feat(dashboard): v0.7.4 — 热力图双击弹窗展示当日模型用量（Token/请求/费用/命中率）+ by_model 结构化升级

.github/workflows/release.yml

@@ -79,6 +79,14 @@ jobs:
           releaseBody: |
             ## ${{ github.ref_name }}
 
+            ### 本次更新
+
+            - **高级设置**：原「子代理设置」升级为「高级设置」，聚合子代理模型指定、实验功能开关与 WebUI 快捷入口
+            - **仪表盘热力图双击弹窗**：双击热力图方块即可查看当日模型用量分布，每种模型展示 Token / 请求次数 / 费用 / 命中率
+            - **子代理模型指定（实验功能）**：为子代理绑定次主力模型，不再默认继承主模型；实验开关改为滑动开关并修复开启态隐形
+            - **兼容 kimi-code 0.33+（v2 引擎）**：`loop_control` 写入新键名 `max_attempts_per_step`，旧配置自动迁移并保留旧键兼容 `KIMI_CODE_LEGACY_FLAG=1`；hooks 候选补充新事件
+            - models.dev 模型数据同步；官网企业版视觉升级；出品公司标识统一
+
             ### Downloads by platform
 
             - **Windows**: `.msi` installer
@@ -87,7 +95,7 @@ jobs:
 
             ### macOS 安装说明（无开发者账号签名，需一次手动绕过）
 
-            1. 下载 `KimiSwitch_*.dmg`，双击挂载后把 `Kimi Switch.app` 拖入「应用程序」文件夹
+            1. 下载 `Kimi.Switch_*.dmg`，双击挂载后把 `Kimi Switch.app` 拖入「应用程序」文件夹
             2. 下载本 Release 附带的 `install-macos.sh`，在终端运行：
 
                ```bash

package.json

@@ -1,7 +1,7 @@
 {
   "name": "kimiswitch",
   "private": true,
-  "version": "0.7.2",
+  "version": "0.7.4",
   "type": "module",
   "scripts": {
     "dev": "vite",

release-notes-v0.7.2.md

@@ -1,5 +1,10 @@
 ## v0.7.2
 
+### 高级设置与 WebUI（本次新增）
+
+- 「子代理设置」升级为「**高级设置**」：聚合子代理模型指定、实验功能开关与 WebUI 快捷入口
+- 新增 **Kimi Code WebUI 快捷打开**：高级设置页可将新版 Web 界面以独立窗口在应用内打开，也可在系统浏览器打开（kimi-code 0.33+ 内置 code-app；需要 kimi 命令在 PATH 中）
+
 ### 子代理模型指定（实验功能）
 
 - 新增「子代理模型（次主力模型）」指定：在实验功能设置中为子代理选择次主力模型后，子代理默认绑定该模型，不再继承主模型
@@ -9,6 +14,7 @@
 ### 模型数据与发布
 
 - models.dev 模型列表与价格数据同步更新
+- 兼容 kimi-code 0.33+（v2 引擎）：`loop_control` 改用新键名 `max_attempts_per_step`（旧配置自动迁移，并保留旧键兼容 `KIMI_CODE_LEGACY_FLAG=1`）
 - 官网企业版视觉升级；出品公司标识统一为 codingplan.site
 - macOS 发布优化：Release 附带 `install-macos.sh` 一键安装脚本（见下方说明）
 

release-notes-v0.7.3.md

@@ -0,0 +1,33 @@
+## v0.7.3
+
+### Kimi Code WebUI 应用内嵌窗口（本次新增）
+
+- 高级设置页「在应用内打开」：新版 Web 界面以**独立顶层窗口**打开（1100×750、可缩放、居中），不再跳转到外部浏览器
+- **单例**：窗口最多一个，重复点击自动聚焦；最小化后再次打开可恢复
+- **服务器自动管理**：复用已在运行的 `kimi web` 本地服务（不重复拉起）；自己启动的服务器在窗口关闭或应用退出时自动清理，不留残留进程
+- 两个入口并存：「在应用内打开」+「在浏览器打开」（浏览器入口复用已运行的本地服务器，直接打开 `http://127.0.0.1:58627`）
+
+### 修复与打磨
+
+- 窗口创建失败（快速双击竞态）时不再泄漏 `kimi web` 进程
+- WebUI 说明文案与发布说明同步更新
+
+### Downloads by platform
+
+- **Windows**: `.msi` installer
+- **macOS**: `.dmg` + `.app`（未签名，仅 Apple Silicon / M 系列芯片）
+- **Linux**: `.deb` / `.AppImage` / `.rpm`
+
+### macOS 安装说明（无开发者账号签名，需一次手动绕过）
+
+> 原因：macOS 包未做 Developer ID 签名与公证（无 Apple 开发者账号），系统会拦截从网络下载的未签名应用（Gatekeeper）。`install-macos.sh` 通过清除「下载隔离」属性绕过该拦截，不影响功能与安全。
+
+1. 下载 `Kimi.Switch_0.7.3_aarch64.dmg`，双击挂载后把 `Kimi Switch.app` 拖入「应用程序」文件夹
+2. 下载本 Release 附带的 `install-macos.sh`，在终端运行：
+
+   ```bash
+   bash install-macos.sh
+   ```
+
+   脚本会自动清除下载隔离属性并启动应用，只需执行一次，之后正常使用。
+3. 手动替代方案：右键 `Kimi Switch.app` → 打开 → 弹窗点「打开」；或 系统设置 → 隐私与安全性 → 仍要打开

release-notes-v0.7.4.md

@@ -0,0 +1,30 @@
+## v0.7.4
+
+### 仪表盘热力图双击弹窗（本次新增）
+
+- 热力图方块**双击**即可弹窗查看当日模型用量分布
+- 每种模型独立展示：**Token 用量 / 请求次数 / 费用 / 缓存命中率**（此前仅有 token 数）
+- 范围外日期（不在当前 7d / 30d / all 范围内的方块）不可双击、无放大效果
+- 弹窗内 Escape / 点击遮罩 / 关闭按钮均可关闭
+
+### 数据结构升级
+
+- 后端 `[dashboard] by_model` 从纯 token 数升级为结构化对象（含 requests / cost / cacheHitRate），弹窗和柱状图双击均展示全量指标
+
+### Downloads by platform
+
+- **Windows**: `.msi` installer
+- **macOS**: `.dmg` + `.app`（未签名，仅 Apple Silicon / M 系列芯片）
+- **Linux**: `.deb` / `.AppImage` / `.rpm`
+
+### macOS 安装说明（无开发者账号签名，需一次手动绕过）
+
+1. 下载 `Kimi.Switch_*.dmg`，双击挂载后把 `Kimi Switch.app` 拖入「应用程序」文件夹
+2. 下载本 Release 附带的 `install-macos.sh`，在终端运行：
+
+   ```bash
+   bash install-macos.sh
+   ```
+
+   脚本会自动清除下载隔离属性并启动应用，只需执行一次，之后正常使用。
+3. 手动替代方案：右键 `Kimi Switch.app` → 打开 → 弹窗点「打开」；或 系统设置 → 隐私与安全性 → 仍要打开

src-tauri/Cargo.lock

@@ -1958,7 +1958,7 @@ dependencies = [
 
 [[package]]
 name = "kimiswitch"
-version = "0.7.2"
+version = "0.7.4"
 dependencies = [
  "anyhow",
  "chrono",

src-tauri/Cargo.toml

@@ -1,6 +1,6 @@
 [package]
 name = "kimiswitch"
-version = "0.7.2"
+version = "0.7.4"
 description = "Kimi Switch - model config manager"
 authors = ["codingplan.site"]
 edition = "2021"

src-tauri/src/commands.rs

@@ -7,6 +7,7 @@ use serde::Serialize;
 use std::collections::HashMap;
 use std::sync::{Mutex, OnceLock};
 use std::time::{Duration, Instant};
+use tauri::Manager;
 use tauri_plugin_opener::OpenerExt;
 
 fn fmt_anyhow(err: anyhow::Error) -> String {
@@ -950,14 +951,19 @@ pub fn open_installer(app: tauri::AppHandle, path: String) -> Result<(), String>
         .map_err(|e| e.to_string())
 }
 
-/// Launch `kimi web` — starts the local Kimi Code Web UI server and opens it
+/// Open the Kimi Code WebUI in the system default browser. Reuses an
-/// in the default browser (the code-app web bundle built into kimi-code 0.33+).
+/// already-running local `kimi web` server (embedded window, terminal, …);
-/// The kimi CLI must be on PATH; the spawned process is detached so the server
+/// otherwise spawns `kimi web`, which starts the server and opens the browser.
-/// keeps running while Kimi Switch stays open.
 #[tauri::command]
-pub fn open_kimi_web() -> Result<(), String> {
+pub async fn open_kimi_web(app: tauri::AppHandle) -> Result<(), String> {
-    use std::process::Command;
+    if kimi_web_alive(Duration::from_millis(800)).await {
-    let mut cmd = Command::new("kimi");
+        // Server already running — just open the browser at the local origin.
+        return app
+            .opener()
+            .open_url(kimi_web_url(), None::<&str>)
+            .map_err(|e| e.to_string());
+    }
+    let mut cmd = std::process::Command::new("kimi");
     cmd.arg("web");
     #[cfg(windows)]
     {
@@ -975,6 +981,162 @@ pub fn open_kimi_web() -> Result<(), String> {
             }
         })
 }
+
+// ---------------------------------------------------------------------------
+// Kimi Code WebUI — embedded in-app window
+//
+// `open_kimi_web_embedded` opens the Kimi Code Web UI inside a dedicated,
+// independent top-level window (no parent/child relationship with the main
+// window). At most one such window exists: re-invoking focuses it. The local
+// `kimi web` server is reused when already running; otherwise one is spawned
+// (`--no-open`) and terminated when the window closes or the app exits.
+// ---------------------------------------------------------------------------
+
+/// Shared state for the embedded WebUI window and the server we may have spawned.
+#[derive(Default)]
+pub struct KimiWebState {
+    /// The embedded WebUI window (at most one).
+    window: Mutex<Option<tauri::WebviewWindow>>,
+    /// The `kimi web` child spawned by this app (None when reusing a server).
+    child: Mutex<Option<std::process::Child>>,
+}
+
+const KIMI_WEB_PORT: u16 = 58627;
+const KIMI_WEB_ORIGIN: &str = "http://127.0.0.1:58627";
+const KIMI_WEB_WINDOW_LABEL: &str = "kimi-web-ui";
+
+/// Build the Web UI URL; the home-wide bearer token rides in the `#token=`
+/// fragment (same as the `kimi web` ready banner, see kimi-code
+/// `cli/sub/web/access-urls.ts`).
+fn kimi_web_url() -> String {
+    let token = dirs::home_dir()
+        .map(|h| h.join(".kimi-code").join("server.token"))
+        .and_then(|p| std::fs::read_to_string(p).ok())
+        .map(|s| s.trim().to_string())
+        .filter(|s| !s.is_empty());
+    match token {
+        Some(t) => format!("{KIMI_WEB_ORIGIN}/#token={t}"),
+        None => format!("{KIMI_WEB_ORIGIN}/"),
+    }
+}
+
+/// Best-effort probe of the local Kimi web server root.
+async fn kimi_web_alive(timeout: Duration) -> bool {
+    let Ok(client) = reqwest::Client::builder().timeout(timeout).build() else {
+        return false;
+    };
+    client
+        .get(KIMI_WEB_ORIGIN)
+        .send()
+        .await
+        .map(|r| r.status().is_success())
+        .unwrap_or(false)
+}
+
+/// Kill the `kimi web` server spawned by this app (no-op when reusing one).
+pub fn kill_spawned_kimi_web(state: &tauri::State<'_, KimiWebState>) {
+    if let Ok(mut guard) = state.child.lock() {
+        if let Some(mut child) = guard.take() {
+            let _ = child.kill();
+            let _ = child.wait();
+        }
+    }
+}
+
+/// Open the Kimi Code WebUI in an embedded, independent top-level window.
+#[tauri::command]
+pub async fn open_kimi_web_embedded(
+    app: tauri::AppHandle,
+    state: tauri::State<'_, KimiWebState>,
+) -> Result<(), String> {
+    // Singleton: focus the existing window instead of creating a second one.
+    if let Ok(guard) = state.window.lock() {
+        if let Some(w) = guard.as_ref() {
+            if w.is_visible().unwrap_or(false) {
+                let _ = w.unminimize();
+                let _ = w.set_focus();
+                return Ok(());
+            }
+        }
+    }
+
+    // Reuse an already-running server, otherwise spawn `kimi web --no-open`.
+    if !kimi_web_alive(Duration::from_millis(800)).await {
+        let mut cmd = std::process::Command::new("kimi");
+        cmd.args(["web", "--no-open", "--port", &KIMI_WEB_PORT.to_string()]);
+        #[cfg(windows)]
+        {
+            use std::os::windows::process::CommandExt;
+            cmd.creation_flags(0x08000000); // CREATE_NO_WINDOW — no console flash
+        }
+        let child = cmd.spawn().map_err(|e| {
+            if e.kind() == std::io::ErrorKind::NotFound {
+                "kimi executable not found on PATH — install Kimi Code CLI first".to_string()
+            } else {
+                format!("failed to start `kimi web`: {e}")
+            }
+        })?;
+        if let Ok(mut guard) = state.child.lock() {
+            *guard = Some(child);
+        }
+    }
+
+    // Wait for the server to come up (fresh start takes a moment).
+    if !kimi_web_alive(Duration::from_secs(8)).await {
+        kill_spawned_kimi_web(&state);
+        return Err(format!("kimi web did not come up within 8s ({KIMI_WEB_ORIGIN})"));
+    }
+
+    // Create the window on the main thread (required on macOS).
+    let url: tauri::Url = match kimi_web_url().parse() {
+        Ok(u) => u,
+        Err(_) => return Err("invalid kimi web url".to_string()),
+    };
+    let app = app.clone();
+    tauri::async_runtime::spawn(async move {
+        let builder_app = app.clone();
+        let _ = app.run_on_main_thread(move || {
+            match tauri::WebviewWindowBuilder::new(
+                &builder_app,
+                KIMI_WEB_WINDOW_LABEL,
+                tauri::WebviewUrl::External(url),
+            )
+            .title("Kimi Code WebUI")
+            .inner_size(1100.0, 750.0)
+            .resizable(true)
+            .center()
+            .build()
+            {
+                Ok(window) => {
+                    // Track the window for the singleton check.
+                    if let Ok(mut guard) = builder_app.state::<KimiWebState>().window.lock() {
+                        *guard = Some(window.clone());
+                    }
+                    // Clean up when the window closes: forget it and stop the
+                    // `kimi web` server we spawned (reused servers are untouched).
+                    let w = window.clone();
+                    window.on_window_event(move |event| match event {
+                        tauri::WindowEvent::Destroyed => {
+                            let app = w.app_handle().clone();
+                            let state = app.state::<KimiWebState>();
+                            if let Ok(mut guard) = state.window.lock() {
+                                *guard = None;
+                            }
+                            kill_spawned_kimi_web(&state);
+                        }
+                        _ => {}
+                    });
+                }
+                Err(_) => {
+                    // Window creation failed (e.g. rapid double-click racing
+                    // the singleton check): don't leak the server we spawned.
+                    kill_spawned_kimi_web(&builder_app.state::<KimiWebState>());
+                }
+            }
+        });
+    });
+    Ok(())
+}
 /// Preference for Linux is AppImage (portable, no install). If the preferred
 /// extension is not present, returns None so the UI can fall back to
 /// "open release page" instead of guessing a less-preferred format.

src-tauri/src/dashboard.rs

@@ -132,8 +132,8 @@ pub struct DailyRow {
     pub cost_usd: f64,
     pub total_tokens: u64,
     pub cache_hit_rate: f64,
-    /// Per-model token breakdown for stacked-bar rendering
+    /// Per-model structured breakdown (tokens / requests / cost / cacheHitRate).
-    pub by_model: HashMap<String, u64>,
+    pub by_model: HashMap<String, TotalsRow>,
     /// Per-provider token breakdown for stacked-bar rendering
     pub by_provider: HashMap<String, u64>,
     /// Per-provider, per-model nested token breakdown (provider → model → tokens),
@@ -980,7 +980,7 @@ fn aggregate(records: &[UsageRecord], range: &str, now_ms: u64) -> RangeStats {
     }
 
     let mut totals = TotalsRow::default();
-    let mut by_day: HashMap<String, (TotalsRow, HashMap<String, u64>, HashMap<String, HashMap<String, u64>>)> = HashMap::new();
+    let mut by_day: HashMap<String, (TotalsRow, HashMap<String, TotalsRow>, HashMap<String, HashMap<String, u64>>)> = HashMap::new();
     let mut by_model: HashMap<String, (ModelRow, TotalsRow)> = HashMap::new();
 
     for r in &filtered {
@@ -988,8 +988,7 @@ fn aggregate(records: &[UsageRecord], range: &str, now_ms: u64) -> RangeStats {
         let dk = day_key(r.time);
         let (day_totals, day_models, day_prov_models) = by_day.entry(dk.clone()).or_default();
         day_totals.add(r);
-        *day_models.entry(r.model.clone()).or_insert(0) +=
+        day_models.entry(r.model.clone()).or_default().add(r);
-            r.input_other + r.output + r.input_cache_read + r.input_cache_creation;
         let provider_key = r.provider.clone().unwrap_or_else(|| "unknown".to_string());
         *day_prov_models
             .entry(provider_key)
@@ -1024,12 +1023,22 @@ fn aggregate(records: &[UsageRecord], range: &str, now_ms: u64) -> RangeStats {
         .map(|(date, (t, by_model, by_provider_model))| {
             let ti = t.input_other + t.input_cache_read + t.input_cache_creation;
             let ch = if ti > 0 { t.input_cache_read as f64 / ti as f64 } else { 0.0 };
+            // Per-model cache_hit_rate (not cumulative; computed from the
+            // model's own input token split).
+            let by_model_finalized: HashMap<String, TotalsRow> = by_model
+                .into_iter()
+                .map(|(k, mut mt)| {
+                    let mi = mt.input_other + mt.input_cache_read + mt.input_cache_creation;
+                    mt.cache_hit_rate = if mi > 0 { mt.input_cache_read as f64 / mi as f64 } else { 0.0 };
+                    (k, mt)
+                })
+                .collect();
             DailyRow {
                 date, requests: t.requests,
                 input_other: t.input_other, output: t.output,
                 input_cache_read: t.input_cache_read, input_cache_creation: t.input_cache_creation,
                 cost_usd: t.cost_usd, total_tokens: t.total_tokens, cache_hit_rate: ch,
-                by_model,
+                by_model: by_model_finalized,
                 by_provider: by_provider_model
                     .iter()
                     .map(|(p, m)| (p.clone(), m.values().sum::<u64>()))

src-tauri/src/lib.rs

@@ -110,6 +110,7 @@ pub fn run() {
             commands::open_installer,
             commands::open_external_url,
             commands::open_kimi_web,
+            commands::open_kimi_web_embedded,
             commands::kimi_oauth_start,
             commands::kimi_oauth_poll,
             commands::get_experimental_env_status,
@@ -123,6 +124,15 @@ pub fn run() {
             dashboard::delete_workspace,
             dashboard::get_session_preview,
         ])
-        .run(tauri::generate_context!())
+        .manage(commands::KimiWebState::default())
-        .expect("error while running tauri application");
+        .build(tauri::generate_context!())
+        .expect("error while running tauri application")
+        .run(|app: &tauri::AppHandle, event| {
+            // Ensure a `kimi web` server spawned for the embedded WebUI window
+            // is stopped when the app exits (windows already destroyed first).
+            if let tauri::RunEvent::Exit = event {
+                let state = app.state::<commands::KimiWebState>();
+                commands::kill_spawned_kimi_web(&state);
+            }
+        });
 }

src-tauri/tauri.conf.json

@@ -1,6 +1,6 @@
 {
   "productName": "Kimi Switch",
-  "version": "0.7.2",
+  "version": "0.7.4",
   "identifier": "com.kimiswitch.app",
   "build": {
     "beforeDevCommand": "npm run dev",

src/components/SubagentSettingsPage.tsx

@@ -164,6 +164,20 @@ export function SubagentSettingsPage({
         {/* Kimi Code WebUI quick open */}
         <Card title={t("webuiSection")}>
           <p className="text-xs text-content-muted">{t("webuiDesc")}</p>
+          <div className="mt-3 flex flex-wrap gap-2">
+            <button
+              type="button"
+              onClick={async () => {
+                try {
+                  await invoke("open_kimi_web_embedded");
+                } catch (err) {
+                  alert(err instanceof Error ? err.message : String(err));
+                }
+              }}
+              className="px-3 py-1.5 text-sm rounded bg-blue-600 text-white hover:bg-blue-500 focus:ring-2 focus:ring-blue-500 focus:outline-none"
+            >
+              {t("openWebUIEmbedded")}
+            </button>
             <button
               type="button"
               onClick={async () => {
@@ -173,10 +187,11 @@ export function SubagentSettingsPage({
                   alert(err instanceof Error ? err.message : String(err));
                 }
               }}
-            className="mt-3 px-3 py-1.5 text-sm rounded bg-blue-600 text-white hover:bg-blue-500 focus:ring-2 focus:ring-blue-500 focus:outline-none"
+              className="px-3 py-1.5 text-sm border border-border rounded hover:bg-hover-2 focus:ring-2 focus:ring-blue-500 focus:outline-none"
             >
-            {t("openWebUI")}
+              {t("openWebUIBrowser")}
             </button>
+          </div>
         </Card>
 
         {/* Subagent: secondary model picker + inherited settings */}

src/components/dashboard/DailyBars.tsx

@@ -97,7 +97,12 @@ export function DailyBars({ daily, dimension, names, unknownProviderLabel }: Dai
           const h = Math.max(4, Math.round(((d.totalTokens || 0) / max) * 170));
           const total = d.totalTokens || 1;
 
-          const breakdown = dimension === "provider" ? d.byProvider : d.byModel;
+          const breakdown =
+            dimension === "provider"
+              ? d.byProvider
+              : Object.fromEntries(
+                  Object.entries(d.byModel || {}).map(([k, v]) => [k, v.totalTokens])
+                );
           const segments = Object.entries(breakdown || {})
             .map(([key, tokens]) => ({
               key,

src/components/dashboard/DailyDetailModal.tsx

@@ -48,12 +48,15 @@ export function DailyDetailModal({ day, dimension, colorMap, unknownProviderLabe
   const total = day.totalTokens || 1;
   const isProvider = dimension === "provider";
 
-  // Flat per-model breakdown (model tab)
+  // Flat per-model breakdown (model tab) — structured TotalsRow per model
   const modelSegments = Object.entries(day.byModel || {})
-    .map(([model, tokens]) => ({
+    .map(([model, row]) => ({
       model,
-      tokens,
+      tokens: row.totalTokens,
-      pct: (tokens / total) * 100,
+      requests: row.requests,
+      costUsd: row.costUsd,
+      cacheHitRate: row.cacheHitRate,
+      pct: ((row.totalTokens || 0) / total) * 100,
     }))
     .sort((a, b) => b.tokens - a.tokens);
 
@@ -165,20 +168,22 @@ export function DailyDetailModal({ day, dimension, colorMap, unknownProviderLabe
               {modelSegments.length === 0 ? (
                 <div className="py-6 text-center text-sm text-content-muted">{t("noData")}</div>
               ) : (
-                <div className="space-y-1.5 max-h-72 overflow-y-auto pr-1">
+                <div className="space-y-2 max-h-72 overflow-y-auto pr-1">
                   {modelSegments.map((s, i) => (
-                    <div key={s.model} className="flex items-center gap-3 text-sm">
+                    <div key={s.model} className="rounded-lg bg-hover/50 px-3 py-2">
+                      <div className="flex items-center gap-2 text-sm">
                         <span className="inline-block h-2.5 w-2.5 rounded-sm shrink-0" style={{ backgroundColor: modelColor(i) }} />
-                      <div className="min-w-0 flex-1">
+                        <span className="truncate flex-1 text-content-primary" title={s.model}>{modelName(s.model)}</span>
-                        <div className="flex items-baseline justify-between gap-2">
+                        <span className="shrink-0 text-xs text-content-muted tabular-nums">{s.pct.toFixed(1)}%</span>
-                          <span className="truncate text-content-primary" title={s.model}>{modelName(s.model)}</span>
-                          <span className="shrink-0 text-xs text-content-muted tabular-nums">
-                            {fmtTokens(s.tokens)} <span className="text-content-muted">· {s.pct.toFixed(1)}%</span>
-                          </span>
                       </div>
-                        <div className="mt-1 h-1.5 w-full overflow-hidden rounded-full bg-border">
+                      <div className="mt-1.5 h-1.5 w-full overflow-hidden rounded-full bg-border">
                         <div className="h-full rounded-full transition-all" style={{ width: `${Math.max(2, s.pct)}%`, backgroundColor: modelColor(i) }} />
                       </div>
+                      <div className="mt-1.5 flex flex-wrap gap-x-4 gap-y-0.5 text-xs text-content-muted tabular-nums">
+                        <span>{t("totalTokens")}: <span className="text-content-primary font-medium">{fmtTokens(s.tokens)}</span></span>
+                        <span>{t("requests")}: <span className="text-content-primary font-medium">{s.requests.toLocaleString()}</span></span>
+                        {s.costUsd > 0 && <span>{t("cost")}: <span className="text-content-primary font-medium">{money(s.costUsd)}</span></span>}
+                        <span>{t("cacheHitRate")}: <span className="text-content-primary font-medium">{fmtPct(s.cacheHitRate)}</span></span>
                       </div>
                     </div>
                   ))}

src/components/dashboard/DashboardPage.tsx

@@ -1,11 +1,14 @@
-import { useState, type ReactNode } from "react";
+import { useMemo, useState, type ReactNode } from "react";
+import { createPortal } from "react-dom";
 import { useDashboard, type DashboardRange } from "../../hooks/useDashboard";
 import { useCurrency } from "../../hooks/useCurrency";
 import { useTranslation } from "../../i18n";
 import { fmtInt, fmtPct, fmtTime, fmtTokens } from "../../lib/dashboard-format";
-import { DailyBars } from "./DailyBars";
+import { DailyBars, modelColor } from "./DailyBars";
+import { DailyDetailModal } from "./DailyDetailModal";
 import { Heatmap } from "./Heatmap";
 import { TrendLineChart } from "./TrendLineChart";
+import type { DailyRow, HeatmapCell } from "../../types/dashboard";
 
 const RANGES: DashboardRange[] = ["today", "7d", "30d", "all"];
 
@@ -56,6 +59,14 @@ export function DashboardPage() {
   const [showAllModels, setShowAllModels] = useState(false);
   const [recentPage, setRecentPage] = useState(1);
   const [trendTab, setTrendTab] = useState<"daily" | "model" | "provider">("daily");
+  const [heatmapSelected, setHeatmapSelected] = useState<DailyRow | null>(null);
+
+  const daily = data?.stats.daily ?? [];
+  const detailDates = useMemo(() => new Set(daily.map((d) => d.date)), [daily]);
+  const heatmapColorMap = useMemo(() => {
+    const unique = [...new Set(daily.flatMap((d) => Object.keys(d.byModel || {})))];
+    return Object.fromEntries(unique.map((m, i) => [m, modelColor(i)]));
+  }, [daily]);
 
   const RANGE_LABELS: Record<DashboardRange, string> = {
     today: t("rangeToday"),
@@ -92,13 +103,17 @@ export function DashboardPage() {
   if (!data) return null;
 
   const totals = data.stats.totals;
-  const daily = data.stats.daily;
   const models = data.stats.models;
   const recent = data.stats.recent;
   const heatmap = data.heatmap;
   const rangeTotals = data.rangeTotals;
   const visibleModels = showAllModels ? models : models.slice(0, 8);
 
+  const onHeatmapCellDoubleClick = (cell: HeatmapCell) => {
+    const row = daily.find((d) => d.date === cell.date);
+    if (row) setHeatmapSelected(row);
+  };
+
   // Recent pagination
   const RECENT_PAGE_SIZE = 30;
   const recentTotal = data.stats.recentTotal;
@@ -206,7 +221,7 @@ export function DashboardPage() {
 
       {/* Heatmap — full row */}
       <Card title={t("cardHeatmap")} subtitle={t("cardHeatmapSub")}>
-        <Heatmap heatmap={heatmap} />
+        <Heatmap heatmap={heatmap} detailDates={detailDates} onCellDoubleClick={onHeatmapCellDoubleClick} />
       </Card>
 
       {/* Usage-trend tabs + Model table side by side */}
@@ -451,6 +466,19 @@ export function DashboardPage() {
           {data.meta.home}
         </div>
       </div>
+
+      {/* Heatmap double-click detail modal */}
+      {heatmapSelected &&
+        createPortal(
+          <DailyDetailModal
+            day={heatmapSelected}
+            dimension="model"
+            colorMap={heatmapColorMap}
+            unknownProviderLabel={t("providerUnknown")}
+            onClose={() => setHeatmapSelected(null)}
+          />,
+          document.body,
+        )}
     </div>
   );
 }

src/components/dashboard/Heatmap.tsx

@@ -7,6 +7,10 @@ import type { HeatmapCell, HeatmapData } from "../../types/dashboard";
 
 interface HeatmapProps {
   heatmap: HeatmapData;
+  /** Set of dates (YYYY-MM-DD) that have detail data in the current range. */
+  detailDates?: Set<string>;
+  /** Called when a cell with detail data is double-clicked. */
+  onCellDoubleClick?: (cell: HeatmapCell) => void;
 }
 
 const LEVEL_BG = [
@@ -30,7 +34,7 @@ interface HoverState {
   y: number;
 }
 
-export function Heatmap({ heatmap }: HeatmapProps) {
+export function Heatmap({ heatmap, detailDates, onCellDoubleClick }: HeatmapProps) {
   const { t, lang } = useTranslation();
   const cells = heatmap?.cells || [];
   const monthLabels = heatmap?.monthLabels || [];
@@ -172,6 +176,7 @@ export function Heatmap({ heatmap }: HeatmapProps) {
                       );
                     }
                     const level = cell.level ?? 0;
+                    const hasDetail = detailDates ? detailDates.has(cell.date) : level > 0;
                     return (
                       <button
                         key={cell.date}
@@ -182,7 +187,8 @@ export function Heatmap({ heatmap }: HeatmapProps) {
                         onMouseLeave={hideTooltip}
                         onFocus={() => showTooltipFromFocus(cell)}
                         onBlur={hideTooltip}
-                        className={`rounded-[3px] ring-1 ring-inset ring-white/5 transition-transform hover:scale-[1.35] focus:scale-[1.35] outline-none ${LEVEL_BG[level] || LEVEL_BG[0]}`}
+                        onDoubleClick={hasDetail && onCellDoubleClick ? () => onCellDoubleClick(cell) : undefined}
+                        className={`rounded-[3px] ring-1 ring-inset ring-white/5 transition-transform outline-none ${LEVEL_BG[level] || LEVEL_BG[0]} ${hasDetail && onCellDoubleClick ? "cursor-pointer hover:scale-[1.35] focus:scale-[1.35]" : "cursor-default"}`}
                         style={{ width: CELL, height: CELL }}
                       />
                     );

src/i18n/en.ts

@@ -482,6 +482,7 @@ export const enTranslations: Record<TranslationKey, string> = {
   // Kimi Code WebUI quick open
   webuiSection: "Kimi Code WebUI",
   webuiDesc:
-    "Launch `kimi web` to open the new Web UI in your browser (built into kimi-code 0.33+). Requires the kimi CLI on PATH.",
+    "Open the new Web UI in an independent in-app window, or in your system browser (built into kimi-code 0.33+). Requires the kimi CLI on PATH.",
-  openWebUI: "Open WebUI",
+  openWebUIEmbedded: "Open in App",
+  openWebUIBrowser: "Open in Browser",
 };

src/i18n/zh.ts

@@ -477,8 +477,9 @@ export const zhTranslations = {
   // Kimi Code WebUI quick open
   webuiSection: "Kimi Code WebUI",
   webuiDesc:
-    "启动 kimi web，在浏览器中打开新版 Web 界面（kimi-code 0.33+ 内置 code-app）。需要 kimi 命令在 PATH 中。",
+    "以独立窗口在应用内打开新版 Web 界面，也可以选择在系统浏览器打开（kimi-code 0.33+ 内置 code-app；需要 kimi 命令在 PATH 中）。",
-  openWebUI: "打开 WebUI",
+  openWebUIEmbedded: "在应用内打开",
+  openWebUIBrowser: "在浏览器打开",
 } as const;
 
 export type TranslationKey = keyof typeof zhTranslations;

src/types/dashboard.ts

@@ -13,7 +13,8 @@ export interface TotalsRow {
 
 export interface DailyRow extends TotalsRow {
   date: string;
-  byModel: Record<string, number>;
+  /** Per-model structured breakdown (tokens / requests / cost / cacheHitRate). */
+  byModel: Record<string, TotalsRow>;
   byProvider: Record<string, number>;
   byProviderModel: Record<string, Record<string, number>>;
 }

website/src/components/Footer.tsx

@@ -1,3 +1,4 @@
+import { useEffect, useState } from "react";
 import { recommendLinks } from "../data/recommendLinks";
 import { useLang } from "../i18n";
 import { asset } from "../lib/asset";
@@ -12,8 +13,62 @@ const logoFor: Record<string, string> = {
   "基元律动": "logos/tokenrhythm.svg",
 };
 
+// 下载统计：只拉 GitHub（公开 API 带 CORS），镜像站 Gitea 未开 CORS 不计入。
+const STATS_URL =
+  "https://api.github.com/repos/billowliu2/KimiSwitch/releases?per_page=100";
+const STATS_CACHE_KEY = "kimi-switch-downloads";
+const STATS_CACHE_TTL = 60 * 60 * 1000; // 1 hour
+
+/** GitHub Release 全部资产 download_count 之和；拉取失败返回 null（不展示）。 */
+function useDownloadCount(): number | null {
+  const [count, setCount] = useState<number | null>(null);
+  useEffect(() => {
+    let cancelled = false;
+    try {
+      const cached = localStorage.getItem(STATS_CACHE_KEY);
+      if (cached) {
+        const { ts, total } = JSON.parse(cached) as { ts: number; total: number };
+        if (Date.now() - ts < STATS_CACHE_TTL) {
+          setCount(total);
+          return;
+        }
+      }
+    } catch {
+      /* ignore corrupt cache */
+    }
+    fetch(STATS_URL)
+      .then((r) => (r.ok ? r.json() : Promise.reject(new Error(String(r.status)))))
+      .then((releases: Array<{ assets?: Array<{ download_count?: number }> }>) => {
+        if (cancelled) return;
+        const total = (releases ?? []).reduce(
+          (sum, rel) =>
+            sum +
+            (rel.assets ?? []).reduce((s, a) => s + (a.download_count ?? 0), 0),
+          0
+        );
+        setCount(total);
+        try {
+          localStorage.setItem(
+            STATS_CACHE_KEY,
+            JSON.stringify({ ts: Date.now(), total })
+          );
+        } catch {
+          /* ignore quota errors */
+        }
+      })
+      .catch(() => {
+        /* 拉取失败则不显示 */
+      });
+    return () => {
+      cancelled = true;
+    };
+  }, []);
+  return count;
+}
+
 export default function Footer() {
   const { t } = useLang();
+  const downloadCount = useDownloadCount();
   return (
     <footer className="border-t border-border py-12">
       <div className="container-page space-y-8">
@@ -86,6 +141,15 @@ export default function Footer() {
               {t.footer.mirror}
             </a>{" "}
             · MIT License
+            {downloadCount !== null && (
+              <>
+                {" "}
+                ·{" "}
+                <span className="opacity-60">
+                  {t.footer.downloads.replace("{n}", downloadCount.toLocaleString())}
+                </span>
+              </>
+            )}
           </div>
           <div className="text-xs opacity-80">
             {t.footer.creditBefore}

website/src/i18n.tsx

@@ -16,10 +16,10 @@ const zh = {
     performance: "性能",
     changelog: "更新日志",
     download: "下载",
-    downloadBtn: "下载 v0.7.2",
+    downloadBtn: "下载 v0.7.4",
   },
   hero: {
-    badge: "v0.7.2 · 开源 MIT · Windows / macOS / Linux",
+    badge: "v0.7.4 · 开源 MIT · Windows / macOS / Linux",
     titleBefore: "统一管理你的",
     titleAccent: "AI 供应商",
     titleAfter: "",
@@ -140,12 +140,34 @@ const zh = {
     syncedNote: "数据已同步 GitHub Releases",
     fallbackNote: "内置版本记录",
     entries: [
+      {
+        version: "v0.7.4",
+        date: "2026-08-09",
+        items: [
+          "仪表盘热力图双击弹窗：双击方块查看当日模型用量分布，每种模型展示 Token / 请求次数 / 费用 / 命中率",
+          "后端 by_model 数据结构升级：从纯 token 数升级为结构化对象，柱状图双击弹窗也同步展示全量指标",
+          "范围外日期不可双击、无放大效果",
+        ],
+      },
+      {
+        version: "v0.7.3",
+        date: "2026-08-07",
+        items: [
+          "高级设置新增 Kimi Code WebUI 应用内嵌窗口：新版 Web 界面以独立顶层窗口打开（单例、可缩放、居中），不再跳转外部浏览器",
+          "WebUI 两个入口并存：应用内独立窗口 / 系统浏览器（复用已运行的 kimi web 服务器，不重复拉起）",
+          "服务器进程自动管理：自己启动的服务器随窗口关闭/应用退出清理，不留残留；窗口创建失败不再泄漏进程",
+          "最小化窗口再次打开可恢复；发布说明文案同步更新",
+        ],
+      },
       {
         version: "v0.7.2",
         date: "2026-08-07",
         items: [
+          "「子代理设置」升级为「高级设置」：聚合子代理模型指定、实验功能开关与 WebUI 快捷入口",
+          "新增 Kimi Code WebUI 快捷打开：高级设置页可将新版 Web 界面以独立窗口在应用内打开，也可在系统浏览器打开（kimi-code 0.33+）",
           "子代理模型指定（实验功能）：设置中为子代理选择次主力模型，子代理不再默认继承主模型",
           "实验开关改为滑动开关，修复开启态因样式缺失而不可见的问题",
+          "兼容 kimi-code 0.33+（v2 引擎）：循环控制改用新键 max_attempts_per_step，旧配置自动迁移",
           "models.dev 模型列表与价格数据同步更新",
           "官网企业版视觉升级；出品公司标识统一为 codingplan.site",
           "macOS 安装优化：Release 附带 install-macos.sh 一键脚本，自动清除下载隔离，免去手动右键打开",
@@ -289,7 +311,7 @@ const zh = {
   },
   download: {
     title: "下载 Kimi Switch",
-    subtitle: "当前版本 v0.7.2 · Windows / macOS / Linux 三平台已发布",
+    subtitle: "当前版本 v0.7.4 · Windows / macOS / Linux 三平台已发布",
     autoUpdate: "应用内置自动检测更新，新版本发布后在设置页一键升级。",
     ready: "已发布",
     wip: "开发中",
@@ -332,6 +354,7 @@ const zh = {
   footer: {
     recommend: "推荐供应商",
     mirror: "国内镜像",
+    downloads: "GitHub 累计下载 {n} 次",
     creditBefore: "仪表盘与会话管理功能基于 ",
     creditAfter: " (MIT, © JochenYang) 移植",
     recommendText: {
@@ -357,10 +380,10 @@ const en: Dict = {
     performance: "Performance",
     changelog: "Changelog",
     download: "Download",
-    downloadBtn: "Download v0.7.2",
+    downloadBtn: "Download v0.7.4",
   },
   hero: {
-    badge: "v0.7.2 · Open source MIT · Windows / macOS / Linux",
+    badge: "v0.7.4 · Open source MIT · Windows / macOS / Linux",
     titleBefore: "One app for all your ",
     titleAccent: "AI providers",
     titleAfter: "",
@@ -481,12 +504,34 @@ const en: Dict = {
     syncedNote: "Synced from GitHub Releases",
     fallbackNote: "Built-in release notes",
     entries: [
+      {
+        version: "v0.7.4",
+        date: "2026-08-09",
+        items: [
+          "Dashboard heatmap double-click: click any heatmap cell to see per-model breakdown with Token / requests / cost / cache hit rate",
+          "Backend by_model data structure upgraded from plain token counts to structured objects; bar chart double-click modal also shows full metrics",
+          "Out-of-range dates are not double-clickable and have no hover zoom",
+        ],
+      },
+      {
+        version: "v0.7.3",
+        date: "2026-08-07",
+        items: [
+          "Advanced Settings gains an embedded Kimi Code WebUI window: the new Web UI opens in an independent top-level window (singleton, resizable, centered) instead of the external browser",
+          "Two WebUI entries coexist: in-app independent window / system browser (reuses an already-running kimi web server, no duplicate spawn)",
+          "Server process is managed automatically: servers we start are cleaned up when the window closes or the app exits; a failed window creation no longer leaks the process",
+          "Re-opening focuses and restores a minimized window; release notes wording synced",
+        ],
+      },
       {
         version: "v0.7.2",
         date: "2026-08-07",
         items: [
+          "Subagent settings upgraded to an Advanced Settings page: subagent model assignment, experimental toggles and a WebUI quick launcher",
+          "New Kimi Code WebUI quick open: open the new Web UI in an independent in-app window from Advanced Settings, or in your system browser (kimi-code 0.33+)",
           "Subagent model assignment (experimental): pick a secondary model for subagents so they no longer inherit the main model by default",
           "Experiment toggle converted to a sliding switch, fixing the invisible enabled state",
+          "Compatible with kimi-code 0.33+ (v2 engine): loop control now writes max_attempts_per_step with auto-migration",
           "models.dev model list and pricing snapshot synced",
           "Enterprise-style website refresh; publisher identity unified as codingplan.site",
           "macOS install polish: releases now ship install-macos.sh, a one-click script that clears the download quarantine",
@@ -629,7 +674,7 @@ const en: Dict = {
   },
   download: {
     title: "Download Kimi Switch",
-    subtitle: "Current version v0.7.2 · Windows, macOS and Linux now released",
+    subtitle: "Current version v0.7.4 · Windows, macOS and Linux now released",
     autoUpdate: "Built-in update detection: upgrade in one click from Settings when a new version ships.",
     ready: "Available",
     wip: "In development",
@@ -672,6 +717,7 @@ const en: Dict = {
   footer: {
     recommend: "Recommended Providers",
     mirror: "China mirror",
+    downloads: "Total GitHub downloads: {n}",
     creditBefore: "Dashboard & session management adapted from ",
     creditAfter: " (MIT, © JochenYang)",
     recommendText: {

website/src/sections/Download.tsx

@@ -8,27 +8,27 @@ const icons: Record<string, Icon> = {
   linux: LinuxLogo,
 };
 
-const VERSION = "0.7.2";
+const VERSION = "0.7.4";
 const GITHUB = "https://github.com/billowliu2/KimiSwitch";
 const MIRROR_RELEASES = "https://git.codingplan.site/admin/KimiCodeSwitch/releases";
 const dl = (file: string) => `${GITHUB}/releases/download/v${VERSION}/${file}`;
 
 /** Per-platform download assets for the current release (names match the CI
- *  release workflow. NOTE: tauri-bundler keeps the productName verbatim, so the
+ *  release workflow exactly — verified against the published v0.7.4 assets:
- *  real asset is "Kimi Switch_0.7.2_…" (space), URL-encoded as %20. */
+ *  tauri-bundler on CI produces `Kimi.Switch_…` (dots) on every platform). */
 const assets: Record<string, { label: string; href: string }[]> = {
   windows: [
-    { label: "MSI", href: dl("Kimi%20Switch_0.7.2_x64_en-US.msi") },
+    { label: "MSI", href: dl("Kimi.Switch_0.7.4_x64_en-US.msi") },
     { label: "镜像", href: MIRROR_RELEASES },
   ],
   macos: [
-    { label: "Apple Silicon (.dmg)", href: dl("Kimi%20Switch_0.7.2_aarch64.dmg") },
+    { label: "Apple Silicon (.dmg)", href: dl("Kimi.Switch_0.7.4_aarch64.dmg") },
     { label: "安装脚本", href: dl("install-macos.sh") },
   ],
   linux: [
-    { label: ".deb", href: dl("Kimi%20Switch_0.7.2_amd64.deb") },
+    { label: ".deb", href: dl("Kimi.Switch_0.7.4_amd64.deb") },
-    { label: ".AppImage", href: dl("Kimi%20Switch_0.7.2_amd64.AppImage") },
+    { label: ".AppImage", href: dl("Kimi.Switch_0.7.4_amd64.AppImage") },
-    { label: ".rpm", href: dl("Kimi%20Switch-0.7.2-1.x86_64.rpm") },
+    { label: ".rpm", href: dl("Kimi.Switch-0.7.4-1.x86_64.rpm") },
   ],
 };