9',
-  F10: 'F10',
-  F11: 'F11',
-  F12: 'F12',
-  CapsLock: 'CapsLock',
-  Space: 'Space',
-}
-
-const SINGLE_KEY_DISPLAY: Record<string, string> = {
-  AltLeft: '左 Alt',
-  AltRight: '右 Alt',
-  ControlLeft: '左 Ctrl',
-  ControlRight: '右 Ctrl',
-  ShiftLeft: '左 Shift',
-  ShiftRight: '右 Shift',
-  F1: 'F1',
-  F2: 'F2',
-  F3: 'F3',
-  F4: 'F4',
-  F5: 'F5',
-  F6: 'F6',
-  F7: 'F7',
-  F8: 'F8',
-  F9: 'F9',
-  F10: 'F10',
-  F11: 'F11',
-  F12: 'F12',
-  CapsLock: 'CapsLock',
-  Space: '空格',
-}
+// 单键映射已收敛到 @/lib/shortcutKeys（单一数据源），这里透传导出以保持既有引用不变。
+export { resolveSingleKeyShortcut, getSingleKeyDisplay } from '@/lib/shortcutKeys'
 
 export function cleanMicLabel(label: string): string {
   return label.replace(/\s*\([0-9a-f]{4}:[0-9a-f]{4}\)\s*$/i, '').trim()
 }
 
-export function resolveSingleKeyShortcut(code: string): string | undefined {
-  return SINGLE_KEY_MAP[code]
-}
-
-export function getSingleKeyDisplay(value: string): string {
-  return SINGLE_KEY_DISPLAY[value] || value
-}
-
 export function eventToAccelerator(event: KeyboardEvent): string | null {
   const parts: string[] = []
   if (event.ctrlKey || event.metaKey) parts.push('CommandOrControl')
diff --git a/client/src/features/update/releaseHighlights.ts b/client/src/features/update/releaseHighlights.ts
new file mode 100644
index 0000000..06d1833
--- /dev/null
+++ b/client/src/features/update/releaseHighlights.ts
@@ -0,0 +1,22 @@
+// 本次版本更新亮点（关于页面展示）。
+// 每次发版时更新 version 与 items，保持与 CHANGELOG 同步。
+// version 需与打包版本一致，关于页面仅在与当前版本匹配时展示，避免串版。
+//
+// 每条写成一句话：前半句说明功能，后半句补充解释，读起来更顺。
+
+export interface ReleaseHighlights {
+  version: string
+  items: string[]
+}
+
+export const RELEASE_HIGHLIGHTS: ReleaseHighlights = {
+  version: '0.0.8',
+  items: [
+    '本地识别新增 Qwen3-ASR 模型，离线也能获得更准的多语种识别',
+    '润色模式支持快捷键切换，设置组合键即可随时一键切换',
+    '文本替换支持批量添加，可粘贴多行一次导入多条规则',
+    '录音时可静音系统声音，避免外放被麦克风录进去',
+    '云端识别与 AI 润色新增小米 MiMo，填入 API Key 即可使用',
+    '多项体验优化与修复，涵盖悬浮窗、热键、设置向导与本地识别',
+  ],
+}
diff --git a/client/src/hooks/useActivePreset.ts b/client/src/hooks/useActivePreset.ts
new file mode 100644
index 0000000..29c582d
--- /dev/null
+++ b/client/src/hooks/useActivePreset.ts
@@ -0,0 +1,6 @@
+import { useSyncExternalStore } from 'react'
+import { subscribeActivePreset, getActivePresetSnapshot } from '@/stores/activePreset'
+
+export function useActivePreset() {
+  return useSyncExternalStore(subscribeActivePreset, getActivePresetSnapshot)
+}
diff --git a/client/src/lib/__tests__/asrModels.test.ts b/client/src/lib/__tests__/asrModels.test.ts
index f3acf37..bb7e62b 100644
--- a/client/src/lib/__tests__/asrModels.test.ts
+++ b/client/src/lib/__tests__/asrModels.test.ts
@@ -35,6 +35,7 @@ describe('resolveAsrDisplayModel', () => {
   it('映射已知供应商', () => {
     expect(resolveAsrDisplayModel('doubao_v2')).toBe('Doubao-Seed-ASR-2.0')
     expect(resolveAsrDisplayModel('qwen')).toBe('qwen3-asr-flash')
+    expect(resolveAsrDisplayModel('mimo')).toBe('mimo-v2.5-asr')
     expect(resolveAsrDisplayModel('qwen_omni_35_plus')).toBe('qwen3.5-omni-plus-realtime')
   })
 
diff --git a/client/src/lib/asrModels.ts b/client/src/lib/asrModels.ts
index 4a64744..4c44f40 100644
--- a/client/src/lib/asrModels.ts
+++ b/client/src/lib/asrModels.ts
@@ -24,6 +24,7 @@ export function resolveQwenOmniModel(provider: string): string | undefined {
 const ASR_DISPLAY_MODEL_MAP: Record<string, string> = {
   doubao_v2: 'Doubao-Seed-ASR-2.0',
   qwen: 'qwen3-asr-flash',
+  mimo: 'mimo-v2.5-asr',
   ...QWEN_OMNI_MODEL_MAP,
 }
 
diff --git a/client/src/lib/shortcutKeys.ts b/client/src/lib/shortcutKeys.ts
new file mode 100644
index 0000000..b0baf4c
--- /dev/null
+++ b/client/src/lib/shortcutKeys.ts
@@ -0,0 +1,81 @@
+/**
+ * 单键热键定义 —— 单一数据源（Single Source of Truth）。
+ *
+ * 过去单键的映射散落在四处（Rust 钩子、webview 回退、设置 utils、向导 KEY_MAP），
+ * 且已互相不一致，加一个键要改四处、极易漏。此文件统一 TS 侧的定义，其它模块一律引用这里。
+ *
+ * ⚠️ Rust 端 `client/src-tauri/src/keyboard/mod.rs` 的 `SINGLE_KEY_TABLE`
+ *   （vk_codes_for_setting / is_single_key_setting）无法直接引用 TS，
+ *   新增/修改单键时务必同步那张表。
+ *
+ * 约定：`setting` 的取值直接等于 DOM `KeyboardEvent.code`，因此
+ *   setting ↔ code 是恒等映射，无需再单独维护一张 code 表。
+ */
+
+export interface SingleKeyDef {
+  /** 存入设置、也等于 DOM KeyboardEvent.code */
+  setting: string
+  /** Windows 虚拟键码（供 webview 回退补发事件用） */
+  vk: number
+  /** 中文显示名 */
+  label: string
+}
+
+export const SINGLE_KEYS: SingleKeyDef[] = [
+  // 修饰键（左右分开）
+  { setting: 'AltLeft', vk: 0xa4, label: '左 Alt' },
+  { setting: 'AltRight', vk: 0xa5, label: '右 Alt' },
+  { setting: 'ControlLeft', vk: 0xa2, label: '左 Ctrl' },
+  { setting: 'ControlRight', vk: 0xa3, label: '右 Ctrl' },
+  { setting: 'ShiftLeft', vk: 0xa0, label: '左 Shift' },
+  { setting: 'ShiftRight', vk: 0xa1, label: '右 Shift' },
+  // 常见低冲突键
+  { setting: 'CapsLock', vk: 0x14, label: 'Caps Lock' },
+  { setting: 'Space', vk: 0x20, label: '空格' },
+  { setting: 'ContextMenu', vk: 0x5d, label: '菜单键' },
+  { setting: 'Pause', vk: 0x13, label: 'Pause' },
+  { setting: 'ScrollLock', vk: 0x91, label: 'ScrollLock' },
+  { setting: 'Insert', vk: 0x2d, label: 'Insert' },
+  // 功能键
+  { setting: 'F1', vk: 0x70, label: 'F1' },
+  { setting: 'F2', vk: 0x71, label: 'F2' },
+  { setting: 'F3', vk: 0x72, label: 'F3' },
+  { setting: 'F4', vk: 0x73, label: 'F4' },
+  { setting: 'F5', vk: 0x74, label: 'F5' },
+  { setting: 'F6', vk: 0x75, label: 'F6' },
+  { setting: 'F7', vk: 0x76, label: 'F7' },
+  { setting: 'F8', vk: 0x77, label: 'F8' },
+  { setting: 'F9', vk: 0x78, label: 'F9' },
+  { setting: 'F10', vk: 0x79, label: 'F10' },
+  { setting: 'F11', vk: 0x7a, label: 'F11' },
+  { setting: 'F12', vk: 0x7b, label: 'F12' },
+]
+
+/** setting → 虚拟键码 */
+export const SETTING_TO_VK: Record<string, number> = Object.fromEntries(
+  SINGLE_KEYS.map((k) => [k.setting, k.vk]),
+)
+
+const SINGLE_KEY_DISPLAY: Record<string, string> = Object.fromEntries(
+  SINGLE_KEYS.map((k) => [k.setting, k.label]),
+)
+
+/** 是否为受支持的单键设置 */
+export function isSingleKeySetting(setting: string): boolean {
+  return setting in SETTING_TO_VK
+}
+
+/** 若 DOM code 对应一个受支持的单键，返回其 setting（= code），否则 undefined */
+export function resolveSingleKeyShortcut(code: string): string | undefined {
+  return isSingleKeySetting(code) ? code : undefined
+}
+
+/** setting → DOM code（恒等，未知返回空串） */
+export function settingToCode(setting: string): string {
+  return isSingleKeySetting(setting) ? setting : ''
+}
+
+/** 单键显示名（未知原样返回） */
+export function getSingleKeyDisplay(value: string): string {
+  return SINGLE_KEY_DISPLAY[value] || value
+}
diff --git a/client/src/overlay/Overlay.tsx b/client/src/overlay/Overlay.tsx
index 5044771..8fefa50 100644
--- a/client/src/overlay/Overlay.tsx
+++ b/client/src/overlay/Overlay.tsx
@@ -3,7 +3,7 @@ import { useEffect, useMemo, useRef, useState } from 'react'
 import { Copy, Check } from 'lucide-react'
 import { addRuntimeEvent } from '../services/debugLog'
 
-type OverlayState = 'waiting' | 'listening' | 'thinking' | 'fallback' | 'error'
+type OverlayState = 'waiting' | 'listening' | 'thinking' | 'fallback' | 'error' | 'toast'
 type OverlayWaveTheme = 'black-white' | 'black-blue' | 'black-rainbow'
 
 interface OverlayPayload {
@@ -17,6 +17,7 @@ interface OverlayPayload {
   fallbackReason?: string
   errorMessage?: string
   warning?: string
+  toastText?: string
 }
 
 const DEFAULT_BAR_COUNT = 24
@@ -69,6 +70,7 @@ export default function Overlay() {
   const [barCount, setBarCount] = useState(DEFAULT_BAR_COUNT)
   const [fallbackText, setFallbackText] = useState('')
   const [errorMessage, setErrorMessage] = useState('')
+  const [toastText, setToastText] = useState('')
   const [copied, setCopied] = useState(false)
   const [thinkingDuration, setThinkingDuration] = useState(0)
   const [warning, setWarning] = useState('')
@@ -133,6 +135,9 @@ export default function Overlay() {
       if (typeof payload.errorMessage === 'string') {
         setErrorMessage(payload.errorMessage)
       }
+      if (typeof payload.toastText === 'string') {
+        setToastText(payload.toastText)
+      }
       if (typeof payload.warning === 'string') {
         setWarning(payload.warning)
       }
@@ -179,7 +184,7 @@ export default function Overlay() {
     <div className="pointer-events-none flex h-full items-end justify-center pb-4">
       {state === 'fallback' ? (
         <div
-          className="pointer-events-auto flex w-full max-w-[520px] flex-col rounded-xl border px-4 py-4 shadow-[0_8px_20px_rgba(0,0,0,0.25)]"
+          className="pointer-events-auto flex w-full max-w-[520px] flex-col rounded-xl border px-4 py-4"
           style={{
             background: 'var(--overlay-bg)',
             color: 'var(--overlay-text)',
@@ -214,7 +219,7 @@ export default function Overlay() {
         </div>
       ) : (
         <div
-          className="flex items-center rounded-full border px-4 py-2 shadow-[0_6px_16px_rgba(0,0,0,0.35)]"
+          className="flex items-center rounded-full border px-4 py-2"
           style={{
             background: 'var(--overlay-bg)',
             color: 'var(--overlay-text)',
@@ -294,6 +299,14 @@ export default function Overlay() {
               <span className="text-xs text-red-400">{errorMessage || '出错了'}</span>
             </div>
           )}
+
+          {state === 'toast' && (
+            <div className="flex items-center gap-2">
+              <span className="text-xs whitespace-nowrap" style={{ color: 'var(--overlay-text)' }}>
+                {toastText}
+              </span>
+            </div>
+          )}
         </div>
       )}
     </div>
diff --git a/client/src/pages/About.tsx b/client/src/pages/About.tsx
index 9188981..52a53be 100644
--- a/client/src/pages/About.tsx
+++ b/client/src/pages/About.tsx
@@ -3,6 +3,7 @@ import { Button } from '@/components/ui/button'
 import { Github, Download, Loader2, CheckCircle } from 'lucide-react'
 import { open as shellOpen } from '@tauri-apps/plugin-shell'
 import { useUpdateStatus } from '@/features/update/useUpdateStatus'
+import { RELEASE_HIGHLIGHTS } from '@/features/update/releaseHighlights'
 import appIcon from '@/assets/icon-128.png'
 
 function formatTimestamp(value: number | null) {
@@ -56,6 +57,7 @@ export default function About() {
 
           {/* 更新 */}
           <div className="mt-5 border-t border-border pt-5">
+            <h3 className="mb-3 text-sm font-medium">软件更新</h3>
             <div className="flex items-center justify-between">
               <div className="space-y-0.5">
                 {updateStatusText && (
@@ -108,6 +110,21 @@ export default function About() {
               </div>
             </div>
           </div>
+
+          {/* 本次更新 */}
+          {RELEASE_HIGHLIGHTS.version === currentVersion && RELEASE_HIGHLIGHTS.items.length > 0 && (
+            <div className="mt-6">
+              <h3 className="mb-3 text-sm font-medium">本次更新 · v{RELEASE_HIGHLIGHTS.version}</h3>
+              <ul className="space-y-1.5">
+                {RELEASE_HIGHLIGHTS.items.map((item, index) => (
+                  <li key={index} className="flex gap-2 text-sm text-muted-foreground">
+                    <span className="mt-2 h-1 w-1 shrink-0 rounded-full bg-muted-foreground/50" />
+                    <span>{item}</span>
+                  </li>
+                ))}
+              </ul>
+            </div>
+          )}
         </CardContent>
       </Card>
     </div>
diff --git a/client/src/pages/History.tsx b/client/src/pages/History.tsx
index 6ca4332..7ae8591 100644
--- a/client/src/pages/History.tsx
+++ b/client/src/pages/History.tsx
@@ -227,6 +227,7 @@ async function reprocessViaCloudApi(
 /** 本地模式重新识别：调用 local_transcribe + 可选 cloud_polish，与 LocalProvider 一致 */
 async function reprocessViaLocal(
   chunk: ArrayBuffer,
+  hotwords: string[],
   aiEnabled: boolean,
   systemPrompt: string | undefined,
 ): Promise<ReprocessResult> {
@@ -237,7 +238,7 @@ async function reprocessViaLocal(
   const language = await getSetting('localAsr.language', 'auto') as string
 
   const asrResult = await invoke<{ text: string; elapsed_ms: number }>('local_transcribe', {
-    audioB64, modelId, language,
+    audioB64, modelId, language, hotwords,
   })
   const asrText = asrResult.text
   const asrMs = asrResult.elapsed_ms
@@ -420,7 +421,7 @@ export default function History() {
     if (workMode === 'cloud_api') {
       result = await reprocessViaCloudApi(chunk, hotwords, Boolean(aiEnabled), systemPrompt)
     } else if (workMode === 'local') {
-      result = await reprocessViaLocal(chunk, Boolean(aiEnabled), systemPrompt)
+      result = await reprocessViaLocal(chunk, hotwords, Boolean(aiEnabled), systemPrompt)
     } else {
       result = await reprocessViaServer(chunk, hotwords, Boolean(aiEnabled), systemPrompt, clientMeta)
     }
diff --git a/client/src/pages/Home.tsx b/client/src/pages/Home.tsx
index ce66596..a373739 100644
--- a/client/src/pages/Home.tsx
+++ b/client/src/pages/Home.tsx
@@ -2,6 +2,7 @@ import { useEffect, useState } from 'react'
 import { Card, CardContent } from '@/components/ui/card'
 import { Mic, Clock, Type, Zap } from 'lucide-react'
 import { getStats, type Stats, getSetting } from '@/services/store'
+import { SHORTCUTS_CHANGED_EVENT } from '@/services/bridge'
 import FeedbackSection from '@/components/FeedbackSection'
 
 export default function Home() {
@@ -10,7 +11,12 @@ export default function Home() {
 
   useEffect(() => {
     getStats().then(setStats)
-    getSetting('shortcutHandsFree', 'AltRight').then((value) => setHandsFreeKey(value as string))
+    const loadHandsFreeKey = () =>
+      getSetting('shortcutHandsFree', 'AltRight').then((value) => setHandsFreeKey(value as string))
+    void loadHandsFreeKey()
+    // 快捷键变化时（向导 / 设置页修改）实时刷新首页提示，无需切换路由
+    window.addEventListener(SHORTCUTS_CHANGED_EVENT, loadHandsFreeKey)
+    return () => window.removeEventListener(SHORTCUTS_CHANGED_EVENT, loadHandsFreeKey)
   }, [])
 
   // Format time display
diff --git a/client/src/services/__tests__/textReplacement.test.ts b/client/src/services/__tests__/textReplacement.test.ts
index 3205fba..77e6100 100644
--- a/client/src/services/__tests__/textReplacement.test.ts
+++ b/client/src/services/__tests__/textReplacement.test.ts
@@ -1,5 +1,5 @@
 import { describe, it, expect } from 'vitest'
-import { applyReplacements, type TextReplacementRule } from '../textReplacement'
+import { applyReplacements, parseBatchReplacements, type TextReplacementRule } from '../textReplacement'
 
 function rule(from: string, to: string, enabled = true): TextReplacementRule {
   return { id: '1', from, to, enabled }
@@ -43,3 +43,50 @@ describe('applyReplacements', () => {
     expect(applyReplacements('', [rule('a', 'b')])).toBe('')
   })
 })
+
+describe('parseBatchReplacements', () => {
+  it('英文逗号分隔', () => {
+    expect(parseBatchReplacements('安卓说话,按住说话')).toEqual([
+      { from: '安卓说话', to: '按住说话' },
+    ])
+  })
+
+  it('中文逗号分隔', () => {
+    expect(parseBatchReplacements('安卓说话，按住说话')).toEqual([
+      { from: '安卓说话', to: '按住说话' },
+    ])
+  })
+
+  it('制表符分隔（从表格粘贴）', () => {
+    expect(parseBatchReplacements('Cloud Code\tClaude Code')).toEqual([
+      { from: 'Cloud Code', to: 'Claude Code' },
+    ])
+  })
+
+  it('=> 与 -> 分隔', () => {
+    expect(parseBatchReplacements('a => b\nc -> d')).toEqual([
+      { from: 'a', to: 'b' },
+      { from: 'c', to: 'd' },
+    ])
+  })
+
+  it('多行、忽略空行、去除首尾空白', () => {
+    const input = ' 原文1, 替换1 \n\n原文2,替换2\n'
+    expect(parseBatchReplacements(input)).toEqual([
+      { from: '原文1', to: '替换1' },
+      { from: '原文2', to: '替换2' },
+    ])
+  })
+
+  it('无分隔符的行：替换为留空（删除）', () => {
+    expect(parseBatchReplacements('嗯')).toEqual([{ from: '嗯', to: '' }])
+  })
+
+  it('取最靠前的分隔符，替换内容可含其它逗号', () => {
+    expect(parseBatchReplacements('abc,a, b')).toEqual([{ from: 'abc', to: 'a, b' }])
+  })
+
+  it('原文为空的行忽略', () => {
+    expect(parseBatchReplacements(',只有替换')).toEqual([])
+  })
+})
diff --git a/client/src/services/audio.ts b/client/src/services/audio.ts
index 8bf92f5..111e659 100644
--- a/client/src/services/audio.ts
+++ b/client/src/services/audio.ts
@@ -492,7 +492,9 @@ export async function startCapture(
     audio: {
       channelCount: 1,
       echoCancellation: false,
-      noiseSuppression: false,
+      // 默认开启降噪：部分机器麦克风底噪大（低频电流声），关闭降噪会原样录入。
+      // 回声消除/自动增益保持关闭，避免影响 ASR 音频。
+      noiseSuppression: true,
       autoGainControl: false,
       ...(deviceId ? { deviceId: { exact: deviceId } } : {}),
     },
diff --git a/client/src/services/bridge.ts b/client/src/services/bridge.ts
index 1e64ab3..4a26e7d 100644
--- a/client/src/services/bridge.ts
+++ b/client/src/services/bridge.ts
@@ -95,6 +95,18 @@ export function copyText(text: string) {
   return invoke('copy_text', { text })
 }
 
+// ─── 系统输出静音（录音期间防回采）───
+
+/** 记录当前默认输出设备静音状态并将其静音。返回是否已处理。 */
+export function muteSystemOutput() {
+  return invoke<boolean>('mute_system_output')
+}
+
+/** 恢复到 muteSystemOutput 之前记录的静音状态。 */
+export function restoreSystemOutput() {
+  return invoke<boolean>('restore_system_output')
+}
+
 export function appendDebugLog(payload: unknown) {
   invoke('append_debug_log', { payload })
 }
@@ -166,8 +178,15 @@ export function saveExportBundle(payload: {
 
 // ─── Shortcuts ───
 
+/** 前端内部广播：快捷键设置已变化，供页面（如首页提示）实时刷新显示。 */
+export const SHORTCUTS_CHANGED_EVENT = 'sayit:shortcuts-changed'
+
 export function notifyShortcutsChanged() {
   invoke('shortcuts_changed')
+  // 同时在前端广播，让依赖快捷键显示的页面无需切换路由即可刷新
+  if (typeof window !== 'undefined') {
+    window.dispatchEvent(new CustomEvent(SHORTCUTS_CHANGED_EVENT))
+  }
 }
 
 export function testShortcut(accelerator: string) {
diff --git a/client/src/services/defaults.ts b/client/src/services/defaults.ts
index a462a87..09b44eb 100644
--- a/client/src/services/defaults.ts
+++ b/client/src/services/defaults.ts
@@ -20,6 +20,7 @@ export const DEFAULTS: Record<string, unknown> = {
 
   // ── 麦克风 ──
   selectedMic: '', // 设备 ID，空字符串 = 系统默认
+  muteSystemAudioWhileRecording: false, // 按住说话期间静音系统其他声音（防外放被麦克风回采）。默认关闭
 
   // ── AI 校对 ──
   aiEnabled: true, // 是否开启 AI 校对。可选: true | false
@@ -32,7 +33,7 @@ export const DEFAULTS: Record<string, unknown> = {
   'cloudAi.model': '',
 
   // ── ASR（云 API）──
-  'cloudAsr.provider': 'doubao_v2', // 可选: 'doubao_v2' | 'qwen_realtime' | 'qwen_omni' | 'qwen_omni_turbo'
+  'cloudAsr.provider': 'doubao_v2', // 可选: 'doubao_v2' | 'qwen' | 'qwen_realtime' | 'qwen_omni' | 'qwen_omni_turbo' | 'mimo'
   'cloudAsr.apiKey': '',
   'cloudAsr.appId': '', // 豆包需要
   'cloudAsr.omniSystemPrompt': '', // 千问 Omni 模式的 system prompt
diff --git a/client/src/services/feedback.ts b/client/src/services/feedback.ts
index a21b8dc..c5d4486 100644
--- a/client/src/services/feedback.ts
+++ b/client/src/services/feedback.ts
@@ -10,10 +10,28 @@ export interface FeedbackPayload {
   app_version: string
   timestamp: string
   feedback_text: string
+  // 转录 + 该次会话的排错信息（仅在用户保留转录时发送）
   transcript: {
     asr_text: string
     ai_text: string
     duration_sec: number
+    // 会话排错信息
+    app_name?: string
+    app_id?: string
+    window_title?: string
+    process_name?: string
+    window_class?: string
+    asr_ms?: number
+    llm_ms?: number
+    audio_duration_sec?: number
+    char_count?: number
+    is_empty?: boolean
+    asr_provider?: string
+    ai_provider?: string
+    ai_model?: string
+    prompt_summary?: string
+    auto_applied_hotwords?: string[]
+    record_timestamp?: number
   } | null
   context: {
     work_mode: string
@@ -25,6 +43,12 @@ export interface FeedbackPayload {
     ai_preset_name: string
     ai_system_prompt: string
     ai_prompt_append: string
+    // 客户端环境（非个人信息，用于排错；不含 IP）
+    platform: string
+    os_version: string
+    system_locale: string
+    cpu_cores: number
+    memory_mb: number
   }
 }
 
@@ -40,7 +64,9 @@ export async function getLastTranscript(): Promise<HistoryRecord | null> {
 }
 
 /** 收集当前配置上下文 */
-async function collectContext(): Promise<FeedbackPayload['context']> {
+async function collectContext(
+  clientInfo: Awaited<ReturnType<typeof getClientRuntimeInfo>>,
+): Promise<FeedbackPayload['context']> {
   const workMode = getWorkMode()
   const aiEnabled = await getSetting('aiEnabled', false) as boolean
   const aiProvider = await getSetting('cloudAi.provider', '') as string
@@ -72,6 +98,11 @@ async function collectContext(): Promise<FeedbackPayload['context']> {
     ai_preset_name: activePreset.name,
     ai_system_prompt: activePreset.systemPrompt.slice(0, 5000),
     ai_prompt_append: (aiPromptAppend || '').slice(0, 5000),
+    platform: clientInfo.platform || '',
+    os_version: clientInfo.osVersion || '',
+    system_locale: clientInfo.systemLocale || '',
+    cpu_cores: clientInfo.cpuCores || 0,
+    memory_mb: clientInfo.memoryMb || 0,
   }
 }
 
@@ -91,7 +122,7 @@ export async function submitFeedback(feedbackText: string, options?: { includeTr
   // 收集信息
   const clientInfo = await getClientRuntimeInfo()
   const lastRecord = includeTranscript ? await getLastTranscript() : null
-  const context = await collectContext()
+  const context = await collectContext(clientInfo)
 
   const payload: FeedbackPayload = {
     machine_id: clientInfo.deviceId,
@@ -103,6 +134,26 @@ export async function submitFeedback(feedbackText: string, options?: { includeTr
           asr_text: (lastRecord.asrText || '').slice(0, 5000),
           ai_text: (lastRecord.llmText || '').slice(0, 5000),
           duration_sec: lastRecord.durationSec || 0,
+          // 该次会话的排错信息
+          app_name: lastRecord.appName || undefined,
+          app_id: lastRecord.appId || undefined,
+          window_title: lastRecord.windowTitle || undefined,
+          process_name: lastRecord.processName || undefined,
+          window_class: lastRecord.windowClass || undefined,
+          asr_ms: lastRecord.asrMs || undefined,
+          llm_ms: lastRecord.llmMs || undefined,
+          audio_duration_sec: lastRecord.audioDurationSec || undefined,
+          char_count: lastRecord.charCount || undefined,
+          is_empty: lastRecord.isEmpty || undefined,
+          asr_provider: lastRecord.asrProvider || undefined,
+          ai_provider: lastRecord.aiProvider || undefined,
+          ai_model: lastRecord.aiModel || undefined,
+          prompt_summary: lastRecord.promptSummary || undefined,
+          auto_applied_hotwords:
+            lastRecord.autoAppliedHotwords && lastRecord.autoAppliedHotwords.length > 0
+              ? lastRecord.autoAppliedHotwords
+              : undefined,
+          record_timestamp: lastRecord.timestamp || undefined,
         }
       : null,
     context,
diff --git a/client/src/services/recorder/OverlayService.ts b/client/src/services/recorder/OverlayService.ts
index f989119..5c3e217 100644
--- a/client/src/services/recorder/OverlayService.ts
+++ b/client/src/services/recorder/OverlayService.ts
@@ -193,6 +193,21 @@ export class OverlayService {
     bridge.hideOverlay()
   }
 
+  /** 快捷键切换润色模式后，用悬浮窗短暂提示当前模式名，约 1.6s 后自动隐藏。 */
+  showPresetSwitched(name: string) {
+    bridge.updateOverlay({
+      state: 'toast',
+      toastText: `已切换到「${name}」`,
+      ...this.getCommonPayload(),
+    })
+    bridge.showOverlay()
+    this.clearFallbackHideTimer()
+    this.fallbackHideId = setTimeout(() => {
+      bridge.hideOverlay()
+      this.clearFallbackHideTimer()
+    }, 1600)
+  }
+
   /** 显示错误信息，几秒后自动隐藏 */
   showError(message: string) {
     bridge.updateOverlay({
diff --git a/client/src/services/recorder/RecorderOrchestrator.ts b/client/src/services/recorder/RecorderOrchestrator.ts
index 4539c95..f916182 100644
--- a/client/src/services/recorder/RecorderOrchestrator.ts
+++ b/client/src/services/recorder/RecorderOrchestrator.ts
@@ -6,8 +6,10 @@ import {
   getActivePresetId,
   getPromptPresets,
   getSetting,
+  setActivePresetId,
   type PromptPreset,
 } from '../store'
+import { setActivePresetKnown } from '../../stores/activePreset'
 import { addRuntimeEvent } from '../debugLog'
 import { saveRecordingAudio } from '../audioFileService'
 import {
@@ -107,6 +109,12 @@ export class RecorderOrchestrator {
   private lastPTTUpUsedModifier = false
 
   private cachedMicId = ''
+  /** 是否在录音期间静音系统输出（防外放被麦克风回采）。默认关闭。 */
+  private cachedMuteSystemAudio = false
+  /** 标记本次录音是否已施加系统静音，用于配对恢复。 */
+  private systemMuteApplied = false
+  /** 延迟静音定时器（等提示音播完再静音）。 */
+  private systemMuteTimerId: ReturnType<typeof setTimeout> | null = null
   private cachedPresets: PromptPreset[] = []
   private cachedActivePresetId = 'intent'
   private cachedAiEnabled = true
@@ -150,6 +158,85 @@ export class RecorderOrchestrator {
     return this.state
   }
 
+  /** 若已开启「录音时静音系统声音」，在就绪提示音播放之后再静音系统输出。
+   *  延迟略长于提示音时长（~150ms），避免把提示音也一起静掉。 */
+  private scheduleSystemMuteIfEnabled() {
+    if (!this.cachedMuteSystemAudio) return
+    this.clearSystemMuteTimer()
+    this.systemMuteTimerId = setTimeout(() => {
+      this.systemMuteTimerId = null
+      // 若此时已不在录音（短按等），不再静音，避免残留
+      if (this.state !== 'recording') return
+      this.applySystemMute()
+    }, 250)
+  }
+
+  private applySystemMute() {
+    if (this.systemMuteApplied) return
+    this.systemMuteApplied = true
+    void bridge.muteSystemOutput().catch((e) => {
+      this.systemMuteApplied = false
+      addRuntimeEvent('warn', 'recorder', '静音系统输出失败', { error: String(e) })
+    })
+  }
+
+  private clearSystemMuteTimer() {
+    if (this.systemMuteTimerId) {
+      clearTimeout(this.systemMuteTimerId)
+      this.systemMuteTimerId = null
+    }
+  }
+
+  /** 恢复系统输出到静音前的状态，并清除挂起的静音定时器。 */
+  private restoreSystemMuteIfNeeded() {
+    this.clearSystemMuteTimer()
+    if (!this.systemMuteApplied) return
+    this.systemMuteApplied = false
+    void bridge.restoreSystemOutput().catch((e) => {
+      addRuntimeEvent('warn', 'recorder', '恢复系统输出失败', { error: String(e) })
+    })
+  }
+
+  /** 未就绪时的简短提示文案（按当前工作模式区分）。 */
+  private notReadyMessage(): string {
+    switch (this.provider.mode) {
+      case 'server':
+        return '服务器未连接'
+      case 'local':
+        return '模型未就绪'
+      default:
+        return '服务未就绪'
+    }
+  }
+
+  /** 通过快捷键切换当前润色模式，并在空闲时用悬浮窗提示。 */
+  private async handlePresetSwitch(presetId: string) {
+    try {
+      // 优先用已缓存的预设列表，避免 IPC 等待导致的延时
+      let target = this.cachedPresets.find((p) => p.id === presetId)
+      if (!target) {
+        const presets = await getPromptPresets()
+        target = presets.find((p) => p.id === presetId)
+        this.cachedPresets = presets
+      }
+      if (!target) {
+        addRuntimeEvent('warn', 'recorder', '切换润色模式失败：未找到预设', { presetId })
+        return
+      }
+      // 立即生效：更新录音器缓存 + 通知 UI + 悬浮窗提示（均无需等待 IPC）
+      this.cachedActivePresetId = presetId
+      setActivePresetKnown(presetId, target.name)
+      if (this.state === 'idle') {
+        this.overlayService.showPresetSwitched(target.name)
+      }
+      addRuntimeEvent('info', 'recorder', '快捷键切换润色模式', { presetId, name: target.name })
+      // 持久化放到后台，不阻塞 UI 反馈
+      void setActivePresetId(presetId)
+    } catch (error) {
+      addRuntimeEvent('error', 'recorder', '切换润色模式异常', { error: String(error) })
+    }
+  }
+
   /** 临时禁用/启用 PTT（用于欢迎向导热键确认步骤） */
   setPttSuppressed(suppressed: boolean) {
     this.pttSuppressed = suppressed
@@ -163,6 +250,13 @@ export class RecorderOrchestrator {
     await this.refreshRuntimeSettings()
     this.ensureConnection()
 
+    // 快捷键切换润色模式（由 Rust global_shortcut 触发）
+    void bridge.listen('switch-preset', (event: unknown) => {
+      const payload = (event as { payload?: { presetId?: string } })?.payload
+      const presetId = payload?.presetId
+      if (presetId) void this.handlePresetSwitch(presetId)
+    })
+
     bridge.onPTTDown((payload) => {
       this.notePTTDown(payload)
       this.logPTTEvent('down', payload)
@@ -257,6 +351,7 @@ export class RecorderOrchestrator {
   async refreshRuntimeSettings() {
     const [
       micId,
+      muteSystemAudio,
       presets,
       activePresetId,
       aiEnabled,
@@ -264,6 +359,7 @@ export class RecorderOrchestrator {
       userStats,
     ] = await Promise.all([
       getSetting('selectedMic', ''),
+      getSetting('muteSystemAudioWhileRecording', false),
       getPromptPresets(),
       getActivePresetId(),
       getSetting('aiEnabled', false),
@@ -272,6 +368,7 @@ export class RecorderOrchestrator {
     ])
 
     this.cachedMicId = String(micId || '')
+    this.cachedMuteSystemAudio = Boolean(muteSystemAudio)
     this.cachedPresets = presets
     this.cachedActivePresetId = activePresetId
     this.cachedAiEnabled = Boolean(aiEnabled)
@@ -311,8 +408,13 @@ export class RecorderOrchestrator {
     }
   }
 
-  /** 工作模式切换后重新连接 provider */
+  /** 工作模式或服务地址变更后强制重连 provider。
+   *  先断开旧连接再按新配置连接，确保连接状态与新地址一致（否则改错地址后仍显示"已连接"）。
+   *  录音进行中不强制断开，避免打断当前会话。 */
   reconnectProvider() {
+    if (this.state === 'idle') {
+      this.provider.disconnect()
+    }
     this.ensureConnection()
   }
 
@@ -369,6 +471,8 @@ export class RecorderOrchestrator {
     }
     this.overlayService.stopListeningTicker()
     this.overlayService.resetWarnings()
+    // 安全网：若仍处于我们施加的系统静音中，确保恢复
+    this.restoreSystemMuteIfNeeded()
     this.startRecordingLock = false
     this.pendingStopWhileStarting = false
     this.handsFreeMode = false
@@ -705,6 +809,16 @@ export class RecorderOrchestrator {
       addRuntimeEvent('info', 'recorder', '开始录音请求已忽略', { state: this.state, locked: this.startRecordingLock })
       return
     }
+
+    // 未就绪（如 server 模式后端未连接）：给出告警，不进入录音，避免悬浮窗卡住关不掉
+    if (!this.provider.isReady()) {
+      this.handsFreeMode = false
+      addRuntimeEvent('warn', 'recorder', '未就绪，忽略开始录音', { mode: this.provider.mode })
+      this.overlayService.showError(this.notReadyMessage())
+      this.ensureConnection()
+      return
+    }
+
     this.startRecordingLock = true
     this.pendingStopWhileStarting = false
     this.timedOutProcessingContext = null
@@ -913,6 +1027,8 @@ export class RecorderOrchestrator {
       }
       this.startRecordingLock = false
       this.overlayService.startListeningTicker()
+      // 就绪提示音已触发，稍后再静音系统输出（避免把提示音一起静掉）
+      this.scheduleSystemMuteIfEnabled()
       armHandsFreeTimer()
 
       // Check if PTT up arrived while we were initializing
@@ -927,6 +1043,8 @@ export class RecorderOrchestrator {
       resolveCaptureReady!()
       this.startRecordingLock = false
       this.pendingStopWhileStarting = false
+      // 录音启动失败也要恢复系统输出，避免系统一直静音
+      this.restoreSystemMuteIfNeeded()
       addRuntimeEvent('error', 'recorder', '开始录音失败', { error: String(error) })
       try { await stopCapture() } catch { /* ignore */ }
       this.provider.stop({ pttHoldMs: elapsedSecFromPerf(this.recordStartPerf) * 1000 })
@@ -965,6 +1083,9 @@ export class RecorderOrchestrator {
       addRuntimeEvent('error', 'recorder', '停止采集失败', { error: String(error) })
     }
 
+    // 采集已停止，恢复系统输出到静音前的状态
+    this.restoreSystemMuteIfNeeded()
+
     const audioDur = this.getAudioDurationSec()
     const pttHoldMs = elapsedSecFromPerf(this.recordStartPerf) * 1000
     const wallTimeSec = pttHoldMs / 1000
@@ -1162,9 +1283,14 @@ export class RecorderOrchestrator {
 
   private buildHistoryMetadata(promptResolution?: PromptResolution | null) {
     const resolved = promptResolution || this.currentPromptResolution || undefined
+    const ctx = this.currentActiveAppContext
     return {
       appId: resolved?.appId,
       appName: resolved?.appName,
+      // 录音时聚焦窗口的原始信息（用于反馈排错）
+      windowTitle: ctx?.windowTitle || undefined,
+      processName: ctx?.processName || undefined,
+      windowClass: ctx?.windowClass || undefined,
       promptPresetId: resolved?.preset.id,
       promptPresetName: resolved?.preset.name,
       promptRuleId: resolved?.matchedRule?.id,
@@ -1193,6 +1319,7 @@ export class RecorderOrchestrator {
       const ASR_MODEL_ID_MAP: Record<string, string> = {
         doubao_v2: 'Doubao-Seed-ASR-2.0',
         qwen: 'qwen3-asr-flash',
+        mimo: 'mimo-v2.5-asr',
         qwen_omni_35_plus: 'qwen3.5-omni-plus-realtime',
         qwen_omni_35_flash: 'qwen3.5-omni-flash-realtime',
         qwen_omni_flash: 'qwen3-omni-flash-realtime',
diff --git a/client/src/services/store.ts b/client/src/services/store.ts
index 160fee2..70c237e 100644
--- a/client/src/services/store.ts
+++ b/client/src/services/store.ts
@@ -27,6 +27,10 @@ export interface HistoryRecord {
   audioFilePath?: string
   appId?: string
   appName?: string
+  // 录音时聚焦窗口的原始信息（用于反馈排错）
+  windowTitle?: string
+  processName?: string
+  windowClass?: string
   promptPresetId?: string
   promptPresetName?: string
   promptRuleId?: string
@@ -329,6 +333,16 @@ export async function setActivePresetId(id: string): Promise<void> {
   await api().storeSet('activePresetId', id)
 }
 
+// 润色模式切换快捷键：presetId -> 组合键（如 "Alt+1"）。独立于 PromptPreset 存储，
+// 便于 Rust 端直接读取并注册（内置预设定义在 TS，不在 store 中）。
+export async function getPresetShortcuts(): Promise<Record<string, string>> {
+  return ((await api().storeGet('presetShortcuts')) as Record<string, string>) || {}
+}
+
+export async function setPresetShortcuts(map: Record<string, string>): Promise<void> {
+  await api().storeSet('presetShortcuts', map)
+}
+
 export async function getActivePreset(): Promise<PromptPreset> {
   const id = await getActivePresetId()
   const all = await getPromptPresets()
diff --git a/client/src/services/textReplacement.ts b/client/src/services/textReplacement.ts
index 4537ec0..3261770 100644
--- a/client/src/services/textReplacement.ts
+++ b/client/src/services/textReplacement.ts
@@ -32,6 +32,52 @@ export async function saveTextReplacements(rules: TextReplacementRule[]): Promis
   await setSetting(STORAGE_KEY, rules)
 }
 
+/** 批量文本解析出的规则草稿（尚未分配 id/enabled） */
+export interface ParsedReplacement {
+  from: string
+  to: string
+}
+
+/**
+ * 解析批量输入文本为替换规则草稿。
+ * - 每行一条规则；空行忽略。
+ * - 分隔符支持：制表符（从表格粘贴）、`=>`、`->`、中文逗号「，」、英文逗号「,」。
+ *   取整行中最靠前出现的分隔符切分：分隔符前为「原文」，其后（含其余分隔符）为「替换为」。
+ * - 无分隔符的行：整行作为「原文」，替换为留空（即删除该文本）。
+ * - 原文为空的行忽略。
+ */
+export function parseBatchReplacements(input: string): ParsedReplacement[] {
+  const separators = ['\t', '=>', '->', '，', ',']
+  const result: ParsedReplacement[] = []
+
+  for (const rawLine of input.split(/\r?\n/)) {
+    const line = rawLine.trim()
+    if (!line) continue
+
+    let sepIndex = -1
+    let sepLen = 0
+    for (const sep of separators) {
+      const i = line.indexOf(sep)
+      if (i >= 0 && (sepIndex === -1 || i < sepIndex)) {
+        sepIndex = i
+        sepLen = sep.length
+      }
+    }
+
+    let from = line
+    let to = ''
+    if (sepIndex >= 0) {
+      from = line.slice(0, sepIndex).trim()
+      to = line.slice(sepIndex + sepLen).trim()
+    }
+
+    if (!from) continue
+    result.push({ from, to })
+  }
+
+  return result
+}
+
 /** 对文本应用所有启用的替换规则 */
 export function applyReplacements(text: string, rules: TextReplacementRule[]): string {
   let result = text
diff --git a/client/src/services/transcription/LocalProvider.ts b/client/src/services/transcription/LocalProvider.ts
index f00fbe5..305e960 100644
--- a/client/src/services/transcription/LocalProvider.ts
+++ b/client/src/services/transcription/LocalProvider.ts
@@ -39,6 +39,7 @@ export class LocalProvider extends BufferedProvider {
         audioB64,
         modelId: await getSetting('localAsr.modelId', 'sensevoice-small'),
         language: await getSetting('localAsr.language', 'auto'),
+        hotwords: this.startOpts?.hotwords ?? [],
       })
       asrText = result.text
       asrMs = result.elapsed_ms
diff --git a/client/src/services/websocket.ts b/client/src/services/websocket.ts
index 51eb43f..aaab158 100644
--- a/client/src/services/websocket.ts
+++ b/client/src/services/websocket.ts
@@ -52,6 +52,24 @@ let ws: WebSocket | null = null
 let callbacks: WSCallbacks = {}
 let reconnectTimer: ReturnType<typeof setTimeout> | null = null
 let intentionalClose = false
+
+// --- 重连退避 ---
+let reconnectAttempts = 0
+const RECONNECT_BASE_MS = 3000
+const RECONNECT_MAX_MS = 30_000
+// 服务端限流类关闭码（1013 服务器满、4029 该 IP 并发超限）：退避更久，避免重连风暴
+const RECONNECT_LIMIT_MIN_MS = 15_000
+const LIMIT_CLOSE_CODES = new Set([1013, 4029])
+
+/** 计算下次重连延迟：指数退避 + ±20% 抖动；限流码时至少退避 RECONNECT_LIMIT_MIN_MS */
+function computeReconnectDelayMs(closeCode?: number): number {
+  const exp = Math.min(RECONNECT_BASE_MS * 2 ** reconnectAttempts, RECONNECT_MAX_MS)
+  const base = closeCode !== undefined && LIMIT_CLOSE_CODES.has(closeCode)
+    ? Math.max(exp, RECONNECT_LIMIT_MIN_MS)
+    : exp
+  const jitter = base * 0.2 * (Math.random() * 2 - 1)
+  return Math.max(1000, Math.round(base + jitter))
+}
 let sessionStarted = false
 let audioDropWarned = false
 
@@ -161,6 +179,7 @@ export function connect(cbs: WSCallbacks): Promise<void> {
     socket.onopen = () => {
       clearTimeout(timeout)
       updateGlobalState('connected')
+      reconnectAttempts = 0
       if (reconnectTimer) {
         clearTimeout(reconnectTimer)
         reconnectTimer = null
@@ -238,14 +257,16 @@ export function connect(cbs: WSCallbacks): Promise<void> {
       ws = null
       updateGlobalState('disconnected')
 
-      if (!intentionalClose) {
-        addRuntimeEvent('warn', 'websocket', `连接关闭 code=${ev.code} reason=${ev.reason || '-'}`)
-      }
-
       endSessionIfNeeded()
 
       if (!intentionalClose) {
-        reconnectTimer = setTimeout(() => connect(callbacks), 3000)
+        const delay = computeReconnectDelayMs(ev.code)
+        addRuntimeEvent('warn', 'websocket', `连接关闭 code=${ev.code} reason=${ev.reason || '-'}，${Math.round(delay / 1000)}s 后重连`, {
+          code: ev.code,
+          attempt: reconnectAttempts + 1,
+        })
+        reconnectAttempts++
+        reconnectTimer = setTimeout(() => connect(callbacks), delay)
       }
     }
   })
@@ -253,6 +274,7 @@ export function connect(cbs: WSCallbacks): Promise<void> {
 
 export function disconnect() {
   intentionalClose = true
+  reconnectAttempts = 0
   stopHeartbeat()
   if (reconnectTimer) {
     clearTimeout(reconnectTimer)
diff --git a/client/src/services/webviewKeyboardFallback.ts b/client/src/services/webviewKeyboardFallback.ts
index 80840ee..49add0a 100644
--- a/client/src/services/webviewKeyboardFallback.ts
+++ b/client/src/services/webviewKeyboardFallback.ts
@@ -11,31 +11,7 @@
 
 import { emit } from '@tauri-apps/api/event'
 import { getSetting } from './store'
-
-// PTT setting 值直接对应 DOM KeyboardEvent.code
-const SETTING_TO_CODE: Record<string, string> = {
-  AltLeft: 'AltLeft',
-  AltRight: 'AltRight',
-  ControlLeft: 'ControlLeft',
-  ControlRight: 'ControlRight',
-  ShiftLeft: 'ShiftLeft',
-  ShiftRight: 'ShiftRight',
-  CapsLock: 'CapsLock',
-  Space: 'Space',
-  F1: 'F1', F2: 'F2', F3: 'F3', F4: 'F4',
-  F5: 'F5', F6: 'F6', F7: 'F7', F8: 'F8',
-  F9: 'F9', F10: 'F10', F11: 'F11', F12: 'F12',
-}
-
-const SETTING_TO_VK: Record<string, number> = {
-  AltLeft: 0xA4, AltRight: 0xA5,
-  ControlLeft: 0xA2, ControlRight: 0xA3,
-  ShiftLeft: 0xA0, ShiftRight: 0xA1,
-  CapsLock: 0x14, Space: 0x20,
-  F1: 0x70, F2: 0x71, F3: 0x72, F4: 0x73,
-  F5: 0x74, F6: 0x75, F7: 0x76, F8: 0x77,
-  F9: 0x78, F10: 0x79, F11: 0x7A, F12: 0x7B,
-}
+import { SETTING_TO_VK, settingToCode } from '@/lib/shortcutKeys'
 
 // PTT Lab 固定使用右 Ctrl
 const PTT_LAB_CODE = 'ControlRight'
@@ -161,7 +137,7 @@ export async function refreshPTTSetting() {
     pttSetting = 'AltLeft'
     console.warn('[webview-kb] failed to load PTT setting, using fallback:', error)
   }
-  pttCode = SETTING_TO_CODE[pttSetting] || ''
+  pttCode = settingToCode(pttSetting)
   pttKeyDown = false
 
   try {
@@ -170,7 +146,7 @@ export async function refreshPTTSetting() {
   } catch {
     hfSetting = 'AltRight'
   }
-  hfCode = SETTING_TO_CODE[hfSetting] || ''
+  hfCode = settingToCode(hfSetting)
   hfKeyDown = false
 
   console.log('[webview-kb] PTT setting refreshed:', pttSetting, '→ code:', pttCode)
diff --git a/client/src/stores/activePreset.ts b/client/src/stores/activePreset.ts
new file mode 100644
index 0000000..7c36577
--- /dev/null
+++ b/client/src/stores/activePreset.ts
@@ -0,0 +1,70 @@
+// 当前润色模式（active preset）的全局响应式状态。
+// 让 AI 整理设置页高亮、标题栏状态等多处共享同一状态：
+// 无论是页面点击切换，还是全局快捷键切换，都能实时同步刷新。
+// 采用 useSyncExternalStore 模式（与 aiEnabled 一致，无外部依赖）。
+//
+// 注意：此 store 只依赖 services/store，不依赖 services/recorder，避免循环引用。
+// 录音器缓存的刷新由调用方（页面/orchestrator）各自负责。
+
+import { getActivePresetId, getPromptPresets } from '@/services/store'
+
+type Listener = () => void
+
+export interface ActivePresetState {
+  id: string
+  name: string
+}
+
+let current: ActivePresetState = { id: 'intent', name: '' }
+let initialized = false
+const listeners = new Set<Listener>()
+
+function emitChange() {
+  for (const listener of listeners) listener()
+}
+
+async function resolve(id: string): Promise<ActivePresetState> {
+  try {
+    const presets = await getPromptPresets()
+    const found = presets.find((p) => p.id === id)
+    return { id, name: found?.name || '' }
+  } catch {
+    return { id, name: '' }
+  }
+}
+
+/** 应用启动时调用，读取初始激活预设 */
+export async function initActivePreset(): Promise<void> {
+  if (initialized) return
+  initialized = true
+  const id = await getActivePresetId()
+  current = await resolve(id)
+  emitChange()
+}
+
+export function getActivePresetSnapshot(): ActivePresetState {
+  return current
+}
+
+export function subscribeActivePreset(listener: Listener): () => void {
+  listeners.add(listener)
+  return () => listeners.delete(listener)
+}
+
+/** 用已知的 id/name 立即更新（无 IPC，供快捷键切换即时刷新 UI） */
+export function setActivePresetKnown(id: string, name: string): void {
+  if (id !== current.id || name !== current.name) {
+    current = { id, name }
+    emitChange()
+  }
+}
+
+/** 重新从持久化状态读取当前预设（切换、改名后调用），有变化才通知订阅者 */
+export async function refreshActivePreset(): Promise<void> {
+  const id = await getActivePresetId()
+  const next = await resolve(id)
+  if (next.id !== current.id || next.name !== current.name) {
+    current = next
+    emitChange()
+  }
+}
diff --git a/docs/images/readme/SayIt 用户反馈微信群.jpg b/docs/images/readme/SayIt 用户反馈微信群.jpg
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HcmV?d00001

diff --git a/server/backend/app/admin.py b/server/backend/app/admin.py
deleted file mode 100644
index cc4e1ef..0000000
--- a/server/backend/app/admin.py
+++ /dev/null
@@ -1,341 +0,0 @@
-from __future__ import annotations
-
-import secrets
-from dataclasses import dataclass, field, fields
-from pathlib import Path
-
-from fastapi import APIRouter, Body, Depends, HTTPException, Query, Request, status
-from fastapi.responses import FileResponse, JSONResponse
-from fastapi.security import HTTPBasic, HTTPBasicCredentials
-
-from .config import Config
-from .telemetry import TelemetryService
-
-_UI_PATH = Path(__file__).resolve().parents[2] / "web" / "admin.html"
-_SECURITY = HTTPBasic(auto_error=False)
-
-
-def _config(request: Request) -> Config:
-    cfg = getattr(request.app.state, "config", None)
-    if cfg is None:
-        raise HTTPException(status_code=503, detail="config not initialized")
-    return cfg
-
-
-def _telemetry(request: Request) -> TelemetryService:
-    service = getattr(request.app.state, "telemetry", None)
-    if service is None:
-        raise HTTPException(status_code=503, detail="telemetry service not initialized")
-    return service
-
-
-def _require_admin(
-    request: Request,
-    credentials: HTTPBasicCredentials | None = Depends(_SECURITY),
-) -> None:
-    cfg = _config(request)
-    if not cfg.admin.enabled:
-        raise HTTPException(status_code=404, detail="admin disabled")
-    if not cfg.admin.password:
-        raise HTTPException(status_code=503, detail="admin password not configured")
-
-    username_ok = credentials is not None and secrets.compare_digest(credentials.username, cfg.admin.username)
-    password_ok = credentials is not None and secrets.compare_digest(credentials.password, cfg.admin.password)
-    if username_ok and password_ok:
-        return
-
-    raise HTTPException(
-        status_code=status.HTTP_401_UNAUTHORIZED,
-        detail="admin authentication required",
-        headers={"WWW-Authenticate": 'Basic realm="SayIt Admin"'},
-    )
-
-
-# ---------------------------------------------------------------------------
-# Shared filter parameters
-# ---------------------------------------------------------------------------
-
-@dataclass
-class _FilterParams:
-    """Common query filters shared across admin endpoints."""
-    from_: str | None = None
-    to: str | None = None
-    user_id: str | None = None
-    user_name: str | None = None
-    app: str | None = None
-    process_name: str | None = None
-    client_ip: str | None = None
-    status: str | None = None
-    node_id: str | None = None
-    asr_model: str | None = None
-    llm_model: str | None = None
-    ai_enabled: str | None = None
-    source: str | None = None
-
-    def to_dict(self) -> dict[str, str | None]:
-        d = {f.name.rstrip("_"): getattr(self, f.name) for f in fields(self)}
-        # dataclass field is "from_" but dict key must be "from"
-        if "from_" in d:
-            d["from"] = d.pop("from_")
-        return d
-
-
-def _parse_filters(request: Request) -> _FilterParams:
-    """Build *_FilterParams* from query string — single source of truth."""
-    q = request.query_params
-    return _FilterParams(
-        from_=q.get("from"),
-        to=q.get("to"),
-        user_id=q.get("user_id"),
-        user_name=q.get("user_name"),
-        app=q.get("app"),
-        process_name=q.get("process_name"),
-        client_ip=q.get("client_ip"),
-        status=q.get("status"),
-        node_id=q.get("node_id"),
-        asr_model=q.get("asr_model"),
-        llm_model=q.get("llm_model"),
-        ai_enabled=q.get("ai_enabled"),
-        source=q.get("source"),
-    )
-
-
-router = APIRouter(prefix="/admin", tags=["admin"], dependencies=[Depends(_require_admin)])
-
-# Serve admin UI without auth (login is handled client-side)
-_public_router = APIRouter(prefix="/admin", tags=["admin"])
-
-
-@_public_router.get("")
-@_public_router.get("/")
-async def admin_ui() -> FileResponse:
-    return FileResponse(_UI_PATH)
-
-
-# ---------------------------------------------------------------------------
-# API endpoints
-# ---------------------------------------------------------------------------
-
-@router.get("/api/overview")
-async def overview(request: Request, f: _FilterParams = Depends(_parse_filters)) -> JSONResponse:
-    return JSONResponse(_telemetry(request).get_overview(f.to_dict()))
-
-
-@router.get("/api/sessions")
-async def sessions(
-    request: Request,
-    f: _FilterParams = Depends(_parse_filters),
-    limit: int = Query(default=50, ge=1, le=200),
-    offset: int = Query(default=0, ge=0),
-    sort: str | None = Query(default=None),
-) -> JSONResponse:
-    return JSONResponse(_telemetry(request).list_sessions(f.to_dict(), limit=limit, offset=offset, sort=sort))
-
-
-@router.get("/api/sessions/{session_id}")
-async def session_detail(request: Request, session_id: str) -> JSONResponse:
-    detail = _telemetry(request).get_session_detail(session_id)
-    if not detail:
-        return JSONResponse({"error": "not found"}, status_code=404)
-    return JSONResponse(detail)
-
-
-@router.get("/api/metrics/by-app")
-async def metrics_by_app(request: Request, f: _FilterParams = Depends(_parse_filters)) -> JSONResponse:
-    return JSONResponse(_telemetry(request).metric_by_group(f.to_dict(), "process_name"))
-
-
-@router.get("/api/metrics/by-user")
-async def metrics_by_user(request: Request, f: _FilterParams = Depends(_parse_filters)) -> JSONResponse:
-    return JSONResponse(_telemetry(request).metric_by_group(f.to_dict(), "user_id"))
-
-
-@router.get("/api/metrics/by-model")
-async def metrics_by_model(request: Request, f: _FilterParams = Depends(_parse_filters)) -> JSONResponse:
-    d = f.to_dict()
-    return JSONResponse({
-        "asr": _telemetry(request).metric_by_group(d, "asr_model"),
-        "llm": _telemetry(request).metric_by_group(d, "llm_model"),
-    })
-
-
-@router.get("/api/metrics/timeline")
-async def metrics_timeline(
-    request: Request,
-    f: _FilterParams = Depends(_parse_filters),
-    bucket: str = Query(default="day"),
-) -> JSONResponse:
-    return JSONResponse(_telemetry(request).timeline(f.to_dict(), "hour" if bucket == "hour" else "day"))
-
-
-@router.get("/api/metrics/duration-distribution")
-async def duration_distribution(request: Request, f: _FilterParams = Depends(_parse_filters)) -> JSONResponse:
-    return JSONResponse(_telemetry(request).duration_distribution(f.to_dict()))
-
-
-@router.get("/api/metrics/percentiles")
-async def metrics_percentiles(request: Request, f: _FilterParams = Depends(_parse_filters)) -> JSONResponse:
-    return JSONResponse(_telemetry(request).get_percentiles(f.to_dict()))
-
-
-@router.get("/api/service-logs")
-async def service_logs(
-    request: Request,
-    limit: int = Query(default=50, ge=1, le=200),
-    level: str | None = Query(default=None),
-    from_: str | None = Query(default=None, alias="from"),
-    to: str | None = Query(default=None),
-    q: str | None = Query(default=None),
-) -> JSONResponse:
-    return JSONResponse(_telemetry(request).list_service_logs(limit=limit, level=level, from_=from_, to=to, q=q))
-
-
-@router.get("/api/system-info")
-async def system_info(request: Request) -> JSONResponse:
-    cfg = _config(request)
-    llm = cfg.llm
-    provider = llm.provider.lower() if llm.enabled else None
-    model_map = {"openai": llm.openai_model, "azure": llm.azure_deployment, "groq": llm.groq_model, "ollama": llm.ollama_model}
-    web_llm = cfg.web_demo.llm
-    web_provider = web_llm.provider.lower() if web_llm.enabled else None
-    web_model_map = {"openai": web_llm.openai_model, "azure": web_llm.azure_deployment, "groq": web_llm.groq_model, "ollama": web_llm.ollama_model}
-    return JSONResponse({
-        "asr_engine": cfg.asr.engine,
-        "asr_model": cfg.asr.model,
-        "llm": {"enabled": llm.enabled, "provider": provider, "model": model_map.get(provider, "-") if provider else "-"},
-        "web_demo_llm": {"enabled": web_llm.enabled, "provider": web_provider, "model": web_model_map.get(web_provider, "-") if web_provider else "-"},
-        "web_demo": {"enabled": cfg.web_demo.enabled, "max_duration_sec": cfg.web_demo.max_duration_sec, "max_concurrency_per_ip": cfg.web_demo.max_concurrency_per_ip},
-        "node_id": cfg.telemetry.node_id,
-        "deployment_mode": cfg.telemetry.deployment_mode,
-        "resources": _collect_resources(),
-    })
-
-
-def _collect_resources() -> dict:
-    """Collect CPU / memory / disk / GPU metrics."""
-    import psutil
-
-    mem = psutil.virtual_memory()
-    disk = psutil.disk_usage("/")
-    boot = psutil.boot_time()
-    uptime_sec = int(__import__("time").time() - boot)
-    info: dict = {
-        "cpu_percent": psutil.cpu_percent(interval=0),
-        "cpu_count": psutil.cpu_count(),
-        "mem_total_gb": round(mem.total / (1 << 30), 1),
-        "mem_used_gb": round(mem.used / (1 << 30), 1),
-        "mem_percent": mem.percent,
-        "disk_total_gb": round(disk.total / (1 << 30), 1),
-        "disk_used_gb": round(disk.used / (1 << 30), 1),
-        "disk_percent": disk.percent,
-        "uptime_sec": uptime_sec,
-        "gpus": [],
-    }
-    try:
-        import subprocess
-
-        r = subprocess.run(
-            ["nvidia-smi", "--query-gpu=index,name,utilization.gpu,memory.used,memory.total,temperature.gpu", "--format=csv,noheader,nounits"],
-            capture_output=True, text=True, timeout=5,
-        )
-        if r.returncode == 0:
-            for line in r.stdout.strip().splitlines():
-                parts = [p.strip() for p in line.split(",")]
-                if len(parts) >= 6:
-                    info["gpus"].append({
-                        "index": int(parts[0]),
-                        "name": parts[1],
-                        "util_percent": int(parts[2]),
-                        "mem_used_mb": int(parts[3]),
-                        "mem_total_mb": int(parts[4]),
-                        "temp_c": int(parts[5]),
-                    })
-    except Exception:
-        pass
-    return info
-
-
-# ---------------------------------------------------------------------------
-# Protected operational endpoints (moved from public API)
-# ---------------------------------------------------------------------------
-
-@router.get("/api/healthz-details")
-async def healthz_details(request: Request) -> JSONResponse:
-    cfg = _config(request)
-    from .main import asr_engine, llm_engine, web_demo_llm_engine, _active_ws_count, _get_telemetry
-    return JSONResponse({
-        "status": "ok",
-        "asr": asr_engine is not None,
-        "asr_engine": cfg.asr.engine,
-        "asr_model": cfg.asr.model,
-        "llm": cfg.llm.enabled and llm_engine is not None,
-        "web_demo": {
-            "enabled": cfg.web_demo.enabled,
-            "llm": cfg.web_demo.llm.enabled and web_demo_llm_engine is not None,
-            "max_duration_sec": cfg.web_demo.max_duration_sec,
-            "max_concurrency_per_ip": cfg.web_demo.max_concurrency_per_ip,
-        },
-        "telemetry": _get_telemetry().health_summary() if _get_telemetry() else None,
-        "active_connections": _active_ws_count,
-    })
-
-
-@router.get("/api/hotwords")
-async def get_hotwords(request: Request) -> JSONResponse:
-    from .main import asr_engine
-    return JSONResponse(asr_engine.get_hotwords() if asr_engine else [])
-
-
-@router.put("/api/hotwords")
-async def put_hotwords(request: Request, payload: list[str] = Body(default=[])) -> JSONResponse:
-    from .main import asr_engine
-    if not asr_engine:
-        return JSONResponse({"error": "ASR not loaded"}, status_code=503)
-    return JSONResponse(asr_engine.set_hotwords(payload))
-
-
-@router.get("/api/asr-tuning")
-async def get_asr_tuning(request: Request) -> JSONResponse:
-    from .main import asr_engine
-    if not asr_engine:
-        return JSONResponse({"error": "ASR not loaded"}, status_code=503)
-    return JSONResponse(asr_engine.get_batching())
-
-
-@router.put("/api/asr-tuning")
-async def put_asr_tuning(request: Request, payload: dict = Body(default={})) -> JSONResponse:
-    from .main import asr_engine
-    if not asr_engine:
-        return JSONResponse({"error": "ASR not loaded"}, status_code=503)
-    return JSONResponse(asr_engine.set_batching(
-        batch_max_size=payload.get("batch_max_size"),
-        batch_wait_ms=payload.get("batch_wait_ms"),
-    ))
-
-
-@router.get("/api/feedback")
-async def list_feedback(
-    request: Request,
-    t: TelemetryService = Depends(_telemetry),
-    limit: int = Query(default=50, ge=1, le=200),
-    offset: int = Query(default=0, ge=0),
-) -> JSONResponse:
-    import json as _json
-    db = t._db
-    p = db.dialect.placeholder
-    rows = db.fetch_all(
-        f"SELECT * FROM feedback ORDER BY created_at DESC LIMIT {p} OFFSET {p}",
-        (limit, offset),
-    )
-    total = db.fetch_one("SELECT COUNT(*) as cnt FROM feedback")
-    items = []
-    for r in rows:
-        item = dict(r)
-        for k in ("transcript_json", "context_json"):
-            if item.get(k):
-                try:
-                    item[k] = _json.loads(item[k])
-                except Exception:
-                    pass
-        items.append(item)
-    return JSONResponse({"items": items, "total": (total or {}).get("cnt", 0)})
diff --git a/server/backend/app/main.py b/server/backend/app/main.py
index a50246e..be741ef 100644
--- a/server/backend/app/main.py
+++ b/server/backend/app/main.py
@@ -17,14 +17,12 @@ from fastapi.middleware.cors import CORSMiddleware
 from fastapi.responses import FileResponse, JSONResponse
 from fastapi.staticfiles import StaticFiles
 
-from .admin import _public_router as admin_public_router, router as admin_router
 from .asr import ASREngine
 from .config import load_config
 from .db import Database
 from .diagnostics import create_upload_token, router as diagnostics_router
 from .llm import LLMEngine
 from .logging_setup import attach_database_log_handler, bind_log_context, configure_logging, reset_log_context
-from .recorder import Recorder
 from .ratelimit import RateLimitMiddleware
 from .releases import read_public_download, read_release_manifest, resolve_release_file
 from .telemetry import TelemetryService
@@ -36,15 +34,22 @@ logger = logging.getLogger("sayit")
 asr_engine: ASREngine | None = None
 llm_engine: LLMEngine | None = None
 web_demo_llm_engine: LLMEngine | None = None
-recorder: Recorder | None = None
 database: Database | None = None
 telemetry_service: TelemetryService | None = None
 _web_demo_active_by_ip: dict[str, int] = defaultdict(int)
 _active_ws_count: int = 0
 _active_ws_ids: set[str] = set()
-_ws_by_ip: dict[str, int] = defaultdict(int)
+# 每个真实客户端 IP -> 该 IP 当前存活连接的 cid 集合（用集合而非整数，计数由存活连接派生，永不漂移）
+_ws_by_ip: dict[str, set[str]] = defaultdict(set)
 _MAX_WS_TOTAL = 200
 _MAX_WS_PER_IP = 10
+# 接收空闲超时：客户端每 30s 发一次 ping；超过此时长无任何消息即视为死连接并回收，
+# 避免半开/异常掉线的连接长期占用 per-IP 配额（不再依赖 OS TCP 超时，可能长达几分钟）。
+_WS_IDLE_TIMEOUT_SEC = 90
+# WebSocket 关闭码：不同拒绝/关闭原因用不同 code，客户端与日志据此区分排查
+_WS_CLOSE_SERVER_FULL = 1013     # 服务器整体到达容量上限（标准“稍后再试”）
+_WS_CLOSE_PER_IP_LIMIT = 4029    # 该客户端 IP 并发连接过多（对应 HTTP 429 语义）
+_WS_CLOSE_IDLE = 4000            # 服务端回收空闲/疑似死连接
 _MAX_PCM_BYTES = 10 * 1024 * 1024  # 10MB ≈ 5 min of 16kHz 16-bit mono
 
 
@@ -59,15 +64,13 @@ def _llm_model_name(profile) -> str:
 
 @asynccontextmanager
 async def _lifespan(app: FastAPI):
-    global asr_engine, llm_engine, web_demo_llm_engine, recorder, database, telemetry_service
+    global asr_engine, llm_engine, web_demo_llm_engine, database, telemetry_service
 
     database = Database(cfg.telemetry.db_path, backend=cfg.telemetry.db_backend)
     database.initialize()
     attach_database_log_handler(database)
     telemetry_service = TelemetryService(cfg, database)
     app.state.telemetry = telemetry_service
-
-    recorder = Recorder(cfg)
     logger.info("Telemetry ready db=%s", cfg.telemetry.db_path)
 
     try:
@@ -108,7 +111,6 @@ async def _lifespan(app: FastAPI):
     llm_status = f"{cfg.llm.provider} / {_llm_model_name(cfg.llm)}" if cfg.llm.enabled and llm_engine else "disabled"
     web_llm_status = f"{cfg.web_demo.llm.provider} / {_llm_model_name(cfg.web_demo.llm)}" if cfg.web_demo.llm.enabled and web_demo_llm_engine else "disabled"
     demo_status = f"enabled (LLM: {web_llm_status})" if cfg.web_demo.enabled else "disabled"
-    admin_pw_warning = " (⚠ default password)" if cfg.admin.password == "sayit" else ""
 
     logger.info(
         "\n"
@@ -118,17 +120,13 @@ async def _lifespan(app: FastAPI):
         "  │ ASR:   %-34s │\n"
         "  │ LLM:   %-34s │\n"
         "  │ Demo:  %-34s │\n"
-        "  │ Admin: %-34s │\n"
         "  │ HTTP:  %-34s │\n"
         "  └──────────────────────────────────────────┘",
         f"{cfg.asr.engine} ({cfg.asr.model})",
         llm_status,
         demo_status,
-        f"{cfg.admin.username}:***{admin_pw_warning}",
         f":{cfg.server.port}",
     )
-    if cfg.admin.password == "sayit":
-        logger.warning("Admin is using the DEFAULT password. Set SAYIT_ADMIN_PASSWORD to change it.")
     if cfg.llm.enabled and not llm_engine:
         logger.warning("LLM is configured but failed to initialize. Check API keys and provider settings.")
 
@@ -147,8 +145,6 @@ async def _lifespan(app: FastAPI):
 app = FastAPI(title="SayIt", lifespan=_lifespan)
 app.state.config = cfg
 app.include_router(diagnostics_router)
-app.include_router(admin_public_router)
-app.include_router(admin_router)
 
 app.add_middleware(
     CORSMiddleware,
@@ -323,6 +319,22 @@ def _client_ip(ws: WebSocket) -> tuple[str | None, str | None]:
     return direct, forwarded_for
 
 
+def _client_ip_key(direct: str | None, forwarded: str | None) -> str:
+    """用于“按 IP 限流/计数”的真实客户端 IP。
+
+    ALB 后 ws.client.host 恒为 ALB 内网地址（所有用户相同），必须取 X-Forwarded-For
+    的真实客户端 IP；且 XFF 可能是 "client, proxy1, ..." 列表，取最左第一个（与 diagnostics 一致）。
+
+    注意：最左值理论上可被客户端伪造。单层可信 ALB 场景足够；若前置更多不可信代理，
+    应按“可信代理跳数”从右侧取值，避免被伪造成他人 IP 定向占额。
+    """
+    if forwarded:
+        first = forwarded.split(",")[0].strip()
+        if first:
+            return first
+    return (direct or "unknown").strip() or "unknown"
+
+
 def _is_web_demo(ws: WebSocket) -> bool:
     return (ws.query_params.get("client") or "").strip().lower() == "web_demo"
 
@@ -577,34 +589,31 @@ async def ws_transcribe(ws: WebSocket):
     telemetry = _get_telemetry()
     is_web_demo = _is_web_demo(ws)
     client_ip_direct, client_ip_forwarded = _client_ip(ws)
-    ws_ip_key = (client_ip_direct or "unknown").strip() or "unknown"
+    ws_ip_key = _client_ip_key(client_ip_direct, client_ip_forwarded)
 
-    # Connection limits
+    # 先 accept，再用带专属 close code 的关闭来拒绝：
+    # 若在 accept 之前 close，框架会以 HTTP 403 拒绝握手，客户端只能看到通用错误(1006)，无法区分原因。
+    await ws.accept()
+
+    # Connection limits（拒绝时不计数、也不进入下方的 try/finally）
     if _active_ws_count >= _MAX_WS_TOTAL:
-        await ws.close(1013, "server at capacity")
+        logger.warning("ws rejected (server full): active=%d cid=%s", _active_ws_count, cid)
+        await ws.close(_WS_CLOSE_SERVER_FULL, "server at capacity")
         reset_log_context(connection_tokens)
         return
-    if _ws_by_ip[ws_ip_key] >= _MAX_WS_PER_IP:
-        await ws.close(1013, "too many connections from this IP")
+    if len(_ws_by_ip.get(ws_ip_key, ())) >= _MAX_WS_PER_IP:
+        logger.warning(
+            "ws rejected (per-ip limit): ip=%s count=%d cid=%s",
+            ws_ip_key, len(_ws_by_ip.get(ws_ip_key, ())), cid,
+        )
+        await ws.close(_WS_CLOSE_PER_IP_LIMIT, "too many connections from this IP")
         reset_log_context(connection_tokens)
         return
 
     if telemetry:
         telemetry.record_connection_event(cid, "ws_connected", None)
 
-    await ws.accept()
-    _active_ws_ids.add(cid)
-    _active_ws_count = len(_active_ws_ids)
-    _ws_by_ip[ws_ip_key] += 1
-    await ws.send_json(
-        {
-            "type": "ready",
-            "connection_id": cid,
-            "asr": asr_engine is not None,
-            "llm": _selected_llm_engine(is_web_demo) is not None,
-            "client": "web_demo" if is_web_demo else "desktop",
-        }
-    )
+    # 计数注册与 ready 发送移入下方 try，确保任何异常都会经 finally 释放（避免计数泄漏）。
 
     pcm_buffers: list[bytes] = []
     pcm_total_bytes: int = 0
@@ -675,10 +684,6 @@ async def ws_transcribe(ws: WebSocket):
             session_id = None
             return
 
-        rec_path = None
-        if telemetry:
-            telemetry.record_debug_audio(current_session_id, cid, rec_path)
-
         audio = np.frombuffer(all_pcm, dtype=np.int16).astype(np.float32) / 32768.0
         if len(audio) / 16000.0 < 0.3:
             if telemetry:
@@ -746,6 +751,7 @@ async def ws_transcribe(ws: WebSocket):
             return
 
         llm_debug = result.get("llm_debug", {}) if isinstance(result.get("llm_debug"), dict) else {}
+
         if telemetry:
             telemetry.record_pipeline_result(
                 current_session_id,
@@ -782,6 +788,18 @@ async def ws_transcribe(ws: WebSocket):
             "asr_engine": cfg.asr.engine,
             "asr_model": "FireRedASR2-AED-TensorRT" if cfg.asr.engine == "firered" else cfg.asr.model,
         }
+        # Audit log: metadata only (no transcript text persisted)
+        logger.info(
+            "audit ip=%s user=%s process=%s dur=%.1fs asr_ms=%d llm_ms=%d asr_len=%d llm_len=%d",
+            client_ip_forwarded or client_ip_direct or "-",
+            client_meta.get("user_id") or client_meta.get("user_name") or "-",
+            app_context.get("process_name") or "-",
+            result.get("duration_sec", 0),
+            result.get("asr_ms", 0),
+            result.get("llm_ms", 0),
+            len(result.get("asr_text", "")),
+            len(result.get("llm_text", "")),
+        )
         if cmp:
             msg["compare_no_hotwords"] = cmp
         await ws.send_json(msg)
@@ -793,8 +811,29 @@ async def ws_transcribe(ws: WebSocket):
         session_id = None
 
     try:
+        # 在 try 内注册连接计数，保证任何异常（含 accept 后立即断开）都会经 finally 释放
+        _active_ws_ids.add(cid)
+        _active_ws_count = len(_active_ws_ids)
+        _ws_by_ip[ws_ip_key].add(cid)
+        await ws.send_json(
+            {
+                "type": "ready",
+                "connection_id": cid,
+                "asr": asr_engine is not None,
+                "llm": _selected_llm_engine(is_web_demo) is not None,
+                "client": "web_demo" if is_web_demo else "desktop",
+            }
+        )
         while True:
-            msg = await ws.receive()
+            try:
+                msg = await asyncio.wait_for(ws.receive(), timeout=_WS_IDLE_TIMEOUT_SEC)
+            except asyncio.TimeoutError:
+                logger.info("ws idle %ds, reaping cid=%s ip=%s", _WS_IDLE_TIMEOUT_SEC, cid, ws_ip_key)
+                try:
+                    await ws.close(_WS_CLOSE_IDLE, "idle timeout")
+                except RuntimeError:
+                    pass
+                break
             if msg["type"] == "websocket.disconnect":
                 break
             raw = msg.get("bytes")
@@ -825,7 +864,7 @@ async def ws_transcribe(ws: WebSocket):
                     await ws.send_json({"type": "done"})
                     continue
                 if is_web_demo and not web_demo_slot_acquired:
-                    if not _try_acquire_web_demo_slot(client_ip_direct):
+                    if not _try_acquire_web_demo_slot(ws_ip_key):
                         await ws.send_json(
                             {
                                 "type": "error",
@@ -898,14 +937,15 @@ async def ws_transcribe(ws: WebSocket):
     finally:
         _active_ws_ids.discard(cid)
         _active_ws_count = len(_active_ws_ids)
-        if _ws_by_ip.get(ws_ip_key, 0) <= 1:
-            _ws_by_ip.pop(ws_ip_key, None)
-        else:
-            _ws_by_ip[ws_ip_key] -= 1
+        conns = _ws_by_ip.get(ws_ip_key)
+        if conns is not None:
+            conns.discard(cid)
+            if not conns:
+                _ws_by_ip.pop(ws_ip_key, None)
         if telemetry:
             telemetry.mark_disconnected(session_id, cid)
         if web_demo_slot_acquired:
-            _release_web_demo_slot(client_ip_direct)
+            _release_web_demo_slot(ws_ip_key)
         _clear_session_context()
         logger.info("ws disconnected")
         reset_log_context(connection_tokens)
diff --git a/server/backend/app/recorder.py b/server/backend/app/recorder.py
deleted file mode 100644
index e2f37a2..0000000
--- a/server/backend/app/recorder.py
+++ /dev/null
@@ -1,27 +0,0 @@
-"""Recording manager: disabled – audio is not persisted server-side."""
-from __future__ import annotations
-
-import logging
-
-from .config import Config
-
-logger = logging.getLogger("sayit.recorder")
-
-
-class Recorder:
-    """No-op recorder. Audio files are never saved on the backend."""
-
-    def __init__(self, config: Config) -> None:
-        pass
-
-    def save(self, pcm_bytes: bytes, connection_id: str) -> None:
-        return None
-
-    def list_recordings(self) -> list[dict]:
-        return []
-
-    def get_path(self, name: str) -> None:
-        return None
-
-    def cleanup_expired(self, retention_days: int) -> int:
-        return 0
diff --git a/server/backend/tests/test_admin.py b/server/backend/tests/test_admin.py
deleted file mode 100644
index bf35cf0..0000000
--- a/server/backend/tests/test_admin.py
+++ /dev/null
@@ -1,85 +0,0 @@
-from __future__ import annotations
-
-import base64
-import shutil
-import tempfile
-import unittest
-from pathlib import Path
-
-from fastapi import FastAPI
-from fastapi.testclient import TestClient
-
-from backend.app.admin import router as admin_router, _public_router as admin_public_router
-from backend.app.config import Config, TelemetryConfig, AdminConfig, LoggingConfig
-from backend.app.db import Database
-from backend.app.telemetry import TelemetryService
-
-
-class AdminRouterTests(unittest.TestCase):
-    def setUp(self) -> None:
-        self._tmpdir = Path(tempfile.mkdtemp(prefix="sayit-admin-test-"))
-        self.cfg = Config(
-            telemetry=TelemetryConfig(
-                enabled=True,
-                db_path=str(self._tmpdir / "sayit.sqlite3"),
-            ),
-            logging=LoggingConfig(
-                file=str(self._tmpdir / "backend.log"),
-            ),
-            admin=AdminConfig(
-                enabled=True,
-                username="admin",
-                password="secret",
-            ),
-        )
-        self.db = Database(self.cfg.telemetry.db_path)
-        self.db.initialize()
-        self.telemetry = TelemetryService(self.cfg, self.db)
-
-        self.app = FastAPI()
-        self.app.state.config = self.cfg
-        self.app.state.telemetry = self.telemetry
-        self.app.include_router(admin_public_router)
-        self.app.include_router(admin_router)
-        self.client = TestClient(self.app)
-
-    def tearDown(self) -> None:
-        self.db.close()
-        shutil.rmtree(self._tmpdir, ignore_errors=True)
-
-    def _auth_headers(self) -> dict[str, str]:
-        token = base64.b64encode(b"admin:secret").decode("ascii")
-        return {"Authorization": f"Basic {token}"}
-
-    def test_admin_requires_basic_auth(self) -> None:
-        # Admin API endpoints require auth
-        response = self.client.get("/admin/api/overview")
-        self.assertEqual(response.status_code, 401)
-        self.assertIn("Basic", response.headers.get("www-authenticate", ""))
-
-    def test_admin_ui_and_api_work_with_auth(self) -> None:
-        # Admin UI page is served without auth (login handled client-side)
-        ui = self.client.get("/admin")
-        self.assertIn(ui.status_code, (200, 404))  # 404 if admin.html not at expected path in test env
-
-        overview = self.client.get("/admin/api/overview", headers=self._auth_headers())
-        self.assertEqual(overview.status_code, 200)
-        self.assertEqual(overview.json()["total_sessions"], 0)
-
-    def test_service_logs_endpoint_returns_rows(self) -> None:
-        self.db.execute(
-            """
-            INSERT INTO service_logs(created_at, level, logger_name, node_id, session_id, connection_id, message, payload_json)
-            VALUES (?, ?, ?, ?, ?, ?, ?, ?)
-            """,
-            (1234567890, "WARNING", "sayit.test", "node-1", "sid-1", "cid-1", "example warning", "{}"),
-        )
-        response = self.client.get("/admin/api/service-logs", headers=self._auth_headers())
-        self.assertEqual(response.status_code, 200)
-        payload = response.json()
-        self.assertEqual(len(payload), 1)
-        self.assertEqual(payload[0]["message"], "example warning")
-
-
-if __name__ == "__main__":
-    unittest.main()
diff --git a/server/web/admin.css b/server/web/admin.css
deleted file mode 100644
index 0f0d37e..0000000
--- a/server/web/admin.css
+++ /dev/null
@@ -1,425 +0,0 @@
-/* ===== SayIt Admin v3 — Impeccable redesign ===== */
-
-/* --- 浅色（与 Tauri 客户端 light 主题一致） --- */
-:root, [data-theme="light"] {
-  --background: 0 0% 100%; --foreground: 240 10% 3.9%;
-  --card: 0 0% 100%; --card-foreground: 240 10% 3.9%;
-  --primary: 240 5.9% 10%; --primary-foreground: 0 0% 98%;
-  --secondary: 240 4.8% 95.9%; --secondary-foreground: 240 5.9% 10%;
-  --muted: 240 4.8% 95.9%; --muted-foreground: 240 3.8% 46.1%;
-  --accent: 240 4.8% 95.9%; --accent-foreground: 240 5.9% 10%;
-  --destructive: 0 84.2% 60.2%; --destructive-foreground: 0 0% 98%;
-  --border: 240 5.9% 90%; --input: 240 5.9% 90%;
-  --ring: 240 5.9% 10%; --radius: 0.5rem;
-  --sidebar-bg: 0 0% 100%; --sidebar-border: 240 5.9% 90%;
-  --sidebar-item-active-bg: 240 4.8% 95.9%; --sidebar-item-hover-bg: 240 4.8% 97.9%;
-  --sidebar-text: 240 4% 46%; --sidebar-text-active: 240 10% 3.9%;
-  --input-bg: 0 0% 100%; --input-border: 240 5.9% 90%;
-  --input-focus-border: 240 5.9% 10%; --input-placeholder: 240 4% 65%;
-  --success: 142 76% 36%; --success-foreground: 0 0% 100%;
-  --warning: 38 92% 50%; --warning-foreground: 0 0% 100%;
-  --info: 199 89% 48%; --info-foreground: 0 0% 100%;
-}
-/* 深色（与 Tauri 客户端 dark 主题一致） */
-[data-theme="dark"] {
-  --background: 0 0% 12%; --foreground: 0 0% 90%;
-  --card: 0 0% 15%; --card-foreground: 0 0% 90%;
-  --primary: 210 60% 58%; --primary-foreground: 0 0% 100%;
-  --secondary: 0 0% 18%; --secondary-foreground: 0 0% 88%;
-  --muted: 0 0% 18%; --muted-foreground: 0 0% 65%;
-  --accent: 0 0% 20%; --accent-foreground: 0 0% 90%;
-  --destructive: 0 60% 55%; --destructive-foreground: 0 0% 95%;
-  --border: 0 0% 22%; --input: 0 0% 22%;
-  --ring: 210 60% 58%; --radius: 0.5rem;
-  --sidebar-bg: 0 0% 10%; --sidebar-border: 0 0% 18%;
-  --sidebar-item-active-bg: 0 0% 18%; --sidebar-item-hover-bg: 0 0% 16%;
-  --sidebar-text: 0 0% 60%; --sidebar-text-active: 0 0% 92%;
-  --input-bg: 0 0% 13%; --input-border: 0 0% 22%;
-  --input-focus-border: 210 60% 58%; --input-placeholder: 0 0% 45%;
-  --success: 120 40% 55%; --success-foreground: 0 0% 100%;
-  --warning: 40 80% 60%; --warning-foreground: 0 0% 10%;
-  --info: 210 60% 58%; --info-foreground: 0 0% 100%;
-}
-/* Claude Style 暖色（与 Tauri 客户端 claude 主题一致） */
-[data-theme="claude"] {
-  --background: 40 33% 97%; --foreground: 25 8% 20%;
-  --card: 40 33% 98%; --card-foreground: 25 8% 20%;
-  --primary: 22 85% 38%; --primary-foreground: 40 33% 97%;
-  --secondary: 37 22% 90%; --secondary-foreground: 25 8% 20%;
-  --muted: 37 22% 90%; --muted-foreground: 25 6% 50%;
-  --accent: 37 22% 90%; --accent-foreground: 25 8% 20%;
-  --destructive: 0 72% 51%; --destructive-foreground: 0 0% 100%;
-  --border: 37 18% 84%; --input: 37 18% 84%;
-  --ring: 22 85% 38%; --radius: 0.5rem;
-  --sidebar-bg: 37 22% 92%; --sidebar-border: 37 18% 84%;
-  --sidebar-item-active-bg: 22 25% 86%; --sidebar-item-hover-bg: 37 22% 88%;
-  --sidebar-text: 25 6% 50%; --sidebar-text-active: 25 8% 20%;
-  --input-bg: 40 33% 98%; --input-border: 37 18% 84%;
-  --input-focus-border: 22 85% 38%; --input-placeholder: 25 6% 62%;
-  --success: 152 60% 36%; --success-foreground: 0 0% 100%;
-  --warning: 38 85% 48%; --warning-foreground: 30 20% 12%;
-  --info: 210 65% 50%; --info-foreground: 0 0% 100%;
-}
-
-/* --- P0.2 排版：5 级字号 + tabular-nums --- */
-*, *::before, *::after { box-sizing: border-box; margin: 0; padding: 0; }
-body {
-  font-family: "Segoe UI","PingFang SC","Microsoft YaHei",sans-serif;
-  background: hsl(var(--background)); color: hsl(var(--foreground));
-  font-size: 14px; line-height: 1.6;
-}
-/* type scale: 12 / 13 / 14(base) / 17 / 22 */
-.text-xs { font-size: 12px; }
-.text-sm { font-size: 13px; }
-.text-lg { font-size: 17px; }
-.text-xl { font-size: 22px; }
-
-/* --- P0.3 间距 token (4pt base) --- */
-/* 4 8 12 16 20 24 32 48 */
-
-/* --- P2.7 动效 token --- */
-:root {
-  --ease-out: cubic-bezier(0.25, 1, 0.5, 1);
-  --dur-fast: 120ms;
-  --dur-normal: 200ms;
-}
-
-/* --- 登录 --- */
-.login-mask {
-  position: fixed; inset: 0; z-index: 999;
-  background: hsl(var(--background));
-  display: flex; align-items: center; justify-content: center;
-}
-.login-box {
-  width: 340px; padding: 32px;
-  background: hsl(var(--card)); border: 1px solid hsl(var(--border));
-  border-radius: 12px;
-}
-.login-box h2 { font-size: 22px; font-weight: 700; margin-bottom: 20px; }
-.login-box .field { margin-bottom: 16px; }
-.login-box .err { color: hsl(var(--destructive)); font-size: 13px; margin-bottom: 12px; min-height: 18px; }
-
-/* --- 布局 --- */
-.layout { display: flex; height: 100vh; }
-.sidebar {
-  width: 192px; flex-shrink: 0;
-  background: hsl(var(--sidebar-bg)); border-right: 1px solid hsl(var(--sidebar-border));
-  display: flex; flex-direction: column; padding: 16px 0;
-}
-.sidebar-brand { padding: 0 16px 20px; font-size: 17px; font-weight: 700; color: hsl(var(--foreground)); }
-.sidebar-brand small { display: block; font-size: 12px; font-weight: 400; color: hsl(var(--muted-foreground)); margin-top: 2px; }
-.sidebar-nav { flex: 1; display: flex; flex-direction: column; gap: 2px; padding: 0 8px; }
-.sidebar-nav a {
-  display: flex; align-items: center; gap: 10px; padding: 8px 12px;
-  border-radius: 8px; text-decoration: none; font-size: 13px;
-  color: hsl(var(--sidebar-text));
-  transition: background var(--dur-fast) var(--ease-out), color var(--dur-fast) var(--ease-out);
-}
-.sidebar-nav a:hover { background: hsl(var(--sidebar-item-hover-bg)); color: hsl(var(--sidebar-text-active)); }
-.sidebar-nav a.active { background: hsl(var(--sidebar-item-active-bg)); color: hsl(var(--sidebar-text-active)); font-weight: 600; }
-.sidebar-nav a:focus-visible { outline: 2px solid hsl(var(--ring)); outline-offset: -2px; border-radius: 8px; }
-.sidebar-nav a svg { width: 16px; height: 16px; flex-shrink: 0; }
-.sidebar-footer {
-  padding: 12px 12px 0; border-top: 1px solid hsl(var(--sidebar-border));
-  display: flex; gap: 4px; align-items: center;
-}
-.theme-btn {
-  background: none; border: 1px solid hsl(var(--border)); border-radius: 6px;
-  padding: 3px 8px; font-size: 11px; color: hsl(var(--muted-foreground)); cursor: pointer;
-  transition: all var(--dur-fast) var(--ease-out);
-}
-.theme-btn:hover { background: hsl(var(--accent)); color: hsl(var(--accent-foreground)); }
-.theme-btn:active { transform: scale(0.95); }
-.theme-btn.active { background: hsl(var(--primary)); color: hsl(var(--primary-foreground)); border-color: transparent; }
-
-/* 主内容 */
-.main {
-  flex: 1; overflow-y: auto; padding: 32px;
-  animation: fadeIn var(--dur-normal) var(--ease-out);
-}
-@keyframes fadeIn { from { opacity: 0; } to { opacity: 1; } }
-@keyframes spin { to { transform: rotate(360deg); } }
-.main::-webkit-scrollbar { width: 6px; }
-.main::-webkit-scrollbar-track { background: transparent; }
-.main::-webkit-scrollbar-thumb { background: hsl(var(--border)); border-radius: 3px; }
-.page-header { margin-bottom: 24px; }
-.page-header h1 { font-size: 22px; font-weight: 700; letter-spacing: -0.01em; }
-.page-body { max-width: 1100px; }
-
-/* --- P1.4 交互状态 --- */
-/* 统一控件高度：正常 32px，小型 28px */
-.btn {
-  display: inline-flex; align-items: center; justify-content: center; gap: 5px;
-  border-radius: 8px; padding: 0 14px; height: 32px; font: inherit; font-size: 13px;
-  cursor: pointer; white-space: nowrap;
-  transition: all var(--dur-fast) var(--ease-out);
-}
-.btn:focus-visible { outline: 2px solid hsl(var(--ring)); outline-offset: 2px; }
-.btn:active { transform: scale(0.96); }
-.btn-primary {
-  background: hsl(var(--primary)); color: hsl(var(--primary-foreground));
-  border: 1px solid hsl(var(--primary));
-}
-.btn-primary:hover { background: hsl(var(--primary) / .88); }
-.btn-outline {
-  background: transparent; color: hsl(var(--foreground));
-  border: 1px solid hsl(var(--border));
-}
-.btn-outline:hover { background: hsl(var(--accent)); border-color: hsl(var(--accent)); }
-
-/* 快捷时间 — 小型 28px */
-.time-presets { display: flex; gap: 4px; flex-wrap: wrap; align-items: center; }
-.time-presets .btn { padding: 0 10px; height: 28px; font-size: 12px; }
-.time-presets .btn.active {
-  background: hsl(var(--primary)); color: hsl(var(--primary-foreground));
-  border-color: hsl(var(--primary));
-}
-
-/* 工具栏 */
-.toolbar { display: flex; flex-wrap: wrap; gap: 10px; align-items: flex-end; margin-bottom: 20px; }
-.toolbar .field { min-width: 0; }
-.toolbar input[type="datetime-local"], .toolbar select { width: 160px; }
-.toolbar-actions { display: flex; gap: 6px; align-items: center; }
-
-/* 表单 — 与 .btn 同高 32px */
-input, select {
-  background: hsl(var(--input-bg)); border: 1px solid hsl(var(--input-border));
-  border-radius: 8px; padding: 0 10px; height: 32px; font: inherit; font-size: 13px;
-  color: hsl(var(--foreground)); width: 100%;
-  transition: border-color var(--dur-fast) var(--ease-out), box-shadow var(--dur-fast) var(--ease-out);
-}
-input::placeholder { color: hsl(var(--input-placeholder)); }
-input:focus, select:focus { outline: none; border-color: hsl(var(--input-focus-border)); box-shadow: 0 0 0 3px hsl(var(--ring) / .12); }
-.field { display: flex; flex-direction: column; gap: 4px; }
-.field > span { font-size: 12px; color: hsl(var(--muted-foreground)); font-weight: 500; }
-
-/* --- P1.5 仪表盘：非对称布局 --- */
-.dash-status { display: grid; grid-template-columns: repeat(auto-fill, minmax(200px, 1fr)); gap: 12px; margin-bottom: 20px; }
-.status-card {
-  background: hsl(var(--card)); border: 1px solid hsl(var(--border)); border-radius: 10px;
-  padding: 14px 16px; display: flex; align-items: center; gap: 12px;
-}
-.status-card .dot { width: 10px; height: 10px; border-radius: 50%; flex-shrink: 0; }
-.status-card .dot.ok { background: hsl(var(--success)); }
-.status-card .dot.off { background: hsl(var(--muted-foreground)); }
-.status-card .info { flex: 1; min-width: 0; }
-.status-card .info .name { font-size: 13px; font-weight: 600; }
-.status-card .info .detail { font-size: 12px; color: hsl(var(--muted-foreground)); margin-top: 1px; overflow: hidden; text-overflow: ellipsis; white-space: nowrap; }
-
-.dash-metrics {
-  display: grid; grid-template-columns: repeat(auto-fill, minmax(150px, 1fr)); gap: 12px;
-  margin-bottom: 24px;
-}
-.metric-card {
-  border-radius: 10px; padding: 14px 16px;
-  border: 1px solid hsl(var(--border)); background: hsl(var(--card));
-}
-.metric-card .label { font-size: 12px; color: hsl(var(--muted-foreground)); font-weight: 500; }
-.metric-card .value {
-  font-size: 24px; font-weight: 700; margin-top: 4px; line-height: 1.2;
-  font-variant-numeric: tabular-nums;
-}
-
-.dash-bottom { display: grid; grid-template-columns: 2fr 1fr; gap: 16px; }
-
-/* --- P1.6 减少卡片嵌套 --- */
-.section { margin-bottom: 24px; }
-.section-title { font-size: 14px; font-weight: 600; margin-bottom: 12px; color: hsl(var(--foreground)); }
-.card {
-  background: hsl(var(--card)); border: 1px solid hsl(var(--border));
-  border-radius: 10px; padding: 16px 18px;
-}
-.card h3 { font-size: 14px; font-weight: 600; margin-bottom: 12px; }
-
-/* 表格 */
-table { width: 100%; border-collapse: collapse; font-variant-numeric: tabular-nums; }
-th, td { text-align: left; padding: 9px 10px; font-size: 13px; border-bottom: 1px solid hsl(var(--border)); vertical-align: top; }
-th { color: hsl(var(--muted-foreground)); font-weight: 600; font-size: 12px; }
-tr.clickable { cursor: pointer; transition: background var(--dur-fast) var(--ease-out); }
-tr.clickable:hover, tr.drill:hover { background: hsl(var(--accent)); }
-tr.clickable.active { background: hsl(var(--sidebar-item-active-bg)); }
-tr.drill { cursor: pointer; transition: background var(--dur-fast) var(--ease-out); }
-th.sortable { cursor: pointer; user-select: none; }
-th.sortable:hover { color: hsl(var(--foreground)); }
-
-/* 徽章 */
-.badge { display: inline-block; border-radius: 6px; padding: 2px 8px; font-size: 12px; white-space: nowrap; font-weight: 500; }
-.badge-success { background: hsl(var(--success) / .12); color: hsl(var(--success)); }
-.badge-warning { background: hsl(var(--warning) / .12); color: hsl(var(--warning)); }
-.badge-error { background: hsl(var(--destructive) / .12); color: hsl(var(--destructive)); }
-.badge-muted { background: hsl(var(--muted)); color: hsl(var(--muted-foreground)); }
-
-/* 分页 */
-.pagination { display: flex; align-items: center; justify-content: center; gap: 4px; margin-top: 16px; font-size: 13px; color: hsl(var(--muted-foreground)); }
-.pagination button, .pagination .pg {
-  background: transparent; color: hsl(var(--foreground)); border: 1px solid hsl(var(--border));
-  border-radius: 6px; padding: 0 10px; height: 28px; font-size: 12px; cursor: pointer;
-  transition: all var(--dur-fast) var(--ease-out);
-}
-.pagination button:disabled { opacity: .35; cursor: default; }
-.pagination button:not(:disabled):hover, .pagination .pg:hover { background: hsl(var(--accent)); }
-.pagination .pg.active { background: hsl(var(--primary)); color: hsl(var(--primary-foreground)); border-color: hsl(var(--primary)); }
-.pagination button:focus-visible, .pagination .pg:focus-visible { outline: 2px solid hsl(var(--ring)); outline-offset: 2px; }
-.pagination span { font-size: 12px; padding: 0 2px; }
-
-/* 两栏 */
-.split { display: grid; grid-template-columns: minmax(0, 1.8fr) minmax(300px, 1fr); gap: 16px; align-items: start; }
-
-/* 详情 */
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-.detail-item { background: hsl(var(--background)); border: 1px solid hsl(var(--border)); border-radius: 8px; padding: 8px 10px; }
-.detail-item .k { font-size: 11px; color: hsl(var(--muted-foreground)); font-weight: 500; }
-.detail-item .v { margin-top: 3px; font-size: 13px; overflow-wrap: anywhere; font-variant-numeric: tabular-nums; }
-
-/* 时间线 — 结构化 */
-.timeline-v { position: relative; padding-left: 20px; margin-top: 8px; max-height: 520px; overflow: auto; }
-.timeline-v::before { content: ''; position: absolute; left: 6px; top: 0; bottom: 0; width: 2px; background: hsl(var(--border)); }
-.tl-item { position: relative; padding-bottom: 16px; }
-.tl-item:last-child { padding-bottom: 0; }
-.tl-dot { position: absolute; left: -20px; top: 4px; width: 10px; height: 10px; border-radius: 50%; background: hsl(var(--muted-foreground)); border: 2px solid hsl(var(--background)); }
-.tl-item.tl-error .tl-dot { background: hsl(var(--destructive)); }
-.tl-body { background: hsl(var(--secondary)); border: 1px solid hsl(var(--border)); border-radius: 8px; padding: 8px 12px; }
-.tl-item.tl-error .tl-body { border-color: hsl(var(--destructive) / .3); background: hsl(var(--destructive) / .04); }
-.tl-head { display: flex; justify-content: space-between; align-items: center; gap: 8px; }
-.tl-label { font-size: 13px; font-weight: 600; }
-.tl-time { font-size: 11px; color: hsl(var(--muted-foreground)); white-space: nowrap; }
-.tl-details { margin-top: 6px; display: flex; flex-wrap: wrap; gap: 4px 12px; }
-.tl-kv { font-size: 12px; color: hsl(var(--muted-foreground)); overflow-wrap: anywhere; }
-.tl-kv .k { font-weight: 500; color: hsl(var(--foreground)); margin-right: 4px; }
-
-/* Top 列表 */
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-.top-list li {
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-.top-list li strong { font-variant-numeric: tabular-nums; }
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-/* 日志 */
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-.log-item .meta { font-size: 12px; color: hsl(var(--muted-foreground)); margin-bottom: 4px; }
-.log-item .msg { font-size: 13px; overflow-wrap: anywhere; line-height: 1.5; }
-.log-item.log-error { border-color: hsl(var(--destructive) / .3); background: hsl(var(--destructive) / .04); }
-.log-item.log-error .meta { color: hsl(var(--destructive)); }
-.log-item.log-warn { border-color: hsl(var(--warning) / .3); }
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-/* 系统信息 */
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-.info-card { background: hsl(var(--card)); border: 1px solid hsl(var(--border)); border-radius: 10px; padding: 20px; }
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-.info-row .k { color: hsl(var(--muted-foreground)); flex-shrink: 0; }
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-/* 统计 */
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-.analytics-section h2 { font-size: 15px; font-weight: 600; margin-bottom: 12px; }
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-/* 提示 */
-.notice { padding: 12px 16px; border-radius: 8px; font-size: 13px; margin-bottom: 16px; display: none; }
-.notice.error { display: block; background: hsl(var(--destructive) / .08); color: hsl(var(--destructive)); border: 1px solid hsl(var(--destructive) / .15); }
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-/* 趋势条形图 */
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-.bar-chart .bar {
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-.bar-chart .bar:hover { opacity: .7; }
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-/* 加载 spinner */
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-.loading-msg { color: hsl(var(--muted-foreground)); font-size: 13px; padding: 32px 0; }
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-/* 空状态 */
-.empty-state { text-align: center; padding: 32px 16px; color: hsl(var(--muted-foreground)); font-size: 13px; }
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-.hidden { display: none !important; }
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-/* ===== 移动端适配 ===== */
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-/* 汉堡按钮（仅移动端显示） */
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-}
-.mobile-header .brand { font-size: 15px; font-weight: 700; }
-.hamburger {
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-.hamburger svg { width: 22px; height: 22px; }
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-/* 侧边栏遮罩 */
-.sidebar-overlay { display: none; position: fixed; inset: 0; z-index: 90; background: rgba(0,0,0,.35); }
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-@media (max-width: 768px) {
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-  .mobile-header { display: flex; }
-
-  /* 侧边栏变为抽屉 */
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-    width: 220px;
-    transform: translateX(-100%);
-    transition: transform var(--dur-normal) var(--ease-out);
-  }
-  .sidebar.open { transform: translateX(0); }
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-  /* 主内容 */
-  .main { padding: 16px; }
-  .page-header { margin-bottom: 16px; }
-  .page-header h1 { font-size: 18px; }
-  .page-body { max-width: 100%; }
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-  /* 仪表盘 */
-  .dash-status { grid-template-columns: 1fr; }
-  .dash-metrics { grid-template-columns: repeat(2, 1fr); }
-  .dash-bottom { grid-template-columns: 1fr; }
-
-  /* 会话管理：split 变单列 */
-  .split { grid-template-columns: 1fr; }
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-  /* 表格横向滚动 */
-  .table-scroll { overflow-x: auto; -webkit-overflow-scrolling: touch; }
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-  /* 详情网格单列 */
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-
-  /* 工具栏 */
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-  .toolbar input[type="datetime-local"], .toolbar select { width: 140px; }
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-  /* 系统信息 */
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-
-  /* 登录 */
-  .login-box { width: calc(100vw - 32px); max-width: 340px; padding: 24px; }
-}
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-@media (max-width: 480px) {
-  .dash-metrics { grid-template-columns: 1fr 1fr; }
-  .metric-card .value { font-size: 20px; }
-  .time-presets .btn { padding: 4px 8px; font-size: 11px; }
-  .toolbar input[type="datetime-local"], .toolbar select { width: 120px; }
-}
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-/* Feedback detail */
-.fb-meta { display: flex; flex-wrap: wrap; gap: 6px; margin-bottom: 16px; }
-.fb-tag { display: inline-flex; align-items: center; gap: 4px; font-size: 12px; padding: 3px 10px; border-radius: 6px; background: hsl(var(--muted)); color: hsl(var(--foreground)); }
-.fb-tag .k { color: hsl(var(--muted-foreground)); font-weight: 500; }
-.fb-section { margin-bottom: 14px; }
-.fb-label { font-size: 12px; font-weight: 600; color: hsl(var(--muted-foreground)); margin-bottom: 6px; text-transform: uppercase; letter-spacing: .3px; }
-.fb-body { font-size: 13px; line-height: 1.7; color: hsl(var(--foreground)); white-space: pre-wrap; word-break: break-word; }
-.fb-scroll { max-height: 180px; overflow-y: auto; padding: 10px 14px; background: hsl(var(--muted)); border-radius: 8px; }
-.fb-mono { font-family: ui-monospace, 'SF Mono', 'Cascadia Code', 'Consolas', monospace; font-size: 12px; line-height: 1.6; }
diff --git a/server/web/admin.html b/server/web/admin.html
deleted file mode 100644
index 05a5955..0000000
--- a/server/web/admin.html
+++ /dev/null
@@ -1,34 +0,0 @@
-<!DOCTYPE html>
-<html lang="zh-CN">
-<head>
-  <meta charset="UTF-8">
-  <meta name="viewport" content="width=device-width, initial-scale=1.0">
-  <title>SayIt Admin</title>
-  <link rel="icon" type="image/x-icon" href="/favicon.ico">
-  <link rel="icon" type="image/png" sizes="16x16" href="/favicon-16.png">
-  <link rel="icon" type="image/png" sizes="32x32" href="/favicon-32.png">
-  <link rel="icon" type="image/png" sizes="48x48" href="/favicon-48.png">
-  <link rel="icon" type="image/png" sizes="192x192" href="/favicon-192.png">
-  <link rel="apple-touch-icon" href="/apple-touch-icon.png">
-  <link href="/fonts/nunito.css" rel="stylesheet">
-  <link rel="stylesheet" href="/admin.css">
-</head>
-<body>
-  <div class="sidebar-overlay" id="sidebar-overlay"></div>
-  <div class="layout">
-    <div class="mobile-header">
-      <span class="brand"><img src="/logo-72.png" alt="" width="22" height="22" style="vertical-align:middle;margin-right:6px;border-radius:4px"><span style="font-family:'Nunito',sans-serif;font-weight:800">SayIt</span> Admin</span>
-      <button class="hamburger" id="menu-btn" aria-label="菜单">
-        <svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round"><line x1="3" y1="6" x2="21" y2="6"/><line x1="3" y1="12" x2="21" y2="12"/><line x1="3" y1="18" x2="21" y2="18"/></svg>
-      </button>
-    </div>
-    <nav class="sidebar" id="sidebar">
-      <div class="sidebar-brand"><img src="/logo-72.png" alt="SayIt" width="28" height="28" style="vertical-align:middle;margin-right:8px;border-radius:6px"><span style="font-family:'Nunito',sans-serif;font-weight:800">SayIt</span><small>管理后台</small></div>
-      <div class="sidebar-nav"></div>
-      <div class="sidebar-footer"></div>
-    </nav>
-    <div class="main"></div>
-  </div>
-  <script src="/admin.js"></script>
-</body>
-</html>
diff --git a/server/web/admin.js b/server/web/admin.js
deleted file mode 100644
index 7327824..0000000
--- a/server/web/admin.js
+++ /dev/null
@@ -1,587 +0,0 @@
-/* SayIt Admin v4 */
-;(function () {
-'use strict'
-const $ = (s, c) => (c || document).querySelector(s)
-const $$ = (s, c) => [...(c || document).querySelectorAll(s)]
-function esc(s) { const d = document.createElement('div'); d.textContent = s || ''; return d.innerHTML }
-function fmtDuration(ms) {
-  if (!ms && ms !== 0) return '-'
-  const sec = ms / 1000
-  if (sec < 60) return `${sec.toFixed(1)}s`
-  const min = sec / 60
-  if (min < 60) return `${Math.floor(min)}m${Math.round(sec % 60)}s`
-  return `${Math.floor(min / 60)}h${Math.round(min % 60)}m`
-}
-function fmtMs(ms) { if (!ms && ms !== 0) return '-'; return ms >= 1000 ? `${(ms / 1000).toFixed(2)}s` : `${Math.round(ms)}ms` }
-function fmtTime(ts) { if (!ts) return '-'; return new Date(ts).toLocaleString('zh-CN', { hour12: false }) }
-function pct(v) { return `${((v || 0) * 100).toFixed(1)}%` }
-function shortModel(m) { if (!m) return '-'; const p = m.split('/'); return p[p.length - 1] }
-function cmp(cur, prev, key) {
-  if (!prev || !prev[key]) return ''
-  const diff = cur[key] - prev[key]
-  if (diff === 0) return ''
-  const p = prev[key] ? Math.round(Math.abs(diff) / prev[key] * 100) : 0
-  return diff > 0 ? ` <span style="color:hsl(var(--success));font-size:11px" title="较上一同等时段">↑${p}%</span>` : ` <span style="color:hsl(var(--destructive));font-size:11px" title="较上一同等时段">↓${p}%</span>`
-}
-const LOADING = '<div class="loading-msg"><span class="spinner"></span>加载中…</div>'
-const EMPTY = (msg, hint) => `<div class="empty-state">${msg}${hint ? `<div class="hint">${hint}</div>` : ''}</div>`
-
-/* Auth */
-let _auth = sessionStorage.getItem('sayit-admin-auth') || localStorage.getItem('sayit-admin-auth') || ''
-async function api(path, params) {
-  if (!_auth) throw new Error('未登录')
-  const qs = new URLSearchParams()
-  if (params) Object.entries(params).forEach(([k, v]) => { if (v != null && v !== '') qs.set(k, String(v)) })
-  const q = qs.toString(); const url = q ? `${path}?${q}` : path
-  const ctrl = new AbortController()
-  const timer = setTimeout(() => ctrl.abort(), 15000)
-  let res
-  try {
-    res = await fetch(url, { headers: { Accept: 'application/json', Authorization: _auth }, signal: ctrl.signal })
-  } catch (e) {
-    if (e.name === 'AbortError') throw new Error('请求超时，请检查网络连接')
-    throw new Error('网络连接失败，请检查服务器状态')
-  } finally { clearTimeout(timer) }
-  if (res.status === 401) { sessionStorage.removeItem('sayit-admin-auth'); localStorage.removeItem('sayit-admin-auth'); _auth = ''; showLogin('会话已过期，请重新登录'); throw new Error('401') }
-  if (!res.ok) throw new Error(`请求失败 (${res.status})，请稍后重试`)
-  return res.json()
-}
-function statusBadge(s) {
-  const c = s === 'success' ? 'badge-success' : (s === 'failed' ? 'badge-error' : 'badge-warning')
-  return `<span class="badge ${c}">${s}</span>`
-}
-/* CSV export helper */
-function downloadCSV(filename, headers, rows) {
-  const escape = v => { const s = String(v ?? ''); return s.includes(',') || s.includes('"') || s.includes('\n') ? `"${s.replace(/"/g, '""')}"` : s }
-  const lines = [headers.map(escape).join(','), ...rows.map(r => r.map(escape).join(','))]
-  const blob = new Blob(['\uFEFF' + lines.join('\n')], { type: 'text/csv;charset=utf-8' })
-  const a = document.createElement('a'); a.href = URL.createObjectURL(blob); a.download = filename; a.click()
-  URL.revokeObjectURL(a.href)
-}
-
-/* Theme */
-const THEMES = [{id:'light',label:'浅色'},{id:'dark',label:'深色'},{id:'claude',label:'暖色'}]
-function applyTheme(id) {
-  document.documentElement.dataset.theme = id
-  localStorage.setItem('sayit-admin-theme', id)
-  $$('.theme-btn').forEach(b => b.classList.toggle('active', b.dataset.theme === id))
-}
-
-/* Time presets */
-const TIME_PRESETS = [
-  { label: '1小时', hours: 1 }, { label: '6小时', hours: 6 },
-  { label: '今天', hours: -1 }, { label: '7天', hours: 168 },
-  { label: '15天', hours: 360 }, { label: '全部', hours: 0 },
-]
-function timePresetHTML(prefix) {
-  return `<div class="time-presets" id="${prefix}-presets">${TIME_PRESETS.map((p, i) =>
-    `<button class="btn btn-outline${i === 3 ? ' active' : ''}" data-hours="${p.hours}">${p.label}</button>`
-  ).join('')}</div><label class="field"><span>开始</span><input id="${prefix}-from" type="datetime-local"></label><label class="field"><span>结束</span><input id="${prefix}-to" type="datetime-local"></label>`
-}
-function bindTimePresets(prefix, cb) {
-  const c = $(`#${prefix}-presets`); if (!c) return
-  c.addEventListener('click', e => {
-    const btn = e.target.closest('button'); if (!btn) return
-    $$('button', c).forEach(b => b.classList.remove('active')); btn.classList.add('active')
-    const h = Number(btn.dataset.hours), range = presetToRange(h)
-    const f = $(`#${prefix}-from`), t = $(`#${prefix}-to`)
-    if (f) f.value = range.from ? toLocal(range.from) : ''; if (t) t.value = ''
-    cb()
-  })
-  const clearActive = () => $$('button', c).forEach(b => b.classList.remove('active'))
-  $(`#${prefix}-from`)?.addEventListener('input', clearActive)
-  $(`#${prefix}-to`)?.addEventListener('input', clearActive)
-}
-function presetToRange(h) {
-  if (h === 0) return {}
-  const now = new Date()
-  if (h === -1) return { from: new Date(now.getFullYear(), now.getMonth(), now.getDate()).toISOString() }
-  return { from: new Date(now.getTime() - h * 3600000).toISOString() }
-}
-function toLocal(iso) { return iso ? new Date(new Date(iso).getTime() - new Date().getTimezoneOffset() * 60000).toISOString().slice(0, 16) : '' }
-function getTimeRange(prefix) {
-  const p = {}
-  const f = $(`#${prefix}-from`)?.value; if (f) p.from = new Date(f).toISOString()
-  const t = $(`#${prefix}-to`)?.value; if (t) p.to = new Date(t).toISOString()
-  return p
-}
-
-/* URL hash state (#/sessions?status=failed&user_id=xxx) */
-function hashParams() {
-  const idx = location.hash.indexOf('?')
-  if (idx < 0) return {}
-  return Object.fromEntries(new URLSearchParams(location.hash.slice(idx + 1)))
-}
-function setHashParams(params) {
-  const h = location.hash.replace(/\?.*$/, '')
-  const qs = new URLSearchParams()
-  Object.entries(params).forEach(([k, v]) => { if (v != null && v !== '') qs.set(k, v) })
-  const s = qs.toString()
-  history.replaceState(null, '', s ? `${h}?${s}` : h)
-}
-function restoreField(id, key, params) {
-  const el = $(`#${id}`); if (el && params[key]) el.value = params[key]
-}
-
-/* Icons */
-const IC = {
-  dashboard: '<svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><rect x="3" y="3" width="7" height="9" rx="1"/><rect x="14" y="3" width="7" height="5" rx="1"/><rect x="14" y="12" width="7" height="9" rx="1"/><rect x="3" y="16" width="7" height="5" rx="1"/></svg>',
-  sessions: '<svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M12 20h9"/><path d="M16.5 3.5a2.12 2.12 0 013 3L7 19l-4 1 1-4z"/></svg>',
-  analytics: '<svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><line x1="18" y1="20" x2="18" y2="10"/><line x1="12" y1="20" x2="12" y2="4"/><line x1="6" y1="20" x2="6" y2="14"/></svg>',
-  logs: '<svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M14 2H6a2 2 0 00-2 2v16a2 2 0 002 2h12a2 2 0 002-2V8z"/><polyline points="14 2 14 8 20 8"/><line x1="16" y1="13" x2="8" y2="13"/><line x1="16" y1="17" x2="8" y2="17"/></svg>',
-  feedback: '<svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M21 15a2 2 0 01-2 2H7l-4 4V5a2 2 0 012-2h14a2 2 0 012 2z"/></svg>',
-  system: '<svg viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><circle cx="12" cy="12" r="3"/><path d="M19.4 15a1.65 1.65 0 00.33 1.82l.06.06a2 2 0 01-2.83 2.83l-.06-.06a1.65 1.65 0 00-1.82-.33 1.65 1.65 0 00-1 1.51V21a2 2 0 01-4 0v-.09A1.65 1.65 0 009 19.4a1.65 1.65 0 00-1.82.33l-.06.06a2 2 0 01-2.83-2.83l.06-.06A1.65 1.65 0 004.68 15a1.65 1.65 0 00-1.51-1H3a2 2 0 010-4h.09A1.65 1.65 0 004.6 9a1.65 1.65 0 00-.33-1.82l-.06-.06a2 2 0 012.83-2.83l.06.06A1.65 1.65 0 009 4.68a1.65 1.65 0 001-1.51V3a2 2 0 014 0v.09a1.65 1.65 0 001 1.51 1.65 1.65 0 001.82-.33l.06-.06a2 2 0 012.83 2.83l-.06.06A1.65 1.65 0 0019.4 9a1.65 1.65 0 001.51 1H21a2 2 0 010 4h-.09a1.65 1.65 0 00-1.51 1z"/></svg>',
-}
-
-/* Router */
-const ROUTES = [
-  { hash: '', label: '仪表盘', icon: 'dashboard', render: renderDashboard },
-  { hash: 'sessions', label: '会话管理', icon: 'sessions', render: renderSessions },
-  { hash: 'analytics', label: '统计分析', icon: 'analytics', render: renderAnalytics },
-  { hash: 'feedback', label: '用户反馈', icon: 'feedback', render: renderFeedback },
-  { hash: 'logs', label: '服务日志', icon: 'logs', render: renderLogs },
-  { hash: 'system', label: '系统信息', icon: 'system', render: renderSystem },
-]
-let _autoRefreshTimer = null
-let _logTailTimer = null
-function _clearTimers() { clearInterval(_autoRefreshTimer); _autoRefreshTimer = null; clearInterval(_logTailTimer); _logTailTimer = null }
-function navigate() {
-  if (!_auth) return
-  _clearTimers()
-  const h = location.hash.replace(/^#\/?/, '').replace(/\?.*$/, '')
-  const route = ROUTES.find(r => r.hash === h) || ROUTES[0]
-  $$('.sidebar-nav a').forEach(a => a.classList.toggle('active', a.dataset.route === route.hash))
-  const main = $('.main'); main.innerHTML = LOADING
-  route.render(main).catch(err => {
-    if (String(err) === 'Error: 401') return
-    main.innerHTML = `<div class="notice error" style="display:block">${esc(String(err))}</div>`
-  })
-}
-
-/* Login */
-function showLogin(msg) {
-  let m = $('.login-mask')
-  if (!m) {
-    m = document.createElement('div'); m.className = 'login-mask'
-    m.innerHTML = `<div class="login-box"><h2 style="font-family:'Nunito',sans-serif;font-weight:800">SayIt Admin</h2><div class="err" id="login-err"></div><div class="field"><span>用户名</span><input id="login-user" autocomplete="username"></div><div class="field"><span>密码</span><input id="login-pass" type="password" autocomplete="current-password"></div><button class="btn btn-primary" style="width:100%;margin-top:20px" id="login-btn">登录</button></div>`
-    document.body.appendChild(m)
-    $('#login-btn').addEventListener('click', doLogin)
-    $('#login-pass').addEventListener('keydown', e => { if (e.key === 'Enter') doLogin() })
-    $('#login-user').addEventListener('keydown', e => { if (e.key === 'Enter') $('#login-pass').focus() })
-  }
-  m.classList.remove('hidden')
-  if (msg) $('#login-err').textContent = msg
-  setTimeout(() => $('#login-user')?.focus(), 50)
-}
-async function doLogin() {
-  const u = $('#login-user').value.trim(), p = $('#login-pass').value
-  if (!u || !p) { $('#login-err').textContent = '请输入用户名和密码'; return }
-  const h = 'Basic ' + btoa(u + ':' + p)
-  try {
-    const res = await fetch('/admin/api/overview', { headers: { Accept: 'application/json', Authorization: h } })
-    if (res.status === 401) { $('#login-err').textContent = '用户名或密码错误'; return }
-    if (!res.ok) { $('#login-err').textContent = '无法连接服务器'; return }
-  } catch (e) { $('#login-err').textContent = '网络连接失败，请检查服务器状态'; return }
-  _auth = h; sessionStorage.setItem('sayit-admin-auth', h); localStorage.setItem('sayit-admin-auth', h)
-  $('.login-mask').classList.add('hidden'); navigate()
-}
-
-/* Boot */
-function boot() {
-  applyTheme(localStorage.getItem('sayit-admin-theme') || 'light')
-  $('.sidebar-nav').innerHTML = ROUTES.map(r =>
-    `<a href="#/${r.hash}" data-route="${r.hash}">${IC[r.icon]}<span>${r.label}</span></a>`
-  ).join('')
-  $('.sidebar-footer').innerHTML = THEMES.map(t =>
-    `<button class="theme-btn" data-theme="${t.id}">${t.label}</button>`
-  ).join('')
-  $$('.theme-btn').forEach(b => b.addEventListener('click', () => applyTheme(b.dataset.theme)))
-  // 退出按钮插入到 sidebar 底部
-  const logoutDiv = document.createElement('div')
-  logoutDiv.style.cssText = 'padding:8px 12px 0'
-  logoutDiv.innerHTML = '<button class="btn btn-outline" style="width:100%;font-size:12px;height:28px" id="logout-btn">退出登录</button>'
-  $('#sidebar').appendChild(logoutDiv)
-  $('#logout-btn').addEventListener('click', () => { sessionStorage.removeItem('sayit-admin-auth'); localStorage.removeItem('sayit-admin-auth'); _auth = ''; showLogin() })
-  applyTheme(localStorage.getItem('sayit-admin-theme') || 'light')
-  /* 移动端汉堡菜单 */
-  const sidebar = $('#sidebar'), overlay = $('#sidebar-overlay')
-  const closeSidebar = () => { sidebar.classList.remove('open'); overlay.classList.remove('open') }
-  $('#menu-btn')?.addEventListener('click', () => { sidebar.classList.toggle('open'); overlay.classList.toggle('open') })
-  overlay?.addEventListener('click', closeSidebar)
-  $('.sidebar-nav').addEventListener('click', () => { if (window.innerWidth <= 768) closeSidebar() })
-  window.addEventListener('hashchange', navigate)
-  if (!_auth) { showLogin(); return }
-  navigate()
-}
-document.addEventListener('DOMContentLoaded', boot)
-
-/* === Dashboard === */
-async function renderDashboard(el) {
-  el.innerHTML = `<div class="page-header"><h1>仪表盘</h1></div><div class="page-body">
-    <div id="d-status" class="dash-status"></div>
-    <div class="toolbar">${timePresetHTML('d')}<div class="toolbar-actions"><label class="field" style="flex-direction:row;align-items:center;gap:6px"><span>自动刷新</span><select id="d-auto" style="width:80px"><option value="0">关闭</option><option value="30">30s</option><option value="60" selected>60s</option></select></label><button class="btn btn-outline" id="d-apply">查询</button></div></div>
-    <div id="d-metrics" class="dash-metrics" style="margin-top:16px"></div>
-    <div class="dash-bottom"><div class="card"><h3>趋势</h3><div id="d-trend"></div></div><div class="card"><h3>最近异常</h3><ul class="top-list" id="d-errors"></ul></div></div>
-  </div>`
-  const loadData = async () => {
-    const range = getTimeRange('d')
-    const ov = await api('/admin/api/overview', range)
-    let prevOv = null
-    if (range.from) {
-      const fromDate = new Date(range.from), dur = Date.now() - fromDate.getTime()
-      try { prevOv = await api('/admin/api/overview', { from: new Date(fromDate.getTime() - dur).toISOString(), to: range.from }) } catch(e) {}
-    }
-    $('#d-metrics').innerHTML = [
-      metricCard('会话数', ov.total_sessions + cmp(ov, prevOv, 'total_sessions')),
-      metricCard('总音频', fmtDuration(ov.total_audio_ms) + cmp(ov, prevOv, 'total_audio_ms')),
-      metricCard('总按住', fmtDuration(ov.total_hold_ms)),
-      metricCard('平均 ASR', fmtMs(ov.avg_asr_ms)),
-      metricCard('平均 LLM', fmtMs(ov.avg_llm_ms)),
-      metricCard('空结果率', pct(ov.empty_result_rate)), metricCard('错误率', pct(ov.error_rate)),
-    ].join('')
-    /* 最近异常会话 */
-    try {
-      const errData = await api('/admin/api/sessions', { ...range, status: 'failed', limit: 5, offset: 0 })
-      const items = errData.items || []
-      $('#d-errors').innerHTML = items.length ? items.map(i =>
-        `<li class="clickable" data-sid="${i.session_id}"><span>${fmtTime(i.started_at)} · ${esc(i.error_code || i.status)}</span><span>${esc(i.process_name || '-')}</span></li>`
-      ).join('') : EMPTY('暂无异常', '一切正常运行中')
-      $$('li.clickable', $('#d-errors')).forEach(li => li.addEventListener('click', () => {
-        location.hash = `#/sessions?status=failed`
-      }))
-    } catch(e) { $('#d-errors').innerHTML = EMPTY('加载失败') }
-    await loadTrend()
-  }
-  /* 趋势图跟随时间过滤器 */
-  const loadTrend = async () => {
-    const range = getTimeRange('d')
-    const from = range.from ? new Date(range.from) : new Date(Date.now() - 15 * 86400000)
-    const spanH = (Date.now() - from.getTime()) / 3600000
-    const bucket = spanH <= 72 ? 'hour' : 'day'
-    const tl = await api('/admin/api/metrics/timeline', { bucket, from: from.toISOString(), to: range.to || undefined })
-    renderBarChart($('#d-trend'), tl)
-  }
-  await loadTrend()
-  const [health, sys] = await Promise.all([api('/admin/api/healthz-details'), api('/admin/api/system-info')])
-  const llm = sys.llm || {}, wd = health.web_demo || {}, res = sys.resources || {}
-  const gpuCard = (res.gpus || []).length ? statusCard('GPU', true, `${res.gpus[0].util_percent}% · ${res.gpus[0].mem_used_mb}/${res.gpus[0].mem_total_mb}MB · ${res.gpus[0].temp_c}°C`) : ''
-  $('#d-status').innerHTML = [
-    statusCard('ASR', health.asr, shortModel(health.asr_model)),
-    statusCard('LLM', health.llm, llm.provider ? `${llm.provider} / ${llm.model || '-'}` : ''),
-    statusCard('WebSocket', true, `${health.active_connections || 0} 个活跃连接`),
-    statusCard('CPU/内存', true, `CPU ${res.cpu_percent ?? '-'}% · 内存 ${res.mem_percent ?? '-'}%`),
-    gpuCard,
-  ].filter(Boolean).join('')
-  bindTimePresets('d', loadData)
-  $('#d-apply')?.addEventListener('click', loadData)
-  /* 自动刷新 */
-  const setupAutoRefresh = () => {
-    clearInterval(_autoRefreshTimer); _autoRefreshTimer = null
-    const sec = Number($('#d-auto')?.value || 0)
-    if (sec > 0) _autoRefreshTimer = setInterval(loadData, sec * 1000)
-  }
-  $('#d-auto')?.addEventListener('change', setupAutoRefresh)
-  setupAutoRefresh()
-  await loadData()
-}
-function statusCard(name, ok, detail) {
-  return `<div class="status-card"><div class="dot ${ok ? 'ok' : 'off'}"></div><div class="info"><div class="name">${name}</div>${detail ? `<div class="detail" title="${esc(detail)}">${esc(detail)}</div>` : ''}</div></div>`
-}
-function metricCard(label, value) {
-  return `<div class="metric-card"><div class="label">${label}</div><div class="value">${value}</div></div>`
-}
-function renderBarChart(el, data) {
-  if (!data || !data.length) { el.innerHTML = EMPTY('暂无趋势数据', '选择更大的时间范围查看'); return }
-  const max = Math.max(...data.map(d => d.sessions), 1)
-  el.innerHTML = `<div class="bar-chart">${data.map(d => {
-    const h = Math.max(4, (d.sessions / max) * 100), lbl = (d.bucket || '').slice(5)
-    return `<div class="bar" style="height:${h}%" title="${d.bucket}: ${d.sessions} 会话"><span class="bar-top">${d.sessions}</span><span class="bar-label">${lbl}</span></div>`
-  }).join('')}</div>`
-}
-
-/* === Sessions === */
-let SS = { offset: 0, limit: 30, sel: null, sort: 'time_desc' }
-async function renderSessions(el) {
-  SS = { offset: 0, limit: 30, sel: null, sort: 'time_desc' }
-  el.innerHTML = `<div class="page-header"><h1>会话管理</h1></div><div class="page-body">
-    <div class="toolbar">${timePresetHTML('s')}</div>
-    <div class="toolbar">
-      <label class="field"><span>用户</span><input id="s-user" placeholder="user id" style="width:110px"></label>
-      <label class="field"><span>应用</span><input id="s-app" placeholder="process" style="width:110px"></label>
-      <label class="field"><span>状态</span><select id="s-status" style="width:110px"><option value="">全部</option><option value="success">success</option><option value="empty_result">empty_result</option><option value="failed">failed</option><option value="disconnected">disconnected</option><option value="short_audio">short_audio</option><option value="empty_audio">empty_audio</option></select></label>
-      <label class="field"><span>AI</span><select id="s-ai" style="width:80px"><option value="">全部</option><option value="true">启用</option><option value="false">未启用</option></select></label>
-      <label class="field"><span>来源</span><select id="s-source" style="width:100px"><option value="">全部</option><option value="live">实时录音</option><option value="history_reprocess">重新识别</option></select></label>
-      <div class="toolbar-actions"><button class="btn btn-outline" id="s-export">导出 CSV</button><button class="btn btn-outline" id="s-apply">查询</button></div>
-    </div>
-    <div class="split">
-      <div><div style="display:flex;justify-content:space-between;align-items:center;margin-bottom:8px"><span class="section-title" style="margin:0">会话列表</span><span id="s-count" style="font-size:12px;color:hsl(var(--muted-foreground))"></span></div><div id="s-table"></div><div class="pagination" id="s-pager"></div></div>
-      <div class="card"><h3>会话详情</h3><div id="s-detail">${EMPTY('选择左侧会话查看详情')}</div></div>
-    </div>
-  </div>`
-  /* Restore filters from URL hash */
-  const hp = hashParams()
-  restoreField('s-user', 'user_id', hp)
-  restoreField('s-app', 'app', hp)
-  restoreField('s-status', 'status', hp)
-  restoreField('s-ai', 'ai_enabled', hp)
-  restoreField('s-source', 'source', hp)
-  $('#s-apply').addEventListener('click', () => { SS.offset = 0; loadSessions() })
-  $('#s-export').addEventListener('click', exportSessions)
-  bindTimePresets('s', () => { SS.offset = 0; loadSessions() })
-  await loadSessions()
-}
-function sessFilters() {
-  const p = getTimeRange('s')
-  const u = $('#s-user')?.value; if (u) p.user_id = u
-  const a = $('#s-app')?.value; if (a) p.app = a
-  const s = $('#s-status')?.value; if (s) p.status = s
-  const ai = $('#s-ai')?.value; if (ai) p.ai_enabled = ai
-  const src = $('#s-source')?.value; if (src) p.source = src
-  /* Persist to URL */
-  setHashParams({ user_id: u, app: a, status: s, ai_enabled: ai, source: src })
-  return p
-}
-async function exportSessions() {
-  try {
-    const data = await api('/admin/api/sessions', { ...sessFilters(), limit: 200, offset: 0 })
-    const items = data.items || []
-    if (!items.length) return
-    const headers = ['时间','用户','IP','应用','按住(ms)','音频(ms)','ASR(ms)','LLM(ms)','状态','来源']
-    const rows = items.map(i => [fmtTime(i.started_at), i.user_name||i.user_id||'web', i.forwarded_for||i.client_ip||'', i.process_name||'', i.ptt_hold_ms||'', i.audio_duration_ms||'', i.asr_ms||'', i.llm_ms||'', i.status, i.source||'live'])
-    downloadCSV('sessions.csv', headers, rows)
-  } catch(e) {}
-}
-async function loadSessions() {
-  const data = await api('/admin/api/sessions', { ...sessFilters(), limit: SS.limit, offset: SS.offset, sort: SS.sort })
-  const items = data.items || [], total = data.total || 0
-  $('#s-count').textContent = `${total} 条`
-  const sortIcon = (col) => { if (!SS.sort.startsWith(col)) return ''; return SS.sort.endsWith('_desc') ? ' ↓' : ' ↑' }
-  if (items.length) {
-    $('#s-table').innerHTML = `<div class="table-scroll"><table><thead><tr><th class="sortable" data-col="time">时间${sortIcon('time')}</th><th>用户</th><th>IP</th><th>应用</th><th class="sortable" data-col="audio">按住/音频${sortIcon('audio')}</th><th class="sortable" data-col="asr">ASR/LLM${sortIcon('asr')}</th><th>状态</th></tr></thead><tbody>${items.map(i => {
-      const ip = i.forwarded_for || i.client_ip || '-'
-      const user = i.user_name || i.user_id || '<span style="color:hsl(var(--muted-foreground))">web</span>'
-      const srcTag = i.source === 'history_reprocess' ? ' <span class="badge badge-muted" style="font-size:10px;padding:1px 5px">重识</span>' : ''
-      return `<tr class="clickable${SS.sel === i.session_id ? ' active' : ''}" data-sid="${i.session_id}"><td>${fmtTime(i.started_at)}</td><td>${user}</td><td>${esc(ip)}</td><td>${esc(i.process_name || '-')}</td><td>${fmtDuration(i.ptt_hold_ms)} / ${fmtDuration(i.audio_duration_ms)}</td><td>${fmtMs(i.asr_ms)} / ${i.llm_enabled ? fmtMs(i.llm_ms) : '-'}</td><td>${statusBadge(i.status)}${srcTag}</td></tr>`
-    }).join('')}</tbody></table></div>`
-  } else { $('#s-table').innerHTML = EMPTY('当前筛选条件下暂无会话', '尝试调整时间范围或筛选条件') }
-  /* Pagination with page numbers (#12) */
-  const tp = Math.ceil(total / SS.limit), cp = Math.floor(SS.offset / SS.limit) + 1
-  if (tp > 1) {
-    let pages = ''
-    const addPage = (n) => { pages += `<button class="pg ${n===cp?'active':''}" data-page="${n}">${n}</button>` }
-    addPage(1)
-    if (cp > 3) pages += '<span>…</span>'
-    for (let i = Math.max(2, cp - 1); i <= Math.min(tp - 1, cp + 1); i++) addPage(i)
-    if (cp < tp - 2) pages += '<span>…</span>'
-    if (tp > 1) addPage(tp)
-    $('#s-pager').innerHTML = `<button ${cp<=1?'disabled':''} id="s-prev">上一页</button>${pages}<button ${cp>=tp?'disabled':''} id="s-next">下一页</button>`
-    $$('.pg', $('#s-pager')).forEach(b => b.addEventListener('click', () => { SS.offset = (Number(b.dataset.page) - 1) * SS.limit; loadSessions() }))
-  } else { $('#s-pager').innerHTML = '' }
-  $('#s-prev')?.addEventListener('click', () => { SS.offset = Math.max(0, SS.offset - SS.limit); loadSessions() })
-  $('#s-next')?.addEventListener('click', () => { SS.offset += SS.limit; loadSessions() })
-  $$('tr.clickable', $('#s-table')).forEach(tr => tr.addEventListener('click', () => loadDetail(tr.dataset.sid)))
-  /* Sort by clicking column headers */
-  $$('th.sortable', $('#s-table')).forEach(th => th.addEventListener('click', () => {
-    const col = th.dataset.col
-    SS.sort = SS.sort === `${col}_desc` ? `${col}_asc` : `${col}_desc`
-    SS.offset = 0; loadSessions()
-  }))
-  if (items.length && !SS.sel) loadDetail(items[0].session_id)
-}
-async function loadDetail(sid) {
-  SS.sel = sid
-  $$('tr.clickable', $('#s-table')).forEach(tr => tr.classList.toggle('active', tr.dataset.sid === sid))
-  const d = await api(`/admin/api/sessions/${sid}`)
-  const ip = d.forwarded_for || d.client_ip || '-'
-  const startEvt = (d.events || []).find(e => e.event_type === 'session_started')
-  const cm = (startEvt && startEvt.payload && startEvt.payload.client_meta) || {}
-  /* #5 — Grouped detail sections */
-  const userInfo = [['用户', d.user_name || d.user_id || '-'],['设备', d.hostname || '-'],['设备 ID', d.device_id || '-'],['客户端', `${d.client_version || '-'} / ${d.platform || '-'}`],['系统', cm.os_version || '-'],['语言', cm.system_locale || '-']]
-  const netInfo = [['公网 IP', ip],['内网 IP', d.local_ip || '-']]
-  const sessInfo = [['来源', d.source === 'history_reprocess' ? '重新识别' : '实时录音'],['应用', d.process_name || '-'],['窗口', d.window_title || '-'],['模型', `${shortModel(d.asr_model)} / ${d.llm_model || '-'}`],['节点', d.node_id || '-'],['状态', d.status || '-'],['错误', d.error_code ? `${d.error_code}: ${d.error_message || ''}` : '-']]
-  const timing = [['PTT', fmtMs(d.ptt_hold_ms)],['音频', fmtMs(d.audio_duration_ms)],['VAD', fmtMs(d.vad_ms)],['排队', fmtMs(d.queue_wait_ms)],['ASR推理', fmtMs(d.infer_ms)],['Batch', fmtMs(d.batch_exec_ms)],['ASR总', fmtMs(d.asr_ms)],['LLM总', d.llm_enabled ? fmtMs(d.llm_ms) : '-']]
-  const detailGroup = (title, pairs) => `<div class="section-title" style="margin-top:14px">${title}</div><div class="detail-grid">${pairs.map(([k, v]) => `<div class="detail-item"><div class="k">${k}</div><div class="v">${esc(String(v))}</div></div>`).join('')}</div>`
-  /* #2 — Structured event timeline */
-  const LABELS = {session_started:'会话开始',session_stopped:'录音停止',asr_completed:'ASR 完成',llm_completed:'LLM 完成',session_finished:'会话结束',session_failed:'会话失败',session_status:'状态变更',ws_connected:'连接建立',ws_disconnected:'连接断开',audio_saved:'音频保存'}
-  const eventsHTML = (d.events || []).map(e => {
-    const p = e.payload || {}, label = LABELS[e.event_type] || e.event_type
-    const isErr = e.event_type === 'session_failed'
-    const details = Object.keys(p).length ? Object.entries(p).map(([k,v]) => `<span class="tl-kv"><span class="k">${esc(k)}</span> ${esc(typeof v === 'object' ? JSON.stringify(v) : String(v))}</span>`).join('') : ''
-    return `<div class="tl-item${isErr ? ' tl-error' : ''}"><div class="tl-dot"></div><div class="tl-body"><div class="tl-head"><span class="tl-label">${label}</span><span class="tl-time">${fmtTime(e.event_time)}</span></div>${details ? `<div class="tl-details">${details}</div>` : ''}</div></div>`
-  }).join('') || EMPTY('暂无事件')
-  $('#s-detail').innerHTML = `
-    ${detailGroup('用户信息', userInfo)}
-    ${detailGroup('网络信息', netInfo)}
-    ${detailGroup('会话信息', sessInfo)}
-    ${detailGroup('耗时拆解', timing)}
-    <div class="section-title" style="margin-top:14px">事件时间线</div>
-    <div class="timeline-v">${eventsHTML}</div>`
-}
-
-/* === Analytics === */
-async function renderAnalytics(el) {
-  el.innerHTML = `<div class="page-header"><h1>统计分析</h1></div><div class="page-body">
-    <div class="toolbar">${timePresetHTML('a')}<div class="toolbar-actions"><button class="btn btn-outline" id="a-apply">查询</button></div></div>
-    <div id="a-content">${LOADING}</div></div>`
-  const load = async () => {
-    const r = getTimeRange('a')
-    const [byApp, byUser, byModel, durDist] = await Promise.all([api('/admin/api/metrics/by-app', r), api('/admin/api/metrics/by-user', r), api('/admin/api/metrics/by-model', r), api('/admin/api/metrics/duration-distribution', r)])
-    $('#a-content').innerHTML = aDurDist(durDist) + aBarChart(byApp) + aTable('按应用', byApp, 'app') + aTable('按用户', byUser, 'user_id') + aTable('按 ASR 模型', byModel.asr || []) + aTable('按 LLM 模型', byModel.llm || []) + await aPerfSection(r)
-    /* #7 drill-down: click row to jump to sessions */
-    $$('tr.drill', $('#a-content')).forEach(tr => tr.addEventListener('click', () => {
-      const key = tr.dataset.drillKey, val = tr.dataset.drillVal
-      if (key && val) location.hash = `#/sessions?${key}=${encodeURIComponent(val)}`
-    }))
-  }
-  $('#a-apply').addEventListener('click', load); bindTimePresets('a', load); await load()
-}
-function aDurDist(rows) {
-  if (!rows || !rows.length) return ''
-  const total = rows.reduce((s, r) => s + r.count, 0)
-  if (!total) return ''
-  const max = Math.max(...rows.map(r => r.count), 1)
-  return `<div class="analytics-section"><h2>音频时长分布</h2><div class="card" style="padding:20px 18px 12px"><div class="bar-chart" style="height:80px">${rows.map(r => {
-    const h = Math.max(3, (r.count / max) * 100)
-    const p = Math.round(r.count / total * 100)
-    return `<div class="bar" style="height:${h}%" title="${r.label}: ${r.count} 条 (${p}%)"><span class="bar-top">${r.count}</span><span class="bar-label">${r.label}</span></div>`
-  }).join('')}</div><div style="text-align:center;margin-top:24px;font-size:12px;color:hsl(var(--muted-foreground))">共 ${total} 条会话</div></div></div>`
-}
-async function aPerfSection(range) {
-  try {
-    const d = await api('/admin/api/metrics/percentiles', range)
-    if (!d || !d.asr_p50) return ''
-    return `<div class="analytics-section"><h2>性能分位数</h2><table><thead><tr><th>指标</th><th>P50</th><th>P95</th><th>P99</th></tr></thead><tbody><tr><td>ASR 耗时</td><td>${fmtMs(d.asr_p50)}</td><td>${fmtMs(d.asr_p95)}</td><td>${fmtMs(d.asr_p99)}</td></tr><tr><td>LLM 耗时</td><td>${fmtMs(d.llm_p50)}</td><td>${fmtMs(d.llm_p95)}</td><td>${fmtMs(d.llm_p99)}</td></tr></tbody></table></div>`
-  } catch(e) { return '' }
-}
-function aBarChart(rows) {
-  if (!rows || !rows.length) return ''
-  const max = Math.max(...rows.map(r => r.sessions), 1)
-  return `<div class="analytics-section"><h2>应用分布</h2><div class="card" style="padding:20px 18px 12px"><div class="bar-chart" style="height:80px">${rows.slice(0, 10).map(r => {
-    const h = Math.max(3, (r.sessions / max) * 100)
-    return `<div class="bar" style="height:${h}%" title="${esc(r.label)}: ${r.sessions} 会话"><span class="bar-top">${r.sessions}</span><span class="bar-label">${esc(r.label).slice(0, 10)}</span></div>`
-  }).join('')}</div></div></div>`
-}
-function aTable(title, rows, drillKey) {
-  if (!rows || !rows.length) return `<div class="analytics-section"><h2>${title}</h2>${EMPTY('暂无数据')}</div>`
-  return `<div class="analytics-section"><h2>${title}</h2><table><thead><tr><th>名称</th><th>会话</th><th>总音频</th><th>平均ASR</th><th>平均LLM</th><th>失败</th></tr></thead><tbody>${rows.map(r =>
-    `<tr${drillKey ? ` class="drill clickable" data-drill-key="${drillKey}" data-drill-val="${esc(r.label || '')}"` : ''}><td>${esc(r.label || '-')}</td><td>${r.sessions}</td><td>${fmtDuration(r.total_audio_ms)}</td><td>${fmtMs(r.avg_asr_ms)}</td><td>${fmtMs(r.avg_llm_ms)}</td><td>${r.failed_sessions || 0}</td></tr>`
-  ).join('')}</tbody></table></div>`
-}
-
-/* === Feedback === */
-async function renderFeedback(el) {
-  el.innerHTML = `<div class="page-header"><h1>用户反馈</h1></div><div class="page-body">
-    <div class="toolbar"><div class="toolbar-actions"><button class="btn btn-outline" id="fb-refresh">刷新</button></div></div>
-    <div id="fb-list">${LOADING}</div>
-    <div id="fb-detail" class="card" style="display:none;margin-top:16px;overflow:hidden"></div></div>`
-  let _page = 0, _limit = 20
-  const load = async () => {
-    const data = await api('/admin/api/feedback', { limit: _limit, offset: _page * _limit })
-    const items = data.items || [], total = data.total || 0
-    if (!items.length) { $('#fb-list').innerHTML = EMPTY('暂无反馈'); return }
-    const rows = items.map(i => {
-      const t = new Date(i.created_at).toLocaleString('zh-CN', { hour12: false })
-      const tr = i.transcript_json
-      const hasTranscript = tr && (tr.asr_text || tr.ai_text)
-      return `<tr class="clickable" data-id="${i.id}"><td>${t}</td><td>${esc(i.machine_id).slice(0,16)}</td><td>${esc(i.app_version || '-')}</td><td>${esc(i.feedback_text).slice(0,80)}</td><td>${hasTranscript ? '有' : '-'}</td><td>${esc(i.client_ip || '-')}</td></tr>`
-    }).join('')
-    const pages = Math.ceil(total / _limit)
-    $('#fb-list').innerHTML = `<div class="table-wrap"><table><thead><tr><th>时间</th><th>设备</th><th>版本</th><th>反馈内容</th><th>转录</th><th>IP</th></tr></thead><tbody>${rows}</tbody></table></div>
-      <div class="pagination"><span>共 ${total} 条</span>${pages > 1 ? Array.from({length: pages}, (_, i) => `<button class="btn btn-outline btn-sm ${i === _page ? 'active' : ''}" data-p="${i}">${i+1}</button>`).join('') : ''}</div>`
-    $$('#fb-list tr.clickable').forEach(tr => tr.addEventListener('click', () => showDetail(items.find(i => String(i.id) === tr.dataset.id))))
-    $$('#fb-list .pagination button').forEach(b => b.addEventListener('click', () => { _page = Number(b.dataset.p); load() }))
-  }
-  const showDetail = (item) => {
-    if (!item) return
-    const d = $('#fb-detail'); d.style.display = 'block'
-    const tr = item.transcript_json, ctx = item.context_json
-    const t = new Date(item.created_at).toLocaleString('zh-CN', { hour12: false })
-    const metaItems = [
-      ['设备', item.machine_id], ['版本', item.app_version || '-'], ['IP', item.client_ip || '-'], ['时间', t],
-    ]
-    if (ctx) {
-      metaItems.push(['模式', ctx.work_mode || '-'])
-      metaItems.push(['ASR', `${ctx.asr_provider || '-'} / ${ctx.asr_model || '-'}`])
-      if (ctx.ai_enabled) metaItems.push(['AI', `${ctx.ai_provider || '-'} / ${ctx.ai_model || '-'}`])
-      if (ctx.ai_preset_name) metaItems.push(['润色', ctx.ai_preset_name])
-    }
-    if (tr && tr.duration_sec) metaItems.push(['时长', tr.duration_sec.toFixed(1) + 's'])
-    let html = `<div class="fb-meta">${metaItems.map(([k, v]) => `<span class="fb-tag"><span class="k">${esc(k)}</span>${esc(v)}</span>`).join('')}</div>`
-    html += `<div class="fb-section"><div class="fb-label">反馈内容</div><div class="fb-body">${esc(item.feedback_text)}</div></div>`
-    if (tr && tr.asr_text) html += `<div class="fb-section"><div class="fb-label">ASR 原文</div><div class="fb-body fb-scroll">${esc(tr.asr_text)}</div></div>`
-    if (tr && tr.ai_text) html += `<div class="fb-section"><div class="fb-label">AI 润色</div><div class="fb-body fb-scroll">${esc(tr.ai_text)}</div></div>`
-    if (ctx && ctx.ai_system_prompt) html += `<div class="fb-section"><div class="fb-label">System Prompt</div><div class="fb-body fb-scroll fb-mono">${esc(ctx.ai_system_prompt)}</div></div>`
-    d.innerHTML = html
-    d.scrollIntoView({ behavior: 'smooth' })
-  }
-  $('#fb-refresh').addEventListener('click', () => { _page = 0; load() })
-  await load()
-}
-
-/* === Logs === */
-async function renderLogs(el) {
-  el.innerHTML = `<div class="page-header"><h1>服务日志</h1></div><div class="page-body">
-    <div class="toolbar">${timePresetHTML('l')}<label class="field"><span>级别</span><select id="l-level" style="width:100px"><option value="">全部</option><option value="ERROR">ERROR</option><option value="WARNING">WARNING</option><option value="INFO">INFO</option></select></label><label class="field"><span>搜索</span><input id="l-search" placeholder="关键词" style="width:120px"></label><label class="field"><span>条数</span><select id="l-limit" style="width:70px"><option value="50">50</option><option value="100">100</option><option value="200">200</option></select></label><div class="toolbar-actions"><button class="btn btn-outline" id="l-tail">实时</button><button class="btn btn-outline" id="l-export">导出</button><button class="btn btn-outline" id="l-refresh">刷新</button></div></div>
-    <div id="l-list">${LOADING}</div></div>`
-  let _tailing = false
-  const load = async () => {
-    const p = { limit: $('#l-limit').value }; const lv = $('#l-level').value; if (lv) p.level = lv
-    const lr = getTimeRange('l'); if (lr.from) p.from = lr.from; if (lr.to) p.to = lr.to
-    const lq = $('#l-search')?.value?.trim(); if (lq) p.q = lq
-    const data = await api('/admin/api/service-logs', p)
-    $('#l-list').innerHTML = (data || []).map(i =>
-      `<div class="log-item ${i.level === "ERROR" ? "log-error" : i.level === "WARNING" ? "log-warn" : ""}"><div class="meta">${fmtTime(i.created_at)} · ${esc(i.level)} · ${esc(i.logger_name || '')}</div><div class="msg">${esc(i.message || '-')}</div></div>`
-    ).join('') || EMPTY('暂无日志', '服务运行后将自动记录')
-    return data
-  }
-  const toggleTail = () => {
-    _tailing = !_tailing
-    const btn = $('#l-tail')
-    if (_tailing) {
-      btn.classList.add('btn-primary'); btn.classList.remove('btn-outline'); btn.textContent = '停止'
-      _logTailTimer = setInterval(load, 5000)
-    } else {
-      btn.classList.remove('btn-primary'); btn.classList.add('btn-outline'); btn.textContent = '实时'
-      clearInterval(_logTailTimer); _logTailTimer = null
-    }
-  }
-  const exportLogs = async () => {
-    try {
-      const data = await api('/admin/api/service-logs', { limit: 200 })
-      if (!data?.length) return
-      downloadCSV('logs.csv', ['时间','级别','来源','消息'], data.map(i => [fmtTime(i.created_at), i.level, i.logger_name||'', i.message||'']))
-    } catch(e) {}
-  }
-  $('#l-refresh').addEventListener('click', load); $('#l-level').addEventListener('change', load)
-  $('#l-tail').addEventListener('click', toggleTail)
-  $('#l-export').addEventListener('click', exportLogs)
-  bindTimePresets('l', load); await load()
-}
-
-/* === System === */
-async function renderSystem(el) {
-  el.innerHTML = `<div class="page-header"><h1>系统信息</h1></div><div class="page-body"><div class="info-grid" id="sys-grid">${LOADING}</div></div>`
-  const [h, s] = await Promise.all([api('/admin/api/healthz-details'), api('/admin/api/system-info')])
-  const wd = s.web_demo || {}, llm = s.llm || {}, wllm = s.web_demo_llm || {}, tel = h.telemetry || {}, res = s.resources || {}
-  const gpus = res.gpus || []
-  const uptimeStr = res.uptime_sec ? fmtDuration(res.uptime_sec * 1000) : '-'
-  const cards = [
-    infoCard('ASR 引擎', [['状态', h.asr ? '已加载' : '未加载'],['引擎', s.asr_engine || '-'],['模型', shortModel(s.asr_model)]]),
-    infoCard('LLM 引擎', [['状态', llm.enabled ? '已启用' : '未启用'],['Provider', llm.provider || '-'],['模型', llm.model || '-']]),
-    infoCard('Web Demo', [['启用', wd.enabled ? '是' : '否'],['LLM', wllm.enabled ? `${wllm.provider} / ${wllm.model}` : '未启用'],['最大时长', `${wd.max_duration_sec || '-'}s`],['单IP并发', wd.max_concurrency_per_ip || '-']]),
-    infoCard('部署信息', [['节点', s.node_id || '-'],['模式', s.deployment_mode || '-'],['运行时间', uptimeStr],['遥测', tel.enabled ? '已启用' : '未启用'],['数据库', shortPath(tel.db_path)],['日志', shortPath(tel.log_file)]]),
-    infoCard('CPU / 内存', [['CPU 使用率', `${res.cpu_percent ?? '-'}%`],['CPU 核心', res.cpu_count || '-'],['内存', `${res.mem_used_gb ?? '-'} / ${res.mem_total_gb ?? '-'} GB (${res.mem_percent ?? '-'}%)`],['磁盘', `${res.disk_used_gb ?? '-'} / ${res.disk_total_gb ?? '-'} GB (${res.disk_percent ?? '-'}%)`]]),
-  ]
-  gpus.forEach(g => {
-    cards.push(infoCard(`GPU ${g.index} — ${g.name}`, [['利用率', `${g.util_percent}%`],['显存', `${g.mem_used_mb} / ${g.mem_total_mb} MB`],['温度', `${g.temp_c}°C`]]))
-  })
-  $('#sys-grid').innerHTML = cards.join('')
-}
-function shortPath(p) { if (!p) return '-'; const parts = p.split('/'); return parts.length > 3 ? '…/' + parts.slice(-2).join('/') : p }
-function infoCard(title, rows) {
-  return `<div class="info-card"><h3>${title}</h3>${rows.map(([k, v]) =>
-    `<div class="info-row"><span class="k">${k}</span><span class="v" title="${esc(String(v))}">${esc(String(v))}</span></div>`
-  ).join('')}</div>`
-}
-
-})()