From 729d475d94e5d5e0d2b79af0cd7e1ea8fd17636a Mon Sep 17 00:00:00 2001
From: AI_Architect <admin@local.host>
Date: Thu, 23 Jul 2026 17:11:15 +0800
Subject: [PATCH] =?UTF-8?q?=E5=A2=9E=E5=8A=A0=E7=A1=AC=E4=BB=B6=E7=9B=91?=
 =?UTF-8?q?=E6=8E=A7?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 LibreHardwareMonitorLib.dll           |  Bin 0 -> 1214976 bytes
 __init__.py                           |    3 +
 docs/XB_MemoryVisualization_manual.md |  440 ++++
 js/xb_memory_viz.css                  |  670 ++++++
 js/xb_memory_viz.js                   | 3158 +++++++++++++++++++++++++
 js/xb_memory_viz_graph.js             |  623 +++++
 locales/zh/nodeDefs.json              |    9 +
 nodes_memory_viz.py                   |  888 +++++++
 requirements.txt                      |    6 +
 9 files changed, 5797 insertions(+)
 create mode 100644 LibreHardwareMonitorLib.dll
 create mode 100644 docs/XB_MemoryVisualization_manual.md
 create mode 100644 js/xb_memory_viz.css
 create mode 100644 js/xb_memory_viz.js
 create mode 100644 js/xb_memory_viz_graph.js
 create mode 100644 nodes_memory_viz.py

diff --git a/LibreHardwareMonitorLib.dll b/LibreHardwareMonitorLib.dll
new file mode 100644
index 0000000000000000000000000000000000000000..b9145b83e623c76f22b114b0c4a71d84f08c9969
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HcmV?d00001

diff --git a/__init__.py b/__init__.py
index 8277e0e..5c60d34 100644
--- a/__init__.py
+++ b/__init__.py
@@ -56,6 +56,7 @@ try:
     from .nodes_blockswap_sage import XB_Sage_BlockSwap
     from .nodes_wiring import XB_DynamicBus, XB_UNetNameBroadcaster, XB_CLIPNameBroadcaster
     from .nodes_dashboard import XB_Dashboard_Zen
+    from .nodes_memory_viz import XB_MemoryVisualization
     from .nodes_tile import XB_SamplerChunkMaster
     from .nodes_wan_vae import (XB_WanImageToVideo, XB_WanFirstLastFrameToVideo, XB_WanSoundImageToVideo, XB_WanFunControlToVideo, XB_WanVaceToVideo, XB_Wan22FunControlToVideo, XB_WanInfiniteTalkToVideo, XB_WanInfiniteTalkToVideo_Single, XB_WanInfiniteTalkToVideo_Dual, XB_WanVAEDecodeTiled, XB_WanFunInpaintToVideo, XB_WanCameraImageToVideo, XB_WanPhantomSubjectToVideo, XB_WanHuMoImageToVideo, XB_Wan22ImageToVideoLatent, XB_WanSoundImageToVideoExtend, XB_WanSCAILToVideo, XB_WanSCAILToVideoPro, XB_WanDancerVideo, XB_WanDanceSwitcher, XB_WanDancerCombo, XB_BerniniConditioning)
     from .nodes_batch import XB_BatchFolderLoader
@@ -135,6 +136,7 @@ try:
         "XB_UNetNameBroadcaster": XB_UNetNameBroadcaster,
         "XB_CLIPNameBroadcaster": XB_CLIPNameBroadcaster,
         "XB_Dashboard_Zen": XB_Dashboard_Zen,
+        "XB_MemoryVisualization": XB_MemoryVisualization,
         "XB_SamplerChunkMaster": XB_SamplerChunkMaster,
         "XB_WanImageToVideo": XB_WanImageToVideo,
         "XB_WanFirstLastFrameToVideo": XB_WanFirstLastFrameToVideo,
@@ -275,6 +277,7 @@ try:
         "XB_UNetNameBroadcaster": "XB-BOX - UNet Name Broadcaster",
         "XB_CLIPNameBroadcaster": "XB-BOX - CLIP Name Broadcaster",
         "XB_Dashboard_Zen": "XB-BOX - Dashboard Zen",
+        "XB_MemoryVisualization": "XB 📊 硬件监控面板 (Memory Visualization)",
         "XB_SamplerChunkMaster": "XB-BOX - Sampler Chunk Master",
         "XB_WanImageToVideo": "XB-BOX - Wan Image2Video",
         "XB_WanFirstLastFrameToVideo": "XB-BOX - Wan First/Last Frame2Video",
diff --git a/docs/XB_MemoryVisualization_manual.md b/docs/XB_MemoryVisualization_manual.md
new file mode 100644
index 0000000..2e958fb
--- /dev/null
+++ b/docs/XB_MemoryVisualization_manual.md
@@ -0,0 +1,440 @@
+# XB 📊 硬件监控面板 — 使用说明书
+
+> **节点名称**: `XB_MemoryVisualization`  
+> **显示名称**: `XB 📊 硬件监控面板 (Memory Visualization)`  
+> **分类**: `XB_ToolBox/Dashboard`  
+> **基于**: [ComfyUI-MemoryVisualization](https://github.com/kijai/ComfyUI-MemoryVisualization)  
+> **适配**: 小白工具箱 (XB_ToolBox) / NVIDIA + AMD 双卡支持
+
+---
+
+## 目录
+
+1. [功能概览](#1-功能概览)
+2. [安装与依赖](#2-安装与依赖)
+3. [快速上手](#3-快速上手)
+4. [面板布局详解](#4-面板布局详解)
+5. [右键菜单](#5-右键菜单)
+6. [迷你栏 (Mini Bar)](#6-迷你栏-mini-bar)
+7. [模型列表](#7-模型列表)
+8. [历史图表](#8-历史图表)
+9. [主题切换](#9-主题切换)
+10. [AMD GPU 用户须知](#10-amd-gpu-用户须知)
+11. [常见问题](#11-常见问题)
+
+---
+
+## 1. 功能概览
+
+硬件监控面板是一个**实时、可拖拽、可缩放**的系统资源监控窗口，在 ComfyUI 界面右下角自动显示。
+
+### 核心功能
+
+| 功能 | 说明 |
+|------|------|
+| **VRAM 显存监控** | 实时显示 GPU 显存使用量、分段占比（模型/Torch/缓存/其他） |
+| **RAM 内存监控** | 系统内存、进程内存、固定内存、Python 占用 |
+| **GPU 状态** | 利用率、温度、功耗（NVIDIA 全支持 / AMD 需 LibreHardwareMonitor） |
+| **CPU 状态** | CPU 使用率、型号识别 |
+| **磁盘监控** | 磁盘读写速率、各分区剩余空间 |
+| **页面文件** | 虚拟内存使用情况 |
+| **模型详情** | 已加载模型列表、每个模型的 VRAM/内存分段占用 |
+| **历史图表** | VRAM 使用量趋势图（面积图/柱状图/K线图/点阵图） |
+| **快捷操作** | 一键卸载模型、清除缓存、执行/中断工作流 |
+
+### 界面截图说明
+
+```
+┌─────────────────────────────────────────┐
+│ ≡ 硬件监控              [▶] [卸载▾] [⤤] [−] │  ← 标题栏（可拖拽）
+├─────────────────────────────────────────┤
+│ 内存  32.5GB|64.0GB                     │
+│ ████████░░░░░░░░░░░░░░ 固定/已加载/...   │  ← 内容区
+│ 显存  9.0GB|15.9GB                      │
+│ ██████████████░░░░░░░░ 模型/Torch/...    │
+│ 峰值: 12.3GB  缓存: 1.2GB  GPU 45%  55°C │
+│ 页面文件  2.1GB|16.0GB                   │
+├─────────────────────────────────────────┤
+│ 14:30          14:32 · 9.0GB    实时     │  ← 图表时间轴
+│ ▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓    │  ← 历史图表
+│ ─────── ⬌ 拖拽调整图表高度 ───────       │
+├─────────────────────────────────────────┤
+│ ▸ AutoencodingEngine         320 MB     │  ← 模型列表
+│ ▸ Lumina2                    5.7 GB     │
+│ ▸ ZImageT2IModel             4.1 GB     │
+└─────────────────────────────────────────┘
+```
+
+---
+
+## 2. 安装与依赖
+
+### 自动安装
+
+面板**无需放置节点即可自动加载**。ComfyUI 启动后，监控窗口自动出现在界面右下角。
+
+### 必备依赖
+
+```bash
+pip install psutil pythonnet
+```
+
+| 依赖 | 用途 | 必需 |
+|------|------|------|
+| `psutil` | CPU/内存/磁盘/进程信息 | ✅ 是 |
+| `pythonnet` | .NET 桥接，驱动 LibreHardwareMonitor | ✅ 是 |
+| `LibreHardwareMonitorLib.dll` | GPU 传感器读取（已内置） | ✅ 是 |
+| `nvidia-ml-py` | NVIDIA GPU 精准显存数据 | ⚠️ 可选 |
+
+> `LibreHardwareMonitorLib.dll` 已内置在 `XB_ToolBox\` 目录中，无需额外下载。
+
+### NVIDIA 用户（可选）
+
+```bash
+pip install nvidia-ml-py
+```
+
+安装后可获得设备级显存数据（而非进程级），Windows WDDM 下尤其有用。
+
+---
+
+## 3. 快速上手
+
+### 3.1 启动面板
+
+1. 启动 ComfyUI
+2. 面板**自动出现**在界面右下角
+3. 如果没有看到，检查 ComfyUI 控制台是否有报错
+
+### 3.2 面板操作
+
+| 操作 | 方法 |
+|------|------|
+| **移动面板** | 拖拽标题栏 |
+| **调整大小** | 拖拽面板左/右/下边缘或右下角 |
+| **折叠/展开** | 点击标题栏 `−` / `+` 按钮 |
+| **弹出窗口** | 点击 `⤤` 按钮（画中画模式） |
+| **运行工作流** | 点击 `▶` 按钮 |
+| **取消运行** | 运行中点击 `■` 按钮 |
+| **打开菜单** | 右键点击面板任意位置 |
+
+### 3.3 工作流节点（可选）
+
+你也可以将 `XB 📊 硬件监控面板` 节点拖入工作流：
+- 节点本身**不产生任何输出**
+- 执行节点时会在控制台打印当前 VRAM 状态
+- 主要用作工作流中的"书签"标记
+
+---
+
+## 4. 面板布局详解
+
+### 4.1 标题栏
+
+```
+≡ 硬件监控              [▶] [卸载▾] [⤤] [−]
+```
+
+| 元素 | 功能 |
+|------|------|
+| `≡` | 拖拽手柄（停靠模式下可见） |
+| `硬件监控` | 面板标题 |
+| `▶` / `■` | 执行/中断工作流按钮 |
+| `卸载▾` | 卸载模型菜单 |
+| `⤤` | 弹出画中画窗口 |
+| `−` / `+` | 折叠/展开面板 |
+
+### 4.2 内容区
+
+#### 内存行
+```
+内存  32.5GB|64.0GB
+████████░░░░░░░░░░░░░░░░░░░░
+■ 固定 9.9GB  ■ 已加载 0KB  ■ Python 11.3GB  ■ 其他 11.3GB
+```
+
+- **固定内存 (Pinned)**：用于 GPU 快速传输的锁页内存
+- **已加载 (Loaded)**：已从磁盘加载到 RAM 的模型数据
+- **Python**：Python 进程自身占用
+- **其他**：系统及其他进程占用
+
+#### 显存行
+```
+显存 (AMD Radeon RX 7900 XTX)  9.0GB|15.9GB
+████████████████░░░░░░░░░░░░░░░░
+■ 模型 5.7GB  ■ Torch 2.1GB  ■ 缓存 0.5GB  ■ 其他 0.7GB
+峰值: 12.3GB  缓存: 1.2GB  GPU 45%  55°C  9W  ● 运行中
+```
+
+- **模型 (Models)**：已加载模型占用的 VRAM
+- **Torch**：PyTorch 活跃分配
+- **缓存 (Cache)**：PyTorch 缓存池（可释放）
+- **其他 (Other)**：驱动及其他进程占用
+
+底部信息行：
+| 项目 | 说明 |
+|------|------|
+| `峰值` | 自面板启动以来的 VRAM 最大使用量 |
+| `缓存` | PyTorch 缓存池大小 |
+| `GPU XX%` | GPU 核心利用率（点击可切换图表上的 GPU 曲线） |
+| `XX°C` | GPU 温度 |
+| `XX W` | GPU 功耗 |
+| `● 运行中` / `● 空闲` | 工作流执行状态 |
+
+#### 页面文件行
+```
+页面文件  2.1GB|16.0GB
+████████░░░░░░░░░░░░░░░░░░░░░░
+```
+仅当系统启用了页面文件时显示。
+
+---
+
+## 5. 右键菜单
+
+右键点击面板任意位置打开配置菜单：
+
+```
+┌─────────────────────┐
+│ 缩放          ▸     │  面板整体缩放 (50%~200%)
+│ 字号          ▸     │  字体大小 (10px~20px)
+│ 轮询间隔      ▸     │  数据刷新频率 (100ms~5s)
+│ 显示          ▸     │  显示选项
+│ 迷你视图      ▸     │  折叠状态下的迷你栏选项
+│ 图表          ▸     │  图表样式和颜色
+│ 主题          ▸     │  配色方案
+│ 停靠宽度      ▸     │  停靠到顶栏时的宽度
+│ ✓ 停靠到顶栏        │  切换浮动/停靠模式
+│   重置历史          │  清除图表历史数据
+└─────────────────────┘
+```
+
+### 5.1 缩放子菜单
+
+| 选项 | 效果 |
+|------|------|
+| 50% ~ 200% | 面板整体缩放，包括所有文字和图表 |
+
+### 5.2 字号子菜单
+
+| 选项 | 适用场景 |
+|------|----------|
+| 10px ~ 12px | 小屏幕 / 紧凑布局 |
+| 13px ~ 14px | 正常阅读 |
+| 16px ~ 20px | 大屏 / 远距离观看 |
+
+> 字号与缩放独立：字号只改变文字大小，缩放改变整个面板尺寸。
+
+### 5.3 轮询间隔子菜单
+
+| 选项 | 说明 |
+|------|------|
+| 100ms ~ 250ms | 极快刷新，CPU 开销较大 |
+| **500ms** | 默认，平衡刷新率和性能 |
+| 1s ~ 5s | 低频刷新，适合长时间监控 |
+
+### 5.4 显示子菜单
+
+| 选项 | 默认 | 说明 |
+|------|------|------|
+| 模型条着色 | ☐ | 按模型类型着色进度条 |
+| 模型边框着色 | ☑ | 按模型类型着色边框 |
+| 模型名着色 | ☑ | 按模型类型着色名称 |
+| 显示图例 | ☑ | 显示分段图例文字 |
+| 显示标题 | ☑ | 显示面板标题 |
+| 执行按钮 | ☐ | 显示播放/停止按钮 |
+
+### 5.5 迷你视图子菜单
+
+控制面板折叠后迷你栏中显示哪些内容：
+
+| 选项 | 说明 |
+|------|------|
+| RAM | 内存进度条 |
+| VRAM | 显存进度条 |
+| CPU | CPU 使用率 |
+| 页面文件 | 虚拟内存 |
+| GPU ▸ | GPU 子菜单（利用率/温度/功耗） |
+| 磁盘 ▸ | 磁盘子菜单（I/O + 各分区空间） |
+| 设备名称 | 显示 GPU/CPU 型号 |
+| 类型标签 | 显示 RAM/VRAM/CPU 标签 |
+| 数值显示 | 显示具体数值 |
+| 单位显示 | 显示 GB/MB/°C/W 单位 |
+| 分隔线 | 显示分组分隔线 |
+
+### 5.6 图表子菜单
+
+| 选项 | 说明 |
+|------|------|
+| 面积图 (堆叠) | 默认，aimdo+Torch+其他分层显示 |
+| 柱状图 | 每3个采样点聚合为一个柱子 |
+| K线图 | 类似股票K线，显示开盘/收盘/最高/最低 |
+| 点阵 (渐变) | 由上到下渐变的点阵密度图 |
+| 显存颜色 | 自定义 VRAM 区域颜色 |
+| 总量颜色 | 自定义总量曲线颜色 |
+| 平滑度 | 总量曲线的移动平均窗口大小 (0~20) |
+
+### 5.7 主题子菜单
+
+| 主题 | 风格 |
+|------|------|
+| **default** | 深色主题，橙/绿/蓝配色 |
+| comfy | 跟随 ComfyUI 自身主题 |
+| light | 亮色主题 |
+| sepia | 复古暖色调 |
+| fallout | 哔哔小子辐射风（绿色 CRT） |
+| pink | 粉色少女风 |
+| lucifer | 黑底红字暗黑风 |
+
+---
+
+## 6. 迷你栏 (Mini Bar)
+
+面板折叠后显示的精简状态栏：
+
+```
+RAM ████████░░░░  32.5|64.0GB  │  VRAM ██████░░░░  9.0|15.9GB  │  CPU ████░░  45%
+```
+
+迷你栏中的 GPU 区域支持**多行模式**（同时显示利用率/温度/功耗时自动启用更紧凑的排版）。
+
+---
+
+## 7. 模型列表
+
+展开面板后，底部显示所有已加载模型的详细信息：
+
+```
+▸ AutoencodingEngine                    320 MB  [×]
+  ████████████████████████████████████░░░░░░░░
+  ■ VRAM 320MB  ■ pinned 0KB  ■ loaded 0KB  ■ RAM 0KB
+
+▾ Lumina2                               5.7 GB  [×]
+  ██████████████████████████████████░░░░░░░░░░
+  ■ VRAM 5.6GB  ■ pinned 103MB  ■ loaded 0KB  ■ unloaded 4KB
+  
+  ▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓░░░░░░░░░░░░░░  ← aimdo 页级驻留（需 aimdo）
+  ■ VRAM 5.6GB  ■ unloaded 4KB
+```
+
+| 元素 | 说明 |
+|------|------|
+| `▸` / `▾` | 点击模型名展开/折叠详情 |
+| `[×]` | 卸载该模型 |
+| 彩色进度条 | VRAM(橙) / 固定内存(蓝) / 已加载(深蓝) / 未加载(灰) |
+| 小方块网格 | aimdo 页面驻留可视化（需安装 comfy_aimdo） |
+| `(static)` | 标记为非动态加载的模型 |
+
+---
+
+## 8. 历史图表
+
+图表区域显示 VRAM 使用量随时间变化的趋势：
+
+```
+14:30                              14:32 · 9.0GB    实时
+▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓
+───────────────────────  ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─   ← 虚线 = 总显存上限
+────────────────⬌ 拖拽调整图表高度 ────────────────
+```
+
+| 操作 | 方法 |
+|------|------|
+| 查看历史 | 在图表上**左右拖拽**浏览历史数据 |
+| 回到实时 | 拖到最右侧自动恢复实时模式 |
+| 悬停详情 | 鼠标悬停在图表上查看具体时间/数值 |
+| 调整高度 | 拖拽图表下方的分隔条 |
+| 执行标记 | 绿色竖线 = 开始执行，红色竖线 = 执行结束 |
+
+### 图表样式
+
+| 样式 | 特点 |
+|------|------|
+| **面积图** | 堆叠显示 aimdo+Torch+其他，直观 |
+| 柱状图 | 每3秒聚合，干净简洁 |
+| K线图 | 精确显示波动范围 |
+| 点阵图 | 由上到下密度渐变，艺术感强 |
+
+---
+
+## 9. AMD GPU 用户须知
+
+### 支持的 GPU
+
+| GPU 系列 | 架构 | 利用率 | 温度 | 功耗 | VRAM |
+|----------|------|--------|------|------|------|
+| RX 7000 系列 | RDNA 3 | ✅ | ✅ | ✅ | ✅ |
+| RX 6000 系列 | RDNA 2 | ✅ | ✅ | ✅ | ✅ |
+| RX 5000 系列 | RDNA 1 | ✅ | ✅ | ✅ | ✅ |
+| Vega / Radeon VII | GCN | ✅ | ✅ | ✅ | ✅ |
+
+### 监控原理
+
+AMD GPU 监控通过 **LibreHardwareMonitor** 实现（一个跨厂商的开源硬件监控库）。原理是直接读取 GPU 的 SMU（System Management Unit）传感器数据，与 AMD Adrenalin 驱动面板使用相同的底层接口。
+
+### 如果数据不显示
+
+1. 确认 `XB_ToolBox\LibreHardwareMonitorLib.dll` 存在
+2. 确认已安装 `pythonnet`：`pip install pythonnet`
+3. 尝试**以管理员身份**运行 ComfyUI
+4. 查看 ComfyUI 控制台是否有 `aimdo-viz: LibreHardwareMonitor` 相关日志
+
+### 功耗显示的差异
+
+AMD 功耗显示为 **GPU Package**（整个显卡的总功耗），单位是瓦特 (W)，没有功率上限对比。这与 NVIDIA 的显示格式略有不同（NVIDIA 有 `功耗/上限` 格式）。
+
+---
+
+## 10. 常见问题
+
+### Q: 面板没有自动出现？
+
+A: 检查 ComfyUI 控制台是否有 JavaScript 报错。常见原因：
+- `pythonnet` 未安装
+- `LibreHardwareMonitorLib.dll` 缺失
+- JS 文件加载失败（检查 `js/xb_memory_viz.js` 是否存在）
+
+### Q: GPU 利用率/温度/功耗都显示"无数据"？
+
+A: 
+- **NVIDIA**：安装 `nvidia-ml-py` 并重启
+- **AMD**：确认 `pythonnet` 已安装，查看控制台日志
+
+### Q: 面板太大/太小？
+
+A: 右键 → **缩放** 调整面板大小，或右键 → **字号** 仅调整文字大小。
+
+### Q: 如何让面板固定在顶栏？
+
+A: 拖拽面板到顶部 ComfyUI 操作栏的"停靠左侧"或"停靠右侧"区域释放，或右键 → 停靠到顶栏。
+
+### Q: 图表不更新？
+
+A: 检查轮询间隔设置（右键 → 轮询间隔）。确保未将面板拖拽到历史数据中（右侧显示"实时"即为实时模式）。
+
+### Q: 节点放到工作流中有用吗？
+
+A: 面板**不需要**节点即可工作。节点的作用是：
+- 作为工作流书签
+- 执行时在控制台打印 VRAM 状态
+
+---
+
+## 附录：键盘与鼠标操作速查
+
+| 操作 | 快捷键/方法 |
+|------|------------|
+| 移动面板 | 拖拽标题栏 |
+| 快速拖拽（任意位置） | `Ctrl` + 拖拽 |
+| 调整宽度 | 拖拽左/右边缘 |
+| 调整高度 | 拖拽底部边缘 |
+| 同时调整宽高 | 拖拽右下角 |
+| 折叠/展开 | 点击 `−` / `+` |
+| 弹出画中画 | 点击 `⤤` |
+| 打开菜单 | 右键面板 |
+| 关闭菜单 | 点击菜单外部 |
+| 浏览图表历史 | 在图表上左右拖拽 |
+| 图表悬停详情 | 鼠标悬停图表 |
+| 切换图表 GPU 曲线 | 点击 `GPU XX%` 文字 |
+| 折叠模型详情 | 点击模型名称 |
+| 卸载单个模型 | 点击模型行 `[×]` |
diff --git a/js/xb_memory_viz.css b/js/xb_memory_viz.css
new file mode 100644
index 0000000..69bd4cf
--- /dev/null
+++ b/js/xb_memory_viz.css
@@ -0,0 +1,670 @@
+/*
+  aimdo memory visualization — static styles.
+
+  JS still owns dynamic values (positions, widths, scale/zoom, drop-zone hover state).
+  All theme palettes live here, indexed by data-aimdo-theme on <html>. JS toggles
+  that attribute and reads computed CSS variables back into a small C palette
+  object — needed because <canvas> can't see CSS custom properties.
+*/
+
+/* ---------------- themes ----------------
+   :root holds the default theme. Other themes override only what differs from
+   default — JS toggles them by writing data-aimdo-theme on <html>.
+   fadeOutFrom / fadeOutTo are comma-separated RGB triplets parsed by JS for
+   the canvas fade animation; CSS itself doesn't consume them.
+*/
+:root {
+    --aimdo-bg:           #181818;
+    --aimdo-rowBg:        #1f1f1f;
+    --aimdo-headerBg:     #202020;
+    --aimdo-border:       #2a2a2a;
+    --aimdo-btn:          #2a2a2a;
+    --aimdo-btnText:      #888;
+    --aimdo-text:         #b0b0b0;
+    --aimdo-textDim:      #707070;
+    --aimdo-running:      #b0b0b0;
+    --aimdo-vram:         #e67e22;
+    --aimdo-torch:        #2ecc71;
+    --aimdo-pinned:       #4a9eff;
+    --aimdo-loadedRam:    #0b3d66;
+    --aimdo-unloaded:     #3a3a3a;
+    --aimdo-torchCache:   #1a7a3a;
+    --aimdo-python:       #9b59b6;
+    --aimdo-other:        #505050;
+    --aimdo-graphBg:      #0e0e0e;
+    --aimdo-gridLine:     #1e1e1e;
+    --aimdo-totalLine:    #d0d0d0;
+    --aimdo-gpuUtil:      #c9a227;
+    --aimdo-gpuUtilHi:    #e74c3c;
+    --aimdo-capLine:      #555;
+    --aimdo-barBg:        #222;
+    --aimdo-fadeOutFrom:  200, 60, 60;
+    --aimdo-fadeOutTo:    58, 58, 58;
+
+    /* model type colors (match LiteGraph slot colors) */
+    --aimdo-type-model:         #B39DDB;
+    --aimdo-type-vae:           #FF6E6E;
+    --aimdo-type-clip:          #FFD500;
+    --aimdo-type-clip_vision:   #A8DADC;
+    --aimdo-type-controlnet:    #76B900;
+    --aimdo-type-style_model:   #C2FFAE;
+    --aimdo-type-gligen:        #9B59B6;
+    --aimdo-type-upscale_model: #7AB1FF;
+}
+
+[data-aimdo-theme="light"] {
+    --aimdo-bg: #f5f5f5; --aimdo-rowBg: #ebebeb; --aimdo-headerBg: #e2e2e2;
+    --aimdo-border: #a8a8a8; --aimdo-btn: #c8c8c8; --aimdo-btnText: #333;
+    --aimdo-text: #1a1a1a; --aimdo-textDim: #555;
+    --aimdo-graphBg: #fdfdfd; --aimdo-gridLine: #c8c8c8; --aimdo-barBg: #b8b8b8;
+    --aimdo-vram: #c2410c; --aimdo-torch: #15803d; --aimdo-pinned: #1d4ed8;
+    --aimdo-loadedRam: #7c9cc8;
+    --aimdo-unloaded: #888; --aimdo-torchCache: #166534; --aimdo-python: #6d28d9;
+    --aimdo-other: #666;
+    --aimdo-totalLine: #222; --aimdo-gpuUtil: #854d0e; --aimdo-gpuUtilHi: #b91c1c;
+    --aimdo-capLine: #555; --aimdo-running: #333;
+    --aimdo-fadeOutFrom: 180, 60, 60; --aimdo-fadeOutTo: 136, 136, 136;
+
+    --aimdo-type-model: #7c3aed; --aimdo-type-vae: #dc2626; --aimdo-type-clip: #ca8a04;
+    --aimdo-type-clip_vision: #0891b2; --aimdo-type-controlnet: #15803d;
+    --aimdo-type-style_model: #22c55e; --aimdo-type-gligen: #9333ea; --aimdo-type-upscale_model: #1e40af;
+}
+
+[data-aimdo-theme="sepia"] {
+    --aimdo-bg: #f4ecd8; --aimdo-rowBg: #ebe1c9; --aimdo-headerBg: #e0d4b6;
+    --aimdo-border: #b8a982; --aimdo-btn: #d6c89e; --aimdo-btnText: #6b5a3e;
+    --aimdo-text: #3a2f1e; --aimdo-textDim: #7a6a4e;
+    --aimdo-graphBg: #faf6e8; --aimdo-gridLine: #d8cba8; --aimdo-barBg: #c9b88a;
+    --aimdo-vram: #b8732e; --aimdo-torch: #6b8e23; --aimdo-pinned: #5a7a8c;
+    --aimdo-loadedRam: #3a5a6c;
+    --aimdo-unloaded: #c9b88a; --aimdo-torchCache: #4a6e23; --aimdo-python: #7a4a8a;
+    --aimdo-other: #8a7a5a;
+    --aimdo-totalLine: #4a3a2a; --aimdo-gpuUtil: #8a6818; --aimdo-gpuUtilHi: #a83a2a;
+    --aimdo-capLine: #8a7a5a; --aimdo-running: #5a4a3a;
+    --aimdo-fadeOutFrom: 168, 88, 68; --aimdo-fadeOutTo: 201, 184, 138;
+
+    --aimdo-type-model: #7a5e8a; --aimdo-type-vae: #b03030; --aimdo-type-clip: #a87818;
+    --aimdo-type-clip_vision: #5a8a8a; --aimdo-type-controlnet: #6b8e23;
+    --aimdo-type-style_model: #7a9a5a; --aimdo-type-gligen: #7a4a8a; --aimdo-type-upscale_model: #5a7a9a;
+}
+
+/* Pip-Boy CRT — green screen housed in metallic gray-brown chrome */
+[data-aimdo-theme="fallout"] {
+    --aimdo-bg: #0a1a0a; --aimdo-rowBg: #0f2510; --aimdo-headerBg: #2a2520;
+    --aimdo-border: #5a4a3a; --aimdo-btn: #3a3530; --aimdo-btnText: #c8b89a;
+    --aimdo-text: #7fff7f; --aimdo-textDim: #3a8a3a;
+    --aimdo-graphBg: #051005; --aimdo-gridLine: #1a4a1a; --aimdo-barBg: #0f2510;
+    --aimdo-vram: #88ff66; --aimdo-torch: #ccff44; --aimdo-pinned: #44ffcc;
+    --aimdo-loadedRam: #2a7a5a;
+    --aimdo-unloaded: #1a4a1a; --aimdo-torchCache: #5a9a3a; --aimdo-python: #aaff88;
+    --aimdo-other: #2a4a2a;
+    --aimdo-totalLine: #7fff7f; --aimdo-gpuUtil: #ffcc44; --aimdo-gpuUtilHi: #ff5555;
+    --aimdo-capLine: #3a8a3a; --aimdo-running: #88ff66;
+    --aimdo-fadeOutFrom: 220, 80, 80; --aimdo-fadeOutTo: 26, 74, 26;
+
+    --aimdo-type-model: #aaff88; --aimdo-type-vae: #ff8866; --aimdo-type-clip: #ffdd44;
+    --aimdo-type-clip_vision: #88ffdd; --aimdo-type-controlnet: #aaff44;
+    --aimdo-type-style_model: #ccffaa; --aimdo-type-gligen: #ff88cc; --aimdo-type-upscale_model: #66ddff;
+}
+
+/* pastel pink with mint/lavender accents so data colors stay distinguishable */
+[data-aimdo-theme="pink"] {
+    --aimdo-bg: #fff0f5; --aimdo-rowBg: #ffeaf2; --aimdo-headerBg: #ffd6e8;
+    --aimdo-border: #e8a4c4; --aimdo-btn: #ffc4d6; --aimdo-btnText: #7a3a5a;
+    --aimdo-text: #4a1f3a; --aimdo-textDim: #8a4a6a;
+    --aimdo-graphBg: #fff5fa; --aimdo-gridLine: #f5cadc; --aimdo-barBg: #f5c0d4;
+    --aimdo-vram: #e91e63; --aimdo-torch: #10a37f; --aimdo-pinned: #a78bfa;
+    --aimdo-loadedRam: #7a5ec0;
+    --aimdo-unloaded: #d8b4c0; --aimdo-torchCache: #0f8a6a; --aimdo-python: #7c3aed;
+    --aimdo-other: #a878a0;
+    --aimdo-totalLine: #4a1f3a; --aimdo-gpuUtil: #e0a04a; --aimdo-gpuUtilHi: #d32f5e;
+    --aimdo-capLine: #b67a8a; --aimdo-running: #5a2a4a;
+    --aimdo-fadeOutFrom: 220, 80, 110; --aimdo-fadeOutTo: 216, 180, 192;
+
+    --aimdo-type-model: #e91e63; --aimdo-type-vae: #ef4444; --aimdo-type-clip: #f59e0b;
+    --aimdo-type-clip_vision: #0ea5a4; --aimdo-type-controlnet: #65a30d;
+    --aimdo-type-style_model: #f472b6; --aimdo-type-gligen: #a855f7; --aimdo-type-upscale_model: #3b82f6;
+}
+
+/* Inherits ComfyUI's design tokens via var() so the panel adopts whatever
+   palette the host is in (light/dark mode is read live through the cascade).
+   --aimdo-type-* and --aimdo-fadeOut* are intentionally omitted — the
+   LiteGraph slot hues and fade RGB triplets from :root carry through. */
+[data-aimdo-theme="comfy"] {
+    --aimdo-bg:         var(--comfy-menu-bg);
+    --aimdo-rowBg:      var(--comfy-menu-secondary-bg);
+    --aimdo-headerBg:   var(--comfy-menu-bg);
+    --aimdo-border:     var(--border-color);
+    --aimdo-btn:        var(--comfy-input-bg);
+    --aimdo-btnText:    var(--input-text);
+    --aimdo-text:       var(--input-text);
+    --aimdo-textDim:    var(--descrip-text);
+    --aimdo-running:    var(--input-text);
+    --aimdo-graphBg:    var(--comfy-menu-secondary-bg);
+    --aimdo-gridLine:   var(--border-color);
+    --aimdo-barBg:      var(--comfy-input-bg);
+    --aimdo-totalLine:  var(--fg-color);
+    --aimdo-capLine:    var(--border-color);
+
+    --aimdo-vram:       var(--color-gold-500);
+    --aimdo-torch:      var(--color-jade-600);
+    --aimdo-pinned:     var(--color-azure-400);
+    --aimdo-loadedRam:  var(--color-cobalt-800);
+    --aimdo-unloaded:   var(--color-ash-800);
+    --aimdo-torchCache: var(--color-jade-600);
+    --aimdo-python:     var(--color-magenta-700);
+    --aimdo-other:      var(--color-neutral-550);
+    --aimdo-gpuUtil:    var(--color-gold-500);
+    --aimdo-gpuUtilHi:  var(--color-coral-500);
+
+    /* Neutral fade endpoints chosen to read OK against both light and dark
+       Comfy backgrounds — the dark-tuned :root defaults would streak black
+       on light mode. */
+    --aimdo-fadeOutFrom: 200, 100, 80;
+    --aimdo-fadeOutTo:   128, 128, 128;
+}
+
+/* CUSTOM THEME: Lucifer - Black and Red */
+[data-aimdo-theme="lucifer"] {
+    --aimdo-bg: #000000;
+    --aimdo-rowBg: #050000;
+    --aimdo-headerBg: #000000;
+    --aimdo-border: #FF0000;
+    --aimdo-btn: #110000;
+    --aimdo-btnText: #FF0000;
+    --aimdo-text: #ffffff;
+    --aimdo-textDim: #880000;
+    --aimdo-running: #ffffff;
+    --aimdo-vram: #FF0000;
+    --aimdo-torch: #CC0000;
+    --aimdo-pinned: #880000;
+    --aimdo-loadedRam: #440000;
+    --aimdo-unloaded: #222222;
+    --aimdo-torchCache: #660000;
+    --aimdo-python: #FF0000;
+    --aimdo-other: #444444;
+    --aimdo-graphBg: #000000;
+    --aimdo-gridLine: #220000;
+    --aimdo-totalLine: #ffffff;
+    --aimdo-gpuUtil: #FF0000;
+    --aimdo-gpuUtilHi: #FF5555;
+    --aimdo-capLine: #FF0000;
+    --aimdo-barBg: #110000;
+    --aimdo-fadeOutFrom: 255, 0, 0;
+    --aimdo-fadeOutTo: 0, 0, 0;
+
+    /* model type colors — all red to match the Obsidian Redline aesthetic */
+    --aimdo-type-model: #FF0000;
+    --aimdo-type-vae: #FF0000;
+    --aimdo-type-clip: #FF0000;
+    --aimdo-type-clip_vision: #FF0000;
+    --aimdo-type-controlnet: #FF0000;
+    --aimdo-type-style_model: #FF0000;
+    --aimdo-type-gligen: #FF0000;
+    --aimdo-type-upscale_model: #FF0000;
+}
+
+/* ---------------- panel ---------------- */
+#aimdo-viz-panel {
+    position: fixed;
+    background: var(--aimdo-bg);
+    color: var(--aimdo-text);
+    border: 1px solid var(--aimdo-border);
+    border-radius: 8px;
+    padding: 0;
+    font-family: monospace;
+    font-size: var(--aimdo-font-size, 12px);
+    z-index: 50;
+    min-width: 200px;
+    width: 340px;
+    max-width: 100vw;
+    box-shadow: 0 4px 12px rgba(0,0,0,0.7);
+    user-select: none;
+    display: flex;
+    flex-direction: column;
+}
+
+/* docked: flatten the panel into a horizontal row that fits the topbar actionbar */
+#aimdo-viz-panel.aimdo-docked {
+    position: static !important;
+    left: auto !important; top: auto !important; right: auto !important; bottom: auto !important;
+    width: auto !important; height: auto !important;
+    min-width: 0 !important; max-width: none !important; max-height: none !important;
+    border: none !important; border-radius: 0 !important;
+    box-shadow: none !important; background: transparent !important;
+    flex-direction: row !important;
+    align-items: center;
+    zoom: 1 !important;
+    transform: none !important;
+}
+
+/* ---------------- header ---------------- */
+.aimdo-header {
+    display: flex; justify-content: space-between; align-items: center;
+    padding: 6px 10px;
+    background: var(--aimdo-headerBg);
+    border-radius: 8px 8px 0 0;
+    cursor: move;
+}
+.aimdo-title {
+    font-weight: bold;
+    color: var(--aimdo-text);
+    white-space: nowrap;
+}
+/* 2x3 circular-dot drag handle — matches the grip icon on ComfyUI's docked actionbar.
+   Only shown when docked; floating mode lets the entire header act as the drag surface.
+   The shape is an SVG mask painted by background-color: border-radius can't anti-alias
+   a 2px circle reliably, and a radial-gradient ends up chunkier than what Chrome draws
+   for true SVG primitives. SVG renders the same crisp dots in both browsers. */
+.aimdo-drag-handle {
+    display: none;
+    box-sizing: content-box;
+    width: 6px;
+    height: 10px;
+    padding: 0 4px;
+    background-color: var(--aimdo-textDim);
+    -webkit-mask-image: url("data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 6 10'><circle cx='1' cy='1' r='0.8'/><circle cx='5' cy='1' r='0.8'/><circle cx='1' cy='5' r='0.8'/><circle cx='5' cy='5' r='0.8'/><circle cx='1' cy='9' r='0.8'/><circle cx='5' cy='9' r='0.8'/></svg>");
+    mask-image: url("data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 6 10'><circle cx='1' cy='1' r='0.8'/><circle cx='5' cy='1' r='0.8'/><circle cx='1' cy='5' r='0.8'/><circle cx='5' cy='5' r='0.8'/><circle cx='1' cy='9' r='0.8'/><circle cx='5' cy='9' r='0.8'/></svg>");
+    -webkit-mask-size: 6px 10px;
+    mask-size: 6px 10px;
+    -webkit-mask-repeat: no-repeat;
+    mask-repeat: no-repeat;
+    -webkit-mask-position: center;
+    mask-position: center;
+    -webkit-mask-origin: content-box;
+    mask-origin: content-box;
+    cursor: grab;
+    touch-action: none;
+    flex-shrink: 0;
+    align-self: center;
+}
+#aimdo-viz-panel.aimdo-docked .aimdo-drag-handle {
+    display: inline-block;
+    padding: 0 8px;
+}
+.aimdo-drag-handle:active { cursor: grabbing; }
+.aimdo-drag-handle:hover { background-color: var(--aimdo-text); }
+.aimdo-header-right {
+    display: flex; align-items: center; gap: 6px;
+    margin-left: auto;
+}
+#aimdo-viz-panel.aimdo-docked .aimdo-header {
+    padding: 2px 8px 2px 0 !important;
+    background: transparent !important;
+    border-radius: 0 !important;
+    flex-shrink: 0;
+    cursor: default;
+}
+
+/* ---------------- buttons ---------------- */
+.aimdo-btn {
+    cursor: pointer;
+    font-size: 0.833em;
+    line-height: 1;
+    padding: 1px 6px;
+    background: var(--aimdo-btn);
+    border-radius: 3px;
+    color: var(--aimdo-btnText);
+    white-space: nowrap;
+}
+.aimdo-btn-icon {
+    cursor: pointer;
+    color: var(--aimdo-btnText);
+    padding: 0 4px;
+}
+#aimdo-viz-panel.aimdo-docked .aimdo-btn {
+    font-size: 0.917em;
+    padding: 3px 6px;
+}
+
+/* play / cancel-running button — same shape as other header buttons, but the icon
+   carries the state color (green play, red stop). Hover lifts the background. */
+.aimdo-exec-btn {
+    cursor: pointer;
+    user-select: none;
+    display: inline-block;
+    text-align: center;
+    min-width: 1em;  /* keeps width stable across » /   */
+    font-size: 0.833em;
+    line-height: 1;
+    padding: 2px 6px;
+    background: var(--aimdo-btn);
+    border-radius: 3px;
+    color: var(--aimdo-torch);
+    white-space: nowrap;
+    transition: filter 0.1s;
+}
+.aimdo-exec-btn:hover { filter: brightness(1.4); }
+.aimdo-exec-btn.is-running { color: var(--aimdo-gpuUtilHi); }
+#aimdo-viz-panel.aimdo-docked .aimdo-exec-btn {
+    font-size: 1em;
+    padding: 2.5px 10px;
+}
+
+/* ---------------- mini-bar ---------------- */
+.aimdo-mini-bar {
+    display: none;
+    padding: 4px 10px 6px;
+    font-size: 0.833em;
+    color: var(--aimdo-textDim);
+}
+.aimdo-mini-row {
+    display: flex; justify-content: space-between; gap: 6px; margin-bottom: 2px;
+}
+.aimdo-mini-track {
+    background: var(--aimdo-barBg);
+    border-radius: 2px;
+    height: 4px;
+    overflow: hidden;
+    display: flex;
+    margin-bottom: 4px;
+}
+.aimdo-mini-track-last {
+    margin-bottom: 0;
+}
+/* GPU section: one row per metric — bar + value on the same line. The compact 8px
+   font + 3px bar kicks in only when temp/power are also visible (the .is-multibar
+   class); with only util showing, the row keeps the regular mini-bar styling so it
+   matches RAM/VRAM/CPU above. */
+.aimdo-mini-inline {
+    display: flex;
+    align-items: center;
+    gap: 4px;
+}
+.mini-gpu-section.is-multibar .aimdo-mini-inline,
+.mini-disk-section.is-multibar .aimdo-mini-inline {
+    line-height: 1;
+    font-size: 0.667em;
+}
+.mini-gpu-section.is-multibar .aimdo-mini-inline .aimdo-mini-track,
+.mini-disk-section.is-multibar .aimdo-mini-inline .aimdo-mini-track { height: 3px; }
+.aimdo-mini-inline .aimdo-mini-track {
+    flex: 1 1 0;
+    margin-bottom: 0;
+}
+.aimdo-mini-inline > .mini-gpu-usage,
+.aimdo-mini-inline > .mini-temp-usage,
+.aimdo-mini-inline > .mini-power-usage,
+.aimdo-mini-inline > .mini-disk-read-usage,
+.aimdo-mini-inline > .mini-disk-write-usage {
+    flex-shrink: 0;
+    text-align: right;
+    min-width: 32px;
+}
+/* push the header value to the right even when the GPU label is hidden */
+.mini-gpu-header-value {
+    margin-left: auto;
+}
+/* single-bar mode: hide the inline value next to the bar — the value lives in
+   the title row instead so the layout matches RAM/VRAM/CPU above. */
+.mini-gpu-section:not(.is-multibar) .aimdo-mini-inline > .mini-gpu-usage,
+.mini-gpu-section:not(.is-multibar) .aimdo-mini-inline > .mini-temp-usage,
+.mini-gpu-section:not(.is-multibar) .aimdo-mini-inline > .mini-power-usage {
+    display: none;
+}
+.aimdo-mini-fill {
+    height: 100%;
+    width: 0;
+    transition: width 0.35s ease-out, background 0.35s ease-out;
+}
+.mini-disk-read-fill  { background: var(--aimdo-pinned); }
+.mini-disk-write-fill { background: var(--aimdo-vram); }
+.mini-faults-fill     { background: var(--aimdo-gpuUtil); }
+
+/* Optional group dividers: a thin line between logical groups (memory,
+   storage, compute). The .mini-group-start class marks the first section
+   of each non-leading group. Sections of the same group sit flush; if every
+   section in a group is hidden the divider still lands on the next visible
+   group-start (acceptable, matches the leading-edge quirk elsewhere). */
+.aimdo-mini-bar.has-separators > .mini-group-start {
+    border-top: 1px solid var(--aimdo-border);
+    padding-top: 10px;
+    margin-top: 10px;
+}
+#aimdo-viz-panel.aimdo-docked .aimdo-mini-bar.has-separators > .mini-group-start {
+    border-top: 0;
+    padding-top: 0;
+    margin-top: 0;
+    border-left: 1px solid var(--aimdo-border);
+    padding-left: 16px;
+    margin-left: 6px;
+}
+
+/* free disk space: one row per selected drive, mountpoint left, bar middle, "free" right.
+   Mountpoint column is fixed-width so multiple drives align vertically. */
+.mini-diskspace-section.is-multibar .aimdo-mini-inline { line-height: 1; font-size: 0.667em; }
+.mini-diskspace-section.is-multibar .aimdo-mini-inline .aimdo-mini-track { height: 3px; }
+.mini-diskspace-drive-row > .mini-diskspace-mp {
+    flex-shrink: 0;
+    text-align: left;
+    min-width: 18px;
+    max-width: 36px;
+    overflow: hidden;
+    text-overflow: ellipsis;
+}
+.mini-diskspace-drive-row > .mini-diskspace-usage {
+    flex-shrink: 0;
+    text-align: right;
+    min-width: 32px;
+}
+.mini-diskspace-section.no-units .mini-diskspace-drive-row > .mini-diskspace-usage {
+    min-width: 18px;
+}
+
+/* docked mini-bar: horizontal, fixed-width sections */
+#aimdo-viz-panel.aimdo-docked .aimdo-mini-bar {
+    display: flex !important; flex-direction: row !important;
+    padding: 0 !important; gap: 12px; align-items: center;
+    flex: 1 1 auto; min-width: 0;
+    font-size: 0.75em;
+}
+#aimdo-viz-panel.aimdo-docked .aimdo-mini-row {
+    flex-wrap: wrap;
+    gap: 0 6px;
+    margin-bottom: 3px;
+}
+#aimdo-viz-panel.aimdo-docked .aimdo-mini-row > span {
+    flex-shrink: 0;
+    white-space: nowrap;
+}
+#aimdo-viz-panel.aimdo-docked .aimdo-mini-bar > * {
+    width: var(--aimdo-dock-section-w, 110px);
+    min-width: var(--aimdo-dock-section-w, 110px);
+    flex: 0 0 auto;
+    overflow: hidden;
+}
+
+/* ---------------- body ---------------- */
+#aimdo-viz-body {
+    padding: 8px 10px;
+    flex: 1 1 auto;
+    min-height: 120px;
+    display: flex;
+    flex-direction: column;
+    overflow: hidden;
+}
+#aimdo-viz-panel.aimdo-docked #aimdo-viz-body { display: none !important; }
+#aimdo-viz-panel.aimdo-docked.aimdo-docked-expanded #aimdo-viz-body {
+    display: flex !important;
+    position: fixed !important;
+    z-index: 1500;
+    width: 420px;
+    max-height: 60vh;
+    background: var(--aimdo-bg);
+    color: var(--aimdo-text);
+    border: 1px solid var(--aimdo-border);
+    border-radius: 6px;
+    box-shadow: 0 4px 12px rgba(0,0,0,0.7);
+}
+
+/* ---------------- bar segments (mini-bar + main content rows) ---------------- */
+.aimdo-seg            { height: 100%; }
+.aimdo-seg-vram       { background: var(--aimdo-vram); }
+.aimdo-seg-torch      { background: var(--aimdo-torch); }
+.aimdo-seg-torchCache { background: var(--aimdo-torchCache); }
+.aimdo-seg-pinned     { background: var(--aimdo-pinned); }
+.aimdo-seg-loadedRam  { background: var(--aimdo-loadedRam); }
+.aimdo-seg-python     { background: var(--aimdo-python); }
+.aimdo-seg-other      { background: var(--aimdo-other); }
+.aimdo-seg-unloaded   { background: var(--aimdo-unloaded); }
+
+/* ---------------- model rows (scroll area) ---------------- */
+#aimdo-models                                { scrollbar-width: thin; scrollbar-color: var(--aimdo-btn) transparent; }
+#aimdo-models::-webkit-scrollbar             { width: 8px; }
+#aimdo-models::-webkit-scrollbar-track       { background: transparent; }
+#aimdo-models::-webkit-scrollbar-thumb       { background: var(--aimdo-btn); border-radius: 4px; }
+#aimdo-models::-webkit-scrollbar-thumb:hover { background: var(--aimdo-textDim); }
+
+.aimdo-model-row {
+    margin-top: 6px;
+    background: var(--aimdo-rowBg);
+    /* transparent border reserves space so the row height stays constant when the colored stroke toggles */
+    border: 1px solid transparent;
+    border-radius: 4px;
+    padding: 6px 8px;
+}
+.aimdo-model-head {
+    display: flex; justify-content: space-between; align-items: center;
+    margin-bottom: 2px;
+}
+.aimdo-model-name {
+    cursor: pointer; user-select: none;
+    padding: 1px 4px; margin: -1px -4px;
+    border-radius: 3px;
+    transition: background 0.1s;
+}
+.aimdo-model-name:hover { background: var(--aimdo-btn); }
+.aimdo-model-chevron {
+    color: var(--aimdo-textDim);
+    margin-right: 4px;
+    font-size: 0.75em;
+}
+.aimdo-model-right {
+    display: flex; align-items: center; gap: 6px;
+}
+.aimdo-model-bar {
+    background: var(--aimdo-barBg);
+    border-radius: 3px;
+    height: 10px;
+    overflow: hidden;
+    display: flex;
+}
+.aimdo-model-legend {
+    display: flex; gap: 8px;
+    font-size: 0.833em;
+    color: var(--aimdo-textDim);
+    margin-top: 2px;
+}
+.aimdo-unload-btn, .aimdo-reset-wm-btn {
+    cursor: pointer;
+    font-size: 0.75em;
+    padding: 0px 4px;
+    background: var(--aimdo-btn);
+    border-radius: 2px;
+    color: var(--aimdo-btnText);
+}
+
+.aimdo-graph-canvas { cursor: crosshair; }
+
+/* graph-height resize bar — highlights on hover and stays lit while dragging */
+.aimdo-graph-resize {
+    height: 4px; cursor: ns-resize;
+    flex-shrink: 0; margin: 1px 0;
+}
+.aimdo-graph-resize:hover,
+.aimdo-graph-resize.is-dragging { background: var(--aimdo-btn); }
+
+/* ---------------- menus (root + submenus + unload menu) ---------------- */
+.aimdo-menu {
+    display: none;
+    position: fixed;
+    z-index: 1500;
+    background: var(--aimdo-headerBg);
+    color: var(--aimdo-text);
+    border: 1px solid var(--aimdo-border);
+    border-radius: 4px;
+    padding: 2px 0;
+    min-width: 120px;
+    box-shadow: 0 4px 12px rgba(0,0,0,0.7);
+    font-family: monospace;
+    font-size: 0.833em;
+}
+.aimdo-menu-item {
+    padding: 4px 10px;
+    cursor: pointer;
+    white-space: nowrap;
+}
+.aimdo-menu-item:hover {
+    background: var(--aimdo-btn);
+}
+.aimdo-menu-item.is-disabled {
+    opacity: 0.4;
+    cursor: default;
+}
+.aimdo-menu-header {
+    padding: 4px 10px 2px;
+    color: var(--aimdo-textDim);
+    font-size: 0.75em;
+    text-transform: uppercase;
+    letter-spacing: 0.5px;
+    border-top: 1px solid var(--aimdo-border);
+    margin-top: 2px;
+    cursor: default;
+}
+.aimdo-menu-item.is-disabled:hover {
+    background: transparent;
+}
+.aimdo-menu-parent {
+    padding: 4px 10px; cursor: default; white-space: nowrap;
+    display: flex; justify-content: space-between; gap: 12px;
+}
+.aimdo-menu-parent:hover {
+    background: var(--aimdo-btn);
+}
+.aimdo-chevron { color: var(--aimdo-textDim); }
+.aimdo-check {
+    display: inline-block;
+    width: 12px;
+    text-align: center;
+}
+
+/* ---------------- resize handles ---------------- */
+.aimdo-edge-handle { position: absolute; z-index: 1; }
+.aimdo-edge-left   { top: 28px; bottom: 0; left: 0; width: 4px; cursor: ew-resize; }
+.aimdo-edge-right  { top: 28px; bottom: 0; right: 0; width: 4px; cursor: ew-resize; }
+.aimdo-edge-bottom { left: 4px; right: 4px; bottom: 0; height: 4px; cursor: ns-resize; }
+.aimdo-corner-handle {
+    position: absolute; right: 0; bottom: 0;
+    width: 8px; height: 8px; cursor: nwse-resize; z-index: 2;
+    background: linear-gradient(135deg,
+        transparent 50%,
+        var(--aimdo-textDim) 50%, var(--aimdo-textDim) 60%,
+        transparent 60%, transparent 75%,
+        var(--aimdo-textDim) 75%, var(--aimdo-textDim) 85%,
+        transparent 85%);
+    border-bottom-right-radius: 4px;
+    opacity: 0.55;
+}
+.aimdo-corner-handle:hover { opacity: 1; }
+#aimdo-viz-panel.aimdo-docked .aimdo-edge-handle,
+#aimdo-viz-panel.aimdo-docked .aimdo-corner-handle { display: none !important; }
+
+/* ---------------- drop zone (shown during a drag toward the topbar) ---------------- */
+.aimdo-dropzone {
+    position: relative; z-index: 1501;
+    align-self: stretch; margin: 6px;
+    padding: 0 12px;
+    display: flex; align-items: center; justify-content: center;
+    font-family: monospace; font-size: 0.917em;
+    border: 2px dashed #3b82f6; border-radius: 6px;
+    background: rgba(59,130,246,0.4); color: #fff;
+    pointer-events: auto; min-width: 160px;
+    opacity: 0.9;
+    transition: transform 0.12s, opacity 0.12s, box-shadow 0.12s, border-width 0.12s;
+}
+.aimdo-dropzone-left  { order: -2; }
+.aimdo-dropzone-right { order: 2; }
+.aimdo-dropzone.is-hover {
+    opacity: 1; transform: scale(1.04);
+    border-width: 3px; box-shadow: 0 0 20px rgba(59,130,246,0.45);
+}
diff --git a/js/xb_memory_viz.js b/js/xb_memory_viz.js
new file mode 100644
index 0000000..8b7bc14
--- /dev/null
+++ b/js/xb_memory_viz.js
@@ -0,0 +1,3158 @@
+import { app } from "../../scripts/app.js";
+import { api } from "../../scripts/api.js";
+import {
+    GRAPH_POINTS, HISTORY_TICK_MS,
+    history, graphHover, graphState,
+    pushHistory, pushExecEvent, historyGet, smoothGpuUtil,
+    loadHistory, saveHistory, clearHistoryStorage,
+    loadGraphSavedState, resetHistoryState,
+    drawGraph, buildGraphSubmenu, initGraph,
+} from "./xb_memory_viz_graph.js";
+
+let pollInterval = 500;
+const FADE_TICKS = 6;
+
+const execState = { running: false, node: null, progress: null };
+let peakVramUsed = 0;
+let modelCollapsed = {};
+let colorModelBars = false;
+let colorModelStroke = true;
+let colorModelName = true;
+let showLegends = true;
+let showRamInMini = true;
+let showVramInMini = true;
+let showGpuInMini = true;
+let showCpuInMini = true;
+let showPagefileInMini = false;
+let showDiskInMini = false;
+const DISK_PEAK_FLOOR = 50 * 1024 * 1024;  // 50 MB/s — small enough idle activity is visible
+const DISK_PEAK_HALFLIFE = 30;             // seconds — peak decays back toward floor when quiet
+const diskState = {
+    prevRead: null, prevWrite: null, prevTime: 0,
+    peakRead: DISK_PEAK_FLOOR, peakWrite: DISK_PEAK_FLOOR,
+};
+let showFaultsInMini = false;
+const FAULT_PEAK_FLOOR = 50;   // faults/s — keeps light activity visible
+const FAULT_PEAK_HALFLIFE = 30;
+const faultState = { prev: null, prevTime: 0, peak: FAULT_PEAK_FLOOR };
+// Free-disk-space monitor — array of selected mountpoints (e.g. ["C:\\","D:\\"]).
+// allDisksCache holds the most recent full enumeration so the tooltip can list
+// every fixed drive even when only some are pinned to the bar.
+let selectedDisks = [];
+let allDisksCache = [];
+let wantDisksList = false;  // one-shot — set when settings menu wants a fresh drive list
+let _rebuildDriveMenu = null;  // assigned by createPanel; called from renderData when allDisksCache refreshes
+let showHwNames = true;
+let showTitle = true;
+let showExecBtn = false;  // optional play / cancel-running button in the header
+let miniShowNumbers = true;
+let miniShowUnits = true;
+let miniShowType = true;
+let miniShowGpuTemp = true;
+let miniShowGpuPower = true;
+let miniShowSeparators = true;
+let graphHeight = 80;
+let currentTheme = "default";
+let fontSize = 12;  // 面板基础字号 (px)
+let lang = "zh";    // 界面语言: "zh" | "en"
+
+// ── 中英文翻译映射表 ──
+const L = {
+    zh: {
+        title: "硬件监控", titleAimdo: "硬件监控 (aimdo)",
+        unload: "卸载 ▾", unloadTitle: "卸载模型 / 释放缓存 (点击查看选项)",
+        popout: "弹出到画中画窗口", collapse: "折叠 / 展开面板",
+        cancelRun: "取消正在运行的工作流", runWorkflow: "运行工作流",
+        dragMove: "拖拽移动 (或拖到顶部停靠)", dragResize: "拖拽调整大小",
+        dragResizeGraph: "拖拽调整图表高度",
+        ram: "内存", vram: "显存", pagefile: "页面文件", faults: "硬缺页",
+        disk: "磁盘", diskSpace: "磁盘空间",
+        noGpu: "不可用 (GPU未检测到)", fetchError: "数据获取失败",
+        peak: "峰值", cache: "缓存", running: "运行中", idle: "空闲",
+        noModels: "暂无已加载模型", clickCollapse: "点击折叠/展开",
+        unloadModel: "卸载此模型", pinned: "固定", loaded: "已加载",
+        unloaded: "未加载", ramLabel: "内存", static_: "静态",
+        pinnedRAM: "固定内存", loadedRAM: "已加载内存", vramLabel: "显存",
+        ramTooltip: "内存", wm: "水位", wmTitle: "重置水位线",
+        na: "无数据", live: "实时",
+        models: "模型", torch: "PyTorch", other: "其他", python: "Python",
+        total: "总量", gpuPct: "GPU利用率",
+        pageVRAM: "页显存", pageUnloaded: "页未加载",
+        vramColor: "显存颜色", totalColor: "总量颜色", smoothness: "平滑度",
+        reset: "重置",
+        graphArea: "面积图 (堆叠)", graphBars: "柱状图", graphTicker: "K线图", graphDots: "点阵 (渐变)",
+        menuScale: "缩放", menuFontSize: "字号", menuPoll: "轮询间隔",
+        menuDisplay: "显示", menuMini: "迷你视图", menuGraph: "图表",
+        menuTheme: "主题", menuDockWidth: "停靠宽度", menuLang: "语言",
+        dockSectionW: "区域宽度", dockLeft: "停靠左侧", dockRight: "停靠右侧",
+        undock: "取消停靠 (浮动)", dockTop: "停靠到顶栏",
+        resetHistory: "重置历史", resetHistoryTitle: "重置峰值显存标记并清除历史图表",
+        toggleColorBars: "模型条着色", toggleColorStroke: "模型边框着色",
+        toggleColorName: "模型名着色", toggleShowLegends: "显示图例",
+        toggleShowTitle: "显示标题", toggleExecBtn: "执行按钮",
+        toggleRam: "内存", toggleVram: "显存", togglePagefile: "页面文件",
+        toggleIO: "I/O", toggleFaults: "页面抖动 (硬缺页)",
+        toggleUtil: "利用率", toggleNames: "设备名称",
+        toggleNumbers: "数值显示", toggleUnits: "单位显示",
+        toggleType: "类型标签", toggleTemp: "温度", togglePower: "功耗",
+        toggleSeparators: "分隔线", toggleDisk: "磁盘", drives: "磁盘驱动器",
+        detecting: "检测中…",
+        unloadAimdo: "aimdo (立即卸载)", unloadAimdoTitle: "立即卸载 aimdo 管理的模型",
+        unloadModels: "模型", unloadModelsTitle: "ComfyUI /free — 下次队列时卸载模型",
+        unloadCache: "模型 + 节点缓存", unloadCacheTitle: "ComfyUI /free — 卸载模型并清除节点输出缓存",
+        diskUnavailable: "不可用", diskUsed: "已用", diskFree: "剩余",
+        gpuPowerTitle: "GPU功耗 / 上限", gpuLineTitle: "点击切换图表上的GPU曲线",
+        langZh: "中文", langEn: "English",
+    },
+    en: {
+        title: "Memory", titleAimdo: "Memory (aimdo)",
+        unload: "unload ▾", unloadTitle: "Unload models / free cache (click for options)",
+        popout: "Pop out into a Picture-in-Picture window", collapse: "Collapse / expand panel",
+        cancelRun: "Cancel running workflow", runWorkflow: "Run workflow",
+        dragMove: "Drag to move (or to dock at the top)", dragResize: "Drag to resize",
+        dragResizeGraph: "Drag to resize graph",
+        ram: "RAM", vram: "VRAM", pagefile: "Pagefile", faults: "Faults",
+        disk: "Disk", diskSpace: "Disk space",
+        noGpu: "Not available (GPU not detected)", fetchError: "Error fetching data",
+        peak: "peak", cache: "cache", running: "running", idle: "idle",
+        noModels: "No models loaded", clickCollapse: "Click to collapse/expand",
+        unloadModel: "Unload this model", pinned: "pinned", loaded: "loaded",
+        unloaded: "unloaded", ramLabel: "RAM", static_: "static",
+        pinnedRAM: "pinned RAM", loadedRAM: "loaded RAM", vramLabel: "VRAM",
+        ramTooltip: "RAM", wm: "wm", wmTitle: "reset watermark",
+        na: "N/A", live: "live",
+        models: "models", torch: "torch", other: "other", python: "python",
+        total: "total", gpuPct: "GPU %",
+        pageVRAM: "VRAM", pageUnloaded: "unloaded",
+        vramColor: "VRAM color", totalColor: "Total color", smoothness: "Total smoothness",
+        reset: "reset",
+        graphArea: "Area (stacked)", graphBars: "Bars", graphTicker: "Ticker", graphDots: "Dots (fade)",
+        menuScale: "Scale", menuFontSize: "Font size", menuPoll: "Polling interval",
+        menuDisplay: "Display", menuMini: "Mini view", menuGraph: "Graph",
+        menuTheme: "Theme", menuDockWidth: "Dock width", menuLang: "Language",
+        dockSectionW: "Section width", dockLeft: "Dock left", dockRight: "Dock right",
+        undock: "Undock to floating", dockTop: "Dock to top",
+        resetHistory: "Reset history", resetHistoryTitle: "Reset peak VRAM marker and clear history graph",
+        toggleColorBars: "Color model bars", toggleColorStroke: "Color model stroke",
+        toggleColorName: "Color model name", toggleShowLegends: "Show legends",
+        toggleShowTitle: "Show title", toggleExecBtn: "Execute button",
+        toggleRam: "RAM", toggleVram: "VRAM", togglePagefile: "Pagefile",
+        toggleIO: "I/O", toggleFaults: "Thrashing (hard faults)",
+        toggleUtil: "util", toggleNames: "Device names",
+        toggleNumbers: "Numbers", toggleUnits: "Units",
+        toggleType: "Type labels", toggleTemp: "temp", togglePower: "power",
+        toggleSeparators: "Separators", toggleDisk: "Disk", drives: "Drives",
+        detecting: "detecting…",
+        unloadAimdo: "aimdo (immediate)", unloadAimdoTitle: "Immediately unload aimdo-managed models",
+        unloadModels: "models", unloadModelsTitle: "ComfyUI /free — unload models on next queue tick",
+        unloadCache: "models + node cache", unloadCacheTitle: "ComfyUI /free — unload models and clear node output cache",
+        diskUnavailable: "unavailable", diskUsed: "used", diskFree: "free",
+        gpuPowerTitle: "GPU power draw / cap", gpuLineTitle: "Click to toggle GPU line on graph",
+        langZh: "中文", langEn: "English",
+    }
+};
+
+function _t(key) { return (L[lang] && L[lang][key]) || key; }
+
+const STORAGE_KEY = "aimdo_viz_state";
+function loadState() {
+    try { return JSON.parse(localStorage.getItem(STORAGE_KEY)) || {}; }
+    catch { return {}; }
+}
+function saveState(patch) {
+    const s = loadState();
+    Object.assign(s, patch);
+    localStorage.setItem(STORAGE_KEY, JSON.stringify(s));
+}
+
+// Themes live in aimdo_viz.css as `[data-aimdo-theme="<name>"]` blocks layered
+// over a :root default. Selecting a theme is just setting that attribute on
+// <html> — CSS does the rest. JS keeps a parallel `C` palette object only
+// because <canvas> can't read CSS variables; canvas rendering reads hex/rgb
+// strings from C, which we refresh from computed CSS on each theme switch.
+const THEME_NAMES = ["default", "comfy", "light", "sepia", "fallout", "pink", "lucifer"];
+
+// Keys whose values are color strings the canvas can read directly. fadeOutFrom /
+// fadeOutTo are stored as comma-separated RGB triplets in CSS and parsed into
+// [r,g,b] arrays for the canvas fade animation.
+const PALETTE_KEYS = Object.freeze([
+    "vram","torch","pinned","loadedRam","unloaded","torchCache","python","other",
+    "text","textDim","running","bg","rowBg","headerBg","border","btn","btnText",
+    "graphBg","gridLine","totalLine","gpuUtil","gpuUtilHi","capLine","barBg",
+]);
+const MODEL_TYPE_KEYS = Object.freeze([
+    "model","vae","clip","clip_vision","controlnet","style_model","gligen","upscale_model",
+]);
+const RGB_KEYS = Object.freeze(["fadeOutFrom", "fadeOutTo"]);
+
+// Filled by applyPalette() from computed CSS once the stylesheet is loaded.
+// Canvas drawing reads from here because <canvas> can't read CSS variables;
+// the DOM reads var(--aimdo-X) directly from CSS and never touches C.
+const C = {};
+const MODEL_TYPE_COLOR = {};
+
+// Load the stylesheet and expose the load as a promise. Init code awaits this
+// before touching C so the canvas never draws against an unpopulated palette.
+const cssLoaded = new Promise((resolve) => {
+    const id = "aimdo-viz-stylesheet";
+    if (document.getElementById(id)) { resolve(); return; }
+    const link = document.createElement("link");
+    link.id = id;
+    link.rel = "stylesheet";
+    link.href = new URL("xb_memory_viz.css", import.meta.url).href;
+    link.addEventListener("load", () => resolve(), { once: true });
+    link.addEventListener("error", () => resolve(), { once: true });  // proceed even on 404
+    document.head.appendChild(link);
+});
+
+// The panel uses a custom element, hook disconnectedCallback to detect whena something removes it from the DOM
+if (!customElements.get("aimdo-viz-panel")) {
+    customElements.define("aimdo-viz-panel", class extends HTMLElement {
+        disconnectedCallback() { if (this._onDisconnect) this._onDisconnect(); }
+    });
+}
+
+function parseRgbTriplet(s) {
+    const parts = s.split(",").map(x => parseInt(x.trim(), 10));
+    if (parts.length === 3 && parts.every(Number.isFinite)) return parts;
+    return null;
+}
+
+// Set the theme on <html> so the matching CSS block takes effect, then
+// refresh C from computed CSS variables for canvas use.
+function applyPalette(name) {
+    const root = document.documentElement;
+    if (name && name !== "default" && THEME_NAMES.includes(name)) {
+        root.dataset.aimdoTheme = name;
+    } else {
+        delete root.dataset.aimdoTheme;
+    }
+    const cs = getComputedStyle(root);
+    for (const k of PALETTE_KEYS) {
+        const v = cs.getPropertyValue(`--aimdo-${k}`).trim();
+        if (v) C[k] = v;
+    }
+    for (const k of MODEL_TYPE_KEYS) {
+        const v = cs.getPropertyValue(`--aimdo-type-${k}`).trim();
+        if (v) MODEL_TYPE_COLOR[k] = v;
+    }
+    for (const k of RGB_KEYS) {
+        const v = cs.getPropertyValue(`--aimdo-${k}`).trim();
+        const rgb = v && parseRgbTriplet(v);
+        if (rgb) C[k] = rgb;
+    }
+}
+
+// The "comfy" theme maps --aimdo-* to ComfyUI's --comfy-*/--color-* tokens via
+// var(). Those tokens themselves change when ComfyUI toggles its .dark-theme
+// class on <html> or <body>. DOM elements track that automatically through
+// the cascade, but the cached `C` palette used by the canvas does not — so we
+// re-run applyPalette whenever the host's theme class flips.
+function watchHostThemeFlip() {
+    const reapply = () => { if (currentTheme === "comfy") applyPalette("comfy"); };
+    const opts = { attributes: true, attributeFilter: ["class"] };
+    new MutationObserver(reapply).observe(document.documentElement, opts);
+    if (document.body) new MutationObserver(reapply).observe(document.body, opts);
+}
+
+function hexToRgb(hex) {
+    const h = hex.replace("#", "");
+    return [parseInt(h.slice(0, 2), 16), parseInt(h.slice(2, 4), 16), parseInt(h.slice(4, 6), 16)];
+}
+function hexToRgba(hex, alpha) {
+    const [r, g, b] = hexToRgb(hex);
+    return `rgba(${r},${g},${b},${alpha})`;
+}
+// blend [r,g,b] toward white. Used so fade-in stays in the type's hue family.
+function lightenRgb([r, g, b], amount) {
+    return [
+        Math.round(r + (255 - r) * amount),
+        Math.round(g + (255 - g) * amount),
+        Math.round(b + (255 - b) * amount),
+    ];
+}
+
+initGraph({ C, hexToRgb, hexToRgba, saveState, _t });
+
+
+function escHtml(s) {
+    return String(s).replace(/&/g, "&amp;").replace(/</g, "&lt;").replace(/>/g, "&gt;").replace(/"/g, "&quot;");
+}
+
+function gpuUtilColor(pct) {
+    if (pct < 10) return C.textDim;
+    if (pct < 80) return C.gpuUtil;
+    return C.gpuUtilHi;
+}
+
+function gpuTempColor(c) {
+    if (c < 60) return C.textDim;
+    if (c < 80) return C.gpuUtil;
+    return C.gpuUtilHi;
+}
+
+function gpuPowerColor(draw_mW, limit_mW) {
+    if (draw_mW == null) return C.textDim;
+    if (limit_mW == null || limit_mW <= 0) return C.gpuUtil;
+    return gpuUtilColor(draw_mW / limit_mW * 100);
+}
+
+function formatPower(draw_mW, limit_mW, withUnit = true) {
+    if (draw_mW == null) return null;
+    const draw = Math.round(draw_mW / 1000);
+    const u = withUnit ? "W" : "";
+    if (limit_mW == null || limit_mW <= 0) return `${draw}${u}`;
+    return `${draw}/${Math.round(limit_mW / 1000)}${u}`;
+}
+
+function formatClock(ms) {
+    const d = new Date(ms);
+    const pad = n => n.toString().padStart(2, "0");
+    return `${pad(d.getHours())}:${pad(d.getMinutes())}:${pad(d.getSeconds())}`;
+}
+
+function shortenGpuName(name) {
+    return name.replace(/^NVIDIA\s+/i, "").replace(/^GeForce\s+/i, "").replace(/\s+Laptop GPU$/i, "");
+}
+
+function shortenCpuName(name) {
+    return name
+        .replace(/\(R\)|\(TM\)|\(tm\)/gi, "")
+        .replace(/\s+CPU\s+@.*$/i, "")           // "i9-12900K CPU @ 3.20GHz" → "i9-12900K"
+        .replace(/\s+\d+-Core\s+Processor$/i, "")// "Ryzen 9 7950X 16-Core Processor" → "Ryzen 9 7950X"
+        .replace(/^Intel\s+Core\s+/i, "")
+        .replace(/^AMD\s+/i, "")
+        .replace(/\s+/g, " ")
+        .trim();
+}
+
+function formatBytes(bytes, withUnit = true) {
+    if (bytes == null) return "?";
+    // non-breaking space ( ) so "8.4 GB" never line-wraps between value and unit.
+    if (bytes >= 1024 ** 3) return (bytes / 1024 ** 3).toFixed(1) + (withUnit ? " GB" : "");
+    if (bytes >= 1024 ** 2) return (bytes / 1024 ** 2).toFixed(0) + (withUnit ? " MB" : "");
+    return (bytes / 1024).toFixed(0) + (withUnit ? " KB" : "");
+}
+
+
+// "C:\" → "C:", "/" stays "/". Avoids stripping a bare root slash on POSIX.
+function shortMountpoint(mp) {
+    if (!mp) return "";
+    if (mp.length > 1) return mp.replace(/[\\\/]+$/, "");
+    return mp;
+}
+
+function buildDiskTooltip(disks) {
+    if (!disks || !disks.length) return "";
+    return disks.map(d => {
+        const mp = shortMountpoint(d.mountpoint);
+        const label = d.label ? ` "${d.label}"` : "";
+        if (d.total == null || d.free == null) return `${mp}${label}: ${_t("diskUnavailable")}`;
+        const used = d.total - d.free;
+        const pct = Math.round(used / d.total * 100);
+        return `${mp}${label}: ${formatBytes(used)} / ${formatBytes(d.total)} (${_t("diskUsed")}${pct}%, ${_t("diskFree")}${formatBytes(d.free)})`;
+    }).join("\n");
+}
+
+// per-model residency diff state
+const modelState = {};
+
+function diffResidency(key, residency) {
+    let st = modelState[key];
+    if (!st || st.prev.length !== residency.length) {
+        st = { prev: new Uint8Array(residency), changeAge: new Uint8Array(residency.length) };
+        modelState[key] = st;
+        return st;
+    }
+
+    for (let i = 0; i < residency.length; i++) {
+        if (residency[i] !== st.prev[i]) {
+            st.changeAge[i] = FADE_TICKS;
+        } else if (st.changeAge[i] > 0) {
+            st.changeAge[i]--;
+        }
+        st.prev[i] = residency[i];
+    }
+    return st;
+}
+
+// draw page grid to canvas — much faster than 700 DOM divs.
+// vramColor (hex) tints static cells and the fade-in landing color per model.
+// Normal mode keeps the original yellow→vram "warm-up" pulse; per-model coloring
+// uses a lightened type color so the hue stays in the model's family.
+function drawPageGrid(ctx, cssW, residency, changeAge, panelScale, vramColor) {
+    const vramHex = vramColor || C.vram;
+    const vramRgb = hexToRgb(vramHex);
+    const fadeInFromRgb = vramColor ? lightenRgb(vramRgb, 0.55) : [255, 220, 0];
+    const cellSize = 6;
+    const gap = 1;
+    const step = cellSize + gap;
+    const cols = Math.max(1, Math.floor((cssW + gap) / step));
+    const rows = Math.ceil(residency.length / cols);
+    const cssH = rows * step;
+
+    const dpr = window.devicePixelRatio || 1;
+    const totalScale = panelScale * dpr;
+    const canvas = ctx.canvas;
+    const backingW = Math.max(1, Math.round(cssW * totalScale));
+    const backingH = Math.max(1, Math.round((cssH || 1) * totalScale));
+
+    // skip draw when nothing's animating and inputs match the previous call.
+    let anyAnimating = false;
+    for (let i = 0; i < changeAge.length; i++) if (changeAge[i] > 0) { anyAnimating = true; break; }
+    const sig = `${vramHex}|var(--aimdo-unloaded)|${backingW}x${backingH}|${residency.length}`;
+    if (!anyAnimating && canvas._lastSig === sig) return;
+    canvas._lastSig = sig;
+
+    if (canvas.width !== backingW) canvas.width = backingW;
+    if (canvas.height !== backingH) canvas.height = backingH;
+    canvas.style.height = (cssH || 1) + "px";
+    ctx.setTransform(totalScale, 0, 0, totalScale, 0, 0);
+    ctx.clearRect(0, 0, cssW, cssH || 1);
+
+    // batch: draw all static vram cells, then all static unloaded, then animated individually
+    const animated = [];
+
+    ctx.fillStyle = vramColor || C.vram;
+    for (let i = 0; i < residency.length; i++) {
+        if (changeAge[i] > 0) { animated.push(i); continue; }
+        if (!(residency[i] & 1)) continue;
+        ctx.fillRect((i % cols) * step, Math.floor(i / cols) * step, cellSize, cellSize);
+    }
+
+    ctx.fillStyle = C.unloaded;
+    for (let i = 0; i < residency.length; i++) {
+        if (changeAge[i] > 0 || (residency[i] & 1)) continue;
+        ctx.fillRect((i % cols) * step, Math.floor(i / cols) * step, cellSize, cellSize);
+    }
+
+    // fade-in: lightened type color → type color. fade-out: red → gray (universal "removed").
+    for (const i of animated) {
+        const resident = residency[i] & 1;
+        const t = changeAge[i] / FADE_TICKS;
+        const [fr, fg, fb] = resident ? fadeInFromRgb : C.fadeOutFrom;
+        const [tr, tg, tb] = resident ? vramRgb : C.fadeOutTo;
+        ctx.fillStyle = `rgb(${Math.round(fr * t + tr * (1 - t))},${Math.round(fg * t + tg * (1 - t))},${Math.round(fb * t + tb * (1 - t))})`;
+        ctx.fillRect((i % cols) * step, Math.floor(i / cols) * step, cellSize, cellSize);
+    }
+}
+
+function createPanel() {
+    const saved = loadState();
+    if (saved.pollInterval) pollInterval = saved.pollInterval;
+    loadGraphSavedState(saved);
+    if (typeof saved.colorModelBars === "boolean") colorModelBars = saved.colorModelBars;
+    if (typeof saved.colorModelStroke === "boolean") colorModelStroke = saved.colorModelStroke;
+    if (typeof saved.colorModelName === "boolean") colorModelName = saved.colorModelName;
+    if (typeof saved.showLegends === "boolean") showLegends = saved.showLegends;
+    if (typeof saved.showRamInMini === "boolean") showRamInMini = saved.showRamInMini;
+    if (typeof saved.showVramInMini === "boolean") showVramInMini = saved.showVramInMini;
+    if (typeof saved.showGpuInMini === "boolean") showGpuInMini = saved.showGpuInMini;
+    if (typeof saved.showCpuInMini === "boolean") showCpuInMini = saved.showCpuInMini;
+    if (typeof saved.showPagefileInMini === "boolean") showPagefileInMini = saved.showPagefileInMini;
+    if (typeof saved.showDiskInMini === "boolean") showDiskInMini = saved.showDiskInMini;
+    if (typeof saved.showFaultsInMini === "boolean") showFaultsInMini = saved.showFaultsInMini;
+    if (Array.isArray(saved.selectedDisks)) selectedDisks = saved.selectedDisks.slice();
+    if (typeof saved.showHwNames === "boolean") showHwNames = saved.showHwNames;
+    if (typeof saved.showTitle === "boolean") showTitle = saved.showTitle;
+    if (typeof saved.showExecBtn === "boolean") showExecBtn = saved.showExecBtn;
+    if (typeof saved.miniShowNumbers === "boolean") miniShowNumbers = saved.miniShowNumbers;
+    if (typeof saved.miniShowUnits === "boolean") miniShowUnits = saved.miniShowUnits;
+    if (typeof saved.miniShowType === "boolean") miniShowType = saved.miniShowType;
+    if (typeof saved.miniShowGpuTemp === "boolean") miniShowGpuTemp = saved.miniShowGpuTemp;
+    if (typeof saved.miniShowGpuPower === "boolean") miniShowGpuPower = saved.miniShowGpuPower;
+    if (typeof saved.miniShowSeparators === "boolean") miniShowSeparators = saved.miniShowSeparators;
+    if (typeof saved.graphHeight === "number" && saved.graphHeight > 0) graphHeight = saved.graphHeight;
+    if (typeof saved.theme === "string" && THEME_NAMES.includes(saved.theme)) {
+        currentTheme = saved.theme;
+    }
+    if (typeof saved.fontSize === "number" && saved.fontSize >= 8 && saved.fontSize <= 24) {
+        fontSize = saved.fontSize;
+    }
+    if (typeof saved.lang === "string" && (saved.lang === "zh" || saved.lang === "en")) {
+        lang = saved.lang;
+    }
+    // always run — primes C from computed CSS so the canvas matches the stylesheet
+    applyPalette(currentTheme);
+    watchHostThemeFlip();
+    if (saved.modelCollapsed && typeof saved.modelCollapsed === "object") modelCollapsed = saved.modelCollapsed;
+    let panelScale = typeof saved.scale === "number" ? saved.scale : 1;
+
+    // structural styles live in aimdo_viz.css; CSS variables on :root carry the palette.
+    // theme switches go through applyPalette → setCssVars; no per-element repaint here.
+    const panel = document.createElement("aimdo-viz-panel");
+    panel.id = "aimdo-viz-panel";
+    panel.style.zoom = panelScale;
+    panel.style.setProperty('--aimdo-font-size', fontSize + 'px');
+    panel._scale = panelScale;
+    if (saved.width != null) panel.style.width = Math.min(saved.width, window.innerWidth) / panelScale + "px";
+    // explicit height only when expanded; collapsed shrinks to header.
+    // separate height persistence per mode — expanding/collapsing loads the right one
+    const initialHeight = saved.collapsed ? saved.heightCollapsed : saved.height;
+    if (initialHeight != null) {
+        panel.style.height = Math.min(initialHeight, window.innerHeight) / panelScale + "px";
+    } else if (!saved.collapsed) {
+        // 无保存高度时设置合理的默认高度，防止内容显示不全
+        panel.style.height = Math.min(480, window.innerHeight * 0.5) / panelScale + "px";
+    }
+
+    // CSS sizes are pre-zoom (logical); divide visual targets by panelScale.
+    // 50vh cap when auto-growing; relaxes to viewport when user sets explicit height.
+    let pipWindow = null;  // set when the panel is moved into a PiP window
+    const isPoppedOut = () => pipWindow && !pipWindow.closed;
+    function applyConstraints() {
+        if (isPoppedOut()) return;  // PiP fills its own window; main-page bounds don't apply
+        const heightCapFrac = panel.style.height ? 1.0 : 0.5;
+        panel.style.minWidth = (200 / panelScale) + "px";
+        panel.style.maxWidth = (window.innerWidth / panelScale) + "px";
+        panel.style.maxHeight = (window.innerHeight * heightCapFrac / panelScale) + "px";
+    }
+    applyConstraints();
+
+    // .graph-canvas-panel shrinks when sidebars open; #graph-canvas-container doesn't
+    function getCanvasEl() {
+        return document.querySelector(".graph-canvas-panel")
+            || document.getElementById("graph-canvas-container")
+            || document.getElementById("graph-canvas")
+            || (app && app.canvasEl)
+            || null;
+    }
+
+    function getCanvasBounds() {
+        const el = getCanvasEl();
+        if (el) {
+            const r = el.getBoundingClientRect();
+            if (r.width > 0 && r.height > 0) return r;
+        }
+        return { left: 0, top: 0, right: window.innerWidth, bottom: window.innerHeight };
+    }
+
+    let rightOffset = saved.rightOffset != null ? saved.rightOffset : 10;
+    let bottomOffset = saved.bottomOffset != null ? saved.bottomOffset : 10;
+
+    // Topbar/tabs sit above the panel; leaf bars block only where their items actually sit.
+    // Cache the layout so drag mousemoves don't trigger getBoundingClientRect on every leaf.
+    let chromeCache = null;
+    function refreshChromeCache() {
+        const fullSels = [".comfyui-body-top", ".topbar-container", ".workflow-tabs-container", ".workflow-tabs"];
+        let bottom = 0;
+        for (const s of fullSels) {
+            for (const el of document.querySelectorAll(s)) {
+                const r = el.getBoundingClientRect();
+                if (r.height > 0 && r.bottom > bottom) bottom = r.bottom;
+            }
+        }
+        const containers = [];
+        const leaves = [];
+        for (const el of document.querySelectorAll(".actionbar-container")) {
+            const r = el.getBoundingClientRect();
+            if (r.height <= 0) continue;
+            containers.push({ left: r.left, right: r.right, bottom: r.bottom });
+            for (const node of el.querySelectorAll("*")) {
+                if (node.children.length > 0) continue;
+                const nr = node.getBoundingClientRect();
+                if (nr.width <= 0 || nr.height <= 0) continue;
+                leaves.push({ left: nr.left, right: nr.right, bottom: nr.bottom });
+            }
+        }
+        const sideLeft = [];
+        const sideRight = [];
+        for (const el of document.querySelectorAll(".side-toolbar-container")) {
+            const r = el.getBoundingClientRect();
+            if (r.width <= 0) continue;
+            const isLeft = r.left < 8;
+            const isRight = window.innerWidth - r.right < 8;
+            if (isLeft) sideLeft.push({ right: r.right, top: r.top, bottom: r.bottom });
+            else if (isRight) sideRight.push({ left: r.left, top: r.top, bottom: r.bottom });
+        }
+        chromeCache = { fullBottom: bottom, containers, leaves, sideLeft, sideRight };
+    }
+    function invalidateChromeCache() { chromeCache = null; }
+    // sidebars don't fire window.resize and may overlay (not shrink) the canvas, so the
+    // canvas ResizeObserver alone can't catch them — drop the stale cache and re-clamp here.
+    function onSideChromeChange() { invalidateChromeCache(); applyOffsets(); }
+    window.addEventListener("resize", invalidateChromeCache);
+    let chromeObserversAttached = false;
+    function attachChromeObservers() {
+        if (chromeObserversAttached) return;
+        const ac = document.querySelector(".actionbar-container");
+        const top = document.querySelector(".comfyui-body-top");
+        if (!ac && !top) { requestAnimationFrame(attachChromeObservers); return; }
+        chromeObserversAttached = true;
+        const targets = [ac, top].filter(Boolean);
+        for (const t of targets) {
+            new MutationObserver(invalidateChromeCache).observe(t, { childList: true, subtree: true });
+            if (typeof ResizeObserver !== "undefined") new ResizeObserver(invalidateChromeCache).observe(t);
+        }
+        // body-side wrappers are stable grid areas; the sidebar panel toggles inside them,
+        // changing their width. Observe both so opening either sidebar re-clamps the panel.
+        for (const sel of [".comfyui-body-left", ".comfyui-body-right"]) {
+            const el = document.querySelector(sel);
+            if (!el) continue;
+            // childList only (no subtree) — catch the panel toggling in/out without firing
+            // on the sidebar's own live content updates. Width changes covered by the resize obs.
+            new MutationObserver(onSideChromeChange).observe(el, { childList: true });
+            if (typeof ResizeObserver !== "undefined") new ResizeObserver(onSideChromeChange).observe(el);
+        }
+    }
+    attachChromeObservers();
+
+    function getTopChromeBottom(panelLeft, panelRight) {
+        if (!chromeCache) refreshChromeCache();
+        let bottom = chromeCache.fullBottom;
+        if (panelLeft == null) {
+            for (const c of chromeCache.containers) if (c.bottom > bottom) bottom = c.bottom;
+            return bottom;
+        }
+        for (const nr of chromeCache.leaves) {
+            if (nr.right <= panelLeft || nr.left >= panelRight) continue;
+            if (nr.bottom > bottom) bottom = nr.bottom;
+        }
+        return bottom;
+    }
+
+    function getSideChromeBounds(panelTop, panelBottom) {
+        if (!chromeCache) refreshChromeCache();
+        let minLeft = 0;
+        let maxRight = window.innerWidth;
+        for (const r of chromeCache.sideLeft) {
+            if (panelTop != null && (r.bottom <= panelTop || r.top >= panelBottom)) continue;
+            if (r.right > minLeft) minLeft = r.right;
+        }
+        for (const r of chromeCache.sideRight) {
+            if (panelTop != null && (r.bottom <= panelTop || r.top >= panelBottom)) continue;
+            if (r.left < maxRight) maxRight = r.left;
+        }
+        return { minLeft, maxRight };
+    }
+
+    function clampOffsets(ro, bo) {
+        const b = getCanvasBounds();
+        const pr = panel.getBoundingClientRect();
+        const w = pr.width, h = pr.height;
+        const vw = window.innerWidth, vh = window.innerHeight;
+        const panelRight = b.right - ro;
+        const panelLeft = panelRight - w;
+        const panelTop = b.bottom - bo - h;
+        const panelBottom = b.bottom - bo;
+        const minTop = getTopChromeBottom(panelLeft, panelRight);
+        const { minLeft, maxRight } = getSideChromeBounds(panelTop, panelBottom);
+
+        // when window's too short for both constraints, prefer the chrome
+        // clamp over the viewport edge so we never overlap the topbar/sidebar.
+        const boHi = b.bottom - h - minTop;
+        const boLo = b.bottom - vh;
+        const boClamped = boHi < boLo ? boHi : Math.max(boLo, Math.min(bo, boHi));
+
+        // roLo combines viewport-right and right-chrome constraints (whichever is tighter).
+        const roHi = b.right - w - minLeft;
+        const roLo = Math.max(b.right - vw, b.right - maxRight);
+        const roClamped = roHi < roLo ? roHi : Math.max(roLo, Math.min(ro, roHi));
+        return { ro: roClamped, bo: boClamped, b, w, h };
+    }
+
+    // visual-only clamp; closure offsets stay as user intent so they survive temporary shrinks.
+    // CSS zoom scales style.left/top along with size, so we divide by panelScale to land at
+    // the intended viewport position rather than position × scale.
+    function applyOffsets() {
+        if (pipWindow && !pipWindow.closed) return;  // PiP owns layout while popped out
+        if (isDocked) return;                        // docked panel lives in the actionbar flex flow
+        const { ro, bo, b, w, h } = clampOffsets(rightOffset, bottomOffset);
+        // while actively dragging, bypass clamping so the user can fly over the topbar
+        // to reach the dock drop zone. mouseup re-clamps before persisting.
+        const useRo = dragging ? rightOffset : ro;
+        const useBo = dragging ? bottomOffset : bo;
+        const tx = (b.right - w - useRo) / panelScale;
+        const ty = (b.bottom - h - useBo) / panelScale;
+        panel.style.left = "0";
+        panel.style.top = "0";
+        panel.style.right = "auto";
+        panel.style.bottom = "auto";
+        // translate3d keeps positioning on the compositor — no layout per drag move.
+        panel.style.transform = `translate3d(${tx}px, ${ty}px, 0)`;
+    }
+    window.addEventListener("resize", () => { applyConstraints(); applyOffsets(); positionDockedBody(); });
+
+    // --- Docking to ComfyUI's top actionbar ---
+    // Same pattern as ComfyActionbar.vue: during a drag we expose a drop zone inside
+    // .actionbar-container; mouseup-while-hovering reparents the panel into that container
+    // and switches it to a flat horizontal mini-bar layout via the .aimdo-docked class.
+    let isDocked = !!saved.docked;
+    let dockSide = saved.dockSide === "left" ? "left" : "right";
+    let dockExpanded = false;     // session-only: body shown as overlay below the docked mini-bar
+    let autoDockPending = false;  // true while the post-load redock poll is running
+    let dockSectionWidth = (typeof saved.dockSectionWidth === "number" && saved.dockSectionWidth > 40)
+        ? saved.dockSectionWidth : 110;
+    let savedPanelCss = null;     // snapshot before docking so undock can restore exact styles
+    let preDockCollapsed = null;
+    let dropZoneLeft = null;      // present only while a drag is in progress
+    let dropZoneRight = null;
+    let dropZoneHoverSide = null; // "left" | "right" | null
+    function applyDockSectionWidth() {
+        panel.style.setProperty("--aimdo-dock-section-w", dockSectionWidth + "px");
+        positionDockedBody();
+    }
+    applyDockSectionWidth();
+
+    // overlay anchored under the docked panel; right-docked panels extend the overlay leftward
+    // so it doesn't get pushed off-screen when the panel sits at the topbar's right edge.
+    function positionDockedBody() {
+        if (!isDocked || !dockExpanded) return;
+        const r = panel.getBoundingClientRect();
+        const ac = getActionbarContainer();
+        const acr = ac ? ac.getBoundingClientRect() : null;
+        const overlayW = 420;
+        const anchor = dockSide === "right"
+            ? (acr ? acr.right - overlayW : r.right - overlayW)
+            : (acr ? acr.left : r.left);
+        const left = Math.max(4, Math.min(window.innerWidth - overlayW - 4, anchor));
+        body.style.top = (r.bottom + 12) + "px";
+        body.style.left = left + "px";
+    }
+
+    function getActionbarContainer() {
+        return document.querySelector(".actionbar-container");
+    }
+
+    // two zones — one before the existing actionbar items, one after — let the user choose
+    // which side to dock on via CSS order on the panel.
+    function makeDropZone(side) {
+        const dz = document.createElement("div");
+        dz.className = "aimdo-dropzone aimdo-dropzone-" + side;
+        dz.textContent = side === "left" ? _t("dockLeft") : _t("dockRight");
+        dz.addEventListener("mouseenter", () => {
+            if (!dragging) return;
+            dropZoneHoverSide = side;
+            dz.classList.add("is-hover");
+        });
+        dz.addEventListener("mouseleave", () => {
+            if (dropZoneHoverSide === side) dropZoneHoverSide = null;
+            dz.classList.remove("is-hover");
+        });
+        return dz;
+    }
+    function ensureDropZone() {
+        const ac = getActionbarContainer();
+        if (!ac) return null;
+        if (dropZoneLeft && dropZoneLeft.parentNode === ac) return ac;
+        if (dropZoneLeft) dropZoneLeft.remove();
+        if (dropZoneRight) dropZoneRight.remove();
+        dropZoneLeft = makeDropZone("left");
+        dropZoneRight = makeDropZone("right");
+        ac.appendChild(dropZoneLeft);
+        ac.appendChild(dropZoneRight);
+        return ac;
+    }
+    function clearDropZone() {
+        dropZoneHoverSide = null;
+        if (dropZoneLeft) { dropZoneLeft.remove(); dropZoneLeft = null; }
+        if (dropZoneRight) { dropZoneRight.remove(); dropZoneRight = null; }
+    }
+
+    function dock(side) {
+        const ac = getActionbarContainer();
+        if (!ac) return false;
+        if (side === "left" || side === "right") dockSide = side;
+        if (isDocked) {
+            panel.style.order = dockSide === "left" ? "-1" : "1";
+            if (panel.parentNode !== ac) ac.appendChild(panel);
+            saveState({ dockSide });
+            return true;
+        }
+        preDockCollapsed = collapsed;
+        if (!collapsed) {
+            collapsed = true;
+            body.style.display = "none";
+            miniBar.style.display = "block";
+            toggleBtn.textContent = "+";
+        }
+        dockExpanded = false;
+        savedPanelCss = panel.style.cssText;
+        panel.classList.add("aimdo-docked");
+        panel.style.order = dockSide === "left" ? "-1" : "1";
+        ac.appendChild(panel);
+        isDocked = true;
+        saveState({ docked: true, dockSide });
+        return true;
+    }
+
+    function reconcileDocking() {
+        if (!isDocked || panel.isConnected) return;
+        const ac = getActionbarContainer();
+        if (!ac) return;
+        panel.style.order = dockSide === "left" ? "-1" : "1";
+        ac.appendChild(panel);
+    }
+    // The panel is a custom element — its disconnectedCallback fires the instant Vue
+    // (or anything else) removes it from the DOM.
+    panel._onDisconnect = () => { if (isDocked) queueMicrotask(reconcileDocking); };
+
+    function undock() {
+        autoDockPending = false;  // explicit undock cancels any in-flight auto-redock poll
+        if (!isDocked) return;
+        dockExpanded = false;
+        panel.classList.remove("aimdo-docked", "aimdo-docked-expanded");
+        body.style.top = "";
+        body.style.left = "";
+        if (savedPanelCss != null) panel.style.cssText = savedPanelCss;
+        savedPanelCss = null;
+        document.body.appendChild(panel);
+        isDocked = false;
+        const restoreCollapsed = preDockCollapsed != null ? preDockCollapsed : false;
+        preDockCollapsed = null;
+        collapsed = restoreCollapsed;
+        body.style.display = collapsed ? "none" : "flex";
+        miniBar.style.display = collapsed ? "block" : "none";
+        toggleBtn.textContent = collapsed ? "+" : "−";
+        if (!collapsed) {
+            const s = loadState();
+            const h = s.height;
+            panel.style.height = h != null ? (Math.min(h, window.innerHeight) / panelScale + "px") : "";
+        }
+        saveState({ collapsed, docked: false });
+        applyConstraints();
+        applyOffsets();
+    }
+
+    const header = document.createElement("div");
+    header.className = "aimdo-header";
+    // visible drag affordance matching ComfyUI's docked actionbar handle — six dots in a 2x3 grid
+    const dragHandle = document.createElement("span");
+    dragHandle.className = "aimdo-drag-handle";
+    dragHandle.title = _t("dragMove");
+    header.appendChild(dragHandle);
+    const titleSpan = document.createElement("span");
+    titleSpan.className = "aimdo-title";
+    titleSpan.textContent = _t("title");
+    header.appendChild(titleSpan);
+
+    const miniBar = document.createElement("div");
+    miniBar.className = "aimdo-mini-bar";
+    miniBar.innerHTML = `<div class="mini-ram-section">
+        <div class="aimdo-mini-row">
+            <span class="mini-ram-label">${_t("ram")}</span><span class="mini-ram-usage"></span>
+        </div>
+        <div class="aimdo-mini-track mini-ram-bar">
+            <div class="aimdo-seg aimdo-seg-pinned"></div>
+            <div class="aimdo-seg aimdo-seg-loadedRam"></div>
+            <div class="aimdo-seg aimdo-seg-python"></div>
+            <div class="aimdo-seg aimdo-seg-other"></div>
+        </div>
+    </div>
+    <div class="mini-vram-section">
+        <div class="aimdo-mini-row">
+            <span class="mini-vram-label">${_t("vram")}</span><span class="mini-vram-usage"></span>
+        </div>
+        <div class="aimdo-mini-track mini-vram-bar">
+            <div class="aimdo-seg aimdo-seg-vram"></div>
+            <div class="aimdo-seg aimdo-seg-torch"></div>
+            <div class="aimdo-seg aimdo-seg-torchCache"></div>
+            <div class="aimdo-seg aimdo-seg-other"></div>
+        </div>
+    </div>
+    <div class="mini-pagefile-section">
+        <div class="aimdo-mini-row">
+            <span class="mini-pagefile-label">${_t("pagefile")}</span><span class="mini-pagefile-usage"></span>
+        </div>
+        <div class="aimdo-mini-track mini-pagefile-bar">
+            <div class="aimdo-seg aimdo-seg-python"></div>
+        </div>
+    </div>
+    <div class="mini-faults-section">
+        <div class="aimdo-mini-row">
+            <span class="mini-faults-label">${_t("faults")}</span><span class="mini-faults-usage"></span>
+        </div>
+        <div class="aimdo-mini-track mini-faults-bar"><div class="aimdo-mini-fill mini-faults-fill"></div></div>
+    </div>
+    <div class="mini-disk-section is-multibar">
+        <div class="aimdo-mini-row mini-disk-row">
+            <span class="mini-disk-label">${_t("disk")}</span><span class="mini-disk-header-value"></span>
+        </div>
+        <div class="aimdo-mini-inline mini-disk-read-row">
+            <div class="aimdo-mini-track mini-disk-read-bar"><div class="aimdo-mini-fill mini-disk-read-fill"></div></div>
+            <span class="mini-disk-read-usage"></span>
+        </div>
+        <div class="aimdo-mini-inline mini-disk-write-row">
+            <div class="aimdo-mini-track mini-disk-write-bar"><div class="aimdo-mini-fill mini-disk-write-fill"></div></div>
+            <span class="mini-disk-write-usage"></span>
+        </div>
+    </div>
+    <div class="mini-diskspace-section is-multibar">
+        <div class="aimdo-mini-row mini-diskspace-row">
+            <span class="mini-diskspace-label">${_t("diskSpace")}</span>
+        </div>
+        <div class="mini-diskspace-rows"></div>
+    </div>
+    <div class="mini-cpu-section">
+        <div class="aimdo-mini-row">
+            <span class="mini-cpu-label">CPU</span><span class="mini-cpu-usage"></span>
+        </div>
+        <div class="aimdo-mini-track mini-cpu-bar"><div class="aimdo-mini-fill mini-cpu-fill"></div></div>
+    </div>
+    <div class="mini-gpu-section">
+        <div class="aimdo-mini-row mini-gpu-row">
+            <span class="mini-gpu-label">GPU</span><span class="mini-gpu-header-value"></span>
+        </div>
+        <div class="aimdo-mini-inline mini-util-row">
+            <div class="aimdo-mini-track mini-gpu-bar"><div class="aimdo-mini-fill mini-gpu-fill"></div></div>
+            <span class="mini-gpu-usage"></span>
+        </div>
+        <div class="aimdo-mini-inline mini-temp-row">
+            <div class="aimdo-mini-track mini-temp-bar"><div class="aimdo-mini-fill mini-temp-fill"></div></div>
+            <span class="mini-temp-usage"></span>
+        </div>
+        <div class="aimdo-mini-inline mini-power-row">
+            <div class="aimdo-mini-track mini-power-bar"><div class="aimdo-mini-fill mini-power-fill"></div></div>
+            <span class="mini-power-usage"></span>
+        </div>
+    </div>`;
+
+    // refs cached once so the per-tick render path doesn't re-query
+    const mbRefs = {
+        bar: miniBar,
+        ramSection: miniBar.querySelector(".mini-ram-section"),
+        ramLabel: miniBar.querySelector(".mini-ram-label"),
+        ramUsage: miniBar.querySelector(".mini-ram-usage"),
+        ramSegs: miniBar.querySelectorAll(".mini-ram-bar > .aimdo-seg"),
+        vramSection: miniBar.querySelector(".mini-vram-section"),
+        vramLabel: miniBar.querySelector(".mini-vram-label"),
+        vramUsage: miniBar.querySelector(".mini-vram-usage"),
+        vramSegs: miniBar.querySelectorAll(".mini-vram-bar > .aimdo-seg"),
+        cpuSection: miniBar.querySelector(".mini-cpu-section"),
+        cpuLabel: miniBar.querySelector(".mini-cpu-label"),
+        cpuUsage: miniBar.querySelector(".mini-cpu-usage"),
+        cpuFill: miniBar.querySelector(".mini-cpu-fill"),
+        pagefileSection: miniBar.querySelector(".mini-pagefile-section"),
+        pagefileLabel: miniBar.querySelector(".mini-pagefile-label"),
+        pagefileUsage: miniBar.querySelector(".mini-pagefile-usage"),
+        pagefileSegs: miniBar.querySelectorAll(".mini-pagefile-bar > .aimdo-seg"),
+        faultsSection: miniBar.querySelector(".mini-faults-section"),
+        faultsLabel: miniBar.querySelector(".mini-faults-label"),
+        faultsUsage: miniBar.querySelector(".mini-faults-usage"),
+        faultsFill: miniBar.querySelector(".mini-faults-fill"),
+        diskSection: miniBar.querySelector(".mini-disk-section"),
+        diskLabel: miniBar.querySelector(".mini-disk-label"),
+        diskReadUsage: miniBar.querySelector(".mini-disk-read-usage"),
+        diskReadFill: miniBar.querySelector(".mini-disk-read-fill"),
+        diskWriteUsage: miniBar.querySelector(".mini-disk-write-usage"),
+        diskWriteFill: miniBar.querySelector(".mini-disk-write-fill"),
+        diskSpaceSection: miniBar.querySelector(".mini-diskspace-section"),
+        diskSpaceLabel: miniBar.querySelector(".mini-diskspace-label"),
+        diskSpaceRows: miniBar.querySelector(".mini-diskspace-rows"),
+        gpuSection: miniBar.querySelector(".mini-gpu-section"),
+        gpuRow: miniBar.querySelector(".mini-gpu-row"),
+        gpuLabel: miniBar.querySelector(".mini-gpu-label"),
+        gpuHeaderValue: miniBar.querySelector(".mini-gpu-header-value"),
+        utilRow: miniBar.querySelector(".mini-util-row"),
+        gpuUsage: miniBar.querySelector(".mini-gpu-usage"),
+        gpuFill: miniBar.querySelector(".mini-gpu-fill"),
+        tempRow: miniBar.querySelector(".mini-temp-row"),
+        tempUsage: miniBar.querySelector(".mini-temp-usage"),
+        tempFill: miniBar.querySelector(".mini-temp-fill"),
+        powerRow: miniBar.querySelector(".mini-power-row"),
+        powerUsage: miniBar.querySelector(".mini-power-usage"),
+        powerFill: miniBar.querySelector(".mini-power-fill"),
+    };
+    miniBar._refs = mbRefs;
+
+    const headerRight = document.createElement("div");
+    headerRight.className = "aimdo-header-right";
+
+    // optional play / cancel-running button. Toggles based on execState.running which
+    // setup() keeps current via api event listeners; we also call updateExecBtnState
+    // directly from those listeners so the button flips the instant execution starts/ends.
+    const execBtn = document.createElement("span");
+    execBtn.className = "aimdo-exec-btn";
+    execBtn.style.display = showExecBtn ? "" : "none";
+    function updateExecBtnState() {
+        if (execState.running) {
+            execBtn.classList.add("is-running");
+            execBtn.textContent = "■";
+            execBtn.title = _t("cancelRun");
+        } else {
+            execBtn.classList.remove("is-running");
+            execBtn.textContent = "▶";
+            execBtn.title = _t("runWorkflow");
+        }
+    }
+    updateExecBtnState();
+    let execBusy = false;
+    execBtn.addEventListener("click", async (e) => {
+        e.stopPropagation();
+        // re-entrancy guard: fast double-clicks during the in-flight request would
+        // otherwise double-queue (or send a redundant interrupt).
+        if (execBusy) return;
+        execBusy = true;
+        try {
+            if (execState.running) await api.interrupt(null);
+            else await app.queuePrompt(0);
+        } catch (err) {
+            console.error("aimdo-viz: exec/interrupt failed", err);
+        } finally {
+            execBusy = false;
+        }
+    });
+    headerRight.appendChild(execBtn);
+
+    const unloadBtn = document.createElement("span");
+    unloadBtn.className = "aimdo-btn";
+    unloadBtn.textContent = _t("unload");
+    unloadBtn.title = _t("unloadTitle");
+
+    const unloadMenu = document.createElement("div");
+    unloadMenu.className = "aimdo-menu";
+    unloadMenu.style.minWidth = "160px";
+    const unloadOptions = [
+        { label: _t("unloadAimdo"), title: _t("unloadAimdoTitle"), run: () =>
+            api.fetchApi("/aimdo/unload_all", { method: "POST" }) },
+        { label: _t("unloadModels"), title: _t("unloadModelsTitle"), run: () =>
+            api.fetchApi("/free", { method: "POST",
+                body: JSON.stringify({ unload_models: true }),
+                headers: { "Content-Type": "application/json" } }) },
+        { label: _t("unloadCache"), title: _t("unloadCacheTitle"), run: () =>
+            api.fetchApi("/free", { method: "POST",
+                body: JSON.stringify({ unload_models: true, free_memory: true }),
+                headers: { "Content-Type": "application/json" } }) },
+    ];
+    for (const opt of unloadOptions) {
+        const item = document.createElement("div");
+        item.className = "aimdo-menu-item";
+        item.textContent = opt.label;
+        item.title = opt.title;
+        item.addEventListener("click", async (e) => {
+            e.stopPropagation();
+            unloadMenu.style.display = "none";
+            unloadBtn.textContent = "...";
+            try { await opt.run(); }
+            finally { unloadBtn.textContent = _t("unload"); }
+        });
+        unloadMenu.appendChild(item);
+    }
+    document.body.appendChild(unloadMenu);
+
+    unloadBtn.addEventListener("click", (e) => {
+        e.stopPropagation();
+        if (unloadMenu.style.display === "block") {
+            unloadMenu.style.display = "none";
+            return;
+        }
+        const r = unloadBtn.getBoundingClientRect();
+        unloadMenu.style.zoom = panelScale;
+        // style.left/top are pre-zoom on a zoomed element, divide visual targets by scale
+        unloadMenu.style.left = (Math.max(4, r.right - 160 * panelScale) / panelScale) + "px";
+        unloadMenu.style.top = ((r.bottom + 2) / panelScale) + "px";
+        unloadMenu.style.display = "block";
+    });
+    document.addEventListener("click", (e) => {
+        if (e.target !== unloadBtn && !unloadMenu.contains(e.target)) {
+            unloadMenu.style.display = "none";
+        }
+    });
+
+    function resetHistory() {
+        peakVramUsed = 0;
+        resetHistoryState();
+        clearHistoryStorage();
+    }
+
+    const popoutBtn = document.createElement("span");
+    popoutBtn.className = "aimdo-btn-icon";
+    popoutBtn.style.fontSize = "1em";
+    popoutBtn.textContent = "\u2924";
+    popoutBtn.title = _t("popout");
+    popoutBtn.addEventListener("click", async (e) => {
+        e.stopPropagation();
+        if (pipWindow && !pipWindow.closed) { pipWindow.close(); return; }
+        if (!window.documentPictureInPicture) {
+            alert("Picture-in-Picture isn't supported here. Try Chrome or Edge.");
+            return;
+        }
+        // PiP rewrites size to fill its window; .aimdo-docked's !important rules would fight it
+        if (isDocked) undock();
+        const r = panel.getBoundingClientRect();
+        pipWindow = await window.documentPictureInPicture.requestWindow({
+            width: Math.max(280, Math.round(r.width)),
+            height: Math.max(200, Math.round(r.height)),
+        });
+        // mirror the stylesheet into the PiP window. Wait for the cloned <link> to finish
+        // loading before continuing, otherwise the panel briefly renders unstyled while the
+        // CSS file is being fetched in the PiP document.
+        const styleSrc = document.getElementById("aimdo-viz-stylesheet");
+        if (styleSrc) {
+            const clone = styleSrc.cloneNode(true);
+            await new Promise((resolve) => {
+                clone.addEventListener("load", resolve, { once: true });
+                clone.addEventListener("error", resolve, { once: true });  // proceed anyway after a 404
+                pipWindow.document.head.appendChild(clone);
+            });
+        }
+        // mirror the active theme onto PiP's <html> — the cloned stylesheet contains
+        // every theme's overrides, the data attribute picks which block applies
+        const themeAttr = document.documentElement.dataset.aimdoTheme;
+        if (themeAttr) pipWindow.document.documentElement.dataset.aimdoTheme = themeAttr;
+        // remember origins so we can restore on close
+        const moved = [];
+        const remember = el => moved.push({ el, parent: el.parentNode, next: el.nextSibling });
+        remember(panel);
+        for (const m of [rootMenu, unloadMenu, ...allSubmenus]) remember(m);
+        const origPanelCss = panel.style.cssText;
+        // fill the PiP window; drop the fixed positioning the main-page math expects
+        Object.assign(panel.style, {
+            position: "static", left: "auto", top: "auto", right: "auto", bottom: "auto",
+            transform: "none",
+            width: "100%", height: "100vh", maxWidth: "none", maxHeight: "none",
+            border: "none", borderRadius: "0", boxShadow: "none",
+        });
+        pipWindow.document.body.style.margin = "0";
+        pipWindow.document.body.style.background = C.bg;
+        for (const { el } of moved) pipWindow.document.body.appendChild(el);
+        pipWindow.addEventListener("pagehide", () => {
+            panel.style.cssText = origPanelCss;
+            for (const { el, parent, next } of moved) {
+                if (!parent) continue;
+                if (next && next.parentNode === parent) parent.insertBefore(el, next);
+                else parent.appendChild(el);
+            }
+            pipWindow = null;
+            applyOffsets();
+        }, { once: true });
+    });
+
+    const toggleBtn = document.createElement("span");
+    toggleBtn.className = "aimdo-btn-icon";
+    toggleBtn.style.fontSize = "1.333em";
+    toggleBtn.textContent = "\u2212";
+    toggleBtn.title = _t("collapse");
+
+    const body = document.createElement("div");
+    body.id = "aimdo-viz-body";
+
+    let collapsed = !!saved.collapsed;
+    if (collapsed) {
+        body.style.display = "none";
+        toggleBtn.textContent = "+";
+        miniBar.style.display = "block";
+    }
+    toggleBtn.addEventListener("click", (e) => {
+        e.stopPropagation();
+        // docked: toggle the overlay body below the docked mini-bar; stays docked
+        if (isDocked) {
+            dockExpanded = !dockExpanded;
+            if (dockExpanded) {
+                panel.classList.add("aimdo-docked-expanded");
+                positionDockedBody();
+                toggleBtn.textContent = "\u2212";
+            } else {
+                panel.classList.remove("aimdo-docked-expanded");
+                toggleBtn.textContent = "+";
+            }
+            return;
+        }
+        collapsed = !collapsed;
+        body.style.display = collapsed ? "none" : "flex";
+        miniBar.style.display = collapsed ? "block" : "none";
+        toggleBtn.textContent = collapsed ? "+" : "\u2212";
+        // each mode persists its own height so toggling restores the right size.
+        const s = loadState();
+        const h = collapsed ? s.heightCollapsed : s.height;
+        panel.style.height = h != null ? (Math.min(h, window.innerHeight) / panelScale + "px") : "";
+        applyConstraints();
+        saveState({ collapsed });
+    });
+
+    headerRight.appendChild(unloadBtn);
+    headerRight.appendChild(popoutBtn);
+    headerRight.appendChild(toggleBtn);
+    header.appendChild(headerRight);
+    panel.appendChild(header);
+    panel.appendChild(miniBar);
+    panel.appendChild(body);
+
+    let dragging = false, dx = 0, dy = 0;
+    let dragSavedPointerEvents = null;
+    let dragW = 0, dragH = 0;
+    let dragRafPending = false;
+    let dragLastX = 0, dragLastY = 0;
+    // pendingDrag distinguishes "clicking a button in the header" from "grabbing to drag".
+    // mousedown only arms; we wait for >DRAG_THRESHOLD px of movement before promoting to a real drag,
+    // so a click on unload/reset/popout never triggers an undock.
+    let pendingDrag = null;
+    const DRAG_THRESHOLD = 5;
+
+    function promoteDrag(e) {
+        if (pendingDrag.dockedAtStart && isDocked) {
+            // jump the now-floating panel under the cursor with a reasonable grab offset
+            undock();
+            const r = panel.getBoundingClientRect();
+            dx = Math.min(r.width - 20, Math.max(20, 40));
+            dy = Math.min(r.height - 8, Math.max(8, 14));
+            const b = getCanvasBounds();
+            rightOffset = b.right - (e.clientX - dx) - r.width;
+            bottomOffset = b.bottom - (e.clientY - dy) - r.height;
+            applyOffsets();
+        }
+        // for non-docked starts, dx/dy were captured at mousedown
+        dragging = true;
+        pendingDrag = null;
+        dragSavedPointerEvents = panel.style.pointerEvents || "";
+        panel.style.pointerEvents = "none";
+        const r0 = panel.getBoundingClientRect();
+        dragW = r0.width;
+        dragH = r0.height;
+        ensureDropZone();
+    }
+
+    header.addEventListener("mousedown", (e) => {
+        if (e.button !== 0) return;
+        // when docked, only the drag handle starts a drag — the title and buttons
+        // around it must stay plain-clickable. floating mode keeps the whole header.
+        if (isDocked && !dragHandle.contains(e.target)) return;
+        autoDockPending = false;  // user intent overrides the pending auto-redock
+        pendingDrag = { startX: e.clientX, startY: e.clientY, dockedAtStart: isDocked };
+        if (!isDocked) {
+            const r = panel.getBoundingClientRect();
+            dx = e.clientX - r.left;
+            dy = e.clientY - r.top;
+        }
+    });
+    // Ctrl/Cmd + mousedown anywhere on the panel starts a drag — capture phase
+    // so we intercept before child elements (buttons, edge handles) react
+    const isModifier = e => (e.ctrlKey || e.metaKey) && e.button === 0;
+    const updateCursor = (e) => { panel.style.cursor = (e.ctrlKey || e.metaKey) ? "move" : ""; };
+    document.addEventListener("keydown", updateCursor);
+    document.addEventListener("keyup", updateCursor);
+    window.addEventListener("blur", () => { panel.style.cursor = ""; });
+    panel.addEventListener("mousedown", (e) => {
+        if (!isModifier(e) || dragging || pendingDrag) return;
+        e.preventDefault();
+        e.stopPropagation();
+        pendingDrag = { startX: e.clientX, startY: e.clientY, dockedAtStart: isDocked };
+        if (!isDocked) {
+            const r = panel.getBoundingClientRect();
+            dx = e.clientX - r.left;
+            dy = e.clientY - r.top;
+        }
+    }, true);
+    // suppress the click that follows a Ctrl+drag so a Ctrl+click on a button
+    // doesn't trigger its action after the drag ends
+    panel.addEventListener("click", (e) => {
+        if (isModifier(e)) {
+            e.preventDefault();
+            e.stopPropagation();
+        }
+    }, true);
+    function flushDrag() {
+        dragRafPending = false;
+        if (!dragging) return;
+        const b = getCanvasBounds();
+        rightOffset = b.right - (dragLastX - dx) - dragW;
+        bottomOffset = b.bottom - (dragLastY - dy) - dragH;
+        applyOffsets();
+    }
+    document.addEventListener("mousemove", (e) => {
+        if (pendingDrag) {
+            const adx = Math.abs(e.clientX - pendingDrag.startX);
+            const ady = Math.abs(e.clientY - pendingDrag.startY);
+            if (Math.max(adx, ady) < DRAG_THRESHOLD) return;
+            promoteDrag(e);
+        }
+        if (!dragging) return;
+        dragLastX = e.clientX;
+        dragLastY = e.clientY;
+        if (!dragRafPending) {
+            dragRafPending = true;
+            requestAnimationFrame(flushDrag);
+        }
+    });
+    // shared drag-end cleanup so a mouseup off-window (or alt-tab during drag) doesn't
+    // leave pendingDrag armed, pointer-events stuck at "none", or drop zones in the DOM.
+    function endDrag(commit) {
+        pendingDrag = null;
+        if (!dragging) {
+            // pendingDrag-only path (click without movement). No drop zones to clear,
+            // but call clearDropZone defensively in case a stale one slipped through.
+            clearDropZone();
+            return;
+        }
+        const wantDockSide = commit ? dropZoneHoverSide : null;
+        clearDropZone();
+        if (dragSavedPointerEvents !== null) {
+            panel.style.pointerEvents = dragSavedPointerEvents;
+            dragSavedPointerEvents = null;
+        }
+        dragging = false;  // before applyOffsets so it uses the clamped position
+        if (commit) {
+            if (wantDockSide) {
+                dock(wantDockSide);
+            } else {
+                const c = clampOffsets(rightOffset, bottomOffset);
+                rightOffset = c.ro;
+                bottomOffset = c.bo;
+                applyOffsets();
+                saveState({ rightOffset, bottomOffset });
+            }
+        } else {
+            // abort (blur / alt-tab): snap back into bounds visually without persisting
+            applyOffsets();
+        }
+    }
+    document.addEventListener("mouseup", () => endDrag(true));
+    window.addEventListener("blur", () => endDrag(false));
+
+    // edge handles: left grows left (right edge anchored), right grows right (left
+    // edge anchored via RO ro-delta), bottom grows down (top edge anchored via bo-delta).
+    let suppressWidthAnchor = false;
+    let edgeDrag = null;
+    function makeEdgeHandle(side) {
+        const h = document.createElement("div");
+        h.className = `aimdo-edge-handle aimdo-edge-${side}`;
+        h.title = _t("dragResize");
+        h.addEventListener("mousedown", (e) => {
+            if (e.button !== 0) return;
+            e.preventDefault();
+            e.stopPropagation();
+            // captured at drag start so the RO ro-shift mid-drag can't move the cap.
+            const r = panel.getBoundingClientRect();
+            const { minLeft, maxRight } = getSideChromeBounds(r.top, r.bottom);
+            const maxWidth = side === "right" ? maxRight - r.left : r.right - minLeft;
+            edgeDrag = { side, startX: e.clientX, startWidth: r.width, maxWidth };
+            if (side === "left") suppressWidthAnchor = true;
+        });
+        panel.appendChild(h);
+    }
+    makeEdgeHandle("left");
+    makeEdgeHandle("right");
+
+    // collapsed: can't shrink below header + miniBar. expanded: keep modelsDiv top visible.
+    function computeMinHeight(panelRect) {
+        if (collapsed) return miniBar.getBoundingClientRect().bottom - panelRect.top + 2;
+        if (refs && refs.modelsDiv) {
+            return Math.max(40, refs.modelsDiv.getBoundingClientRect().top - panelRect.top + 8);
+        }
+        return 80;
+    }
+
+    let bottomDrag = null;
+    function makeBottomHandle() {
+        const h = document.createElement("div");
+        // inset from the side handles so corners go to the ew-resize handles
+        h.className = "aimdo-edge-handle aimdo-edge-bottom";
+        h.title = _t("dragResize");
+        h.addEventListener("mousedown", (e) => {
+            if (e.button !== 0) return;
+            e.preventDefault();
+            e.stopPropagation();
+            const r = panel.getBoundingClientRect();
+            const minHeight = computeMinHeight(r);
+            const maxHeight = window.innerHeight - r.top;
+            bottomDrag = { startY: e.clientY, startHeight: r.height, minHeight, maxHeight };
+        });
+        panel.appendChild(h);
+    }
+    makeBottomHandle();
+
+    // bottom-right corner handle: diagonal width+height drag. The grip gradient + hover
+    // opacity live in aimdo_viz.css now.
+    let cornerDrag = null;
+    function makeCornerHandle() {
+        const h = document.createElement("div");
+        h.className = "aimdo-corner-handle";
+        h.title = _t("dragResize");
+        h.addEventListener("mousedown", (e) => {
+            if (e.button !== 0) return;
+            e.preventDefault();
+            e.stopPropagation();
+            const r = panel.getBoundingClientRect();
+            const { minLeft, maxRight } = getSideChromeBounds(r.top, r.bottom);
+            cornerDrag = {
+                startX: e.clientX, startY: e.clientY,
+                startWidth: r.width, startHeight: r.height,
+                maxWidth: maxRight - r.left,
+                maxHeight: window.innerHeight - r.top,
+                minHeight: computeMinHeight(r),
+            };
+        });
+        panel.appendChild(h);
+    }
+    makeCornerHandle();
+
+    document.addEventListener("mousemove", (e) => {
+        if (!edgeDrag) return;
+        const delta = e.clientX - edgeDrag.startX;
+        const newWidth = edgeDrag.side === "left" ? edgeDrag.startWidth - delta : edgeDrag.startWidth + delta;
+        panel.style.width = Math.max(200, Math.min(edgeDrag.maxWidth, newWidth)) / panelScale + "px";
+    });
+    document.addEventListener("mousemove", (e) => {
+        if (!bottomDrag) return;
+        const delta = e.clientY - bottomDrag.startY;
+        const newHeight = Math.max(bottomDrag.minHeight, Math.min(bottomDrag.maxHeight, bottomDrag.startHeight + delta));
+        panel.style.height = (newHeight / panelScale) + "px";
+        // relax the 50vh auto-grow cap once user sets an explicit height.
+        applyConstraints();
+    });
+    document.addEventListener("mousemove", (e) => {
+        if (!cornerDrag) return;
+        const dx = e.clientX - cornerDrag.startX;
+        const dy = e.clientY - cornerDrag.startY;
+        const newWidth = Math.max(200, Math.min(cornerDrag.maxWidth, cornerDrag.startWidth + dx));
+        const newHeight = Math.max(cornerDrag.minHeight, Math.min(cornerDrag.maxHeight, cornerDrag.startHeight + dy));
+        panel.style.width = (newWidth / panelScale) + "px";
+        panel.style.height = (newHeight / panelScale) + "px";
+        applyConstraints();
+    });
+    document.addEventListener("mouseup", () => {
+        if (edgeDrag) {
+            edgeDrag = null;
+            suppressWidthAnchor = false;
+        }
+        if (bottomDrag) bottomDrag = null;
+        if (cornerDrag) cornerDrag = null;
+    });
+
+    // menu chrome lives in aimdo_viz.css (.aimdo-menu). Submenus differ only by
+    // position which we set inline at openSubmenu time.
+    function makeMenu() {
+        const m = document.createElement("div");
+        m.className = "aimdo-menu";
+        return m;
+    }
+    const rootMenu = makeMenu();
+    const scaleSubmenu = makeMenu();
+    const pollSubmenu = makeMenu();
+    const displaySubmenu = makeMenu();
+    const miniSubmenu = makeMenu();
+    const themeSubmenu = makeMenu();
+    const dockWidthSubmenu = makeMenu();
+    const graphSubmenu = makeMenu();
+    const gpuSubmenu = makeMenu();
+    const diskSubmenu = makeMenu();
+    const fontSizeSubmenu = makeMenu();
+    const langSubmenu = makeMenu();
+    const allSubmenus = [scaleSubmenu, fontSizeSubmenu, pollSubmenu, displaySubmenu, miniSubmenu, themeSubmenu, dockWidthSubmenu, graphSubmenu, gpuSubmenu, diskSubmenu, langSubmenu];
+    function closeAllSubmenus() { for (const m of allSubmenus) m.style.display = "none"; }
+
+    // submenu overlaps parent by 1px so mouse transit doesn't trigger mouseleave-close.
+    // anchorMenu defaults to rootMenu (top-level submenus) but can be another submenu
+    // for nested cases; keepOpen lists ancestors that must NOT be closed when this opens.
+    function openSubmenu(parentItem, submenu, anchorMenu, keepOpen) {
+        anchorMenu = anchorMenu || rootMenu;
+        keepOpen = keepOpen || [];
+        for (const m of allSubmenus) {
+            if (m === submenu || keepOpen.includes(m)) continue;
+            m.style.display = "none";
+        }
+        submenu.style.zoom = panelScale;
+        submenu.style.display = "block";
+        const anchorR = anchorMenu.getBoundingClientRect();
+        const itemR = parentItem.getBoundingClientRect();
+        const subR = submenu.getBoundingClientRect();
+        let left = anchorR.right - 1;
+        if (left + subR.width > window.innerWidth) left = Math.max(2, anchorR.left - subR.width + 1);
+        submenu.style.left = (left / panelScale) + "px";
+        submenu.style.top = (Math.min(itemR.top, window.innerHeight - subR.height - 4) / panelScale) + "px";
+    }
+
+    // factory for a checkbox-style toggle item bound to a module-level flag.
+    function makeToggleItem(label, getValue, setValue, stateKey) {
+        const item = document.createElement("div");
+        item.className = "aimdo-menu-item";
+        const render = () => {
+            item.innerHTML = `<span class="aimdo-check">${getValue() ? "✓" : ""}</span>${label}`;
+        };
+        render();
+        item.addEventListener("click", (e) => {
+            e.stopPropagation();
+            if (item.classList.contains("is-disabled")) return;
+            setValue(!getValue());
+            saveState({ [stateKey]: getValue() });
+            render();
+            // visible change kicks in on the next poll tick (<= pollInterval ms).
+        });
+        return { item, render };
+    }
+
+    // parent item that opens a submenu on hover; chevron hints at the nesting.
+    function makeSubmenuParent(label, submenu, anchorMenu, keepOpen) {
+        const item = document.createElement("div");
+        item.className = "aimdo-menu-parent";
+        item.innerHTML = `<span>${label}</span><span class="aimdo-chevron">▸</span>`;
+        item.addEventListener("mouseenter", () => openSubmenu(item, submenu, anchorMenu, keepOpen));
+        return item;
+    }
+
+    // --- Scale submenu
+    const scalePresets = [0.5, 0.75, 1, 1.25, 1.5, 1.75, 2];
+    const scaleItems = new Map();
+    function renderScaleItems() {
+        for (const [s, item] of scaleItems) {
+            const on = Math.abs(s - panelScale) < 1e-6;
+            item.innerHTML = `<span class="aimdo-check">${on ? "✓" : ""}</span>${Math.round(s * 100)}%`;
+        }
+    }
+    function setScale(s) {
+        const r = panel.getBoundingClientRect();
+        const w = r.width, h = r.height;
+        const hadExplicitHeight = panel.style.height !== "";
+        panelScale = s;
+        panel._scale = s;
+        panel.style.zoom = s;
+        panel.style.width = (w / s) + "px";
+        if (hadExplicitHeight) panel.style.height = (h / s) + "px";
+        applyConstraints();
+        applyOffsets();
+        saveState({ scale: s });
+    }
+    for (const s of scalePresets) {
+        const item = document.createElement("div");
+        item.className = "aimdo-menu-item";
+        item.addEventListener("click", (e) => {
+            e.stopPropagation();
+            setScale(s);
+            renderScaleItems();
+            rootMenu.style.display = "none";
+            closeAllSubmenus();
+        });
+        scaleSubmenu.appendChild(item);
+        scaleItems.set(s, item);
+    }
+    renderScaleItems();
+
+    // --- Font Size submenu (single-select, like Scale)
+    const fontSizePresets = [10, 11, 12, 13, 14, 16, 18, 20];
+    const fontSizeItems = new Map();
+    function renderFontSizeItems() {
+        for (const [s, item] of fontSizeItems) {
+            const on = s === fontSize;
+            item.innerHTML = `<span class="aimdo-check">${on ? "✓" : ""}</span>${s}px`;
+        }
+    }
+    function setFontSize(s) {
+        fontSize = s;
+        panel.style.setProperty('--aimdo-font-size', s + 'px');
+        saveState({ fontSize: s });
+    }
+    for (const s of fontSizePresets) {
+        const item = document.createElement("div");
+        item.className = "aimdo-menu-item";
+        item.addEventListener("click", (e) => {
+            e.stopPropagation();
+            setFontSize(s);
+            renderFontSizeItems();
+            rootMenu.style.display = "none";
+            closeAllSubmenus();
+        });
+        fontSizeSubmenu.appendChild(item);
+        fontSizeItems.set(s, item);
+    }
+    renderFontSizeItems();
+
+    // --- Language submenu (single-select)
+    const langPresets = [
+        { key: "zh", label: _t("langZh") },
+        { key: "en", label: _t("langEn") },
+    ];
+    const langItems = new Map();
+    function renderLangItems() {
+        for (const [k, item] of langItems) {
+            const on = k === lang;
+            const label = langPresets.find(p => p.key === k).label;
+            item.innerHTML = `<span class="aimdo-check">${on ? "✓" : ""}</span>${label}`;
+        }
+    }
+    function setLang(l) {
+        lang = l;
+        saveState({ lang: l });
+        // 更新迷你栏静态标签
+        const m = mbRefs;
+        if (m) {
+            m.ramLabel.textContent = _t("ram");
+            m.vramLabel.textContent = _t("vram");
+            m.pagefileLabel.textContent = _t("pagefile");
+            m.faultsLabel.textContent = _t("faults");
+            m.diskLabel.textContent = _t("disk");
+            m.diskSpaceLabel.textContent = _t("diskSpace");
+        }
+        // 更新标题
+        if (body._titleSpan && body._titleSpan.style.display !== "none") {
+            body._titleSpan.textContent = _t("title");
+        }
+        // 更新按钮
+        titleSpan.textContent = _t("title");
+        unloadBtn.textContent = _t("unload");
+        unloadBtn.title = _t("unloadTitle");
+        popoutBtn.title = _t("popout");
+        toggleBtn.title = _t("collapse");
+        dragHandle.title = _t("dragMove");
+        graphResize.title = _t("dragResizeGraph");
+        // 更新菜单项文本（下次打开菜单时生效）
+    }
+    for (const p of langPresets) {
+        const item = document.createElement("div");
+        item.className = "aimdo-menu-item";
+        item.addEventListener("click", (e) => {
+            e.stopPropagation();
+            setLang(p.key);
+            renderLangItems();
+            rootMenu.style.display = "none";
+            closeAllSubmenus();
+        });
+        langSubmenu.appendChild(item);
+        langItems.set(p.key, item);
+    }
+    renderLangItems();
+
+    // --- Display submenu
+    const colorBars = makeToggleItem(_t("toggleColorBars"),
+        () => colorModelBars, v => { colorModelBars = v; }, "colorModelBars");
+    const colorStroke = makeToggleItem(_t("toggleColorStroke"),
+        () => colorModelStroke, v => { colorModelStroke = v; }, "colorModelStroke");
+    const colorName = makeToggleItem(_t("toggleColorName"),
+        () => colorModelName, v => { colorModelName = v; }, "colorModelName");
+    const showLeg = makeToggleItem(_t("toggleShowLegends"),
+        () => showLegends, v => { showLegends = v; }, "showLegends");
+    const showTitleItem = makeToggleItem(_t("toggleShowTitle"),
+        () => showTitle, v => { showTitle = v; }, "showTitle");
+    const showExecBtnItem = makeToggleItem(_t("toggleExecBtn"),
+        () => showExecBtn,
+        v => { showExecBtn = v; execBtn.style.display = v ? "" : "none"; },
+        "showExecBtn");
+    displaySubmenu.appendChild(colorBars.item);
+    displaySubmenu.appendChild(colorStroke.item);
+    displaySubmenu.appendChild(colorName.item);
+    displaySubmenu.appendChild(showLeg.item);
+    displaySubmenu.appendChild(showTitleItem.item);
+    displaySubmenu.appendChild(showExecBtnItem.item);
+
+    // --- Mini view submenu
+    const showRam = makeToggleItem(_t("toggleRam"),
+        () => showRamInMini, v => { showRamInMini = v; }, "showRamInMini");
+    const showVram = makeToggleItem(_t("toggleVram"),
+        () => showVramInMini, v => { showVramInMini = v; }, "showVramInMini");
+    const showCpu = makeToggleItem("CPU",
+        () => showCpuInMini, v => { showCpuInMini = v; }, "showCpuInMini");
+    const showPagefile = makeToggleItem(_t("togglePagefile"),
+        () => showPagefileInMini, v => { showPagefileInMini = v; }, "showPagefileInMini");
+    const showDisk = makeToggleItem(_t("toggleIO"),
+        () => showDiskInMini, v => { showDiskInMini = v; }, "showDiskInMini");
+    const showFaults = makeToggleItem(_t("toggleFaults"),
+        () => showFaultsInMini, v => { showFaultsInMini = v; }, "showFaultsInMini");
+    // labeled "util" since these live under the nested GPU submenu now
+    const showGpu = makeToggleItem(_t("toggleUtil"),
+        () => showGpuInMini, v => { showGpuInMini = v; }, "showGpuInMini");
+    const showNames = makeToggleItem(_t("toggleNames"),
+        () => showHwNames, v => { showHwNames = v; }, "showHwNames");
+    const showNumbers = makeToggleItem(_t("toggleNumbers"),
+        () => miniShowNumbers, v => { miniShowNumbers = v; }, "miniShowNumbers");
+    const showUnits = makeToggleItem(_t("toggleUnits"),
+        () => miniShowUnits, v => { miniShowUnits = v; }, "miniShowUnits");
+    const showType = makeToggleItem(_t("toggleType"),
+        () => miniShowType, v => { miniShowType = v; }, "miniShowType");
+    const showGpuTemp = makeToggleItem(_t("toggleTemp"),
+        () => miniShowGpuTemp, v => { miniShowGpuTemp = v; }, "miniShowGpuTemp");
+    const showGpuPower = makeToggleItem(_t("togglePower"),
+        () => miniShowGpuPower, v => { miniShowGpuPower = v; }, "miniShowGpuPower");
+    const showSeparators = makeToggleItem(_t("toggleSeparators"),
+        () => miniShowSeparators, v => { miniShowSeparators = v; }, "miniShowSeparators");
+    miniSubmenu.appendChild(showRam.item);
+    miniSubmenu.appendChild(showVram.item);
+    miniSubmenu.appendChild(showCpu.item);
+    miniSubmenu.appendChild(showPagefile.item);
+    // GPU's util / temp / power get their own submenu since they're closely related —
+    // keeps the Mini-view list flat and groups the three multibar toggles together.
+    // Each is independent: any combination can be on/off, including just temp+power.
+    gpuSubmenu.appendChild(showGpu.item);
+    gpuSubmenu.appendChild(showGpuTemp.item);
+    gpuSubmenu.appendChild(showGpuPower.item);
+    miniSubmenu.appendChild(makeSubmenuParent("GPU", gpuSubmenu, miniSubmenu, [miniSubmenu]));
+
+    // --- Disk submenu: I/O toggle + one toggle per detected fixed drive.
+    // Drive items are populated lazily from the next poll once list_disks=1
+    // is requested. Selecting any drive enables the disk-space mini section.
+    diskSubmenu.appendChild(showDisk.item);
+    diskSubmenu.appendChild(showFaults.item);
+    const drivesHeader = document.createElement("div");
+    drivesHeader.className = "aimdo-menu-header";
+    drivesHeader.textContent = _t("drives");
+    diskSubmenu.appendChild(drivesHeader);
+    const drivesPlaceholder = document.createElement("div");
+    drivesPlaceholder.className = "aimdo-menu-item is-disabled";
+    drivesPlaceholder.innerHTML = `<span class="aimdo-check"></span>(${_t("detecting")})`;
+    diskSubmenu.appendChild(drivesPlaceholder);
+    const driveItems = new Map();  // mountpoint → menu item element
+    function renderDriveItems() {
+        for (const [mp, item] of driveItems) {
+            const on = selectedDisks.includes(mp);
+            const entry = allDisksCache.find(d => d.mountpoint === mp);
+            // Volume labels are user-supplied (e.g. drive renamed in Explorer),
+            // so escape them before splicing into innerHTML.
+            const lbl = entry && entry.label ? ` ${escHtml(entry.label)}` : "";
+            item.innerHTML = `<span class="aimdo-check">${on ? "✓" : ""}</span>${escHtml(shortMountpoint(mp))}${lbl}`;
+        }
+    }
+    function rebuildDriveMenu() {
+        if (!allDisksCache.length) return;
+        if (drivesPlaceholder.parentNode) drivesPlaceholder.remove();
+        // Remove items for drives no longer present, and add new ones.
+        const present = new Set(allDisksCache.map(d => d.mountpoint));
+        for (const [mp, item] of driveItems) {
+            if (!present.has(mp)) { item.remove(); driveItems.delete(mp); }
+        }
+        for (const d of allDisksCache) {
+            if (driveItems.has(d.mountpoint)) continue;
+            const item = document.createElement("div");
+            item.className = "aimdo-menu-item";
+            item.addEventListener("click", (e) => {
+                e.stopPropagation();
+                const idx = selectedDisks.indexOf(d.mountpoint);
+                if (idx >= 0) selectedDisks.splice(idx, 1);
+                else selectedDisks.push(d.mountpoint);
+                saveState({ selectedDisks });
+                renderDriveItems();
+            });
+            diskSubmenu.appendChild(item);
+            driveItems.set(d.mountpoint, item);
+        }
+        renderDriveItems();
+    }
+    _rebuildDriveMenu = rebuildDriveMenu;
+    const diskParent = makeSubmenuParent(_t("toggleDisk"), diskSubmenu, miniSubmenu, [miniSubmenu]);
+    // first hover triggers a fresh enumeration on the next poll
+    diskParent.addEventListener("mouseenter", () => { wantDisksList = true; });
+    miniSubmenu.appendChild(diskParent);
+
+    // when the cursor enters a non-parent item in miniSubmenu, close nested submenus
+    // — otherwise they'd linger open while the user is interacting with sibling toggles.
+    miniSubmenu.addEventListener("mouseover", (e) => {
+        const item = e.target.closest(".aimdo-menu-item, .aimdo-menu-parent");
+        if (item && item.classList.contains("aimdo-menu-item")) {
+            gpuSubmenu.style.display = "none";
+            diskSubmenu.style.display = "none";
+        }
+    });
+    miniSubmenu.appendChild(showNames.item);
+    miniSubmenu.appendChild(showType.item);
+    miniSubmenu.appendChild(showNumbers.item);
+    miniSubmenu.appendChild(showUnits.item);
+    miniSubmenu.appendChild(showSeparators.item);
+
+    // --- Polling interval submenu (single-select like Scale)
+    const pollPresets = [100, 250, 500, 1000, 2000, 5000];
+    const pollItems = new Map();
+    function renderPollItems() {
+        for (const [ms, item] of pollItems) {
+            const on = ms === pollInterval;
+            const label = ms < 1000 ? `${ms} ms` : `${ms / 1000} s`;
+            item.innerHTML = `<span class="aimdo-check">${on ? "✓" : ""}</span>${label}`;
+        }
+    }
+    for (const ms of pollPresets) {
+        const item = document.createElement("div");
+        item.className = "aimdo-menu-item";
+        item.addEventListener("click", (e) => {
+            e.stopPropagation();
+            pollInterval = ms;
+            saveState({ pollInterval });
+            renderPollItems();
+            rootMenu.style.display = "none";
+            closeAllSubmenus();
+        });
+        pollSubmenu.appendChild(item);
+        pollItems.set(ms, item);
+    }
+    renderPollItems();
+
+    // --- Theme submenu (single-select; live-applies)
+    // applyPalette pushes the active palette into CSS variables on :root, so
+    // most chrome repaints itself. We only need to manually clear places that
+    // bake colors into innerHTML / canvas at render time and pick the new
+    // palette up on their next tick.
+    function applyTheme(name) {
+        if (!THEME_NAMES.includes(name)) return;
+        currentTheme = name;
+        applyPalette(name);
+        if (refs && refs.bottomLegend) {
+            refs.bottomLegend.remove();
+            refs.bottomLegend = null;
+        }
+    }
+    const themeItems = new Map();
+    function renderThemeItems() {
+        for (const [name, item] of themeItems) {
+            const on = name === currentTheme;
+            const label = name[0].toUpperCase() + name.slice(1);
+            item.innerHTML = `<span class="aimdo-check">${on ? "✓" : ""}</span>${label}`;
+        }
+    }
+    for (const name of THEME_NAMES) {
+        const item = document.createElement("div");
+        item.className = "aimdo-menu-item";
+        item.addEventListener("click", (e) => {
+            e.stopPropagation();
+            applyTheme(name);
+            saveState({ theme: name });
+            renderThemeItems();
+            rootMenu.style.display = "none";
+            closeAllSubmenus();
+        });
+        themeSubmenu.appendChild(item);
+        themeItems.set(name, item);
+    }
+    renderThemeItems();
+
+    // --- Dock width submenu (section width when docked into the topbar)
+    const dockWidthSliderRow = document.createElement("div");
+    dockWidthSliderRow.style.cssText = `padding:6px 10px;display:flex;flex-direction:column;gap:4px;min-width:180px;`;
+    dockWidthSliderRow.addEventListener("click", (e) => e.stopPropagation());
+    const dockWidthLabel = document.createElement("div");
+    dockWidthLabel.style.cssText = `display:flex;justify-content:space-between;font-size:0.833em;color:var(--aimdo-textDim);`;
+    dockWidthLabel.innerHTML = `<span>${_t("dockSectionW")}</span><span class="aimdo-dw-val">${dockSectionWidth}px</span>`;
+    const dockWidthSlider = document.createElement("input");
+    dockWidthSlider.type = "range";
+    dockWidthSlider.min = "60";
+    dockWidthSlider.max = "400";
+    dockWidthSlider.step = "5";
+    dockWidthSlider.value = String(dockSectionWidth);
+    dockWidthSlider.style.cssText = `width:100%;accent-color:var(--aimdo-vram);cursor:pointer;`;
+    const dockWidthValSpan = dockWidthLabel.querySelector(".aimdo-dw-val");
+    dockWidthSlider.addEventListener("input", () => {
+        dockSectionWidth = parseInt(dockWidthSlider.value, 10);
+        dockWidthValSpan.textContent = dockSectionWidth + "px";
+        applyDockSectionWidth();
+        saveState({ dockSectionWidth });
+    });
+    dockWidthSliderRow.appendChild(dockWidthLabel);
+    dockWidthSliderRow.appendChild(dockWidthSlider);
+    dockWidthSubmenu.appendChild(dockWidthSliderRow);
+    function renderDockWidthItems() {
+        dockWidthSlider.value = String(dockSectionWidth);
+        dockWidthValSpan.textContent = dockSectionWidth + "px";
+    }
+
+    buildGraphSubmenu(graphSubmenu, () => redrawGraph());
+
+    // --- Root menu items
+    rootMenu.appendChild(makeSubmenuParent(_t("menuScale"), scaleSubmenu));
+    rootMenu.appendChild(makeSubmenuParent(_t("menuFontSize"), fontSizeSubmenu));
+    rootMenu.appendChild(makeSubmenuParent(_t("menuPoll"), pollSubmenu));
+    rootMenu.appendChild(makeSubmenuParent(_t("menuDisplay"), displaySubmenu));
+    rootMenu.appendChild(makeSubmenuParent(_t("menuMini"), miniSubmenu));
+    rootMenu.appendChild(makeSubmenuParent(_t("menuGraph"), graphSubmenu));
+    rootMenu.appendChild(makeSubmenuParent(_t("menuTheme"), themeSubmenu));
+    rootMenu.appendChild(makeSubmenuParent(_t("menuDockWidth"), dockWidthSubmenu));
+    rootMenu.appendChild(makeSubmenuParent(_t("menuLang"), langSubmenu));
+
+    // dock / undock toggle — present only when the actionbar is available so we don't
+    // offer a no-op when ComfyUI's new menu is disabled.
+    const dockItem = document.createElement("div");
+    dockItem.className = "aimdo-menu-item";
+    function renderDockItem() {
+        const canDock = !!getActionbarContainer();
+        dockItem.style.display = (isDocked || canDock) ? "" : "none";
+        dockItem.innerHTML = `<span class="aimdo-check">${isDocked ? "✓" : ""}</span>${isDocked ? _t("undock") : _t("dockTop")}`;
+    }
+    dockItem.addEventListener("click", (e) => {
+        e.stopPropagation();
+        if (isDocked) undock(); else dock();
+        renderDockItem();
+        rootMenu.style.display = "none";
+        closeAllSubmenus();
+    });
+    renderDockItem();
+    rootMenu.appendChild(dockItem);
+
+    // reset peak VRAM marker + clear history graph; this used to live on the header
+    const resetItem = document.createElement("div");
+    resetItem.className = "aimdo-menu-item";
+    resetItem.innerHTML = `<span class="aimdo-check"></span>${_t("resetHistory")}`;
+    resetItem.title = _t("resetHistoryTitle");
+    resetItem.addEventListener("click", (e) => {
+        e.stopPropagation();
+        resetHistory();
+        rootMenu.style.display = "none";
+        closeAllSubmenus();
+    });
+    rootMenu.appendChild(resetItem);
+
+    function renderColorBarsItem() {
+        renderScaleItems(); renderPollItems(); renderThemeItems(); renderDockWidthItems();
+        colorBars.render(); colorStroke.render(); colorName.render(); showLeg.render();
+        showRam.render(); showVram.render(); showCpu.render(); showGpu.render(); showNames.render();
+        showTitleItem.render(); showExecBtnItem.render();
+        showType.render(); showNumbers.render(); showUnits.render();
+        showGpuTemp.render(); showGpuPower.render();
+        renderDockItem();
+    }
+
+    document.body.appendChild(rootMenu);
+    for (const m of allSubmenus) document.body.appendChild(m);
+
+    panel.addEventListener("contextmenu", (e) => {
+        e.preventDefault();
+        e.stopPropagation();
+        renderColorBarsItem();
+        closeAllSubmenus();
+        rootMenu.style.zoom = panelScale;
+        rootMenu.style.display = "block";
+        const mRect = rootMenu.getBoundingClientRect();
+        const mw = mRect.width || 120 * panelScale;
+        const mh = mRect.height || 120 * panelScale;
+        rootMenu.style.left = (Math.min(e.clientX, window.innerWidth - mw - 4) / panelScale) + "px";
+        rootMenu.style.top = (Math.min(e.clientY, window.innerHeight - mh - 4) / panelScale) + "px";
+    });
+    document.addEventListener("click", (e) => {
+        if (rootMenu.contains(e.target)) return;
+        for (const m of allSubmenus) if (m.contains(e.target)) return;
+        rootMenu.style.display = "none";
+        closeAllSubmenus();
+    });
+    // moving the mouse out of the menu structure into empty space should also
+    // close the submenu so it doesn't linger over unrelated UI.
+    rootMenu.addEventListener("mouseleave", (e) => {
+        const target = e.relatedTarget;
+        if (target && (target instanceof Node) && allSubmenus.some(m => m.contains(target))) return;
+        closeAllSubmenus();
+    });
+    for (const m of allSubmenus) {
+        m.addEventListener("mouseleave", (e) => {
+            const target = e.relatedTarget;
+            if (target && (target instanceof Node) && (rootMenu.contains(target) || allSubmenus.some(x => x.contains(target)))) return;
+            m.style.display = "none";
+        });
+    }
+
+    document.body.appendChild(panel);
+    applyOffsets();
+
+    // restore docked placement once ComfyUI has built the topbar. Until the container
+    // exists we wait — the panel sits floating in its persisted spot in the meantime.
+    // Capped at ~3s so a user who disabled the new menu doesn't keep us polling.
+    // Any user-initiated drag or explicit undock during the wait cancels the poll so
+    // we don't yank the panel out from under them.
+    if (isDocked) {
+        isDocked = false;  // dock() guards on this; reset so it actually runs
+        autoDockPending = true;
+        let frames = 0;
+        const tryDock = () => {
+            if (!autoDockPending) return;
+            if (dock(dockSide)) return;
+            if (++frames > 180) { autoDockPending = false; saveState({ docked: false }); return; }
+            requestAnimationFrame(tryDock);
+        };
+        requestAnimationFrame(tryDock);
+    }
+
+    // width changes shift ro to anchor one edge (unless suppressed by the left handle).
+    // height changes always anchor the top edge by shifting bo by -Δh.
+    let lastPanelWidth = null;
+    let lastPanelHeight = null;
+    if (typeof ResizeObserver !== "undefined") {
+        new ResizeObserver(() => {
+            if (isPoppedOut()) return;  // PiP resize doesn't persist back to main-page state
+            if (isDocked) { lastPanelWidth = null; lastPanelHeight = null; positionDockedBody(); return; }
+            const r = panel.getBoundingClientRect();
+            const w = r.width, h = r.height;
+            if (lastPanelWidth !== null && w !== lastPanelWidth) {
+                if (!suppressWidthAnchor) rightOffset -= (w - lastPanelWidth);
+                saveState({ width: w, rightOffset, bottomOffset });
+            }
+            if (lastPanelHeight !== null && h !== lastPanelHeight) {
+                bottomOffset -= (h - lastPanelHeight);
+                // persist height only on explicit drag, and key it by current mode so
+                // expanded vs collapsed heights don't overwrite each other.
+                if (bottomDrag || cornerDrag) {
+                    const key = collapsed ? "heightCollapsed" : "height";
+                    saveState({ [key]: h, bottomOffset });
+                } else saveState({ bottomOffset });
+            }
+            lastPanelWidth = w;
+            lastPanelHeight = h;
+            applyOffsets();
+        }).observe(panel);
+    }
+
+    // sidebar toggles don't fire window.resize. canvas may not exist yet — poll until it does.
+    let observed = null;
+    function attachCanvasObserver() {
+        const el = getCanvasEl();
+        if (!el) {
+            requestAnimationFrame(attachCanvasObserver);
+            return;
+        }
+        if (el === observed) return;
+        observed = el;
+        if (typeof ResizeObserver !== "undefined") {
+            new ResizeObserver(() => { applyOffsets(); positionDockedBody(); }).observe(el);
+        }
+        applyOffsets();
+    }
+    attachCanvasObserver();
+    body._titleSpan = titleSpan;
+    body._miniBar = miniBar;
+    body._panel = panel;
+    body._updateExecBtnState = updateExecBtnState;
+    return body;
+}
+
+// persistent DOM refs to avoid re-querying / re-creating
+let refs = null;
+
+function ensureStructure(body) {
+    if (refs) return refs;
+
+    body.innerHTML = "";
+
+    const contentDiv = document.createElement("div");
+    contentDiv.id = "aimdo-content";
+    contentDiv.style.cssText = "flex-shrink: 0;";
+    contentDiv.addEventListener("click", (e) => {
+        const t = e.target.closest(".aimdo-gpu-util");
+        if (!t) return;
+        graphState.gpuLineVisible = !graphState.gpuLineVisible;
+        saveState({ gpuLineVisible: graphState.gpuLineVisible });
+        redrawGraph();
+        t.style.opacity = graphState.gpuLineVisible ? "1" : "0.4";
+    });
+    // skeleton built once; renderData mutates text/widths/visibility only.
+    contentDiv.innerHTML = `
+        <div style="margin-bottom:4px;">
+            <div style="display:flex;justify-content:space-between;gap:6px;margin-bottom:2px;">
+                <span>${_t("ram")}</span>
+                <span class="content-ram-usage"></span>
+            </div>
+            <div style="background:var(--aimdo-barBg);border-radius:3px;height:8px;overflow:hidden;display:flex;">
+                <div class="aimdo-seg aimdo-seg-pinned"></div>
+                <div class="aimdo-seg aimdo-seg-loadedRam"></div>
+                <div class="aimdo-seg aimdo-seg-python"></div>
+                <div class="aimdo-seg aimdo-seg-other"></div>
+            </div>
+            <div class="content-ram-legend" style="display:flex;gap:8px;font-size:0.833em;color:var(--aimdo-textDim);margin-top:2px;">
+                <span><span style="color:var(--aimdo-pinned);">&#9632;</span> <span class="content-ram-pinned-txt"></span></span>
+                <span><span style="color:var(--aimdo-loadedRam);">&#9632;</span> <span class="content-ram-loaded-txt"></span></span>
+                <span><span style="color:var(--aimdo-python);">&#9632;</span> <span class="content-ram-python-txt"></span></span>
+                <span><span style="color:var(--aimdo-other);">&#9632;</span> <span class="content-ram-other-txt"></span></span>
+            </div>
+        </div>
+        <div style="margin-bottom:4px;">
+            <div style="display:flex;justify-content:space-between;gap:6px;margin-bottom:2px;">
+                <span class="content-vram-label">${_t("vram")}</span>
+                <span class="content-vram-usage"></span>
+            </div>
+            <div style="background:var(--aimdo-barBg);border-radius:3px;height:8px;overflow:hidden;display:flex;">
+                <div class="aimdo-seg aimdo-seg-vram"></div>
+                <div class="aimdo-seg aimdo-seg-torch"></div>
+                <div class="aimdo-seg aimdo-seg-torchCache"></div>
+                <div class="aimdo-seg aimdo-seg-other"></div>
+            </div>
+            <div class="content-vram-legend" style="display:flex;gap:8px;font-size:0.833em;color:var(--aimdo-textDim);margin-top:2px;">
+                <span class="content-vram-models-wrap"><span style="color:var(--aimdo-vram);">&#9632;</span> <span class="content-vram-models-txt"></span></span>
+                <span class="content-vram-torch-wrap"><span style="color:var(--aimdo-torch);">&#9632;</span> <span class="content-vram-torch-txt"></span></span>
+                <span class="content-vram-cache-wrap"><span style="color:var(--aimdo-torchCache);">&#9632;</span> <span class="content-vram-cache-txt"></span></span>
+                <span><span style="color:var(--aimdo-other);">&#9632;</span> <span class="content-vram-other-txt"></span></span>
+            </div>
+            <div style="display:flex;gap:10px;font-size:0.833em;color:var(--aimdo-textDim);margin-top:2px;">
+                <span class="content-info-peak"></span>
+                <span class="content-info-cache"></span>
+                <span class="aimdo-gpu-util content-info-gpu" title="${_t("gpuLineTitle")}" style="cursor:pointer;"></span>
+                <span class="content-info-temp"></span>
+                <span class="content-info-power" title="${_t("gpuPowerTitle")}"></span>
+                <span class="content-info-state"></span>
+            </div>
+        </div>
+        <div class="content-pagefile-section" style="margin-bottom:4px;">
+            <div style="display:flex;justify-content:space-between;gap:6px;margin-bottom:2px;">
+                <span>${_t("pagefile")}</span>
+                <span class="content-pagefile-usage"></span>
+            </div>
+            <div class="content-pagefile-bar" style="background:var(--aimdo-barBg);border-radius:3px;height:8px;overflow:hidden;display:flex;">
+                <div class="aimdo-seg aimdo-seg-python"></div>
+            </div>
+        </div>
+    `;
+    const _q = (s) => contentDiv.querySelector(s);
+    // .aimdo-seg-other: [0]=RAM block, [1]=VRAM block
+    const _others = contentDiv.querySelectorAll(".aimdo-seg-other");
+    contentDiv._refs = {
+        ramUsage: _q(".content-ram-usage"),
+        ramSegs: [_q(".aimdo-seg-pinned"), _q(".aimdo-seg-loadedRam"), _q(".aimdo-seg-python"), _others[0]],
+        ramTexts: {
+            pinned: _q(".content-ram-pinned-txt"),
+            loaded: _q(".content-ram-loaded-txt"),
+            python: _q(".content-ram-python-txt"),
+            other: _q(".content-ram-other-txt"),
+        },
+        ramLegend: _q(".content-ram-legend"),
+        vramLabel: _q(".content-vram-label"),
+        vramUsage: _q(".content-vram-usage"),
+        vramSegs: [_q(".aimdo-seg-vram"), _q(".aimdo-seg-torch"), _q(".aimdo-seg-torchCache"), _others[1]],
+        vramWraps: {
+            models: _q(".content-vram-models-wrap"),
+            torch: _q(".content-vram-torch-wrap"),
+            cache: _q(".content-vram-cache-wrap"),
+        },
+        vramTexts: {
+            models: _q(".content-vram-models-txt"),
+            torch: _q(".content-vram-torch-txt"),
+            cache: _q(".content-vram-cache-txt"),
+            other: _q(".content-vram-other-txt"),
+        },
+        vramLegend: _q(".content-vram-legend"),
+        infoPeak: _q(".content-info-peak"),
+        infoCache: _q(".content-info-cache"),
+        infoGpu: _q(".content-info-gpu"),
+        infoTemp: _q(".content-info-temp"),
+        infoPower: _q(".content-info-power"),
+        infoState: _q(".content-info-state"),
+        pagefileSection: _q(".content-pagefile-section"),
+        pagefileUsage: _q(".content-pagefile-usage"),
+        pagefileSegs: contentDiv.querySelectorAll(".content-pagefile-bar > .aimdo-seg"),
+    };
+    body.appendChild(contentDiv);
+
+    const graphHeader = document.createElement("div");
+    graphHeader.style.cssText = `display:flex;justify-content:space-between;font-size:0.75em;color:var(--aimdo-textDim);margin-bottom:2px;flex-shrink:0;`;
+    graphHeader.innerHTML = `<span class="graph-time-left"></span><span class="graph-hover-info"></span><span class="graph-time-right"></span>`;
+    body.appendChild(graphHeader);
+
+    const graphCanvas = document.createElement("canvas");
+    graphCanvas.className = "aimdo-graph-canvas";
+    graphCanvas.width = 300;
+    graphCanvas.height = graphHeight;
+    graphCanvas.style.cssText = `width:100%;height:${graphHeight}px;border-radius:3px;background:var(--aimdo-graphBg);flex-shrink:0;`;
+    body.appendChild(graphCanvas);
+
+    const redrawGraph = () => {
+        if (!refs || !refs.graphCtx) return;
+        const panelScale = (body._panel && body._panel._scale) || 1;
+        const gRect = graphCanvas.getBoundingClientRect();
+        if (gRect.width > 0 && gRect.height > 0) {
+            drawGraph(refs.graphCtx, gRect.width / panelScale, gRect.height / panelScale);
+        }
+        updateGraphTimes();
+    };
+    // rAF-coalesce bursts from mousemove (hover + scrub) so we draw at most once per frame
+    let redrawPending = false;
+    const scheduleRedraw = () => {
+        if (redrawPending) return;
+        redrawPending = true;
+        requestAnimationFrame(() => { redrawPending = false; redrawGraph(); });
+    };
+
+    graphCanvas.addEventListener("mousemove", (e) => {
+        if (scrubDrag) return;  // hover line during drag is distracting
+        const rect = graphCanvas.getBoundingClientRect();
+        const scale = (body._panel && body._panel._scale) || 1;
+        const x = (e.clientX - rect.left) / scale;
+        const w = rect.width / scale;
+        const stepX = w / (GRAPH_POINTS - 1);
+        const slotIdx = Math.round(x / stepX);
+        const len = history.len;
+        const visible = Math.min(GRAPH_POINTS, len - history.viewOffset);
+        const visibleIdx = slotIdx - (GRAPH_POINTS - visible);
+        if (visible < 1 || visibleIdx < 0 || visibleIdx >= visible) {
+            graphHover.x = null;
+            graphHover.idx = null;
+        } else {
+            const startIdx = len - visible - history.viewOffset;
+            graphHover.idx = startIdx + visibleIdx;
+            graphHover.x = slotIdx * stepX;
+        }
+        scheduleRedraw();
+    });
+    graphCanvas.addEventListener("mouseleave", () => {
+        graphHover.x = null;
+        graphHover.idx = null;
+        redrawGraph();
+    });
+
+    // drag scrubbing: dragging the full visible window's worth scrolls by GRAPH_POINTS.
+    // Drag right pulls older points into view; releasing at viewOffset 0 re-enables
+    // follow-live so new data slides into the window automatically.
+    let scrubDrag = null;
+    graphCanvas.addEventListener("mousedown", (e) => {
+        if (e.button !== 0) return;
+        e.preventDefault();
+        e.stopPropagation();
+        const visualScale = (body._panel && body._panel._scale) || 1;
+        scrubDrag = { startX: e.clientX, startOffset: history.viewOffset, scale: visualScale };
+        history.followLive = false;
+        graphCanvas.style.cursor = "grabbing";
+    });
+    document.addEventListener("mousemove", (e) => {
+        if (!scrubDrag) return;
+        const rect = graphCanvas.getBoundingClientRect();
+        const dxPx = (e.clientX - scrubDrag.startX) / scrubDrag.scale;
+        const ptsPerPx = GRAPH_POINTS / Math.max(1, rect.width / scrubDrag.scale);
+        const maxOffset = Math.max(0, history.len - GRAPH_POINTS);
+        history.viewOffset = Math.max(0, Math.min(maxOffset, Math.round(scrubDrag.startOffset + dxPx * ptsPerPx)));
+        scheduleRedraw();
+    });
+    document.addEventListener("mouseup", () => {
+        if (!scrubDrag) return;
+        scrubDrag = null;
+        graphCanvas.style.cursor = "";  // restore to CSS-default crosshair
+        if (history.viewOffset <= 1) {
+            history.viewOffset = 0;
+            history.followLive = true;
+        }
+        redrawGraph();
+    });
+
+    // drag handle below the graph — adjusts canvas height; modelsDiv takes the rest.
+    const graphResize = document.createElement("div");
+    graphResize.className = "aimdo-graph-resize";
+    graphResize.title = _t("dragResizeGraph");
+    let graphDrag = null;
+    graphResize.addEventListener("mousedown", (e) => {
+        if (e.button !== 0) return;
+        e.preventDefault();
+        e.stopPropagation();
+        graphDrag = { startY: e.clientY, startHeight: graphCanvas.getBoundingClientRect().height };
+        graphResize.classList.add("is-dragging");
+    });
+    document.addEventListener("mousemove", (e) => {
+        if (!graphDrag) return;
+        const visualScale = (body._panel && body._panel._scale) || 1;
+        const delta = (e.clientY - graphDrag.startY) / visualScale;
+        const next = Math.max(20, Math.min(600, graphDrag.startHeight / visualScale + delta));
+        graphHeight = Math.round(next);
+        graphCanvas.style.height = graphHeight + "px";
+    });
+    document.addEventListener("mouseup", () => {
+        if (graphDrag) {
+            graphDrag = null;
+            graphResize.classList.remove("is-dragging");
+            saveState({ graphHeight });
+        }
+    });
+    body.appendChild(graphResize);
+
+    const modelsDiv = document.createElement("div");
+    modelsDiv.id = "aimdo-models";
+    modelsDiv.style.cssText = "flex: 1 1 auto; min-height: 0; overflow-y: auto;";
+    body.appendChild(modelsDiv);
+
+    refs = {
+        contentDiv,
+        graphHeader,
+        graphCanvas,
+        graphResize,
+        graphCtx: graphCanvas.getContext("2d"),
+        modelsDiv,
+        pageCanvases: {},   // keyed by `${index}_${vi}`
+        pageCtxs: {},
+        modelRows: {},      // keyed by m.index — refs to mutable row parts
+        noModelsMsg: null,
+        bottomLegend: null,
+    };
+    return refs;
+}
+
+function updateGraphTimes() {
+    if (!refs || !refs.graphHeader) return;
+    refs.graphHeader.style.color = "var(--aimdo-textDim)";
+    const leftEl = refs.graphHeader.querySelector(".graph-time-left");
+    const hoverEl = refs.graphHeader.querySelector(".graph-hover-info");
+    const rightEl = refs.graphHeader.querySelector(".graph-time-right");
+    const len = history.len;
+    if (len < 2) {
+        leftEl.textContent = "";
+        hoverEl.textContent = "";
+        rightEl.textContent = "";
+        return;
+    }
+    const visible = Math.min(GRAPH_POINTS, len - history.viewOffset);
+    if (visible < 1) {
+        leftEl.textContent = "";
+        hoverEl.textContent = "";
+        rightEl.textContent = "";
+        return;
+    }
+    const startIdx = len - visible - history.viewOffset;
+    const endIdx = len - 1 - history.viewOffset;
+    leftEl.textContent = formatClock(historyGet(history.times, startIdx));
+    rightEl.textContent = history.followLive ? _t("live") : formatClock(historyGet(history.times, endIdx));
+    if (graphHover.idx != null) {
+        const used = history.total_vram - historyGet(history.free_vram, graphHover.idx);
+        const parts = [
+            formatClock(historyGet(history.times, graphHover.idx)),
+            formatBytes(used),
+        ];
+        if (graphState.gpuLineVisible) parts.push(Math.round(historyGet(history.gpu_util, graphHover.idx)) + "%");
+        hoverEl.textContent = parts.join(" · ");
+    } else {
+        hoverEl.textContent = "";
+    }
+}
+
+function applyRowCollapsed(row) {
+    row.bar.style.display = row.collapsed ? "none" : "flex";
+    row.legend.style.display = (row.collapsed || !showLegends) ? "none" : "flex";
+    row.vbarsDiv.style.display = row.collapsed ? "none" : "";
+    row.chevron.textContent = row.collapsed ? "▸" : "▾";
+}
+
+// build (or reuse) a model row, mutating only what changed
+function renderModelRow(r, m, data) {
+    const wantsWm = m.dynamic && data.aimdo_active;
+    let row = r.modelRows[m.index];
+    if (!row) {
+        const el = document.createElement("div");
+        el.className = "aimdo-model-row";
+        const head = document.createElement("div");
+        head.className = "aimdo-model-head";
+        const nameWrap = document.createElement("span");
+        nameWrap.className = "aimdo-model-name";
+        nameWrap.title = _t("clickCollapse");
+        const chevron = document.createElement("span");
+        chevron.className = "aimdo-model-chevron";
+        const nameSpan = document.createElement("span");
+        nameWrap.appendChild(chevron);
+        nameWrap.appendChild(nameSpan);
+        const right = document.createElement("span");
+        right.className = "aimdo-model-right";
+        const sizeSpan = document.createElement("span");
+        right.appendChild(sizeSpan);
+        const unloadBtn = document.createElement("span");
+        unloadBtn.className = "aimdo-unload-btn";
+        unloadBtn.dataset.index = m.index;
+        unloadBtn.textContent = "x";
+        unloadBtn.title = _t("unloadModel");
+        right.appendChild(unloadBtn);
+        head.appendChild(nameWrap);
+        head.appendChild(right);
+        el.appendChild(head);
+        const bar = document.createElement("div");
+        bar.className = "aimdo-model-bar";
+        el.appendChild(bar);
+        const legend = document.createElement("div");
+        legend.className = "aimdo-model-legend";
+        const makeLegendEntry = () => {
+            const wrap = document.createElement("span");
+            const sw = document.createElement("span");
+            sw.innerHTML = "&#9632;";
+            const txt = document.createTextNode("");
+            wrap.appendChild(sw);
+            wrap.appendChild(txt);
+            return { wrap, sw, txt };
+        };
+        const legendEntries = {
+            vram: makeLegendEntry(),
+            pinned: makeLegendEntry(),
+            loaded: makeLegendEntry(),
+            last: makeLegendEntry(),  // "unloaded" for dynamic models, "RAM" for static
+        };
+        legendEntries.pinned.sw.style.color = "var(--aimdo-pinned)";
+        legendEntries.loaded.sw.style.color = "var(--aimdo-loadedRam)";
+        legend.appendChild(legendEntries.vram.wrap);
+        legend.appendChild(legendEntries.pinned.wrap);
+        legend.appendChild(legendEntries.loaded.wrap);
+        legend.appendChild(legendEntries.last.wrap);
+        el.appendChild(legend);
+        const vbarsDiv = document.createElement("div");
+        el.appendChild(vbarsDiv);
+        row = { el, chevron, nameSpan, sizeSpan, right, unloadBtn, bar, barSegs: [], legend, legendEntries, vbarsDiv, vbarRefs: [], wmBtn: null, lastDynamic: null, lastVbarSig: "", collapsed: false };
+        nameWrap.addEventListener("click", () => {
+            row.collapsed = !row.collapsed;
+            modelCollapsed[m.name] = row.collapsed;
+            saveState({ modelCollapsed });
+            applyRowCollapsed(row);
+        });
+        row.collapsed = !!modelCollapsed[m.name];
+        applyRowCollapsed(row);
+        r.modelRows[m.index] = row;
+    }
+
+    row.nameSpan.textContent = m.name + (m.dynamic ? "" : ` (${_t("static_")})`);
+    const typeColor = MODEL_TYPE_COLOR[m.type];
+    const vramColor = (colorModelBars && typeColor) || C.vram;
+    row.nameSpan.style.color = (colorModelName && typeColor) || C.text;
+    row.el.style.borderColor = (colorModelStroke && typeColor) ? hexToRgba(typeColor, 0.4) : "transparent";
+    if (!row.collapsed) row.legend.style.display = showLegends ? "flex" : "none";
+    row.sizeSpan.textContent = formatBytes(m.total_size);
+
+    if (wantsWm && !row.wmBtn) {
+        const wm = document.createElement("span");
+        wm.className = "aimdo-reset-wm-btn";
+        wm.dataset.index = m.index;
+        wm.textContent = _t("wm");
+        wm.title = _t("wmTitle");
+        row.right.insertBefore(wm, row.unloadBtn);
+        row.wmBtn = wm;
+    } else if (!wantsWm && row.wmBtn) {
+        row.wmBtn.remove();
+        row.wmBtn = null;
+    }
+
+    const barColors = m.dynamic ? [C.vram, C.pinned, C.loadedRam, C.unloaded] : [C.vram, C.pinned, C.loadedRam, C.pinned];
+    if (row.lastDynamic !== m.dynamic || row.barSegs.length !== barColors.length) {
+        row.bar.innerHTML = "";
+        row.barSegs = [];
+        for (const color of barColors) {
+            const seg = document.createElement("div");
+            seg.style.cssText = `background:${color};height:100%;`;
+            row.bar.appendChild(seg);
+            row.barSegs.push(seg);
+        }
+        row.lastDynamic = m.dynamic;
+    }
+    // re-apply each tick so theme changes reach the segments created once on dynamic-change rebuild.
+    row.barSegs.forEach((seg, i) => { seg.style.background = i === 0 ? vramColor : barColors[i]; });
+
+    const total = m.total_size || 1;
+    const pinnedRam = m.pinned_ram || 0;
+    const loadedRam = m.loaded_ram || 0;
+    let vramShown, lastSize, lastLabel, lastColor, lastAlwaysShow;
+    if (m.dynamic) {
+        vramShown = m.vbar_loaded;
+        lastSize = Math.max(0, m.total_size - m.vbar_loaded - pinnedRam - loadedRam);
+        lastLabel = _t("unloaded");
+        lastColor = "var(--aimdo-unloaded)";
+        lastAlwaysShow = true;
+    } else {
+        vramShown = m.loaded_size;
+        const inRam = Math.max(0, m.total_size - m.loaded_size);
+        lastSize = Math.max(0, inRam - pinnedRam - loadedRam);
+        lastLabel = _t("ramLabel");
+        lastColor = "var(--aimdo-pinned)";
+        lastAlwaysShow = false;
+    }
+    row.barSegs[0].style.width = (vramShown / total * 100) + "%";
+    row.barSegs[0].title = _t("vramLabel") + ": " + formatBytes(vramShown);
+    row.barSegs[1].style.width = (pinnedRam / total * 100) + "%";
+    row.barSegs[1].title = _t("pinnedRAM") + ": " + formatBytes(pinnedRam);
+    row.barSegs[2].style.width = (loadedRam / total * 100) + "%";
+    row.barSegs[2].title = _t("loadedRAM") + ": " + formatBytes(loadedRam);
+    row.barSegs[3].style.width = (lastSize / total * 100) + "%";
+    row.barSegs[3].title = (m.dynamic ? _t("unloaded") + ": " : _t("ramTooltip") + ": ") + formatBytes(lastSize);
+
+    const le = row.legendEntries;
+    le.vram.sw.style.color = vramColor;
+    le.vram.txt.nodeValue = ` ${_t("vramLabel")} ${formatBytes(vramShown)}`;
+    le.pinned.wrap.style.display = pinnedRam > 0 ? "" : "none";
+    if (pinnedRam > 0) le.pinned.txt.nodeValue = ` ${_t("pinned")} ${formatBytes(pinnedRam)}`;
+    le.loaded.wrap.style.display = loadedRam > 0 ? "" : "none";
+    if (loadedRam > 0) le.loaded.txt.nodeValue = ` ${_t("loaded")} ${formatBytes(loadedRam)}`;
+    const showLast = lastAlwaysShow || lastSize > 0;
+    le.last.wrap.style.display = showLast ? "" : "none";
+    if (showLast) {
+        le.last.sw.style.color = lastColor;
+        le.last.txt.nodeValue = ` ${lastLabel} ${formatBytes(lastSize)}`;
+    }
+
+    // vbars: rebuild structure only when device list / count changes
+    const vbars = (m.vbars || []).filter(v => v.residency && v.residency.length > 0);
+    const sig = vbars.map(v => v.device + ":" + v.residency.length).join("|");
+    if (row.lastVbarSig !== sig) {
+        row.vbarsDiv.innerHTML = "";
+        row.vbarRefs = [];
+        const showLabel = vbars.length > 1;
+        for (let vi = 0; vi < vbars.length; vi++) {
+            const vb = vbars[vi];
+            if (showLabel) {
+                const lbl = document.createElement("div");
+                lbl.style.cssText = `font-size:0.833em;color:var(--aimdo-textDim);margin-top:3px;`;
+                lbl.textContent = vb.device;
+                row.vbarsDiv.appendChild(lbl);
+            }
+            const pgrid = document.createElement("div");
+            pgrid.style.cssText = "margin-top:2px;";
+            row.vbarsDiv.appendChild(pgrid);
+            const stats = document.createElement("div");
+            stats.style.cssText = `color:var(--aimdo-textDim);font-size:0.833em;margin-top:2px;`;
+            const vramSw = document.createElement("span"); vramSw.innerHTML = "&#9632;";
+            const vramTxt = document.createTextNode("");
+            const vramWrap = document.createElement("span");
+            vramWrap.appendChild(vramSw); vramWrap.appendChild(vramTxt);
+            const unloadedSw = document.createElement("span");
+            unloadedSw.style.color = "var(--aimdo-unloaded)";
+            unloadedSw.innerHTML = "&#9632;";
+            const unloadedTxt = document.createTextNode("");
+            const unloadedWrap = document.createElement("span");
+            unloadedWrap.appendChild(unloadedSw); unloadedWrap.appendChild(unloadedTxt);
+            stats.appendChild(vramWrap);
+            stats.appendChild(document.createTextNode(" "));
+            stats.appendChild(unloadedWrap);
+            row.vbarsDiv.appendChild(stats);
+            row.vbarRefs.push({ vi, pgrid, stats, vramSw, vramTxt, unloadedTxt });
+        }
+        row.lastVbarSig = sig;
+    }
+    return row;
+}
+
+function renderData(body, data) {
+    if (!data.enabled) {
+        body.innerHTML = `<div style="color:var(--aimdo-textDim);">${_t("noGpu")}</div>`;
+        refs = null;
+        return;
+    }
+
+    const r = ensureStructure(body);
+    const pw = body._panel.getBoundingClientRect().width;
+    body._titleSpan.style.display = showTitle ? "" : "none";
+    body._titleSpan.textContent =
+        pw >= 320 && data.aimdo_active ? _t("titleAimdo") :
+        pw >= 240 ? _t("title") : "";
+    data.gpu_util = smoothGpuUtil(data.gpu_util);
+    // throttle history snapshots so a fast poll rate (e.g. 100 ms) doesn't fill
+    // the buffer in 2 minutes; UI keeps updating at the full poll cadence.
+    if (Date.now() - (history.lastPush || 0) >= HISTORY_TICK_MS) {
+        pushHistory(data);
+        history.lastPush = Date.now();
+    }
+
+    const used = data.total_vram - data.free_vram;
+    if (used > peakVramUsed) peakVramUsed = used;
+
+    // aimdo allocates through pytorch's caching allocator, so aimdo_usage
+    // and torch_reserved overlap. Derive non-overlapping segments from
+    // the driver-level total (used) as ground truth.
+    let aimdo, torchActive, torchCache, otherUsed;
+    if (data.aimdo_usage > 0) {
+        // aimdo active: torch stats are a subset of aimdo, not additive
+        aimdo = data.aimdo_usage;
+        torchActive = 0;
+        torchCache = 0;
+        otherUsed = Math.max(0, used - aimdo);
+    } else {
+        // no aimdo: torch stats are the full picture
+        aimdo = 0;
+        torchActive = data.torch_active;
+        torchCache = Math.max(0, data.torch_reserved - data.torch_active);
+        otherUsed = Math.max(0, used - data.torch_reserved);
+    }
+    const aimdoPct = (aimdo / data.total_vram * 100).toFixed(0);
+    const torchPct = (torchActive / data.total_vram * 100).toFixed(0);
+    const torchCachePct = (torchCache / data.total_vram * 100).toFixed(0);
+    const otherPct = (otherUsed / data.total_vram * 100).toFixed(0);
+
+    const ramUsed = data.used_ram || 0;
+    const ramTotal = data.total_ram || 1;
+    const processRam = data.process_ram || 0;
+    const pinnedRamTotal = data.pinned_ram || 0;
+    const loadedRamTotal = data.loaded_ram || 0;
+    const pythonOther = Math.max(0, processRam - pinnedRamTotal - loadedRamTotal);
+    const ramOther = Math.max(0, ramUsed - processRam);
+    const pinnedRamPct = (pinnedRamTotal / ramTotal * 100).toFixed(0);
+    const loadedRamPct = (loadedRamTotal / ramTotal * 100).toFixed(0);
+    const pythonOtherPct = (pythonOther / ramTotal * 100).toFixed(0);
+    const ramOtherPct = (ramOther / ramTotal * 100).toFixed(0);
+
+    const mb = body._miniBar;
+    const m = mb._refs;  // refs cached at panel creation (see mbRefs in createPanel)
+    const _u = miniShowUnits;
+    const _n = miniShowNumbers;
+    // "%" isn't a unit — units off should still show ratios as percentages, just
+    // without GB/MB/°C/W. Quantities with a denominator (RAM/VRAM/power) become
+    // "used/total" percentages; CPU/GPU util are already percentages so the "%"
+    // stays on regardless; temp has no natural denominator so we drop the °C.
+    // leading zero on single-digit values keeps width stable, matching the CPU/GPU util format
+    const asPct = (num, total) => {
+        if (total <= 0) return "?";
+        const p = Math.round(num / total * 100);
+        return (p < 10 ? "0" : "") + p + "%";
+    };
+    m.vramUsage.textContent = !_n ? "" :
+        _u ? `${formatBytes(used)}|${formatBytes(data.total_vram)}`
+           : asPct(used, data.total_vram);
+    m.vramSegs[0].style.width = aimdoPct + "%";
+    m.vramSegs[1].style.width = torchPct + "%";
+    m.vramSegs[2].style.width = torchCachePct + "%";
+    m.vramSegs[3].style.width = otherPct + "%";
+    m.ramUsage.textContent = !_n ? "" :
+        _u ? `${formatBytes(ramUsed)}|${formatBytes(ramTotal)}`
+           : asPct(ramUsed, ramTotal);
+    m.ramSegs[0].style.width = pinnedRamPct + "%";
+    m.ramSegs[1].style.width = loadedRamPct + "%";
+    m.ramSegs[2].style.width = pythonOtherPct + "%";
+    m.ramSegs[3].style.width = ramOtherPct + "%";
+
+    // toggleable "Type" label hides RAM / VRAM / CPU / GPU prefixes (plus any device suffix)
+    m.ramLabel.style.display = miniShowType ? "" : "none";
+    m.vramLabel.style.display = miniShowType ? "" : "none";
+
+    m.bar.classList.toggle("has-separators", miniShowSeparators);
+    m.ramSection.style.display = showRamInMini ? "" : "none";
+    m.vramSection.style.display = showVramInMini ? "" : "none";
+    if (data.cpu_util != null && showCpuInMini) {
+        m.cpuSection.style.display = "";
+        const cpuColor = gpuUtilColor(data.cpu_util);
+        const cpuPct = Math.round(data.cpu_util);
+        m.cpuUsage.innerHTML = _n
+            ? `<span style="color:${cpuColor};">${(cpuPct < 10 ? "0" : "") + cpuPct}%</span>`
+            : "";
+        m.cpuFill.style.background = cpuColor;
+        m.cpuFill.style.width = `${cpuPct}%`;
+        m.cpuLabel.textContent = (showHwNames && data.cpu_name) ? `CPU (${shortenCpuName(data.cpu_name)})` : "CPU";
+        m.cpuLabel.title = data.cpu_name || "";
+        m.cpuLabel.style.display = miniShowType ? "" : "none";
+    } else {
+        m.cpuSection.style.display = "none";
+    }
+    if (showDiskInMini && data.disk_read != null && data.disk_write != null) {
+        m.diskSection.style.display = "";
+        const now = performance.now();
+        let readRate = 0, writeRate = 0;
+        if (diskState.prevRead != null && diskState.prevTime > 0) {
+            const dt = (now - diskState.prevTime) / 1000;
+            if (dt > 0) {
+                readRate = Math.max(0, (data.disk_read - diskState.prevRead) / dt);
+                writeRate = Math.max(0, (data.disk_write - diskState.prevWrite) / dt);
+                const decay = Math.pow(0.5, dt / DISK_PEAK_HALFLIFE);
+                diskState.peakRead = Math.max(readRate, diskState.peakRead * decay, DISK_PEAK_FLOOR);
+                diskState.peakWrite = Math.max(writeRate, diskState.peakWrite * decay, DISK_PEAK_FLOOR);
+            }
+        }
+        diskState.prevRead = data.disk_read;
+        diskState.prevWrite = data.disk_write;
+        diskState.prevTime = now;
+        m.diskReadUsage.textContent = _n ? (formatBytes(readRate) + "/s ↓") : "";
+        m.diskWriteUsage.textContent = _n ? (formatBytes(writeRate) + "/s ↑") : "";
+        m.diskReadFill.style.width = (readRate / diskState.peakRead * 100) + "%";
+        m.diskWriteFill.style.width = (writeRate / diskState.peakWrite * 100) + "%";
+        m.diskLabel.style.display = miniShowType ? "" : "none";
+    } else {
+        m.diskSection.style.display = "none";
+        diskState.prevRead = null;
+        diskState.prevTime = 0;
+    }
+    // Free disk space — one row per selected drive, with all detected drives in
+    // the tooltip so the user sees the full picture without checking every box.
+    if (Array.isArray(data.disks)) {
+        const oldMps = allDisksCache.map(d => d.mountpoint).join("|");
+        const newMps = data.disks.map(d => d.mountpoint).join("|");
+        allDisksCache = data.disks;
+        if (_rebuildDriveMenu && oldMps !== newMps) _rebuildDriveMenu();
+    }
+    const visibleDisks = selectedDisks.length
+        ? allDisksCache.filter(d => selectedDisks.includes(d.mountpoint))
+        : [];
+    if (visibleDisks.length > 0) {
+        m.diskSpaceSection.style.display = "";
+        m.diskSpaceSection.classList.toggle("no-units", !_u);
+        const rows = m.diskSpaceRows;
+        while (rows.children.length < visibleDisks.length) {
+            const row = document.createElement("div");
+            row.className = "aimdo-mini-inline mini-diskspace-drive-row";
+            row.innerHTML = `<span class="mini-diskspace-mp"></span>`
+                + `<div class="aimdo-mini-track mini-diskspace-bar"><div class="aimdo-mini-fill mini-diskspace-fill"></div></div>`
+                + `<span class="mini-diskspace-usage"></span>`;
+            rows.appendChild(row);
+        }
+        while (rows.children.length > visibleDisks.length) rows.lastChild.remove();
+        for (let i = 0; i < visibleDisks.length; i++) {
+            const d = visibleDisks[i];
+            const row = rows.children[i];
+            const mpEl = row.firstChild;
+            const fillEl = row.querySelector(".mini-diskspace-fill");
+            const usageEl = row.lastChild;
+            const total = d.total, free = d.free;
+            const used = (total != null && free != null) ? total - free : null;
+            const pct = (used != null && total) ? (used / total * 100) : 0;
+            mpEl.textContent = shortMountpoint(d.mountpoint);
+            fillEl.style.width = pct.toFixed(1) + "%";
+            // colour warms as the drive fills — same scale as gpuUtilColor (10/80 thresholds
+            // are util-shaped; for free space "low → warmer" maps better at 75/90).
+            fillEl.style.background = pct >= 90 ? C.gpuUtilHi : (pct >= 75 ? C.gpuUtil : C.pinned);
+            usageEl.textContent = !_n ? "" :
+                (free == null || !total) ? "?" :
+                _u ? formatBytes(free)
+                   : asPct(used, total);
+        }
+        m.diskSpaceSection.title = buildDiskTooltip(allDisksCache);
+        m.diskSpaceLabel.style.display = miniShowType ? "" : "none";
+    } else {
+        m.diskSpaceSection.style.display = "none";
+    }
+    if (data.total_swap > 0 && showPagefileInMini) {
+        m.pagefileSection.style.display = "";
+        const swapPct = Math.round(data.used_swap / data.total_swap * 100);
+        m.pagefileUsage.textContent = _n
+            ? (_u ? `${formatBytes(data.used_swap)}|${formatBytes(data.total_swap)}` : (swapPct < 10 ? "0" : "") + swapPct + "%")
+            : "";
+        m.pagefileSegs[0].style.width = (data.used_swap / data.total_swap * 100) + "%";
+        m.pagefileLabel.style.display = miniShowType ? "" : "none";
+    } else {
+        m.pagefileSection.style.display = "none";
+    }
+    if (showFaultsInMini && data.hard_faults != null) {
+        m.faultsSection.style.display = "";
+        const now = performance.now();
+        let rate = 0;
+        if (faultState.prev != null && faultState.prevTime > 0) {
+            const dt = (now - faultState.prevTime) / 1000;
+            if (dt > 0) {
+                rate = Math.max(0, (data.hard_faults - faultState.prev) / dt);
+                const decay = Math.pow(0.5, dt / FAULT_PEAK_HALFLIFE);
+                faultState.peak = Math.max(rate, faultState.peak * decay, FAULT_PEAK_FLOOR);
+            }
+        }
+        faultState.prev = data.hard_faults;
+        faultState.prevTime = now;
+        // bar height is rate vs recent peak; fixed color (height conveys activity)
+        m.faultsFill.style.width = (rate / faultState.peak * 100) + "%";
+        m.faultsUsage.textContent = _n ? `${Math.round(rate)}/s` : "";
+        m.faultsLabel.style.display = miniShowType ? "" : "none";
+    } else {
+        m.faultsSection.style.display = "none";
+        faultState.prev = null;
+        faultState.prevTime = 0;
+    }
+    // each bar is independently toggleable; null data shows "N/A" rather than hiding,
+    // so a missing pynvml doesn't make the whole section vanish silently.
+    const _showUtil = showGpuInMini;
+    const _showTemp = miniShowGpuTemp;
+    const _showPower = miniShowGpuPower;
+    const _utilOk = data.gpu_util != null;
+    const _tempOk = data.gpu_temp != null;
+    const _powerOk = data.gpu_power != null;
+    const _activeBars = (_showUtil ? 1 : 0) + (_showTemp ? 1 : 0) + (_showPower ? 1 : 0);
+    if (_activeBars > 0) {
+        m.gpuSection.style.display = "";
+        // compact 8px / 3px styling kicks in only when there's >1 bar to fit
+        const isSingleBar = _activeBars === 1;
+        m.gpuSection.classList.toggle("is-multibar", !isSingleBar);
+
+        // title row — "GPU" or "GPU (RTX 4090)" on the left, value on the right when
+        // only one bar is visible (then the layout matches RAM/VRAM/CPU above).
+        m.gpuLabel.textContent = (showHwNames && data.gpu_name) ? `GPU (${shortenGpuName(data.gpu_name)})` : "GPU";
+        m.gpuLabel.title = data.gpu_name || "";
+        m.gpuLabel.style.display = miniShowType ? "" : "none";
+        // keep the row visible if either the label is on, or there's a single-bar value to show
+        m.gpuRow.style.display = (miniShowType || isSingleBar) ? "" : "none";
+
+        // util row
+        m.utilRow.style.display = _showUtil ? "" : "none";
+        if (_showUtil) {
+            if (_utilOk) {
+                const gpuColor = gpuUtilColor(data.gpu_util);
+                m.gpuFill.style.background = gpuColor;
+                m.gpuFill.style.width = `${data.gpu_util}%`;
+                m.gpuUsage.innerHTML = _n
+                    ? `<span style="color:${gpuColor};">${(data.gpu_util < 10 ? "0" : "") + data.gpu_util}%</span>`
+                    : "";
+            } else {
+                m.gpuFill.style.width = "0%";
+                m.gpuUsage.textContent = _t("na");
+            }
+        }
+
+        // temp row — 100°C is full scale; units-off uses "%" since the bar already
+        // treats 100°C as the denominator (75°C → 75% of the bar full).
+        m.tempRow.style.display = _showTemp ? "" : "none";
+        if (_showTemp) {
+            if (_tempOk) {
+                const tempColor = gpuTempColor(data.gpu_temp);
+                m.tempFill.style.background = tempColor;
+                m.tempFill.style.width = `${Math.min(100, data.gpu_temp)}%`;
+                const tempDisplay = _u ? `${data.gpu_temp}&deg;C` : `${Math.min(100, data.gpu_temp)}%`;
+                m.tempUsage.innerHTML = _n
+                    ? `<span style="color:${tempColor};">${tempDisplay}</span>`
+                    : "";
+            } else {
+                m.tempFill.style.width = "0%";
+                m.tempUsage.textContent = _t("na");
+            }
+        }
+
+        // power row — fill is draw/limit; value is W or % depending on the Units toggle
+        m.powerRow.style.display = _showPower ? "" : "none";
+        if (_showPower) {
+            if (_powerOk) {
+                const powerColor = gpuPowerColor(data.gpu_power, data.gpu_power_limit);
+                m.powerFill.style.background = powerColor;
+                const powerPct = data.gpu_power_limit > 0
+                    ? Math.min(100, data.gpu_power / data.gpu_power_limit * 100)
+                    : 0;
+                m.powerFill.style.width = `${powerPct}%`;
+                const powerText = _u
+                    ? formatPower(data.gpu_power, data.gpu_power_limit)
+                    : asPct(data.gpu_power, data.gpu_power_limit);
+                m.powerUsage.innerHTML = _n
+                    ? `<span style="color:${powerColor};">${powerText}</span>`
+                    : "";
+            } else {
+                m.powerFill.style.width = "0%";
+                m.powerUsage.textContent = _t("na");
+            }
+        }
+
+        // single-bar mode: lift the visible value into the title row so the section
+        // reads like RAM/VRAM/CPU above (label + value on top, bar below).
+        let headerHtml = "";
+        if (isSingleBar) {
+            if (_showUtil) headerHtml = m.gpuUsage.innerHTML;
+            else if (_showTemp) headerHtml = m.tempUsage.innerHTML;
+            else if (_showPower) headerHtml = m.powerUsage.innerHTML;
+        }
+        m.gpuHeaderValue.innerHTML = headerHtml;
+    } else {
+        m.gpuSection.style.display = "none";
+    }
+
+    // Group dividers: mark the first visible section of each non-leading group
+    // so CSS can draw a separator above it. Recompute every render because the
+    // first visible can change as the user toggles individual sections.
+    function markFirstVisible(group) {
+        let found = false;
+        for (const sec of group) {
+            if (!found && sec.style.display !== "none") {
+                sec.classList.add("mini-group-start");
+                found = true;
+            } else {
+                sec.classList.remove("mini-group-start");
+            }
+        }
+    }
+    markFirstVisible([m.diskSection, m.diskSpaceSection]);
+    markFirstVisible([m.cpuSection, m.gpuSection]);
+
+    const cr = r.contentDiv._refs;
+    cr.ramUsage.textContent = `${formatBytes(ramUsed)}|${formatBytes(ramTotal)}`;
+    cr.ramSegs[0].style.width = pinnedRamPct + "%";
+    cr.ramSegs[0].title = _t("pinned") + ": " + formatBytes(pinnedRamTotal);
+    cr.ramSegs[1].style.width = loadedRamPct + "%";
+    cr.ramSegs[1].title = _t("loaded") + ": " + formatBytes(loadedRamTotal);
+    cr.ramSegs[2].style.width = pythonOtherPct + "%";
+    cr.ramSegs[2].title = _t("python") + ": " + formatBytes(pythonOther);
+    cr.ramSegs[3].style.width = ramOtherPct + "%";
+    cr.ramSegs[3].title = _t("other") + ": " + formatBytes(ramOther);
+    cr.ramLegend.style.display = showLegends ? "flex" : "none";
+    if (showLegends) {
+        cr.ramTexts.pinned.textContent = `${_t("pinned")} ${formatBytes(pinnedRamTotal)}`;
+        cr.ramTexts.loaded.textContent = `${_t("loaded")} ${formatBytes(loadedRamTotal)}`;
+        cr.ramTexts.python.textContent = `${_t("python")} ${formatBytes(pythonOther)}`;
+        cr.ramTexts.other.textContent = `${_t("other")} ${formatBytes(ramOther)}`;
+    }
+
+    cr.vramLabel.textContent = _t("vram") + ((showHwNames && data.gpu_name) ? ` (${shortenGpuName(data.gpu_name)})` : "");
+    cr.vramLabel.title = data.gpu_name || "";
+    cr.vramUsage.textContent = `${formatBytes(used)}|${formatBytes(data.total_vram)}`;
+    cr.vramSegs[0].style.width = aimdoPct + "%";
+    cr.vramSegs[0].title = _t("models") + ": " + formatBytes(aimdo);
+    cr.vramSegs[1].style.width = torchPct + "%";
+    cr.vramSegs[1].title = _t("torch") + ": " + formatBytes(torchActive);
+    cr.vramSegs[2].style.width = torchCachePct + "%";
+    cr.vramSegs[2].title = _t("cache") + ": " + formatBytes(torchCache);
+    cr.vramSegs[3].style.width = otherPct + "%";
+    cr.vramSegs[3].title = _t("other") + ": " + formatBytes(otherUsed);
+    cr.vramLegend.style.display = showLegends ? "flex" : "none";
+    if (showLegends) {
+        cr.vramWraps.models.style.display = aimdo > 0 ? "" : "none";
+        if (aimdo > 0) cr.vramTexts.models.textContent = `${_t("models")} ${formatBytes(aimdo)}`;
+        cr.vramWraps.torch.style.display = torchActive > 0 ? "" : "none";
+        if (torchActive > 0) cr.vramTexts.torch.textContent = `${_t("torch")} ${formatBytes(torchActive)}`;
+        cr.vramWraps.cache.style.display = torchCache > 0 ? "" : "none";
+        if (torchCache > 0) cr.vramTexts.cache.textContent = `${_t("cache")} ${formatBytes(torchCache)}`;
+        cr.vramTexts.other.textContent = `${_t("other")} ${formatBytes(otherUsed)}`;
+    }
+
+    cr.infoPeak.textContent = _t("peak") + ": " + formatBytes(peakVramUsed);
+    cr.infoCache.textContent = _t("cache") + ": " + formatBytes(data.torch_reserved - data.torch_active);
+    if (data.gpu_util != null) {
+        cr.infoGpu.style.display = "";
+        cr.infoGpu.style.color = gpuUtilColor(data.gpu_util);
+        cr.infoGpu.style.opacity = graphState.gpuLineVisible ? "1" : "0.4";
+        cr.infoGpu.textContent = `GPU ${data.gpu_util < 10 ? "0" : ""}${data.gpu_util}%`;
+    } else {
+        cr.infoGpu.style.display = "none";
+    }
+    if (data.gpu_temp != null) {
+        cr.infoTemp.style.display = "";
+        cr.infoTemp.style.color = gpuTempColor(data.gpu_temp);
+        cr.infoTemp.innerHTML = `${data.gpu_temp}&deg;C`;
+    } else {
+        cr.infoTemp.style.display = "none";
+    }
+    if (data.gpu_power != null) {
+        cr.infoPower.style.display = "";
+        cr.infoPower.style.color = gpuPowerColor(data.gpu_power, data.gpu_power_limit);
+        cr.infoPower.textContent = formatPower(data.gpu_power, data.gpu_power_limit);
+    } else {
+        cr.infoPower.style.display = "none";
+    }
+    if (execState.running) {
+        cr.infoState.style.color = "var(--aimdo-running)";
+        cr.infoState.textContent = `● ${execState.node || _t("running")}${execState.progress ? " " + execState.progress : ""}`;
+    } else {
+        cr.infoState.style.color = "";
+        cr.infoState.textContent = "● " + _t("idle");
+    }
+    if (data.total_swap > 0) {
+        cr.pagefileSection.style.display = "";
+        cr.pagefileSegs[0].style.width = (data.used_swap / data.total_swap * 100) + "%";
+        cr.pagefileUsage.textContent = `${formatBytes(data.used_swap)}|${formatBytes(data.total_swap)}`;
+    } else {
+        cr.pagefileSection.style.display = "none";
+    }
+
+    // sync canvas backing to device pixels: visual viewport px × devicePixelRatio.
+    // Drawing then happens in logical (panel-local) CSS px via the totalScale transform,
+    // so cells/lines scale with panelScale while staying crisp on HiDPI.
+    const panelScaleNow = body._panel._scale || 1;
+    const dpr = window.devicePixelRatio || 1;
+    const totalScale = panelScaleNow * dpr;
+    const gRect = r.graphCanvas.getBoundingClientRect();
+    if (gRect.width > 0 && gRect.height > 0) {
+        const backingW = Math.max(1, Math.round(gRect.width * dpr));
+        const backingH = Math.max(1, Math.round(gRect.height * dpr));
+        if (r.graphCanvas.width !== backingW) r.graphCanvas.width = backingW;
+        if (r.graphCanvas.height !== backingH) r.graphCanvas.height = backingH;
+        r.graphCtx.setTransform(totalScale, 0, 0, totalScale, 0, 0);
+        drawGraph(r.graphCtx, gRect.width / panelScaleNow, gRect.height / panelScaleNow);
+        updateGraphTimes();
+    }
+
+    // models section — incremental DOM updates: keep rows across polls, only mutate text/widths
+    if (data.models.length === 0 && !r.noModelsMsg) {
+        r.noModelsMsg = document.createElement("div");
+        r.noModelsMsg.textContent = _t("noModels");
+        r.noModelsMsg.style.cssText = `color:var(--aimdo-textDim);margin-top:6px;`;
+        r.modelsDiv.insertBefore(r.noModelsMsg, r.modelsDiv.firstChild);
+    } else if (data.models.length > 0 && r.noModelsMsg) {
+        r.noModelsMsg.remove();
+        r.noModelsMsg = null;
+    }
+
+    // remove rows for models no longer present and clean up their canvas refs
+    const liveIndices = new Set(data.models.map(m => m.index));
+    for (const idx of Object.keys(r.modelRows)) {
+        if (!liveIndices.has(parseInt(idx))) {
+            r.modelRows[idx].el.remove();
+            delete r.modelRows[idx];
+        }
+    }
+    for (const key of Object.keys(r.pageCanvases)) {
+        const idx = parseInt(key.split("_")[0]);
+        if (!liveIndices.has(idx)) {
+            delete r.pageCanvases[key];
+            delete r.pageCtxs[key];
+            delete modelState[key];
+        }
+    }
+
+    if (!r.bottomLegend) {
+        r.bottomLegend = document.createElement("div");
+        r.bottomLegend.style.cssText = `display:flex;flex-wrap:wrap;gap:8px;font-size:0.833em;color:var(--aimdo-textDim);margin-top:4px;border-bottom:1px solid var(--aimdo-border);padding-bottom:4px;`;
+        r.bottomLegend.innerHTML =
+            `<span><span style="color:var(--aimdo-vram);">&#9632;</span> ${_t("vram")}</span>` +
+            `<span><span style="color:var(--aimdo-pinned);">&#9632;</span> ${_t("pinned")}</span>` +
+            `<span><span style="color:var(--aimdo-loadedRam);">&#9632;</span> ${_t("loaded")}</span>` +
+            `<span><span style="color:var(--aimdo-unloaded);">&#9632;</span> ${_t("unloaded")}</span>` +
+            `<span><span style="color:var(--aimdo-torch);">&#9632;</span> ${_t("torch")}</span>` +
+            `<span><span style="color:var(--aimdo-totalLine);">&#9472;</span> ${_t("total")}</span>` +
+            `<span><span style="color:var(--aimdo-gpuUtil);">&#9472;</span> ${_t("gpuPct")}</span>`;
+        r.modelsDiv.insertBefore(r.bottomLegend, r.modelsDiv.firstChild);
+    }
+    r.bottomLegend.style.display = showLegends ? "flex" : "none";
+
+    for (const m of data.models) {
+        const isNew = !r.modelRows[m.index];
+        const row = renderModelRow(r, m, data);
+        if (isNew) r.modelsDiv.appendChild(row.el);
+    }
+
+    // draw page grids and update vbar stat text
+    for (const m of data.models) {
+        const row = r.modelRows[m.index];
+        if (!row || !row.vbarRefs.length || row.collapsed) continue;
+        const vbars = (m.vbars || []).filter(v => v.residency && v.residency.length > 0);
+        for (let vi = 0; vi < row.vbarRefs.length; vi++) {
+            const vb = vbars[vi];
+            if (!vb) continue;
+            const ref = row.vbarRefs[vi];
+            const vkey = `${m.index}_${ref.vi}`;
+            const st = diffResidency(vkey, vb.residency);
+            let residentCount = 0, pinnedCount = 0;
+            for (let i = 0; i < vb.residency.length; i++) {
+                const flag = vb.residency[i];
+                if (flag & 2) pinnedCount++;
+                else if (flag & 1) residentCount++;
+            }
+            const PAGE = 32 * 1024 * 1024;
+            const vramPages = residentCount + pinnedCount;
+            const ramPages = vb.residency.length - vramPages;
+            const vramColor = (colorModelBars && MODEL_TYPE_COLOR[m.type]) || C.vram;
+            // swatch carries the category color; text inherits readable textDim.
+            ref.vramSw.style.color = vramColor;
+            ref.vramTxt.nodeValue = ` ${vramPages} ${_t("pageVRAM")} (${formatBytes(vramPages * PAGE)})`;
+            ref.unloadedTxt.nodeValue = ` ${ramPages} ${_t("pageUnloaded")} (${formatBytes(ramPages * PAGE)})`;
+
+            let canvas = r.pageCanvases[vkey];
+            if (!canvas) {
+                canvas = document.createElement("canvas");
+                canvas.style.cssText = "width:100%;border-radius:2px;";
+                r.pageCanvases[vkey] = canvas;
+                r.pageCtxs[vkey] = canvas.getContext("2d");
+            }
+            if (canvas.parentElement !== ref.pgrid) ref.pgrid.appendChild(canvas);
+            const pgVisualW = ref.pgrid.getBoundingClientRect().width
+                || r.modelsDiv.getBoundingClientRect().width
+                || 300 * panelScaleNow;
+            const pgCssW = pgVisualW / panelScaleNow;
+            drawPageGrid(r.pageCtxs[vkey], pgCssW, vb.residency, st ? st.changeAge : new Uint8Array(vb.residency.length), panelScaleNow, colorModelBars ? MODEL_TYPE_COLOR[m.type] : undefined);
+        }
+    }
+
+    // attach button handlers via event delegation (once)
+    if (!r.modelsDiv._delegated) {
+        r.modelsDiv._delegated = true;
+        r.modelsDiv.addEventListener("click", async (e) => {
+            const wmBtn = e.target.closest(".aimdo-reset-wm-btn");
+            if (wmBtn) {
+                const idx = parseInt(wmBtn.dataset.index);
+                wmBtn.textContent = "...";
+                try {
+                    await api.fetchApi("/aimdo/reset_watermark", {
+                        method: "POST",
+                        body: JSON.stringify({ index: idx }),
+                        headers: { "Content-Type": "application/json" },
+                    });
+                } finally {
+                    wmBtn.textContent = _t("wm");
+                }
+                return;
+            }
+            const unloadBtn = e.target.closest(".aimdo-unload-btn");
+            if (unloadBtn) {
+                const idx = parseInt(unloadBtn.dataset.index);
+                unloadBtn.textContent = "...";
+                try {
+                    await api.fetchApi("/aimdo/unload_model", {
+                        method: "POST",
+                        body: JSON.stringify({ index: idx }),
+                        headers: { "Content-Type": "application/json" },
+                    });
+                } catch { /* next poll will reflect state */ }
+            }
+        });
+    }
+}
+
+app.registerExtension({
+    name: "aimdo.VRAMVisualization",
+    async setup() {
+        // ── 注册 ComfyUI 设置面板开关 ──
+        const SETTING_ID = "xb_toolbox.memory_viz.enabled";
+        let panelEnabled = true;
+        
+        // 从 localStorage 读取初始状态（settings 系统可能还没就绪）
+        try {
+            const raw = localStorage.getItem("Comfy.Settings." + SETTING_ID);
+            if (raw !== null) panelEnabled = JSON.parse(raw) !== false;
+        } catch {}
+        
+        // 注册设置项（出现在 ComfyUI 设置 → XB_ToolBox 分类下）
+        if (app.ui && app.ui.settings) {
+            app.ui.settings.addSetting({
+                id: SETTING_ID,
+                name: "XB 📊 硬件监控面板 (Memory Visualization)",
+                type: "boolean",
+                defaultValue: true,
+                category: ["XB_ToolBox", "硬件监控"],
+                onChange: (value) => {
+                    panelEnabled = value;
+                    const panel = document.getElementById("aimdo-viz-panel");
+                    if (panel) panel.style.display = value ? "" : "none";
+                }
+            });
+        }
+        
+        if (!panelEnabled) return;  // 用户禁用了面板，不创建
+        
+        // wait for aimdo_viz.css so applyPalette can read CSS variables back into C —
+        // canvas drawing needs real hex strings, not unresolved var() references.
+        await cssLoaded;
+        // load before wiring the periodic save so a stray tick can't overwrite the
+        // stored history with an empty buffer between extension boot and first poll.
+        await loadHistory();
+        setInterval(saveHistory, 10000);
+        // beforeunload is best-effort with IDB: writes are async and may not commit
+        // before teardown. The 10s interval bounds loss to ~1% of the 20-min buffer.
+        window.addEventListener("beforeunload", saveHistory);
+        const body = createPanel();
+
+        api.addEventListener("execution_start", () => {
+            execState.running = true;
+            execState.node = null;
+            execState.progress = null;
+            pushExecEvent("start");
+            body._updateExecBtnState?.();
+        });
+        api.addEventListener("executing", ({ detail }) => {
+            // detail is the node ID string while executing; null/undefined when done
+            // (older ComfyUI) or when interrupted. Newer versions may not fire null.
+            if (detail != null) {
+                execState.running = true;
+                execState.node = detail;
+            }
+            body._updateExecBtnState?.();
+        });
+        api.addEventListener("execution_interrupted", () => {
+            execState.running = false;
+            execState.node = null;
+            execState.progress = null;
+            pushExecEvent("end");
+            body._updateExecBtnState?.();
+        });
+        // status event — reliable execution-end signal in newer ComfyUI (queue_remaining == 0)
+        api.addEventListener("status", ({ detail }) => {
+            if (detail && detail.exec_info && detail.exec_info.queue_remaining === 0) {
+                if (execState.running) {
+                    execState.running = false;
+                    execState.node = null;
+                    execState.progress = null;
+                    pushExecEvent("end");
+                    body._updateExecBtnState?.();
+                }
+            }
+        });
+        api.addEventListener("progress", ({ detail }) => {
+            if (detail) {
+                execState.progress = `${detail.value}/${detail.max}`;
+            }
+        });
+
+        let pollTimer = null;
+        async function poll() {
+            // Skip fetch when the tab is hidden or the panel is detached
+            if (document.hidden || !body.isConnected || !panelEnabled) {
+                pollTimer = setTimeout(poll, pollInterval);
+                return;
+            }
+            try {
+                const params = [];
+                if (showDiskInMini) params.push("disk=1");
+                if (showPagefileInMini) params.push("pagefile=1");
+                if (showFaultsInMini) params.push("faults=1");
+                // list_disks drives both the visible bars (filtered by selectedDisks)
+                // and the tooltip listing every fixed drive. The one-shot
+                // wantDisksList flag lets the settings menu request a fresh list
+                // even when nothing is selected yet.
+                if (selectedDisks.length > 0 || wantDisksList) {
+                    params.push("list_disks=1");
+                    wantDisksList = false;
+                }
+                const url = "/aimdo/vram" + (params.length ? "?" + params.join("&") : "");
+                const resp = await api.fetchApi(url);
+                const data = await resp.json();
+                renderData(body, data);
+            } catch (e) {
+                body.innerHTML = `<div style="color:#aa5555;">${_t("fetchError")}</div>`;
+                refs = null;
+            }
+            pollTimer = setTimeout(poll, pollInterval);
+        }
+
+        // Wake immediately when the tab becomes visible
+        document.addEventListener("visibilitychange", () => {
+            if (!document.hidden && pollTimer != null) {
+                clearTimeout(pollTimer);
+                pollTimer = null;
+                poll();
+            }
+        });
+
+        poll();
+    }
+});
\ No newline at end of file
diff --git a/js/xb_memory_viz_graph.js b/js/xb_memory_viz_graph.js
new file mode 100644
index 0000000..c9e69b2
--- /dev/null
+++ b/js/xb_memory_viz_graph.js
@@ -0,0 +1,623 @@
+// Graph subsystem: history ring buffer, persistence, drawGraph, graph submenu.
+//
+// External dependencies (palette, color utilities, persistence) are wired by
+// initGraph(deps) — graph.js doesn't import from aimdo_viz.js so the dependency
+// graph stays one-way (main → graph).
+
+let C = null;
+let hexToRgb = null;
+let hexToRgba = null;
+let saveState = null;
+let _t = null;
+
+export function initGraph(deps) {
+    C = deps.C;
+    hexToRgb = deps.hexToRgb;
+    hexToRgba = deps.hexToRgba;
+    saveState = deps.saveState;
+    _t = deps._t || ((k) => k);
+}
+
+export const GRAPH_POINTS = 120;          // visible window size on the canvas
+export const HISTORY_BUFFER = 1200;       // total points retained for scrollback (~20 min @ 1s)
+export const HISTORY_TICK_MS = 1000;      // min interval between history snapshots
+const EXEC_EVENTS_MAX = 200;
+const EXEC_NOOP_MS = 1500;                // start→end shorter than this is treated as a no-op
+const HISTORY_DB_NAME = "aimdo_viz";
+const HISTORY_DB_VERSION = 1;
+const HISTORY_STORE = "kv";
+const HISTORY_KEY = "history";
+const HISTORY_SCHEMA = 1;                 // bump when the stored record shape changes
+const GPU_SMOOTH_WINDOW = 3;
+
+// Mutable graph state. Both main and graph mutate via property assignment so
+// `let` exports' read-only semantics don't get in the way.
+export const graphState = {
+    gpuLineVisible: true,
+    graphStyle: "area",                   // "area" | "dots" | "ticker" | "bars"
+    graphVramColor: null,                 // null = use theme C.vram; otherwise hex override
+    graphTotalColor: null,                // null = use theme C.totalLine; otherwise hex override
+    graphTotalSmoothness: 0,              // 0 = raw, larger = wider moving-average window radius
+};
+
+export const history = {
+    torch_active: new Float64Array(HISTORY_BUFFER),
+    aimdo_usage: new Float64Array(HISTORY_BUFFER),
+    free_vram: new Float64Array(HISTORY_BUFFER),
+    gpu_util: new Float64Array(HISTORY_BUFFER),
+    times: new Float64Array(HISTORY_BUFFER),
+    total_vram: 1,
+    head: 0,
+    len: 0,
+    pushCount: 0,                         // monotonic total pushes; absolute sample id
+    viewOffset: 0,                        // points back from newest; 0 = right edge (live)
+    followLive: true,
+    execEvents: [],                       // {type: "start"|"end", time: ms}
+};
+
+// hover-line state for the graph; null when cursor is outside the data range.
+export const graphHover = { x: null, idx: null };
+
+const gpuRawBuf = [];
+export function smoothGpuUtil(raw) {
+    // NVML util frequently dips to 0 mid-workload; peak-hold preserves real peaks.
+    if (raw == null) {
+        gpuRawBuf.length = 0;
+        return null;
+    }
+    gpuRawBuf.push(raw);
+    if (gpuRawBuf.length > GPU_SMOOTH_WINDOW) gpuRawBuf.shift();
+    let m = 0;
+    for (const v of gpuRawBuf) if (v > m) m = v;
+    return m;
+}
+
+export function pushExecEvent(type) {
+    if (type === "end" && history.execEvents.length > 0) {
+        const last = history.execEvents[history.execEvents.length - 1];
+        if (last.type === "start" && Date.now() - last.time < EXEC_NOOP_MS) {
+            history.execEvents.pop();
+            return;
+        }
+    }
+    history.execEvents.push({ type, time: Date.now() });
+    if (history.execEvents.length > EXEC_EVENTS_MAX) {
+        history.execEvents.splice(0, history.execEvents.length - EXEC_EVENTS_MAX);
+    }
+}
+
+export function pushHistory(data) {
+    history.total_vram = data.total_vram;
+    const i = history.head;
+    // store non-overlapping values matching the bar logic
+    if (data.aimdo_usage > 0) {
+        history.aimdo_usage[i] = data.aimdo_usage;
+        history.torch_active[i] = 0;
+    } else {
+        history.aimdo_usage[i] = 0;
+        history.torch_active[i] = data.torch_active;
+    }
+    history.free_vram[i] = data.free_vram;
+    history.gpu_util[i] = data.gpu_util != null ? data.gpu_util : 0;
+    history.times[i] = Date.now();
+    history.head = (i + 1) % HISTORY_BUFFER;
+    if (history.len < HISTORY_BUFFER) history.len++;
+    history.pushCount++;
+    // when scrolled back, advance viewOffset so the user's pinned window keeps
+    // showing the same chronological data instead of sliding with new points.
+    if (!history.followLive) {
+        const maxOffset = Math.max(0, history.len - GRAPH_POINTS);
+        history.viewOffset = Math.min(maxOffset, history.viewOffset + 1);
+    }
+}
+
+export function historyGet(arr, idx) {
+    // idx 0 = oldest valid, idx len-1 = newest
+    return arr[(history.head - history.len + idx + HISTORY_BUFFER) % HISTORY_BUFFER];
+}
+
+export function resetHistoryState() {
+    history.head = 0;
+    history.len = 0;
+    history.pushCount = 0;
+    history.viewOffset = 0;
+    history.followLive = true;
+    history.torch_active.fill(0);
+    history.aimdo_usage.fill(0);
+    history.free_vram.fill(0);
+    history.gpu_util.fill(0);
+    history.times.fill(0);
+    history.execEvents.length = 0;
+}
+
+let _dbPromise = null;
+function openHistoryDb() {
+    if (_dbPromise) return _dbPromise;
+    _dbPromise = new Promise((resolve, reject) => {
+        const req = indexedDB.open(HISTORY_DB_NAME, HISTORY_DB_VERSION);
+        req.onupgradeneeded = () => req.result.createObjectStore(HISTORY_STORE);
+        req.onsuccess = () => resolve(req.result);
+        req.onerror = () => reject(req.error);
+    });
+    _dbPromise.catch(() => { _dbPromise = null; });  // allow retry after open failure
+    return _dbPromise;
+}
+
+// cleanup the localStorage key for users upgrading from the previous version.
+try { localStorage.removeItem("aimdo_viz_history"); } catch {}
+
+export async function saveHistory() {
+    if (history.len === 0) return;
+    try {
+        const db = await openHistoryDb();
+        db.transaction(HISTORY_STORE, "readwrite").objectStore(HISTORY_STORE).put({
+            v: HISTORY_SCHEMA,
+            head: history.head,
+            len: history.len,
+            buffer_size: HISTORY_BUFFER,
+            total_vram: history.total_vram,
+            times: history.times,
+            torch_active: history.torch_active,
+            aimdo_usage: history.aimdo_usage,
+            free_vram: history.free_vram,
+            gpu_util: history.gpu_util,
+            execEvents: history.execEvents,
+        }, HISTORY_KEY);
+    } catch (err) {
+        if (!saveHistory._warned) {
+            saveHistory._warned = true;
+            console.warn("aimdo-viz: history save failed", err);
+        }
+    }
+}
+
+export async function clearHistoryStorage() {
+    try {
+        const db = await openHistoryDb();
+        db.transaction(HISTORY_STORE, "readwrite").objectStore(HISTORY_STORE).delete(HISTORY_KEY);
+    } catch (err) { console.warn("aimdo-viz: history clear failed", err); }
+}
+
+export async function loadHistory() {
+    try {
+        const db = await openHistoryDb();
+        const data = await new Promise((resolve, reject) => {
+            const req = db.transaction(HISTORY_STORE, "readonly").objectStore(HISTORY_STORE).get(HISTORY_KEY);
+            req.onsuccess = () => resolve(req.result);
+            req.onerror = () => reject(req.error);
+        });
+        if (!data || data.v !== HISTORY_SCHEMA || typeof data.len !== "number") return;
+        if (!data.times || data.times.length !== HISTORY_BUFFER) return;
+        const copy = (target, source) => { if (source) target.set(source); };
+        history.total_vram = data.total_vram || 1;
+        copy(history.times, data.times);
+        copy(history.torch_active, data.torch_active);
+        copy(history.aimdo_usage, data.aimdo_usage);
+        copy(history.free_vram, data.free_vram);
+        copy(history.gpu_util, data.gpu_util);
+        history.len = Math.min(data.len, HISTORY_BUFFER);
+        history.head = (typeof data.head === "number" ? data.head : history.len) % HISTORY_BUFFER;
+        history.pushCount = history.len;
+        if (Array.isArray(data.execEvents)) history.execEvents = data.execEvents.slice(-EXEC_EVENTS_MAX);
+    } catch (err) { console.warn("aimdo-viz: history load failed", err); }
+}
+
+export function loadGraphSavedState(saved) {
+    if (typeof saved.gpuLineVisible === "boolean") graphState.gpuLineVisible = saved.gpuLineVisible;
+    if (typeof saved.graphStyle === "string") graphState.graphStyle = saved.graphStyle;
+    if (typeof saved.graphVramColor === "string") graphState.graphVramColor = saved.graphVramColor;
+    if (typeof saved.graphTotalColor === "string") graphState.graphTotalColor = saved.graphTotalColor;
+    if (typeof saved.graphTotalSmoothness === "number") {
+        graphState.graphTotalSmoothness = Math.max(0, Math.min(20, saved.graphTotalSmoothness | 0));
+    }
+}
+
+export function drawGraph(ctx, w, h) {
+    const total = history.total_vram;
+    const len = history.len;
+    if (len < 2) return;
+
+    const visible = Math.min(GRAPH_POINTS, len - history.viewOffset);
+    if (visible < 2) return;
+    const startIdx = len - visible - history.viewOffset;
+
+    ctx.clearRect(0, 0, w, h);
+
+    ctx.strokeStyle = C.gridLine;
+    ctx.lineWidth = 1;
+    for (const pct of [0.25, 0.5, 0.75]) {
+        const y = Math.round(h - h * pct) + 0.5;
+        ctx.beginPath();
+        ctx.moveTo(0, y);
+        ctx.lineTo(w, y);
+        ctx.stroke();
+    }
+
+    const stepX = w / (GRAPH_POINTS - 1);
+    const yFor = val => h - (val / total) * h;
+    const dataStartX = (GRAPH_POINTS - visible) * stepX;
+    const xFor = i => (GRAPH_POINTS - visible + i) * stepX;
+    const at = (arr, i) => historyGet(arr, startIdx + i);
+
+    // smoothed total-used values, precomputed once per frame and shared by the total
+    // line, dots, and area-"other" layer so dots/areas stay at-or-below the line.
+    const smoothN = graphState.graphTotalSmoothness;
+    const totalValues = new Float64Array(visible);
+    for (let i = 0; i < visible; i++) totalValues[i] = total - at(history.free_vram, i);
+    let smoothedValues;
+    if (smoothN > 0 && visible > 0) {
+        smoothedValues = new Float64Array(visible);
+        let sum = 0, count = 0;
+        const initEnd = Math.min(visible - 1, smoothN);
+        for (let k = 0; k <= initEnd; k++) { sum += totalValues[k]; count++; }
+        smoothedValues[0] = sum / count;
+        for (let i = 1; i < visible; i++) {
+            const add = i + smoothN;
+            const drop = i - smoothN - 1;
+            if (add < visible) { sum += totalValues[add]; count++; }
+            if (drop >= 0) { sum -= totalValues[drop]; count--; }
+            smoothedValues[i] = sum / count;
+        }
+    } else {
+        smoothedValues = totalValues;
+    }
+    const valueAt = (i) => smoothedValues[i];
+
+    const style = graphState.graphStyle;
+    const vramHex = graphState.graphVramColor || C.vram;
+    if (style === "area") {
+        ctx.beginPath();
+        ctx.moveTo(dataStartX, h);
+        for (let i = 0; i < visible; i++) {
+            ctx.lineTo(xFor(i), yFor(at(history.aimdo_usage, i)));
+        }
+        ctx.lineTo(xFor(visible - 1), h);
+        ctx.closePath();
+        ctx.fillStyle = hexToRgba(vramHex, 0.35);
+        ctx.fill();
+
+        ctx.beginPath();
+        ctx.moveTo(dataStartX, yFor(at(history.aimdo_usage, 0)));
+        for (let i = 0; i < visible; i++) {
+            ctx.lineTo(xFor(i), yFor(at(history.aimdo_usage, i) + at(history.torch_active, i)));
+        }
+        for (let i = visible - 1; i >= 0; i--) {
+            ctx.lineTo(xFor(i), yFor(at(history.aimdo_usage, i)));
+        }
+        ctx.closePath();
+        ctx.fillStyle = hexToRgba(C.torch, 0.4);
+        ctx.fill();
+
+        const stackTop = (i) => at(history.aimdo_usage, i) + at(history.torch_active, i);
+        const topFor = (i) => Math.max(stackTop(i), valueAt(i));
+        ctx.beginPath();
+        ctx.moveTo(dataStartX, yFor(stackTop(0)));
+        for (let i = 0; i < visible; i++) {
+            ctx.lineTo(xFor(i), yFor(topFor(i)));
+        }
+        for (let i = visible - 1; i >= 0; i--) {
+            ctx.lineTo(xFor(i), yFor(stackTop(i)));
+        }
+        ctx.closePath();
+        ctx.fillStyle = hexToRgba(C.other, 0.4);
+        ctx.fill();
+    } else if (style === "bars") {
+        const groupSize = 3;
+        const barStep = stepX * groupSize;
+        const barW = Math.max(4, barStep - 4);
+        ctx.fillStyle = hexToRgba(vramHex, 0.55);
+        const newestAbs = history.pushCount - 1 - history.viewOffset;
+        const oldestAbs = newestAbs - visible + 1;
+        const firstGroupAbs = Math.floor(oldestAbs / groupSize) * groupSize;
+        const lastGroupAbs = Math.floor(newestAbs / groupSize) * groupSize;
+        for (let absG = firstGroupAbs; absG <= lastGroupAbs; absG += groupSize) {
+            const sStart = Math.max(absG, oldestAbs);
+            const sEnd = Math.min(absG + groupSize - 1, newestAbs);
+            let peak = 0;
+            for (let a = sStart; a <= sEnd; a++) {
+                const v = total - at(history.free_vram, a - oldestAbs);
+                if (v > peak) peak = v;
+            }
+            const centerRel = (absG - oldestAbs) + (groupSize - 1) / 2;
+            const cx = xFor(centerRel);
+            const y = yFor(peak);
+            ctx.fillRect(cx - barW / 2, y, barW, h - y);
+        }
+    } else if (style === "ticker") {
+        const groupSize = 3;
+        const candleStep = stepX * groupSize;
+        const barW = Math.max(5, candleStep - 3);
+        const up = "#10b981";
+        const down = "#ef4444";
+        const newestAbs = history.pushCount - 1 - history.viewOffset;
+        const oldestAbs = newestAbs - visible + 1;
+        const firstGroupAbs = Math.floor(oldestAbs / groupSize) * groupSize;
+        const lastGroupAbs = Math.floor(newestAbs / groupSize) * groupSize;
+        ctx.lineWidth = 1;
+        for (let absG = firstGroupAbs; absG <= lastGroupAbs; absG += groupSize) {
+            const sStart = Math.max(absG, oldestAbs);
+            const sEnd = Math.min(absG + groupSize - 1, newestAbs);
+            const oRel = sStart - oldestAbs;
+            const cRel = sEnd - oldestAbs;
+            const o = total - at(history.free_vram, oRel);
+            const c = total - at(history.free_vram, cRel);
+            const hiLoStartRel = Math.max(0, oRel - 1);
+            const hiLoEndRel = Math.min(visible - 1, cRel + 1);
+            let hi = o, lo = o;
+            for (let rel = hiLoStartRel; rel <= hiLoEndRel; rel++) {
+                const v = total - at(history.free_vram, rel);
+                if (v > hi) hi = v;
+                if (v < lo) lo = v;
+            }
+            const yO = yFor(o), yC = yFor(c);
+            const yTop = Math.min(yO, yC);
+            const bodyH = Math.max(1, Math.abs(yC - yO));
+            const centerRel = (absG - oldestAbs) + (groupSize - 1) / 2;
+            const cx = xFor(centerRel);
+            const isUp = c >= o;
+            const color = isUp ? up : down;
+            const yBot = yTop + bodyH;
+            ctx.strokeStyle = color;
+            const wickX = Math.round(cx) + 0.5;
+            const yHi = yFor(hi);
+            const yLo = yFor(lo);
+            if (yHi < yTop) {
+                ctx.beginPath();
+                ctx.moveTo(wickX, yHi);
+                ctx.lineTo(wickX, yTop);
+                ctx.stroke();
+            }
+            if (yLo > yBot) {
+                ctx.beginPath();
+                ctx.moveTo(wickX, yBot);
+                ctx.lineTo(wickX, yLo);
+                ctx.stroke();
+            }
+            const bx = Math.round(cx - barW / 2);
+            if (isUp) {
+                ctx.strokeRect(bx + 0.5, Math.round(yTop) + 0.5, barW - 1, bodyH);
+            } else {
+                ctx.fillStyle = color;
+                ctx.fillRect(bx, Math.round(yTop), barW, bodyH);
+            }
+        }
+    } else if (style === "dots") {
+        const dotR = 1;
+        const dotStep = 8;
+        const colStep = 2;
+        const [r, g, b] = hexToRgb(vramHex);
+        for (let y = 0; y < h; y += dotStep) {
+            const f = 1 - y / h;
+            ctx.fillStyle = `rgba(${r},${g},${b},${(0.15 + 0.65 * f).toFixed(3)})`;
+            ctx.beginPath();
+            for (let i = 0; i < visible; i += colStep) {
+                if (y < yFor(valueAt(i))) continue;
+                const x = xFor(i);
+                ctx.moveTo(x + dotR, y);
+                ctx.arc(x, y, dotR, 0, Math.PI * 2);
+            }
+            ctx.fill();
+        }
+    }
+
+    // total used line — ticker already encodes the value in each candle's edge,
+    // so skip the line to avoid overlapping the bars.
+    if (style !== "ticker") {
+        ctx.beginPath();
+        ctx.strokeStyle = graphState.graphTotalColor || C.totalLine;
+        ctx.lineWidth = 1.5;
+        ctx.lineJoin = "round";
+        ctx.lineCap = "round";
+        if (smoothN > 0 && visible >= 3) {
+            const xs = new Float64Array(visible);
+            const ys = new Float64Array(visible);
+            for (let i = 0; i < visible; i++) { xs[i] = xFor(i); ys[i] = yFor(valueAt(i)); }
+            ctx.moveTo(xs[0], ys[0]);
+            for (let i = 1; i < visible - 1; i++) {
+                const mx = (xs[i] + xs[i + 1]) / 2;
+                const my = (ys[i] + ys[i + 1]) / 2;
+                ctx.quadraticCurveTo(xs[i], ys[i], mx, my);
+            }
+            ctx.lineTo(xs[visible - 1], ys[visible - 1]);
+        } else {
+            for (let i = 0; i < visible; i++) {
+                const x = xFor(i);
+                const y = yFor(valueAt(i));
+                if (i === 0) ctx.moveTo(x, y); else ctx.lineTo(x, y);
+            }
+        }
+        ctx.stroke();
+    }
+
+    // capacity line
+    ctx.strokeStyle = C.capLine;
+    ctx.lineWidth = 1;
+    ctx.setLineDash([4, 4]);
+    ctx.beginPath();
+    ctx.moveTo(0, yFor(total));
+    ctx.lineTo(w, yFor(total));
+    ctx.stroke();
+    ctx.setLineDash([]);
+
+    // exec start/end markers — positioned by interpolating each event's time into the
+    // visible sample times array, so markers stay glued to the data during scrubbing
+    // even if pollInterval drifts between ticks.
+    if (history.execEvents.length) {
+        const sampleTimes = new Float64Array(visible);
+        for (let i = 0; i < visible; i++) sampleTimes[i] = historyGet(history.times, startIdx + i);
+        const tFirst = sampleTimes[0];
+        const tLast = sampleTimes[visible - 1];
+        ctx.lineWidth = 1;
+        ctx.setLineDash([2, 3]);
+        for (const evt of history.execEvents) {
+            if (evt.time < tFirst || evt.time > tLast) continue;
+            let lo = 0, hi = visible - 1;
+            while (lo < hi) {
+                const mid = (lo + hi + 1) >> 1;
+                if (sampleTimes[mid] <= evt.time) lo = mid; else hi = mid - 1;
+            }
+            const tA = sampleTimes[lo];
+            const tB = lo < visible - 1 ? sampleTimes[lo + 1] : tA;
+            const frac = tB > tA ? (evt.time - tA) / (tB - tA) : 0;
+            const x = xFor(lo + frac);
+            ctx.strokeStyle = evt.type === "start" ? C.torch : C.gpuUtilHi;
+            ctx.beginPath();
+            ctx.moveTo(x + 0.5, 0);
+            ctx.lineTo(x + 0.5, h);
+            ctx.stroke();
+        }
+        ctx.setLineDash([]);
+    }
+
+    // gpu line uses its own 0..100 scale, not the VRAM byte scale
+    if (graphState.gpuLineVisible) {
+        ctx.beginPath();
+        ctx.strokeStyle = C.gpuUtil;
+        ctx.lineWidth = 1.25;
+        for (let i = 0; i < visible; i++) {
+            const y = h - (at(history.gpu_util, i) / 100) * h;
+            if (i === 0) ctx.moveTo(xFor(i), y); else ctx.lineTo(xFor(i), y);
+        }
+        ctx.stroke();
+    }
+
+    if (graphHover.x != null && graphHover.idx != null) {
+        const hi = graphHover.idx - startIdx;
+        if (hi >= 0 && hi < visible) {
+            ctx.strokeStyle = C.vram;
+            ctx.lineWidth = 1;
+            ctx.beginPath();
+            ctx.moveTo(graphHover.x + 0.5, 0);
+            ctx.lineTo(graphHover.x + 0.5, h);
+            ctx.stroke();
+
+            const dot = (x, y, fill) => {
+                ctx.beginPath();
+                ctx.arc(x, y, 3, 0, Math.PI * 2);
+                ctx.fillStyle = fill;
+                ctx.fill();
+                ctx.lineWidth = 1.5;
+                ctx.strokeStyle = C.graphBg;
+                ctx.stroke();
+            };
+            const totalY = yFor(total - at(history.free_vram, hi));
+            dot(graphHover.x, totalY, C.totalLine);
+            if (graphState.gpuLineVisible) {
+                const gpuY = h - (at(history.gpu_util, hi) / 100) * h;
+                dot(graphHover.x, gpuY, C.gpuUtil);
+            }
+        }
+    }
+}
+
+// Build the "Graph" submenu (style + colors + smoothness). The caller passes the
+// submenu container + a redraw callback that's tied to the active panel instance.
+export function buildGraphSubmenu(submenu, redrawGraph) {
+    const graphStyles = [
+        { key: "area",   label: _t("graphArea") },
+        { key: "bars",   label: _t("graphBars") },
+        { key: "ticker", label: _t("graphTicker") },
+        { key: "dots",   label: _t("graphDots") },
+    ];
+    const items = new Map();
+    function renderItems() {
+        for (const [k, item] of items) {
+            const on = k === graphState.graphStyle;
+            const label = graphStyles.find(s => s.key === k).label;
+            item.innerHTML = `<span class="aimdo-check">${on ? "✓" : ""}</span>${label}`;
+        }
+    }
+    for (const s of graphStyles) {
+        const item = document.createElement("div");
+        item.className = "aimdo-menu-item";
+        item.addEventListener("click", (e) => {
+            e.stopPropagation();
+            graphState.graphStyle = s.key;
+            saveState({ graphStyle: s.key });
+            renderItems();
+            redrawGraph();
+        });
+        submenu.appendChild(item);
+        items.set(s.key, item);
+    }
+    renderItems();
+
+    // VRAM color picker
+    const colorRow = document.createElement("div");
+    colorRow.style.cssText = `padding:6px 10px;display:flex;align-items:center;gap:8px;font-size:0.917em;`;
+    colorRow.addEventListener("click", (e) => e.stopPropagation());
+    const colorInput = document.createElement("input");
+    colorInput.type = "color";
+    colorInput.value = graphState.graphVramColor || C.vram;
+    colorInput.style.cssText = `width:24px;height:18px;padding:0;border:none;background:transparent;cursor:pointer;`;
+    colorInput.addEventListener("input", () => {
+        graphState.graphVramColor = colorInput.value;
+        saveState({ graphVramColor: colorInput.value });
+        redrawGraph();
+    });
+    const resetColor = document.createElement("span");
+    resetColor.textContent = _t("reset");
+    resetColor.style.cssText = `margin-left:auto;color:var(--aimdo-textDim);cursor:pointer;font-size:0.833em;`;
+    resetColor.addEventListener("click", () => {
+        graphState.graphVramColor = null;
+        saveState({ graphVramColor: null });
+        colorInput.value = C.vram;
+        redrawGraph();
+    });
+    colorRow.appendChild(colorInput);
+    colorRow.appendChild(document.createTextNode(_t("vramColor")));
+    colorRow.appendChild(resetColor);
+    submenu.appendChild(colorRow);
+
+    // Total-line color picker
+    const totalColorRow = document.createElement("div");
+    totalColorRow.style.cssText = colorRow.style.cssText;
+    totalColorRow.addEventListener("click", (e) => e.stopPropagation());
+    const totalColorInput = document.createElement("input");
+    totalColorInput.type = "color";
+    totalColorInput.value = graphState.graphTotalColor || C.totalLine;
+    totalColorInput.style.cssText = colorInput.style.cssText;
+    totalColorInput.addEventListener("input", () => {
+        graphState.graphTotalColor = totalColorInput.value;
+        saveState({ graphTotalColor: totalColorInput.value });
+        redrawGraph();
+    });
+    const resetTotalColor = document.createElement("span");
+    resetTotalColor.textContent = _t("reset");
+    resetTotalColor.style.cssText = resetColor.style.cssText;
+    resetTotalColor.addEventListener("click", () => {
+        graphState.graphTotalColor = null;
+        saveState({ graphTotalColor: null });
+        totalColorInput.value = C.totalLine;
+        redrawGraph();
+    });
+    totalColorRow.appendChild(totalColorInput);
+    totalColorRow.appendChild(document.createTextNode(_t("totalColor")));
+    totalColorRow.appendChild(resetTotalColor);
+    submenu.appendChild(totalColorRow);
+
+    // Total-line smoothness slider
+    const smoothRow = document.createElement("div");
+    smoothRow.style.cssText = `padding:6px 10px;display:flex;flex-direction:column;gap:4px;min-width:180px;font-size:0.833em;`;
+    smoothRow.addEventListener("click", (e) => e.stopPropagation());
+    const smoothLabel = document.createElement("div");
+    smoothLabel.style.cssText = `display:flex;justify-content:space-between;color:var(--aimdo-textDim);`;
+    smoothLabel.innerHTML = `<span>${_t("smoothness")}</span><span class="aimdo-sm-val">${graphState.graphTotalSmoothness}</span>`;
+    const smoothSlider = document.createElement("input");
+    smoothSlider.type = "range";
+    smoothSlider.min = "0";
+    smoothSlider.max = "20";
+    smoothSlider.step = "1";
+    smoothSlider.value = String(graphState.graphTotalSmoothness);
+    smoothSlider.style.cssText = `width:100%;accent-color:var(--aimdo-vram);cursor:pointer;`;
+    const smoothValSpan = smoothLabel.querySelector(".aimdo-sm-val");
+    smoothSlider.addEventListener("input", () => {
+        graphState.graphTotalSmoothness = parseInt(smoothSlider.value, 10);
+        smoothValSpan.textContent = String(graphState.graphTotalSmoothness);
+        saveState({ graphTotalSmoothness: graphState.graphTotalSmoothness });
+        redrawGraph();
+    });
+    smoothRow.appendChild(smoothLabel);
+    smoothRow.appendChild(smoothSlider);
+    submenu.appendChild(smoothRow);
+}
diff --git a/locales/zh/nodeDefs.json b/locales/zh/nodeDefs.json
index 1d64486..908208d 100644
--- a/locales/zh/nodeDefs.json
+++ b/locales/zh/nodeDefs.json
@@ -4670,5 +4670,14 @@
         "name": "📝 系统提示词"
       }
     }
+  },
+  "XB_MemoryVisualization": {
+    "display_name": "XB 📊 硬件监控面板 (Memory Visualization)",
+    "description": "实时显存内存监控面板——显示GPU/CPU/内存/磁盘等硬件资源使用情况。将此节点添加到工作流即可在界面右下角激活可拖拽的监控面板。",
+    "inputs": {
+      "any_input": {
+        "name": "任意输入（可选）"
+      }
+    }
   }
 }
\ No newline at end of file
diff --git a/nodes_memory_viz.py b/nodes_memory_viz.py
new file mode 100644
index 0000000..8e72979
--- /dev/null
+++ b/nodes_memory_viz.py
@@ -0,0 +1,888 @@
+NODE_CLASS_MAPPINGS = {}
+NODE_DISPLAY_NAME_MAPPINGS = {}
+
+import logging
+import asyncio
+import ctypes
+import os
+import platform
+import subprocess
+import time
+import torch
+import server
+from aiohttp import web
+import psutil
+import comfy.model_management
+import comfy.memory_management
+import comfy.model_base
+
+
+log = logging.getLogger(__name__)
+
+try:
+    import comfy_aimdo.control
+except ImportError:
+    comfy_aimdo = None
+
+# ── AMD / ROCm GPU 监控 ──
+# 优先使用 LibreHardwareMonitor（跨厂商硬件监控库），
+# 其次尝试 rocm-smi CLI。
+# LHM 需要 pythonnet + LibreHardwareMonitorLib.dll (net8.0)
+_lhm_state = {"checked": False, "available": False, "computer": None}
+_amd_state = {"checked": False, "available": False, "gpu_name": None,
+              "rocm_smi_path": None,
+              "util_cache": None, "temp_cache": None,
+              "power_cache": None, "cache_time": 0}
+
+def _init_lhm():
+    """初始化 LibreHardwareMonitor (跨厂商硬件监控)"""
+    if _lhm_state["checked"]:
+        return _lhm_state["available"]
+    _lhm_state["checked"] = True
+    
+    try:
+        import pythonnet
+        pythonnet.load('coreclr')
+        import clr
+        
+        dll_path = os.path.join(os.path.dirname(os.path.abspath(__file__)), 
+                                "LibreHardwareMonitorLib.dll")
+        if not os.path.exists(dll_path):
+            log.info("aimdo-viz: LibreHardwareMonitorLib.dll 未找到")
+            return False
+        
+        clr.AddReference(dll_path)
+        from LibreHardwareMonitor.Hardware import Computer
+        
+        computer = Computer()
+        computer.IsGpuEnabled = True
+        computer.Open()
+        
+        _lhm_state["computer"] = computer
+        _lhm_state["available"] = True
+        log.info("aimdo-viz: LibreHardwareMonitor 初始化成功")
+        return True
+    except Exception as e:
+        log.debug("aimdo-viz: LHM 初始化失败: %s", e)
+        _lhm_state["available"] = False
+        return False
+
+def _query_lhm():
+    """通过 LibreHardwareMonitor 读取 AMD GPU 利用率/温度/功耗"""
+    computer = _lhm_state.get("computer")
+    if computer is None:
+        return None, None, None
+    
+    try:
+        util = None
+        temp = None
+        power = None
+        
+        for hw in computer.Hardware:
+            hw.Update()
+            hw_type = str(hw.HardwareType)
+            
+            # 只处理 AMD 独立显卡，跳过集成显卡
+            if "GpuAmd" not in hw_type:
+                continue
+            
+            hw_name = str(hw.Name).lower()
+            # 如果是集成显卡（通常包含 "graphics" 不含具体型号标记），跳过
+            # RX 7900 XTX 等独显名称包含 "rx" 或 "radeon rx"
+            is_dgpu = any(kw in hw_name for kw in ["rx", "7900", "7800", "7700", "7600", 
+                                                      "6900", "6800", "6700", "6600",
+                                                      "5700", "5600", "5500", "vega",
+                                                      "radeon vii", "fury"])
+            
+            for sensor in hw.Sensors:
+                s_type = str(sensor.SensorType)
+                s_name = str(sensor.Name).lower()
+                s_val = sensor.Value
+                if s_val is None:
+                    continue
+                
+                if s_type == "Load" and s_name == "gpu core" and is_dgpu:
+                    util = s_val
+                elif s_type == "Temperature" and s_name == "gpu core" and is_dgpu:
+                    temp = s_val
+                elif s_type == "Power" and s_name == "gpu package" and is_dgpu:
+                    power = s_val  # 瓦特
+            
+            # 如果独显没找到数据，回退到任意 AMD GPU
+            if util is None and not is_dgpu:
+                for sensor in hw.Sensors:
+                    s_type = str(sensor.SensorType)
+                    s_name = str(sensor.Name).lower()
+                    s_val = sensor.Value
+                    if s_val is None:
+                        continue
+                    if s_type == "Load" and s_name == "gpu core" and util is None:
+                        util = s_val
+                    elif s_type == "Temperature" and s_name == "gpu core" and temp is None:
+                        temp = s_val
+                    elif s_type == "Power" and s_name == "gpu package" and power is None:
+                        power = s_val
+        
+        # power 是瓦特，转换为毫瓦以匹配 NVIDIA API
+        if power is not None:
+            power = power * 1000
+        
+        return util, temp, power
+    except Exception as e:
+        log.debug("aimdo-viz: LHM 查询失败: %s", e)
+        return None, None, None
+
+def _detect_amd_gpu():
+    """检测是否为 AMD GPU 并初始化监控后端"""
+    if _amd_state["checked"]:
+        return _amd_state["available"]
+    _amd_state["checked"] = True
+    
+    if not torch.cuda.is_available():
+        return False
+    
+    device = comfy.model_management.get_torch_device()
+    gpu_name = torch.cuda.get_device_name(device)
+    
+    is_amd = any(kw in gpu_name.lower() for kw in 
+                 ["amd", "radeon", "instinct", "mi", "rx", "vega", "navi",
+                  "gfx", "radeon rx", "radeon pro", "firepro"])
+    if not is_amd:
+        return False
+    
+    log.info("aimdo-viz: 检测到 AMD GPU: %s", gpu_name)
+    _amd_state["gpu_name"] = gpu_name
+    
+    # 方案 1: LibreHardwareMonitor (推荐，支持 RDNA 3)
+    if _init_lhm():
+        _amd_state["available"] = True
+        log.info("aimdo-viz: 使用 LibreHardwareMonitor 监控 AMD GPU")
+        return True
+    
+    # 方案 2: rocm-smi CLI (Linux / 未来 Windows)
+    import shutil
+    candidates = []
+    if platform.system() == "Windows":
+        candidates = [
+            r"C:\Program Files\AMD\ROCm\7.1\bin\rocm-smi.exe",
+            r"C:\Program Files\AMD\ROCm\6.2\bin\rocm-smi.exe",
+            "rocm-smi.exe",
+        ]
+    else:
+        candidates = ["rocm-smi", "/opt/rocm/bin/rocm-smi"]
+    
+    for path in candidates:
+        if "*" not in path and shutil.which(path):
+            _amd_state["rocm_smi_path"] = path
+            log.info("aimdo-viz: 使用 rocm-smi: %s", path)
+            _amd_state["available"] = True
+            return True
+    
+    log.info("aimdo-viz: AMD GPU 监控不可用，仅显示 VRAM")
+    _amd_state["available"] = True
+    return True
+
+def _query_amd_gpu():
+    """查询 AMD GPU 状态，返回 (util, temp_c, power_mw)"""
+    # LHM 优先
+    if _lhm_state.get("available"):
+        now = time.time()
+        if now - _amd_state["cache_time"] < 2:
+            return _amd_state["util_cache"], _amd_state["temp_cache"], _amd_state["power_cache"]
+        _amd_state["cache_time"] = now
+        u, t, p = _query_lhm()
+        _amd_state["util_cache"] = u
+        _amd_state["temp_cache"] = t
+        _amd_state["power_cache"] = p
+        return u, t, p
+    
+    # rocm-smi 回退
+    if _amd_state.get("rocm_smi_path"):
+        now = time.time()
+        if now - _amd_state["cache_time"] < 2:
+            return _amd_state["util_cache"], _amd_state["temp_cache"], _amd_state["power_cache"]
+        _amd_state["cache_time"] = now
+        
+        path = _amd_state["rocm_smi_path"]
+        import json as _json
+        try:
+            proc = subprocess.run(
+                [path, "--showuse", "--showtemp", "--showpower", "--json"],
+                capture_output=True, text=True, timeout=5
+            )
+            if proc.returncode == 0:
+                data = _json.loads(proc.stdout)
+                for card_key in data:
+                    card = data[card_key]
+                    try:
+                        _amd_state["util_cache"] = int(float(card.get("GPU use (%)", "0")))
+                    except (ValueError, TypeError):
+                        _amd_state["util_cache"] = None
+                    try:
+                        _amd_state["temp_cache"] = float(card.get("Temperature (C)", "0"))
+                    except (ValueError, TypeError):
+                        _amd_state["temp_cache"] = None
+                    try:
+                        _amd_state["power_cache"] = float(card.get("Average Graphics Package Power (W)", 0)) * 1000
+                    except (ValueError, TypeError):
+                        _amd_state["power_cache"] = None
+                    break
+        except Exception as e:
+            log.debug("aimdo-viz: rocm-smi 错误: %s", e)
+    
+    return _amd_state["util_cache"], _amd_state["temp_cache"], _amd_state["power_cache"]
+
+# NVML handle + power-cap cache. Cap and device name are static for a given
+# driver state, so we only query them once. Handle init is best-effort; failures stick.
+_nvml_state = {"handle": None, "tried": False, "power_limit": None, "gpu_name": None}
+
+def _resolve_nvml_handle(pynvml, device):
+    # NVML enumerates physical GPUs and ignores CUDA_VISIBLE_DEVICES, so the torch
+    # device index can point at the wrong card on multi-GPU systems. Match by UUID.
+    idx = device.index if device.index is not None else torch.cuda.current_device()
+    try:
+        torch_uuid = "GPU-" + str(torch.cuda.get_device_properties(idx).uuid)
+        for i in range(pynvml.nvmlDeviceGetCount()):
+            h = pynvml.nvmlDeviceGetHandleByIndex(i)
+            uuid = pynvml.nvmlDeviceGetUUID(h)
+            if (uuid.decode() if isinstance(uuid, bytes) else uuid) == torch_uuid:
+                return h
+    except Exception as e:
+        log.debug("aimdo-viz: nvml uuid match failed: %s", e)
+    return pynvml.nvmlDeviceGetHandleByIndex(idx)
+
+def _nvml_handle(device):
+    if _nvml_state["tried"]:
+        return _nvml_state["handle"]
+    _nvml_state["tried"] = True
+    try:
+        import pynvml
+        pynvml.nvmlInit()
+        _nvml_state["handle"] = _resolve_nvml_handle(pynvml, device)
+    except Exception as e:
+        log.debug("aimdo-viz: pynvml init failed: %s", e)
+    return _nvml_state["handle"]
+
+def _nvml_mem_info(device):
+    # On Windows WDDM, cudaMemGetInfo reports per-process memory, hiding other
+    # processes' VRAM. NVML is always device-wide.
+    h = _nvml_handle(device)
+    if h is None:
+        return None
+    try:
+        import pynvml
+        info = pynvml.nvmlDeviceGetMemoryInfo(h)
+        return info.free, info.total
+    except Exception as e:
+        log.debug("aimdo-viz: nvmlDeviceGetMemoryInfo failed: %s", e)
+        return None
+
+def _nvml_power_limit(device):
+    if _nvml_state["power_limit"] is not None:
+        return _nvml_state["power_limit"]
+    h = _nvml_handle(device)
+    if h is None:
+        return None
+    try:
+        import pynvml
+        _nvml_state["power_limit"] = pynvml.nvmlDeviceGetPowerManagementLimit(h)
+        return _nvml_state["power_limit"]
+    except Exception as e:
+        log.debug("aimdo-viz: nvmlDeviceGetPowerManagementLimit failed: %s", e)
+        return None
+
+def _get_lock():
+    # Stored on comfy.model_management so the same lock survives hot reloads.
+    mm = comfy.model_management
+    if not hasattr(mm, '_viz_model_lock'):
+        mm._viz_model_lock = asyncio.Lock()
+    return mm._viz_model_lock
+
+# cached; CPU model doesn't change at runtime.
+_cpu_name_cache = {"tried": False, "name": None}
+
+def _get_cpu_name():
+    if _cpu_name_cache["tried"]:
+        return _cpu_name_cache["name"]
+    _cpu_name_cache["tried"] = True
+    try:
+        sys_name = platform.system()
+        if sys_name == "Windows":
+            import winreg
+            with winreg.OpenKey(winreg.HKEY_LOCAL_MACHINE, r"HARDWARE\DESCRIPTION\System\CentralProcessor\0") as key:
+                name, _ = winreg.QueryValueEx(key, "ProcessorNameString")
+                _cpu_name_cache["name"] = name.strip()
+        elif sys_name == "Darwin":
+            _cpu_name_cache["name"] = subprocess.check_output(
+                ["sysctl", "-n", "machdep.cpu.brand_string"], timeout=2
+            ).decode().strip()
+        elif sys_name == "Linux":
+            with open("/proc/cpuinfo") as f:
+                for line in f:
+                    if "model name" in line:
+                        _cpu_name_cache["name"] = line.split(":", 1)[1].strip()
+                        break
+    except Exception as e:
+        log.debug("aimdo-viz: cpu name lookup failed: %s", e)
+    return _cpu_name_cache["name"]
+
+# Fixed drives + volume labels are static for the session — enumerate once and cache.
+# Sleepy/external drives could make GetVolumeInformationW block, so do it lazily off
+# the polling path (first time a client asks for the list).
+_disks_cache = {"tried": False, "list": []}
+
+def _get_volume_label(mountpoint):
+    try:
+        if platform.system() != "Windows":
+            return None
+        buf = ctypes.create_unicode_buffer(256)
+        fs = ctypes.create_unicode_buffer(256)
+        ok = ctypes.windll.kernel32.GetVolumeInformationW(
+            ctypes.c_wchar_p(mountpoint), buf, 256, None, None, None, fs, 256)
+        if ok:
+            return buf.value or None
+    except Exception as e:
+        log.debug("aimdo-viz: GetVolumeInformationW failed for %s: %s", mountpoint, e)
+    return None
+
+def _get_disk_partitions():
+    if _disks_cache["tried"]:
+        return _disks_cache["list"]
+    _disks_cache["tried"] = True
+    try:
+        # all=False filters CD-ROM, removable, and network on Windows
+        parts = []
+        for p in psutil.disk_partitions(all=False):
+            parts.append({"mountpoint": p.mountpoint, "label": _get_volume_label(p.mountpoint)})
+        _disks_cache["list"] = parts
+    except Exception as e:
+        log.debug("aimdo-viz: disk_partitions failed: %s", e)
+    return _disks_cache["list"]
+
+
+# Windows reads true pagefile.sys usage via NtQuerySystemInformation
+# falls back to psutil on non-Windows or on any failure.
+_pagefile_state = {"tried": False, "query": None}
+
+def _build_win_pagefile_query():
+    from ctypes import wintypes
+
+    class UNICODE_STRING(ctypes.Structure):
+        _fields_ = [("Length", wintypes.USHORT),
+                    ("MaximumLength", wintypes.USHORT),
+                    ("Buffer", wintypes.LPWSTR)]
+
+    class SYSTEM_PAGEFILE_INFORMATION(ctypes.Structure):
+        _fields_ = [("NextEntryOffset", wintypes.ULONG),
+                    ("TotalSize", wintypes.ULONG),
+                    ("TotalInUse", wintypes.ULONG),
+                    ("PeakUsage", wintypes.ULONG),
+                    ("PageFileName", UNICODE_STRING)]
+
+    class SYSTEM_INFO(ctypes.Structure):
+        _fields_ = [("wProcessorArchitecture", wintypes.WORD),
+                    ("wReserved", wintypes.WORD),
+                    ("dwPageSize", wintypes.DWORD),
+                    ("lpMinimumApplicationAddress", ctypes.c_void_p),
+                    ("lpMaximumApplicationAddress", ctypes.c_void_p),
+                    ("dwActiveProcessorMask", ctypes.POINTER(wintypes.DWORD)),
+                    ("dwNumberOfProcessors", wintypes.DWORD),
+                    ("dwProcessorType", wintypes.DWORD),
+                    ("dwAllocationGranularity", wintypes.DWORD),
+                    ("wProcessorLevel", wintypes.WORD),
+                    ("wProcessorRevision", wintypes.WORD)]
+
+    SystemPageFileInformation = 18
+    ntdll = ctypes.WinDLL("ntdll")
+    ntdll.NtQuerySystemInformation.restype = wintypes.LONG
+    si = SYSTEM_INFO()
+    ctypes.windll.kernel32.GetSystemInfo(ctypes.byref(si))
+    page = si.dwPageSize
+    buf = ctypes.create_string_buffer(8192)
+    ret = wintypes.ULONG(0)
+
+    def query():
+        status = ntdll.NtQuerySystemInformation(SystemPageFileInformation, buf, len(buf), ctypes.byref(ret))
+        if status < 0 or ret.value == 0:
+            return 0, 0
+        total = used = 0
+        off = 0
+        while True:
+            info = SYSTEM_PAGEFILE_INFORMATION.from_buffer(buf, off)
+            total += info.TotalSize
+            used += info.TotalInUse
+            if info.NextEntryOffset == 0:
+                break
+            off += info.NextEntryOffset
+        return total * page, used * page
+
+    return query
+
+def _pagefile_usage():
+    """(total_bytes, used_bytes) of system pagefiles — true on-disk usage."""
+    if platform.system() == "Windows":
+        st = _pagefile_state
+        if not st["tried"]:
+            st["tried"] = True
+            try:
+                st["query"] = _build_win_pagefile_query()
+            except Exception as e:
+                log.debug("aimdo-viz: pagefile query init failed: %s", e)
+        if st["query"] is not None:
+            try:
+                return st["query"]()
+            except Exception as e:
+                log.debug("aimdo-viz: pagefile query failed: %s", e)
+    try:
+        sw = psutil.swap_memory()
+        return sw.total, sw.used
+    except Exception:
+        return 0, 0
+
+
+# Hard page faults — faults that hit disk, i.e. memory paged back in. A rising
+# rate is the thrashing signal. Windows reads SYSTEM_PERFORMANCE_INFORMATION;
+# Linux reads /proc/vmstat pgmajfault. Returns a monotonic count; the client
+# differentiates it into faults/sec.
+_hardfault_state = {"tried": False, "query": None}
+
+def _build_win_hardfault_query():
+    from ctypes import wintypes
+
+    class PERF_PREFIX(ctypes.Structure):
+        _fields_ = [("IdleProcessTime", ctypes.c_longlong),
+                    ("IoReadTransferCount", ctypes.c_longlong),
+                    ("IoWriteTransferCount", ctypes.c_longlong),
+                    ("IoOtherTransferCount", ctypes.c_longlong),
+                    ("IoReadOperationCount", wintypes.ULONG),
+                    ("IoWriteOperationCount", wintypes.ULONG),
+                    ("IoOtherOperationCount", wintypes.ULONG),
+                    ("AvailablePages", wintypes.ULONG),
+                    ("CommittedPages", wintypes.ULONG),
+                    ("CommitLimit", wintypes.ULONG),
+                    ("PeakCommitment", wintypes.ULONG),
+                    ("PageFaultCount", wintypes.ULONG),
+                    ("CopyOnWriteCount", wintypes.ULONG),
+                    ("TransitionCount", wintypes.ULONG),
+                    ("CacheTransitionCount", wintypes.ULONG),
+                    ("DemandZeroCount", wintypes.ULONG),
+                    ("PageReadCount", wintypes.ULONG),
+                    ("PageReadIoCount", wintypes.ULONG)]
+
+    SystemPerformanceInformation = 2
+    ntdll = ctypes.WinDLL("ntdll")
+    ntdll.NtQuerySystemInformation.restype = wintypes.LONG
+    buf = ctypes.create_string_buffer(8192)
+    ret = wintypes.ULONG(0)
+
+    def query():
+        status = ntdll.NtQuerySystemInformation(SystemPerformanceInformation, buf, len(buf), ctypes.byref(ret))
+        if status < 0 or ret.value < ctypes.sizeof(PERF_PREFIX):
+            return None
+        return PERF_PREFIX.from_buffer(buf).PageReadIoCount
+
+    return query
+
+def _hard_fault_count():
+    """Monotonic count of hard/major page faults, or None if unavailable."""
+    sysname = platform.system()
+    if sysname == "Windows":
+        st = _hardfault_state
+        if not st["tried"]:
+            st["tried"] = True
+            try:
+                st["query"] = _build_win_hardfault_query()
+            except Exception as e:
+                log.debug("aimdo-viz: hardfault query init failed: %s", e)
+        if st["query"] is not None:
+            try:
+                return st["query"]()
+            except Exception as e:
+                log.debug("aimdo-viz: hardfault query failed: %s", e)
+        return None
+    if sysname == "Linux":
+        try:
+            with open("/proc/vmstat") as f:
+                for line in f:
+                    if line.startswith("pgmajfault "):
+                        return int(line.split()[1])
+        except Exception as e:
+            log.debug("aimdo-viz: /proc/vmstat read failed: %s", e)
+    return None
+
+
+def _vbar_residency(vbar, used_pages):
+    """Per-page residency flags for the used range only. vbar.get_residency()
+    builds a Python list over the whole ~10x-overallocated VBAR every poll
+    (hundreds of us for large models); we run the same native fill but convert
+    only the used slice. Falls back to the full read on any binding mismatch."""
+    try:
+        lib = comfy_aimdo.control.lib
+        nr = vbar.get_nr_pages()
+        buf = (ctypes.c_uint8 * nr)()
+        lib.vbar_get_residency(vbar._devctx, vbar._ptr, buf, nr)
+        return buf[:max(0, min(used_pages, nr))]
+    except Exception as e:
+        log.debug("aimdo-viz: bounded residency read failed, using full: %s", e)
+        try:
+            return vbar.get_residency()[:used_pages]
+        except Exception:
+            return []
+
+
+def _detect_model_type(model_obj):
+    """Classify a loaded model into a ComfyUI slot type so the UI can color it
+    consistently with node connection colors. Returns None when nothing matches
+    so the UI falls back to the default text color rather than mislabeling."""
+    try:
+        if isinstance(model_obj, comfy.model_base.BaseModel):
+            return "model"
+    except Exception:
+        pass
+    cls = model_obj.__class__
+    name = cls.__name__.lower()
+    module = (cls.__module__ or "").lower()
+    # order matters: clip_vision before clip, style_model before model substring matches.
+    if "clipvision" in name or "clip_vision" in name or "clip_vision" in module:
+        return "clip_vision"
+    if "controlnet" in name or "t2iadapter" in name or "controlnet" in module:
+        return "controlnet"
+    if "stylemodel" in name or "style_model" in name:
+        return "style_model"
+    if "gligen" in name:
+        return "gligen"
+    if "vae" in name or "autoencod" in name or module.endswith(".vae"):
+        return "vae"
+    if "clip" in name or "t5" in name or "textencoder" in name or "text_encoders" in module:
+        return "clip"
+    if "esrgan" in name or "upscal" in name or "rrdb" in name or "spandrel" in module:
+        return "upscale_model"
+    return None
+routes = server.PromptServer.instance.routes
+
+@routes.get("/aimdo/vram")
+async def aimdo_vram_status(request):
+    device = comfy.model_management.get_torch_device()
+    if not torch.cuda.is_available() or device.type != "cuda":
+        return web.json_response({"enabled": False})
+
+    aimdo_active = getattr(comfy.memory_management, 'aimdo_enabled', False) and comfy_aimdo is not None
+
+    models = []
+    loaded_models = list(comfy.model_management.current_loaded_models)
+    for model_idx, lm in enumerate(loaded_models):
+        patcher = lm.model
+        if patcher is None:
+            continue
+
+        model_obj = patcher.model
+        if model_obj is None:
+            continue
+
+        name = model_obj.__class__.__name__
+        is_dynamic = patcher.is_dynamic()
+        total_size = patcher.model_size()
+        loaded = patcher.loaded_size()
+
+        # RAM side: pinned host memory used for fast transfers, plus
+        # non-pinned loaded host memory when the patcher exposes it.
+        pinned_ram = 0
+        try:
+            if hasattr(patcher, 'pinned_memory_size'):
+                pinned_ram = patcher.pinned_memory_size()
+        except Exception as e:
+            log.debug("aimdo-viz: pinned_memory_size failed: %s", e)
+        loaded_ram = 0
+        try:
+            if hasattr(patcher, 'loaded_ram_size'):
+                loaded_ram = max(0, patcher.loaded_ram_size() - pinned_ram)
+        except Exception as e:
+            log.debug("aimdo-viz: loaded_ram_size failed: %s", e)
+
+        # VBAR state per device (aimdo only)
+        vbars = []
+        vbar_loaded_total = 0
+
+        if aimdo_active and is_dynamic and hasattr(model_obj, "dynamic_vbars"):
+            for dev, vbar in model_obj.dynamic_vbars.items():
+                try:
+                    loaded_bytes = vbar.loaded_size()
+                    vbar_loaded_total += loaded_bytes
+                    page_size = getattr(vbar, 'page_size', 32 * 1024 * 1024)
+                    vbar_offset = getattr(vbar, 'offset', 0)
+                    if vbar_offset > 0:
+                        used_pages = (vbar_offset + page_size - 1) // page_size
+                    else:
+                        used_pages = (total_size + page_size - 1) // page_size
+                    vbars.append({
+                        "device": str(dev),
+                        "loaded": loaded_bytes,
+                        "watermark": vbar.get_watermark(),
+                        "residency": _vbar_residency(vbar, used_pages),
+                    })
+                except Exception as e:
+                    log.warning("aimdo-viz: VBAR query failed: %s", e)
+
+        entry = {
+            "index": model_idx,
+            "name": name,
+            "type": _detect_model_type(model_obj),
+            "total_size": total_size,
+            "loaded_size": loaded,
+            "vbar_loaded": vbar_loaded_total,
+            "ram_size": max(0, total_size - vbar_loaded_total),
+            "pinned_ram": pinned_ram,
+            "loaded_ram": loaded_ram,
+            "dynamic": is_dynamic,
+            "vbars": vbars,
+        }
+
+        models.append(entry)
+
+    has_dynamic = any(m.get("dynamic") for m in models)
+    aimdo_usage = comfy_aimdo.control.get_total_vram_usage() if aimdo_active and has_dynamic else 0
+
+    # prefer NVML (device-wide on every driver model) and fall back to cudaMemGetInfo
+    # — the latter under-reports on Windows WDDM by hiding other processes' VRAM.
+    _mem = _nvml_mem_info(device)
+    if _mem is not None:
+        free_cuda, total_vram = _mem
+    else:
+        free_cuda, total_vram = torch.cuda.mem_get_info(device)
+
+    try:
+        gpu_util = torch.cuda.utilization(device)
+    except Exception:
+        gpu_util = None
+
+    try:
+        gpu_temp = torch.cuda.temperature(device)
+    except Exception:
+        gpu_temp = None
+
+    try:
+        gpu_power = torch.cuda.power_draw(device)  # mW
+    except Exception:
+        gpu_power = None
+    gpu_power_limit = _nvml_power_limit(device)  # mW
+
+    # ── AMD/ROCm 回退方案 ──
+    # 当 NVIDIA 专有 API 返回 None 时（AMD 显卡），尝试 rocm-smi
+    if _detect_amd_gpu() and (gpu_util is None or gpu_temp is None):
+        amd_util, amd_temp, amd_power = _query_amd_gpu()
+        if gpu_util is None and amd_util is not None:
+            gpu_util = amd_util
+        if gpu_temp is None and amd_temp is not None:
+            gpu_temp = amd_temp
+        if gpu_power is None and amd_power is not None:
+            gpu_power = amd_power
+
+    gpu_name = _nvml_state["gpu_name"]
+    if gpu_name is None:
+        h = _nvml_handle(device)
+        if h is not None:
+            try:
+                import pynvml
+                name = pynvml.nvmlDeviceGetName(h)
+                gpu_name = _nvml_state["gpu_name"] = name.decode() if isinstance(name, bytes) else name
+            except Exception as e:
+                log.debug("aimdo-viz: nvmlDeviceGetName failed: %s", e)
+        if gpu_name is None:
+            try:
+                gpu_name = _nvml_state["gpu_name"] = torch.cuda.get_device_name(device)
+            except Exception:
+                pass
+    # AMD 回退：torch.cuda.get_device_name 在 ROCm 下可用
+    if gpu_name is None and _amd_state.get("gpu_name"):
+        gpu_name = _amd_state["gpu_name"]
+
+    # non-blocking; first call after process start returns 0, subsequent calls are real
+    try:
+        cpu_util = psutil.cpu_percent(interval=None)
+    except Exception:
+        cpu_util = None
+
+    # pytorch internal stats
+    stats = torch.cuda.memory_stats(device)
+    torch_active = stats.get('active_bytes.all.current', 0)
+    torch_reserved = stats.get('reserved_bytes.all.current', 0)
+
+    ram = psutil.virtual_memory()
+    proc = psutil.Process()
+
+    process_ram = proc.memory_info().rss
+    swap_total = swap_used = 0
+    if request.query.get("pagefile") == "1":
+        swap_total, swap_used = _pagefile_usage()
+
+    hard_faults = None
+    if request.query.get("faults") == "1":
+        hard_faults = _hard_fault_count()
+
+    disk_read = disk_write = None
+    if request.query.get("disk") == "1":
+        try:
+            d = psutil.disk_io_counters()
+            if d is not None:
+                disk_read, disk_write = d.read_bytes, d.write_bytes
+        except Exception:
+            pass
+
+    # client opts in by sending list_disks=1; backend skips entirely when absent.
+    disks_list = None
+    if request.query.get("list_disks") == "1":
+        disks_list = []
+        for p in _get_disk_partitions():
+            entry = {"mountpoint": p["mountpoint"], "label": p["label"], "total": None, "free": None}
+            try:
+                du = psutil.disk_usage(p["mountpoint"])
+                entry["total"] = du.total
+                entry["free"] = du.free
+            except Exception as e:
+                log.debug("aimdo-viz: disk_usage(%s) failed: %s", p["mountpoint"], e)
+            disks_list.append(entry)
+
+    total_pinned = sum(m.get("pinned_ram", 0) for m in models)
+    total_loaded_ram = sum(m.get("loaded_ram", 0) for m in models)
+
+    return web.json_response({
+        "enabled": True,
+        "aimdo_active": aimdo_active,
+        "total_vram": total_vram,
+        "free_vram": free_cuda,
+        "gpu_util": gpu_util,
+        "gpu_temp": gpu_temp,
+        "gpu_power": gpu_power,
+        "gpu_power_limit": gpu_power_limit,
+        "gpu_name": gpu_name,
+        "cpu_util": cpu_util,
+        "cpu_name": _get_cpu_name(),
+        "aimdo_usage": aimdo_usage,
+        "torch_active": torch_active,
+        "torch_reserved": torch_reserved,
+        "total_ram": ram.total,
+        "used_ram": ram.used,
+        "total_swap": swap_total,
+        "used_swap": swap_used,
+        "hard_faults": hard_faults,
+        "disk_read": disk_read,
+        "disk_write": disk_write,
+        "disks": disks_list,
+        "process_ram": process_ram,
+        "pinned_ram": total_pinned,
+        "loaded_ram": total_loaded_ram,
+        "models": models,
+    })
+
+@routes.post("/aimdo/unload_all")
+async def aimdo_unload_all(request):
+    if _is_executing():
+        return web.json_response({"error": "cannot unload during execution"}, status=409)
+    async with _get_lock():
+        await asyncio.get_running_loop().run_in_executor(None, comfy.model_management.unload_all_models)
+    return web.json_response({"status": "ok"})
+
+
+def _is_executing():
+    return bool(server.PromptServer.instance.prompt_queue.currently_running)
+
+def _get_model_idx(data):
+    idx = data.get("index")
+    if not isinstance(idx, int) or isinstance(idx, bool):
+        return None, web.json_response({"error": "missing or invalid index"}, status=400)
+    models = comfy.model_management.current_loaded_models
+    if idx < 0 or idx >= len(models):
+        return None, web.json_response({"error": "index out of range"}, status=400)
+    return idx, None
+
+@routes.post("/aimdo/reset_watermark")
+async def aimdo_reset_watermark(request):
+    idx, err = _get_model_idx(await request.json())
+    if err:
+        return err
+    async with _get_lock():
+        torch.cuda.empty_cache()
+        models = comfy.model_management.current_loaded_models
+        if idx >= len(models):
+            return web.json_response({"error": "model no longer at index"}, status=409)
+        patcher = models[idx].model
+        if patcher is not None and hasattr(patcher, '_vbar_get'):
+            vbar = patcher._vbar_get()
+            if vbar is not None:
+                vbar.prioritize()
+    return web.json_response({"status": "ok"})
+
+@routes.post("/aimdo/unload_model")
+async def aimdo_unload_model(request):
+    if _is_executing():
+        return web.json_response({"error": "cannot unload during execution"}, status=409)
+    idx, err = _get_model_idx(await request.json())
+    if err:
+        return err
+    async with _get_lock():
+        models = comfy.model_management.current_loaded_models
+        if idx >= len(models):
+            return web.json_response({"error": "model no longer at index"}, status=409)
+        models[idx].model_unload()
+        models.pop(idx)
+        comfy.model_management.soft_empty_cache()
+    return web.json_response({"status": "ok"})
+
+
+# ============================================================
+# XB_MemoryVisualization — 显存内存观察节点
+# ============================================================
+class XB_MemoryVisualization:
+    """显存内存实时监控面板节点
+    
+    【重要说明】
+    监控面板会在 ComfyUI 启动时自动加载到界面右下角，无需将此节点添加到工作流。
+    面板提供可拖拽的硬件监控窗口，功能包括：
+    - VRAM/内存使用率分段条形图
+    - GPU利用率/温度/功耗实时显示
+    - 磁盘I/O读写速率
+    - 页面文件使用情况
+    - CPU使用率
+    - 已加载模型列表及显存占用详情
+    - 历史VRAM使用量趋势图（面积图/柱状图/K线图/点阵图）
+    - 模型卸载、缓存清理快捷按钮
+    
+    此节点的作用：
+    - 作为工作流中的"锚点"，方便快速定位监控面板
+    - 可通过右键菜单 → "字号"调节面板字体大小
+    - 可通过右键菜单 → "缩放"调节面板整体缩放
+    - 执行此节点不会影响工作流，仅作为标记使用
+    """
+    
+    @classmethod
+    def INPUT_TYPES(s):
+        return {
+            "required": {},
+            "optional": {
+                "any_input": ("*", {
+                    "tooltip": "可选任意输入——面板启动时自动显示，此输入仅用于触发节点执行"
+                }),
+            }
+        }
+    
+    RETURN_TYPES = ()
+    FUNCTION = "show_panel"
+    CATEGORY = "XB_ToolBox/Dashboard"
+    OUTPUT_NODE = True
+    DESCRIPTION = "实时显存内存监控面板——启动时自动显示在界面右下角，可拖拽/缩放/调节字号。右键面板查看更多选项。"
+    
+    def show_panel(self, any_input=None, **kwargs):
+        import torch
+        if torch.cuda.is_available():
+            free, total = torch.cuda.mem_get_info()
+            free_gb = free / (1024**3)
+            total_gb = total / (1024**3)
+            used_gb = total_gb - free_gb
+            print(f"[XB 硬件监控] GPU显存: {used_gb:.1f}GB / {total_gb:.1f}GB (空闲 {free_gb:.1f}GB)")
+        else:
+            print("[XB 硬件监控] 未检测到CUDA GPU，面板仅显示CPU/内存信息")
+        return ()
+
+
+NODE_CLASS_MAPPINGS["XB_MemoryVisualization"] = XB_MemoryVisualization
+NODE_DISPLAY_NAME_MAPPINGS["XB_MemoryVisualization"] = "XB 📊 硬件监控面板 (Memory Visualization)"
diff --git a/requirements.txt b/requirements.txt
index 94e2d81..cdcd2fb 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -16,6 +16,12 @@ easyocr                               # OCR 文字识别 (漫画工具)
 onnxruntime>=1.18.0                     # ONNX 推理 (人像分割 + CosyVoice3)
 imageio-ffmpeg                        # FFmpeg 回退 (视频服务器)
 
+# ── 硬件监控面板依赖 (Memory Visualization) ──
+psutil                                # CPU/内存/磁盘系统信息
+pythonnet                             # .NET 桥接 (LibreHardwareMonitor GPU 监控)
+# LibreHardwareMonitorLib.dll 已内置在工具箱目录中，无需额外下载
+# NVIDIA GPU: 可选安装 nvidia-ml-py 以获得更精准的显存数据
+
 # ── Llama 节点依赖 (LLM/VLM 本地推理) ──
 diskcache                             # 磁盘缓存
 gguf                                  # GGUF 模型格式解析