bump version

feat: copus content add rating (#1962 )
Co-authored-by: john <john@server31.io>
2025-07-02 12:33:16 +09:00 · 2025-07-02 12:32:17 +09:00 · 2025-07-02 12:02:20 +09:00 · 2025-07-02 08:57:41 +09:00 · 2025-07-01 12:18:14 +09:00 · 2025-07-01 08:57:40 +09:00
84 changed files with 92958 additions and 14270 deletions
--- a/.github/workflows/publish.yml
+++ b/.github/workflows/publish.yml
@@ -3,19 +3,23 @@ on:
  workflow_dispatch:
  push:
    branches:
-      - main
+      - main-blocked
    paths:
      - "pyproject.toml"

+permissions:
+  issues: write
+
 jobs:
  publish-node:
    name: Publish Custom Node to registry
    runs-on: ubuntu-latest
+    if: ${{ github.repository_owner == 'ltdrdata' }}
    steps:
      - name: Check out code
        uses: actions/checkout@v4
      - name: Publish Custom Node
-        uses: Comfy-Org/publish-node-action@main
+        uses: Comfy-Org/publish-node-action@v1
        with:
          ## Add your own personal access token to your Github Repository secrets and reference it here.
-          personal_access_token: ${{ secrets.REGISTRY_ACCESS_TOKEN }}
+          personal_access_token: ${{ secrets.REGISTRY_ACCESS_TOKEN }}
--- a/.github/workflows/ruff.yml
+++ b/.github/workflows/ruff.yml
@@ -0,0 +1,23 @@
+name: Python Linting
+
+on: [push, pull_request]
+
+jobs:
+  ruff:
+    name: Run Ruff
+    runs-on: ubuntu-latest
+
+    steps:
+    - name: Checkout repository
+      uses: actions/checkout@v4
+
+    - name: Set up Python
+      uses: actions/setup-python@v2
+      with:
+        python-version: 3.x
+
+    - name: Install Ruff
+      run: pip install ruff
+
+    - name: Run Ruff
+      run: ruff check .
--- a/.gitignore
+++ b/.gitignore
@@ -1,6 +1,8 @@
 __pycache__/
 .idea/
 .vscode/
+.history/
+*.code-workspace
 .tmp
 .cache
 config.ini
@@ -15,3 +17,4 @@ github-stats-cache.json
 pip_overrides.json
 *.json
 check2.sh
+/venv/
--- a/README.md
+++ b/README.md
@@ -2,15 +2,13 @@

 **ComfyUI-Manager** is an extension designed to enhance the usability of [ComfyUI](https://github.com/comfyanonymous/ComfyUI). It offers management functions to **install, remove, disable, and enable** various custom nodes of ComfyUI. Furthermore, this extension provides a hub feature and convenience functions to access a wide range of information within ComfyUI.

-![menu](misc/menu.jpg)
+![menu](https://raw.githubusercontent.com/ltdrdata/ComfyUI-extension-tutorials/refs/heads/Main/ComfyUI-Manager/images/dialog.jpg)

 ## NOTICE
-* V2.48.1: Security policy has been changed. Downloads of models in the list are allowed under the 'normal' security level.
-* V2.47: Security policy has been changed. The former 'normal' is now 'normal-', and 'normal' no longer allows high-risk features, even if your ComfyUI is local.
-* V2.37 Show a ✅ mark to accounts that have been active on GitHub for more than six months.
-* V2.33 Security policy is applied.
-* V2.21 [cm-cli](docs/en/cm-cli.md) tool is added.
-* V2.18 to V2.18.3 is not functioning due to a severe bug. Users on these versions are advised to promptly update to V2.18.4. Please navigate to the `ComfyUI/custom_nodes/ComfyUI-Manager` directory and execute `git pull` to update.
+* V3.16: Support for `uv` has been added. Set `use_uv` in `config.ini`.
+* V3.10: `double-click feature` is removed
+  * This feature has been moved to https://github.com/ltdrdata/comfyui-connection-helper
+* V3.3.2: Overhauled. Officially supports [https://registry.comfy.org/](https://registry.comfy.org/).
 * You can see whole nodes info on [ComfyUI Nodes Info](https://ltdrdata.github.io/) page.

 ## Installation
@@ -20,7 +18,7 @@
 To install ComfyUI-Manager in addition to an existing installation of ComfyUI, you can follow the following steps:

 1. goto `ComfyUI/custom_nodes` dir in terminal(cmd)
-2. `git clone https://github.com/ltdrdata/ComfyUI-Manager.git`
+2. `git clone https://github.com/ltdrdata/ComfyUI-Manager comfyui-manager`
 3. Restart ComfyUI


@@ -30,9 +28,10 @@ To install ComfyUI-Manager in addition to an existing installation of ComfyUI, y
 - standalone version  
 - select option: use windows default console window
 2. Download [scripts/install-manager-for-portable-version.bat](https://github.com/ltdrdata/ComfyUI-Manager/raw/main/scripts/install-manager-for-portable-version.bat) into installed `"ComfyUI_windows_portable"` directory
+- Don't click. Right click the link and use save as...
 3. double click `install-manager-for-portable-version.bat` batch file

-![portable-install](misc/portable-install.png)
+![portable-install](https://raw.githubusercontent.com/ltdrdata/ComfyUI-extension-tutorials/Main/ComfyUI-Manager/images/portable-install.jpg)


 ### Installation[method3] (Installation through comfy-cli: install ComfyUI and ComfyUI-Manager at once.)  
@@ -55,6 +54,7 @@ python -m venv venv
 pip install comfy-cli
 comfy install
 ```
+* See also: https://github.com/Comfy-Org/comfy-cli


 ### Installation[method4] (Installation for linux+venv: ComfyUI + ComfyUI-Manager)
@@ -63,20 +63,19 @@ To install ComfyUI with ComfyUI-Manager on Linux using a venv environment, you c
 * **prerequisite: python-is-python3, python3-venv, git**

 1. Download [scripts/install-comfyui-venv-linux.sh](https://github.com/ltdrdata/ComfyUI-Manager/raw/main/scripts/install-comfyui-venv-linux.sh) into empty install directory
+- Don't click. Right click the link and use save as...
 - ComfyUI will be installed in the subdirectory of the specified directory, and the directory will contain the generated executable script.
 2. `chmod +x install-comfyui-venv-linux.sh`
 3. `./install-comfyui-venv-linux.sh`

 ### Installation Precautions
-* **DO**: `ComfyUI-Manager` files must be accurately located in the path `ComfyUI/custom_nodes/ComfyUI-Manager`
+* **DO**: `ComfyUI-Manager` files must be accurately located in the path `ComfyUI/custom_nodes/comfyui-manager`
  * Installing in a compressed file format is not recommended.
 * **DON'T**: Decompress directly into the `ComfyUI/custom_nodes` location, resulting in the Manager contents like `__init__.py` being placed directly in that directory.
  * You have to remove all ComfyUI-Manager files from `ComfyUI/custom_nodes`
 * **DON'T**: In a form where decompression occurs in a path such as `ComfyUI/custom_nodes/ComfyUI-Manager/ComfyUI-Manager`.
-  * You have to move `ComfyUI/custom_nodes/ComfyUI-Manager/ComfyUI-Manager` to `ComfyUI/custom_nodes/ComfyUI-Manager`
 * **DON'T**: In a form where decompression occurs in a path such as `ComfyUI/custom_nodes/ComfyUI-Manager-main`.
-  * In such cases, `ComfyUI-Manager` may operate, but it won't be recognized within `ComfyUI-Manager`, and updates cannot be performed. It also poses the risk of duplicate installations.
-  * You have to rename `ComfyUI/custom_nodes/ComfyUI-Manager-main` to `ComfyUI/custom_nodes/ComfyUI-Manager`
+  * In such cases, `ComfyUI-Manager` may operate, but it won't be recognized within `ComfyUI-Manager`, and updates cannot be performed. It also poses the risk of duplicate installations. Remove it and install properly via `git clone` method.


 You can execute ComfyUI by running either `./run_gpu.sh` or `./run_cpu.sh` depending on your system configuration.
@@ -87,42 +86,17 @@ This repository provides Colab notebooks that allow you to install and use Comfy
 * Support for basic installation of ComfyUI-Manager
 * Support for automatically installing dependencies of custom nodes upon restarting Colab notebooks.

-## Changes
-* **2.38** `Install Custom Nodes` menu is changed to `Custom Nodes Manager`.
-* **2.21** [cm-cli](docs/en/cm-cli.md) tool is added.
-* **2.4** Copy the connections of the nearest node by double-clicking.
-* **2.2.3** Support Components System
-* **0.29** Add `Update all` feature
-* **0.25** support db channel
-  * You can directly modify the db channel settings in the `config.ini` file.
-  * If you want to maintain a new DB channel, please modify the `channels.list` and submit a PR.
-* **0.23** support multiple selection
-* **0.18.1** `skip update check` feature added.
-  * A feature that allows quickly opening windows in environments where update checks take a long time.
-* **0.17.1** Bug fix for the issue where enable/disable of the web extension was not working. Compatibility patch for StableSwarmUI.
-  * Requires latest version of ComfyUI (Revision: 1240)
-* **0.17** Support preview method setting feature.
-* **0.14** Support robust update.
-* **0.13** Support additional 'pip' section for install spec.
-* **0.12** Better installation support for Windows.
-* **0.9** Support keyword search in installer menu.
-* **V0.7.1** Bug fix for the issue where updates were not being applied on Windows.
-  * **For those who have been using versions 0.6, please perform a manual git pull in the custom_nodes/ComfyUI-Manager directory.**
-* **V0.7** To address the issue of a slow list refresh, separate the fetch update and update check processes.
-* **V0.6** Support extension installation for missing nodes.
-* **V0.5** Removed external git program dependencies.
-

 ## How To Use

 1. Click "Manager" button on main menu

-    ![mainmenu](misc/main.jpg)
+    ![mainmenu](https://raw.githubusercontent.com/ltdrdata/ComfyUI-extension-tutorials/Main/ComfyUI-Manager/images/topbar.jpg)


 2. If you click on 'Install Custom Nodes' or 'Install Models', an installer dialog will open.

-    ![menu](misc/menu.jpg)
+    ![menu](https://raw.githubusercontent.com/ltdrdata/ComfyUI-extension-tutorials/refs/heads/Main/ComfyUI-Manager/images/dialog.jpg)

    * There are three DB modes: `DB: Channel (1day cache)`, `DB: Local`, and `DB: Channel (remote)`. 
      * `Channel (1day cache)` utilizes Channel cache information with a validity period of one day to quickly display the list.
@@ -138,9 +112,9 @@ This repository provides Colab notebooks that allow you to install and use Comfy

 3. Click 'Install' or 'Try Install' button.

-    ![node-install-dialog](misc/custom-nodes.jpg)
+    ![node-install-dialog](https://raw.githubusercontent.com/ltdrdata/ComfyUI-extension-tutorials/Main/ComfyUI-Manager/images/custom-nodes.jpg)

-    ![model-install-dialog](misc/models.png)
+    ![model-install-dialog](https://raw.githubusercontent.com/ltdrdata/ComfyUI-extension-tutorials/Main/ComfyUI-Manager/images/models.jpg)

    * Installed: This item is already installed.
    * Install: Clicking this button will install the item.
@@ -150,39 +124,56 @@ This repository provides Colab notebooks that allow you to install and use Comfy
      * Channel settings have a broad impact, affecting not only the node list but also all functions like "Update all."
    * Conflicted Nodes with a yellow background show a list of nodes conflicting with other extensions in the respective extension. This issue needs to be addressed by the developer, and users should be aware that due to these conflicts, some nodes may not function correctly and may need to be installed accordingly.

-4. If you set the `Badge:` item in the menu as `Badge: Nickname`, `Badge: Nickname (hide built-in)`, `Badge: #ID Nickname`, `Badge: #ID Nickname (hide built-in)` the information badge will be displayed on the node.
-    * When selecting (hide built-in), it hides the 🦊 icon, which signifies built-in nodes.
-      * Nodes without any indication on the badge are custom nodes that Manager cannot recognize.
-    * `Badge: Nickname` displays the nickname of custom nodes, while `Badge: #ID Nickname` also includes the internal ID of the node.
-
-    ![model-install-dialog](misc/nickname.jpg)
-
-
-5. Share
-  ![menu](misc/main.jpg) ![share](misc/share.jpg) 
+4. Share
+  ![menu](https://raw.githubusercontent.com/ltdrdata/ComfyUI-extension-tutorials/Main/ComfyUI-Manager/images/topbar.jpg) ![share](https://raw.githubusercontent.com/ltdrdata/ComfyUI-extension-tutorials/Main/ComfyUI-Manager/images/share.jpg) 

  * You can share the workflow by clicking the Share button at the bottom of the main menu or selecting Share Output from the Context Menu of the Image node.
  * Currently, it supports sharing via [https://comfyworkflows.com/](https://comfyworkflows.com/),
    [https://openart.ai](https://openart.ai/workflows/dev), [https://youml.com](https://youml.com) 
    as well as through the Matrix channel.

-  ![menu](misc/share-setting.jpg)
+  ![menu](https://raw.githubusercontent.com/ltdrdata/ComfyUI-extension-tutorials/Main/ComfyUI-Manager/images/share-setting.jpg)
  
-  * Through the Share settings in the Manager menu, you can configure the behavior of the Share button in the Main menu or Share Ouput button on Context Menu.
+  * Through the Share settings in the Manager menu, you can configure the behavior of the Share button in the Main menu or Share Output button on Context Menu.
    * `None`: hide from Main menu
    * `All`: Show a dialog where the user can select a title for sharing.


+## Paths
+In `ComfyUI-Manager` V3.0 and later, configuration files and dynamically generated files are located under `<USER_DIRECTORY>/default/ComfyUI-Manager/`.
+
+* <USER_DIRECTORY>  
+  * If executed without any options, the path defaults to ComfyUI/user.  
+  * It can be set using --user-directory <USER_DIRECTORY>.  
+
+* Basic config files: `<USER_DIRECTORY>/default/ComfyUI-Manager/config.ini`
+* Configurable channel lists: `<USER_DIRECTORY>/default/ComfyUI-Manager/channels.ini`
+* Configurable pip overrides: `<USER_DIRECTORY>/default/ComfyUI-Manager/pip_overrides.json`
+* Configurable pip blacklist: `<USER_DIRECTORY>/default/ComfyUI-Manager/pip_blacklist.list`
+* Configurable pip auto fix: `<USER_DIRECTORY>/default/ComfyUI-Manager/pip_auto_fix.list`
+* Saved snapshot files: `<USER_DIRECTORY>/default/ComfyUI-Manager/snapshots`
+* Startup script files: `<USER_DIRECTORY>/default/ComfyUI-Manager/startup-scripts`
+* Component files: `<USER_DIRECTORY>/default/ComfyUI-Manager/components`
+
+
+## `extra_model_paths.yaml` Configuration
+The following settings are applied based on the section marked as `is_default`.
+
+* `custom_nodes`: Path for installing custom nodes
+    * Importing does not need to adhere to the path set as `is_default`, but this is the path where custom nodes are installed by the `ComfyUI Nodes Manager`.
+* `download_model_base`: Path for downloading models
+
+
 ## Snapshot-Manager
 * When you press `Save snapshot` or use `Update All` on `Manager Menu`, the current installation status snapshot is saved.
-  * Snapshot file dir: `ComfyUI-Manager/snapshots`
+  * Snapshot file dir: `<USER_DIRECTORY>/default/ComfyUI-Manager/snapshots`
  * You can rename snapshot file.
 * Press the "Restore" button to revert to the installation status of the respective snapshot.
  * However, for custom nodes not managed by Git, snapshot support is incomplete.
 * When you press `Restore`, it will take effect on the next ComfyUI startup.
-  * The selected snapshot file is saved in `ComfyUI-Manager/startup-scripts/restore-snapshot.json`, and upon restarting ComfyUI, the snapshot is applied and then deleted.
+  * The selected snapshot file is saved in `<USER_DIRECTORY>/default/ComfyUI-Manager/startup-scripts/restore-snapshot.json`, and upon restarting ComfyUI, the snapshot is applied and then deleted.

-![model-install-dialog](misc/snapshot.jpg)
+![model-install-dialog](https://raw.githubusercontent.com/ltdrdata/ComfyUI-extension-tutorials/Main/ComfyUI-Manager/images/snapshot.jpg)


 ## cm-cli: command line tools for power user
@@ -199,48 +190,18 @@ This repository provides Colab notebooks that allow you to install and use Comfy

 ## Custom node support guide

-* Currently, the system operates by cloning the git repository and sequentially installing the dependencies listed in requirements.txt using pip, followed by invoking the install.py script. In the future, we plan to discuss and determine the specifications for supporting custom nodes.
+* **NOTICE:**
+    - You should no longer assume that the GitHub repository name will match the subdirectory name under `custom_nodes`. The name of the subdirectory under `custom_nodes` will now use the normalized name from the `name` field in `pyproject.toml`.
+    - Avoid relying on directory names for imports whenever possible.

-* Please submit a pull request to update either the custom-node-list.json or model-list.json file.
+* https://docs.comfy.org/registry/overview
+* https://github.com/Comfy-Org/rfcs

-* The scanner currently provides a detection function for missing nodes, which is capable of detecting nodes described by the following two patterns.
-
-```
-NODE_CLASS_MAPPINGS = {
-    "ExecutionSwitch": ExecutionSwitch,
-    "ExecutionBlocker": ExecutionBlocker,
-    ...
-}
-
-NODE_CLASS_MAPPINGS.update({
-    "UniFormer-SemSegPreprocessor": Uniformer_SemSegPreprocessor,
-    "SemSegPreprocessor": Uniformer_SemSegPreprocessor,
-})
-```
-  * Or you can provide manually `node_list.json` file.
-
-* When you write a docstring in the header of the .py file for the Node as follows, it will be used for managing the database in the Manager.
-  * Currently, only the `nickname` is being used, but other parts will also be utilized in the future.
-  * The `nickname` will be the name displayed on the badge of the node.
-  * If there is no `nickname`, it will be truncated to 20 characters from the arbitrarily written title and used.
-```
-"""
-@author: Dr.Lt.Data
-@title: Impact Pack
-@nickname: Impact Pack
-@description: This extension offers various detector nodes and detailer nodes that allow you to configure a workflow that automatically enhances facial details. And provide iterative upscaler.
-"""
-```
-
-
-* **Special purpose files** (optional)
+**Special purpose files** (optional)
+  * `pyproject.toml` - Spec file for comfyregistry.
  * `node_list.json` - When your custom nodes pattern of NODE_CLASS_MAPPINGS is not conventional, it is used to manually provide a list of nodes for reference. ([example](https://github.com/melMass/comfy_mtb/raw/main/node_list.json))
  * `requirements.txt` - When installing, this pip requirements will be installed automatically 
  * `install.py` - When installing, it is automatically called
-  * `uninstall.py` - When uninstalling, it is automatically called
-  * `disable.py` - When disabled, it is automatically called
-    * When installing a custom node setup `.js` file, it is recommended to write this script for disabling.
-  * `enable.py` - When enabled, it is automatically called
  * **All scripts are executed from the root path of the corresponding custom node.**


@@ -259,12 +220,12 @@ NODE_CLASS_MAPPINGS.update({
    }
    ```
  * `<current timestamp>` Ensure that the timestamp is always unique.
-    * "components" should have the same structure as the content of the file stored in ComfyUI-Manager/components.
+    * "components" should have the same structure as the content of the file stored in `<USER_DIRECTORY>/default/ComfyUI-Manager/components`.
      * `<component name>`: The name should be in the format `<prefix>::<node name>`.
        * `<compnent nodeata>`: In the nodedata of the group node.
          * `<version>`: Only two formats are allowed: `major.minor.patch` or `major.minor`. (e.g. `1.0`, `2.2.1`)
          * `<datetime>`: Saved time
-          * `<packname>`: If the packname is not empty, the category becomes packname/workflow, and it is saved in the <packname>.pack file in ComfyUI-Manager/components.
+          * `<packname>`: If the packname is not empty, the category becomes packname/workflow, and it is saved in the <packname>.pack file in `<USER_DIRECTORY>/default/ComfyUI-Manager/components`.
          * `<category>`: If there is neither a category nor a packname, it is saved in the components category.
          ```
              "version":"1.0",
@@ -281,11 +242,37 @@ NODE_CLASS_MAPPINGS.update({

 ## Support of missing nodes installation

-![missing-menu](misc/missing-menu.jpg)
+![missing-menu](https://raw.githubusercontent.com/ltdrdata/ComfyUI-extension-tutorials/Main/ComfyUI-Manager/images/missing-menu.jpg)

 * When you click on the ```Install Missing Custom Nodes``` button in the menu, it displays a list of extension nodes that contain nodes not currently present in the workflow.

-![missing-list](misc/missing-list.jpg)
+![missing-list](https://raw.githubusercontent.com/ltdrdata/ComfyUI-extension-tutorials/Main/ComfyUI-Manager/images/missing-list.jpg)
+
+
+# Config
+* You can modify the `config.ini` file to apply the settings for ComfyUI-Manager.
+    * The path to the `config.ini` used by ComfyUI-Manager is displayed in the startup log messages.
+    * See also: [https://github.com/ltdrdata/ComfyUI-Manager#paths]
+* Configuration options:
+    ```
+    [default]
+    git_exe = <Manually specify the path to the git executable. If left empty, the default git executable path will be used.>
+    use_uv = <Use uv instead of pip for dependency installation.>
+    default_cache_as_channel_url = <Determines whether to retrieve the DB designated as channel_url at startup>
+    bypass_ssl = <Set to True if SSL errors occur to disable SSL.>
+    file_logging = <Configure whether to create a log file used by ComfyUI-Manager.>
+    windows_selector_event_loop_policy = <If an event loop error occurs on Windows, set this to True.>
+    model_download_by_agent = <When downloading models, use an agent instead of torchvision_download_url.>
+    downgrade_blacklist = <Set a list of packages to prevent downgrades. List them separated by commas.>
+    security_level = <Set the security level => strong|normal|normal-|weak>
+    always_lazy_install = <Whether to perform dependency installation on restart even in environments other than Windows.>
+    network_mode = <Set the network mode => public|private|offline>
+    ```
+
+    * network_mode:
+      - public: An environment that uses a typical public network.
+      - private: An environment that uses a closed network, where a private node DB is configured via `channel_url`. (Uses cache if available)
+      - offline: An environment that does not use any external connections when using an offline network. (Uses cache if available)


 ## Additional Feature
@@ -316,10 +303,41 @@ NODE_CLASS_MAPPINGS.update({
 * Custom pip mapping
  * When you create the `pip_overrides.json` file, it changes the installation of specific pip packages to installations defined by the user.
    * Please refer to the `pip_overrides.json.template` file.
-    
+
+* Prevent the installation of specific pip packages
+  * List the package names one per line in the `pip_blacklist.list` file.
+
+* Automatically Restoring pip Installation
+ * If you list pip spec requirements in `pip_auto_fix.list`, similar to `requirements.txt`, it will automatically restore the specified versions when starting ComfyUI or when versions get mismatched during various custom node installations.
+ * `--index-url` can be used.
+
 * Use `aria2` as downloader
  * [howto](docs/en/use_aria2.md)

+
+## Environment Variables
+
+The following features can be configured using environment variables:
+
+* **COMFYUI_PATH**: The installation path of ComfyUI
+* **GITHUB_ENDPOINT**: Reverse proxy configuration for environments with limited access to GitHub
+* **HF_ENDPOINT**: Reverse proxy configuration for environments with limited access to Hugging Face
+
+
+### Example 1:
+Redirecting `https://github.com/ltdrdata/ComfyUI-Impact-Pack` to `https://mirror.ghproxy.com/https://github.com/ltdrdata/ComfyUI-Impact-Pack`
+
+```
+GITHUB_ENDPOINT=https://mirror.ghproxy.com/https://github.com
+```
+
+#### Example 2:
+Changing `https://huggingface.co/path/to/somewhere` to `https://some-hf-mirror.com/path/to/somewhere`
+
+```
+HF_ENDPOINT=https://some-hf-mirror.com 
+```
+
 ## Scanner
 When you run the `scan.sh` script:

@@ -336,17 +354,14 @@ When you run the `scan.sh` script:


 ## Troubleshooting
-* If your `git.exe` is installed in a specific location other than system git, please install ComfyUI-Manager and run ComfyUI. Then, specify the path including the file name in `git_exe = ` in the ComfyUI-Manager/config.ini file that is generated.
+* If your `git.exe` is installed in a specific location other than system git, please install ComfyUI-Manager and run ComfyUI. Then, specify the path including the file name in `git_exe = ` in the `<USER_DIRECTORY>/default/ComfyUI-Manager/config.ini` file that is generated.
 * If updating ComfyUI-Manager itself fails, please go to the **ComfyUI-Manager** directory and execute the command `git update-ref refs/remotes/origin/main a361cc1 && git fetch --all && git pull`.
- * Alternatively, download the update-fix.py script from [update-fix.py](https://github.com/ltdrdata/ComfyUI-Manager/raw/main/scripts/update-fix.py) and place it in the ComfyUI-Manager directory. Then, run it using your Python command.
-   For the portable version, use `..\..\..\python_embeded\python.exe update-fix.py`.
-* For cases where nodes like `PreviewTextNode` from `ComfyUI_Custom_Nodes_AlekPet` are only supported as front-end nodes, we currently do not provide missing nodes for them.
-* Currently, `vid2vid` is not being updated, causing compatibility issues.
 * If you encounter the error message `Overlapped Object has pending operation at deallocation on Comfyui Manager load` under Windows
  * Edit `config.ini` file: add `windows_selector_event_loop_policy = True`
 * if `SSL: CERTIFICATE_VERIFY_FAILED` error is occured.
  * Edit `config.ini` file: add `bypass_ssl = True`

+
 ## Security policy
  * Edit `config.ini` file: add `security_level = <LEVEL>`
    * `strong`
@@ -363,7 +378,6 @@ When you run the `scan.sh` script:
  * `high` level risky features
    * `Install via git url`, `pip install`
    * Installation of custom nodes registered not in the `default channel`.
-    * Display terminal log
    * Fix custom nodes
  
  * `middle` level risky features
@@ -376,42 +390,6 @@ When you run the `scan.sh` script:
    * Update ComfyUI


-## TODO: Unconventional form of custom node list
-
-* https://github.com/diontimmer/Sample-Diffusion-ComfyUI-Extension
-* https://github.com/senshilabs/NINJA-plugin
-* https://github.com/MockbaTheBorg/Nodes
-* https://github.com/StartHua/Comfyui_GPT_Story
-* https://github.com/NielsGercama/comfyui_customsampling
-* https://github.com/wrightdaniel2017/ComfyUI-VideoLipSync
-* https://github.com/bxdsjs/ComfyUI-Image-preprocessing
-* https://github.com/SMUELDigital/ComfyUI-ONSET
-* https://github.com/SimithWang/comfyui-renameImages
-* https://github.com/icefairy64/comfyui-model-tilt
-* https://github.com/andrewharp/ComfyUI-EasyNodes
-* https://github.com/SimithWang/comfyui-renameImages
-* https://github.com/Tcheko243/ComfyUI-Photographer-Alpha7-Nodes
-* https://github.com/Limbicnation/ComfyUINodeToolbox
-* https://github.com/chenpipi0807/pip_longsize
-* https://github.com/APZmedia/ComfyUI-APZmedia-srtTools
-
-## Roadmap
-
- [x] System displaying information about failed custom nodes import.
- [x] Guide for missing nodes in ComfyUI vanilla nodes.
- [x] Collision checking system for nodes with the same ID across extensions.
- [x] Template sharing system. (-> Component system based on Group Nodes)
- [x] 3rd party API system.
- [ ] Auto migration for custom nodes with changed structures.
- [ ] Version control feature for nodes.
- [ ] List of currently used custom nodes.
- [x] Download support multiple model download.
- [x] Model download via url.
- [x] List sorting (custom nodes).
- [x] List sorting (model).
- [ ] Provides description of node.
-
-
 # Disclaimer

 * This extension simply provides the convenience of installing custom nodes and does not guarantee their proper functioning.
--- a/init.py
+++ b/init.py
@@ -1,13 +1,22 @@
+"""
+This file is the entry point for the ComfyUI-Manager package, handling CLI-only mode and initial setup.
+"""
+
 import os
+import sys

 cli_mode_flag = os.path.join(os.path.dirname(__file__), '.enable-cli-only-mode')

 if not os.path.exists(cli_mode_flag):
-    from .glob import manager_server
-    from .glob import share_3rdparty
-    WEB_DIRECTORY = "js"
+    sys.path.append(os.path.join(os.path.dirname(__file__), "glob"))
+    import manager_server  # noqa: F401
+    import share_3rdparty  # noqa: F401
+    import cm_global
+
+    if not cm_global.disable_front and not 'DISABLE_COMFYUI_MANAGER_FRONT' in os.environ:
+        WEB_DIRECTORY = "js"
 else:
-    print(f"\n[ComfyUI-Manager] !! cli-only-mode is enabled !!\n")
+    print("\n[ComfyUI-Manager] !! cli-only-mode is enabled !!\n")

 NODE_CLASS_MAPPINGS = {}
 __all__ = ['NODE_CLASS_MAPPINGS']
--- a/check.sh
+++ b/check.sh
@@ -9,6 +9,7 @@ files=(
    "alter-list.json"
    "extension-node-map.json"
    "github-stats.json"
+    "extras.json"
    "node_db/new/custom-node-list.json"
    "node_db/new/model-list.json"
    "node_db/new/extension-node-map.json"
--- a/cm-cli.py
+++ b/cm-cli.py
--- a/cm-cli.sh
+++ b/cm-cli.sh
@@ -0,0 +1,2 @@
+#!/bin/bash
+python cm-cli.py $*
--- a/custom-node-list.json
+++ b/custom-node-list.json
--- a/docs/README.md
+++ b/docs/README.md
@@ -0,0 +1,41 @@
+# ComfyUI-Manager: Documentation
+
+This directory contains documentation for the ComfyUI-Manager, providing guides and tutorials for users in multiple languages.
+
+## Directory Structure
+
+The documentation is organized into language-specific directories:
+
+- **en/**: English documentation
+- **ko/**: Korean documentation
+
+## Core Documentation Files
+
+### Command-Line Interface
+
+- **cm-cli.md**: Documentation for the ComfyUI-Manager Command Line Interface (CLI), which allows using manager functionality without the UI.
+
+### Advanced Features
+
+- **use_aria2.md**: Guide for using the aria2 download accelerator with ComfyUI-Manager for faster model downloads.
+
+## Documentation Standards
+
+The documentation follows these standards:
+
+1. **Markdown Format**: All documentation is written in Markdown for easy rendering on GitHub and other platforms
+2. **Language-specific Directories**: Content is separated by language to facilitate localization
+3. **Feature-focused Documentation**: Each major feature has its own documentation file
+4. **Updated with Releases**: Documentation is kept in sync with software releases
+
+## Contributing to Documentation
+
+When contributing new documentation:
+
+1. Place files in the appropriate language directory
+2. Use clear, concise language appropriate for the target audience
+3. Include examples where helpful
+4. Consider adding screenshots or diagrams for complex features
+5. Maintain consistent formatting with existing documentation
+
+This documentation directory will continue to grow to support the expanding feature set of ComfyUI-Manager.
--- a/docs/en/cm-cli.md
+++ b/docs/en/cm-cli.md
@@ -121,8 +121,9 @@ ComfyUI-Loopchain
  * If no file exists at the snapshot path, it is implicitly assumed to be in ComfyUI-Manager/snapshots.
  * `--pip-non-url`: Restore for pip packages registered on PyPI.
  * `--pip-non-local-url`: Restore for pip packages registered at web URLs.
-  * `--pip-local-url`: Restore for pip packages specified by local paths. 
-
+  * `--pip-local-url`: Restore for pip packages specified by local paths.
+  * `--user-directory`: Set the user directory.
+  * `--restore-to`: The path where the restored custom nodes will be installed. (When this option is applied, only the custom nodes installed in the target path are recognized as installed.)

 ### 5. CLI Only Mode

--- a/docs/ko/cm-cli.md
+++ b/docs/ko/cm-cli.md
@@ -123,7 +123,8 @@ ComfyUI-Loopchain
  * `--pip-non-url`: PyPI 에 등록된 pip 패키지들에 대해서 복구를 수행
  * `--pip-non-local-url`: web URL에 등록된 pip 패키지들에 대해서 복구를 수행
  * `--pip-local-url`: local 경로를 지정하고 있는 pip 패키지들에 대해서 복구를 수행 
-
+  * `--user-directory`: 사용자 디렉토리 설정
+  * `--restore-to`: 복구될 커스텀 노드가 설치될 경로. (이 옵션을 적용할 경우 오직 대상 경로에 설치된 custom nodes 만 설치된 것으로 인식함.)

 ### 5. CLI only mode

--- a/extension-node-map.json
+++ b/extension-node-map.json
--- a/extras.json
+++ b/extras.json
@@ -0,0 +1,26 @@
+{
+    "favorites": [
+        "comfyui_ipadapter_plus",
+        "comfyui-animatediff-evolved",
+        "comfyui_controlnet_aux",
+        "comfyui-impact-pack",
+        "comfyui-impact-subpack",
+        "comfyui-custom-scripts",
+        "comfyui-layerdiffuse",
+        "comfyui-liveportraitkj",
+        "aigodlike-comfyui-translation",
+        "comfyui-reactor",
+        "comfyui_instantid",
+        "sd-dynamic-thresholding",
+        "pr-was-node-suite-comfyui-47064894",
+        "comfyui-advancedliveportrait",
+        "comfyui_layerstyle",
+        "efficiency-nodes-comfyui",
+        "comfyui-crystools",
+        "comfyui-advanced-controlnet",
+        "comfyui-videohelpersuite",
+        "comfyui-kjnodes",
+        "comfy-mtb",
+        "comfyui_essentials"
+    ]
+}
--- a/git_helper.py
+++ b/git_helper.py
@@ -4,8 +4,6 @@ import os
 import traceback

 import git
-import configparser
-import re
 import json
 import yaml
 import requests
@@ -13,6 +11,14 @@ from tqdm.auto import tqdm
 from git.remote import RemoteProgress


+comfy_path = os.environ.get('COMFYUI_PATH')
+git_exe_path = os.environ.get('GIT_EXE_PATH')
+
+if comfy_path is None:
+    print("\nWARN: The `COMFYUI_PATH` environment variable is not set. Assuming `custom_nodes/ComfyUI-Manager/../../` as the ComfyUI path.", file=sys.stderr)
+    comfy_path = os.path.abspath(os.path.join(os.path.dirname(__file__), '..', '..'))
+
+
 def download_url(url, dest_folder, filename=None):
    # Ensure the destination folder exists
    if not os.path.exists(dest_folder):
@@ -36,12 +42,11 @@ def download_url(url, dest_folder, filename=None):
        print(f"Failed to download file from {url}")


-config_path = os.path.join(os.path.dirname(__file__), "config.ini")
 nodelist_path = os.path.join(os.path.dirname(__file__), "custom-node-list.json")
 working_directory = os.getcwd()

 if os.path.basename(working_directory) != 'custom_nodes':
-    print(f"WARN: This script should be executed in custom_nodes dir")
+    print("WARN: This script should be executed in custom_nodes dir")
    print(f"DBG: INFO {working_directory}")
    print(f"DBG: INFO {sys.argv}")
    # exit(-1)
@@ -59,9 +64,11 @@ class GitProgress(RemoteProgress):
        self.pbar.refresh()


-def gitclone(custom_nodes_path, url, target_hash=None):
+def gitclone(custom_nodes_path, url, target_hash=None, repo_path=None):
    repo_name = os.path.splitext(os.path.basename(url))[0]
-    repo_path = os.path.join(custom_nodes_path, repo_name)
+
+    if repo_path is None:
+        repo_path = os.path.join(custom_nodes_path, repo_name)

    # Clone the repository from the remote URL
    repo = git.Repo.clone_from(url, repo_path, recursive=True, progress=GitProgress())
@@ -94,7 +101,12 @@ def gitcheck(path, do_fetch=False):

        # Get the current commit hash and the commit hash of the remote branch
        commit_hash = repo.head.commit.hexsha
-        remote_commit_hash = repo.refs[f'{remote_name}/{branch_name}'].object.hexsha
+
+        if f'{remote_name}/{branch_name}' in repo.refs:
+            remote_commit_hash = repo.refs[f'{remote_name}/{branch_name}'].object.hexsha
+        else:
+            print("CUSTOM NODE CHECK: True")  # non default branch is treated as updatable
+            return

        # Compare the commit hashes to determine if the local repository is behind the remote repository
        if commit_hash != remote_commit_hash:
@@ -112,12 +124,60 @@ def gitcheck(path, do_fetch=False):
        print("CUSTOM NODE CHECK: Error")


+def get_remote_name(repo):
+    available_remotes = [remote.name for remote in repo.remotes]
+    if 'origin' in available_remotes:
+        return 'origin'
+    elif 'upstream' in available_remotes:
+        return 'upstream'
+    elif len(available_remotes) > 0:
+        return available_remotes[0]
+
+    if not available_remotes:
+        print(f"[ComfyUI-Manager] No remotes are configured for this repository: {repo.working_dir}")
+    else:
+        print(f"[ComfyUI-Manager] Available remotes in '{repo.working_dir}': ")
+        for remote in available_remotes:
+            print(f"- {remote}")
+
+    return None
+
+
 def switch_to_default_branch(repo):
-    show_result = repo.git.remote("show", "origin")
-    matches = re.search(r"\s*HEAD branch:\s*(.*)", show_result)
-    if matches:
-        default_branch = matches.group(1)
+    remote_name = get_remote_name(repo)
+
+    try:
+        if remote_name is None:
+            return False
+
+        default_branch = repo.git.symbolic_ref(f'refs/remotes/{remote_name}/HEAD').replace(f'refs/remotes/{remote_name}/', '')
        repo.git.checkout(default_branch)
+        return True
+    except:
+        # try checkout master
+        # try checkout main if failed
+        try:
+            repo.git.checkout(repo.heads.master)
+            return True
+        except:
+            try:
+                if remote_name is not None:
+                    repo.git.checkout('-b', 'master', f'{remote_name}/master')
+                    return True
+            except:
+                try:
+                    repo.git.checkout(repo.heads.main)
+                    return True
+                except:
+                    try:
+                        if remote_name is not None:
+                            repo.git.checkout('-b', 'main', f'{remote_name}/main')
+                            return True
+                    except:
+                        pass
+
+    print("[ComfyUI Manager] Failed to switch to the default branch")
+    return False


 def gitpull(path):
@@ -128,6 +188,7 @@ def gitpull(path):
    # Pull the latest changes from the remote repository
    repo = git.Repo(path)
    if repo.is_dirty():
+        print(f"STASH: '{path}' is dirty.")
        repo.git.stash()

    commit_hash = repo.head.commit.hexsha
@@ -141,8 +202,17 @@ def gitpull(path):
        remote_name = current_branch.tracking_branch().remote_name
        remote = repo.remote(name=remote_name)

+        if f'{remote_name}/{branch_name}' not in repo.refs:
+            switch_to_default_branch(repo)
+            current_branch = repo.active_branch
+            branch_name = current_branch.name
+
        remote.fetch()
-        remote_commit_hash = repo.refs[f'{remote_name}/{branch_name}'].object.hexsha
+        if f'{remote_name}/{branch_name}' in repo.refs:
+            remote_commit_hash = repo.refs[f'{remote_name}/{branch_name}'].object.hexsha
+        else:
+            print("CUSTOM NODE PULL: Fail")  # update fail
+            return

        if commit_hash == remote_commit_hash:
            print("CUSTOM NODE PULL: None")  # there is no update
@@ -166,9 +236,7 @@ def gitpull(path):


 def checkout_comfyui_hash(target_hash):
-    repo_path = os.path.abspath(os.path.join(working_directory, '..'))  # ComfyUI dir
-
-    repo = git.Repo(repo_path)
+    repo = git.Repo(comfy_path)
    commit_hash = repo.head.commit.hexsha

    if commit_hash != target_hash:
@@ -250,6 +318,9 @@ def checkout_custom_node_hash(git_custom_node_infos):

    # clone missing
    for k, v in git_custom_node_infos.items():
+        if 'ComfyUI-Manager' in k:
+            continue
+
        if not v['disabled']:
            repo_name = k.split('/')[-1]
            if repo_name.endswith('.git'):
@@ -258,7 +329,7 @@ def checkout_custom_node_hash(git_custom_node_infos):
            path = os.path.join(working_directory, repo_name)
            if not os.path.exists(path):
                print(f"CLONE: {path}")
-                gitclone(working_directory, k, v['hash'])
+                gitclone(working_directory, k, target_hash=v['hash'])


 def invalidate_custom_node_file(file_custom_node_infos):
@@ -308,19 +379,18 @@ def invalidate_custom_node_file(file_custom_node_infos):
                    download_url(url, working_directory)


-def apply_snapshot(target):
+def apply_snapshot(path):
    try:
-        path = os.path.join(os.path.dirname(__file__), 'snapshots', f"{target}")
        if os.path.exists(path):
-            if not target.endswith('.json') and not target.endswith('.yaml'):
+            if not path.endswith('.json') and not path.endswith('.yaml'):
                print(f"Snapshot file not found: `{path}`")
                print("APPLY SNAPSHOT: False")
                return None

            with open(path, 'r', encoding="UTF-8") as snapshot_file:
-                if target.endswith('.json'):
+                if path.endswith('.json'):
                    info = json.load(snapshot_file)
-                elif target.endswith('.yaml'):
+                elif path.endswith('.yaml'):
                    info = yaml.load(snapshot_file, Loader=yaml.SafeLoader)
                    info = info['custom_nodes']
                else:
@@ -332,12 +402,13 @@ def apply_snapshot(target):
                git_custom_node_infos = info['git_custom_nodes']
                file_custom_node_infos = info['file_custom_nodes']

-                checkout_comfyui_hash(comfyui_hash)
+                if comfyui_hash:
+                    checkout_comfyui_hash(comfyui_hash)
                checkout_custom_node_hash(git_custom_node_infos)
                invalidate_custom_node_file(file_custom_node_infos)

                print("APPLY SNAPSHOT: True")
-                if 'pips' in info:
+                if 'pips' in info and info['pips']:
                    return info['pips']
                else:
                    return None
@@ -414,10 +485,8 @@ def restore_pip_snapshot(pips, options):


 def setup_environment():
-    config = configparser.ConfigParser()
-    config.read(config_path)
-    if 'default' in config and 'git_exe' in config['default'] and config['default']['git_exe'] != '':
-        git.Git().update_environment(GIT_PYTHON_GIT_EXECUTABLE=config['default']['git_exe'])
+    if git_exe_path is not None:
+        git.Git().update_environment(GIT_PYTHON_GIT_EXECUTABLE=git_exe_path)


 setup_environment()
@@ -425,7 +494,11 @@ setup_environment()

 try:
    if sys.argv[1] == "--clone":
-        gitclone(sys.argv[2], sys.argv[3])
+        repo_path = None
+        if len(sys.argv) > 4:
+            repo_path = sys.argv[4]
+
+        gitclone(sys.argv[2], sys.argv[3], repo_path=repo_path)
    elif sys.argv[1] == "--check":
        gitcheck(sys.argv[2], False)
    elif sys.argv[1] == "--fetch":
@@ -446,5 +519,5 @@ try:
 except Exception as e:
    print(e)
    sys.exit(-1)
-    
-    
+
+
--- a/github-stats.json
+++ b/github-stats.json
--- a/glob/README.md
+++ b/glob/README.md
@@ -0,0 +1,53 @@
+# ComfyUI-Manager: Core Backend (glob)
+
+This directory contains the Python backend modules that power ComfyUI-Manager, handling the core functionality of node management, downloading, security, and server operations.
+
+## Core Modules
+
+- **manager_core.py**: The central implementation of management functions, handling configuration, installation, updates, and node management.
+- **manager_server.py**: Implements server functionality and API endpoints for the web interface to interact with the backend.
+- **manager_downloader.py**: Handles downloading operations for models, extensions, and other resources.
+- **manager_util.py**: Provides utility functions used throughout the system.
+
+## Specialized Modules
+
+- **cm_global.py**: Maintains global variables and state management across the system.
+- **cnr_utils.py**: Helper utilities for interacting with the custom node registry (CNR).
+- **git_utils.py**: Git-specific utilities for repository operations.
+- **node_package.py**: Handles the packaging and installation of node extensions.
+- **security_check.py**: Implements the multi-level security system for installation safety.
+- **share_3rdparty.py**: Manages integration with third-party sharing platforms.
+
+## Architecture
+
+The backend follows a modular design pattern with clear separation of concerns:
+
+1. **Core Layer**: Manager modules provide the primary API and business logic
+2. **Utility Layer**: Helper modules provide specialized functionality
+3. **Integration Layer**: Modules that connect to external systems
+
+## Security Model
+
+The system implements a comprehensive security framework with multiple levels:
+
+- **Block**: Highest security - blocks most remote operations
+- **High**: Allows only specific trusted operations
+- **Middle**: Standard security for most users
+- **Normal-**: More permissive for advanced users
+- **Weak**: Lowest security for development environments
+
+## Implementation Details
+
+- The backend is designed to work seamlessly with ComfyUI
+- Asynchronous task queuing is implemented for background operations
+- The system supports multiple installation modes
+- Error handling and risk assessment are integrated throughout the codebase
+
+## API Integration
+
+The backend exposes a REST API via `manager_server.py` that enables:
+- Custom node management (install, update, disable, remove)
+- Model downloading and organization
+- System configuration
+- Snapshot management
+- Workflow component handling
--- a/glob/cm_global.py
+++ b/glob/cm_global.py
@@ -110,3 +110,8 @@ def add_on_revision_detected(k, f):
            traceback.print_exc()
    else:
        variables['cm.on_revision_detected_handler'].append((k, f))
+
+
+error_dict = {}
+
+disable_front = False
--- a/glob/cnr_utils.py
+++ b/glob/cnr_utils.py
@@ -0,0 +1,253 @@
+import asyncio
+import json
+import os
+import platform
+import time
+from dataclasses import dataclass
+from typing import List
+
+import manager_core
+import manager_util
+import requests
+import toml
+
+base_url = "https://api.comfy.org"
+
+
+lock = asyncio.Lock()
+
+is_cache_loading = False
+
+async def get_cnr_data(cache_mode=True, dont_wait=True):
+    try:
+        return await _get_cnr_data(cache_mode, dont_wait)
+    except asyncio.TimeoutError:
+        print("A timeout occurred during the fetch process from ComfyRegistry.")
+        return await _get_cnr_data(cache_mode=True, dont_wait=True)  # timeout fallback
+
+async def _get_cnr_data(cache_mode=True, dont_wait=True):
+    global is_cache_loading
+
+    uri = f'{base_url}/nodes'
+
+    async def fetch_all():
+        remained = True
+        page = 1
+
+        full_nodes = {}
+
+        
+        # Determine form factor based on environment and platform
+        is_desktop = bool(os.environ.get('__COMFYUI_DESKTOP_VERSION__'))
+        system = platform.system().lower()
+        is_windows = system == 'windows'
+        is_mac = system == 'darwin'
+        is_linux = system == 'linux'
+
+        # Get ComfyUI version tag
+        if is_desktop:
+            # extract version from pyproject.toml instead of git tag
+            comfyui_ver = manager_core.get_current_comfyui_ver() or 'unknown'
+        else:
+            comfyui_ver = manager_core.get_comfyui_tag() or 'unknown'
+
+        if is_desktop:
+            if is_windows:
+                form_factor = 'desktop-win'
+            elif is_mac:
+                form_factor = 'desktop-mac'
+            else:
+                form_factor = 'other'
+        else:
+            if is_windows:
+                form_factor = 'git-windows'
+            elif is_mac:
+                form_factor = 'git-mac'
+            elif is_linux:
+                form_factor = 'git-linux'
+            else:
+                form_factor = 'other'
+        
+        while remained:
+            # Add comfyui_version and form_factor to the API request
+            sub_uri = f'{base_url}/nodes?page={page}&limit=30&comfyui_version={comfyui_ver}&form_factor={form_factor}'
+            sub_json_obj = await asyncio.wait_for(manager_util.get_data_with_cache(sub_uri, cache_mode=False, silent=True, dont_cache=True), timeout=30)
+            remained = page < sub_json_obj['totalPages']
+
+            for x in sub_json_obj['nodes']:
+                full_nodes[x['id']] = x
+
+            if page % 5 == 0:
+                print(f"FETCH ComfyRegistry Data: {page}/{sub_json_obj['totalPages']}")
+
+            page += 1
+            time.sleep(0.5)
+
+        print("FETCH ComfyRegistry Data [DONE]")
+
+        for v in full_nodes.values():
+            if 'latest_version' not in v:
+                v['latest_version'] = dict(version='nightly')
+
+        return {'nodes': list(full_nodes.values())}
+
+    if cache_mode:
+        is_cache_loading = True
+        cache_state = manager_util.get_cache_state(uri)
+
+        if dont_wait:
+            if cache_state == 'not-cached':
+                return {}
+            else:
+                print("[ComfyUI-Manager] The ComfyRegistry cache update is still in progress, so an outdated cache is being used.")
+                with open(manager_util.get_cache_path(uri), 'r', encoding="UTF-8", errors="ignore") as json_file:
+                    return json.load(json_file)['nodes']
+
+        if cache_state == 'cached':
+            with open(manager_util.get_cache_path(uri), 'r', encoding="UTF-8", errors="ignore") as json_file:
+                return json.load(json_file)['nodes']
+
+    try:
+        json_obj = await fetch_all()
+        manager_util.save_to_cache(uri, json_obj)
+        return json_obj['nodes']
+    except:
+        res = {}
+        print("Cannot connect to comfyregistry.")
+    finally:
+        if cache_mode:
+            is_cache_loading = False
+
+    return res
+
+
+@dataclass
+class NodeVersion:
+    changelog: str
+    dependencies: List[str]
+    deprecated: bool
+    id: str
+    version: str
+    download_url: str
+
+
+def map_node_version(api_node_version):
+    """
+    Maps node version data from API response to NodeVersion dataclass.
+
+    Args:
+        api_data (dict): The 'node_version' part of the API response.
+
+    Returns:
+        NodeVersion: An instance of NodeVersion dataclass populated with data from the API.
+    """
+    return NodeVersion(
+        changelog=api_node_version.get(
+            "changelog", ""
+        ),  # Provide a default value if 'changelog' is missing
+        dependencies=api_node_version.get(
+            "dependencies", []
+        ),  # Provide a default empty list if 'dependencies' is missing
+        deprecated=api_node_version.get(
+            "deprecated", False
+        ),  # Assume False if 'deprecated' is not specified
+        id=api_node_version[
+            "id"
+        ],  # 'id' should be mandatory; raise KeyError if missing
+        version=api_node_version[
+            "version"
+        ],  # 'version' should be mandatory; raise KeyError if missing
+        download_url=api_node_version.get(
+            "downloadUrl", ""
+        ),  # Provide a default value if 'downloadUrl' is missing
+    )
+
+
+def install_node(node_id, version=None):
+    """
+    Retrieves the node version for installation.
+
+    Args:
+      node_id (str): The unique identifier of the node.
+      version (str, optional): Specific version of the node to retrieve. If omitted, the latest version is returned.
+
+    Returns:
+      NodeVersion: Node version data or error message.
+    """
+    if version is None:
+        url = f"{base_url}/nodes/{node_id}/install"
+    else:
+        url = f"{base_url}/nodes/{node_id}/install?version={version}"
+
+    response = requests.get(url)
+    if response.status_code == 200:
+        # Convert the API response to a NodeVersion object
+        return map_node_version(response.json())
+    else:
+        return None
+
+
+def all_versions_of_node(node_id):
+    url = f"{base_url}/nodes/{node_id}/versions?statuses=NodeVersionStatusActive&statuses=NodeVersionStatusPending"
+
+    response = requests.get(url)
+    if response.status_code == 200:
+        return response.json()
+    else:
+        return None
+
+
+def read_cnr_info(fullpath):
+    try:
+        toml_path = os.path.join(fullpath, 'pyproject.toml')
+        tracking_path = os.path.join(fullpath, '.tracking')
+
+        if not os.path.exists(toml_path) or not os.path.exists(tracking_path):
+            return None  # not valid CNR node pack
+
+        with open(toml_path, "r", encoding="utf-8") as f:
+            data = toml.load(f)
+
+            project = data.get('project', {})
+            name = project.get('name').strip().lower()
+
+            # normalize version
+            # for example: 2.5 -> 2.5.0
+            version = str(manager_util.StrictVersion(project.get('version')))
+
+            urls = project.get('urls', {})
+            repository = urls.get('Repository')
+
+            if name and version:  # repository is optional
+                return {
+                    "id": name,
+                    "version": version,
+                    "url": repository
+                }
+
+        return None
+    except Exception:
+        return None  # not valid CNR node pack
+
+
+def generate_cnr_id(fullpath, cnr_id):
+    cnr_id_path = os.path.join(fullpath, '.git', '.cnr-id')
+    try:
+        if not os.path.exists(cnr_id_path):
+            with open(cnr_id_path, "w") as f:
+                return f.write(cnr_id)
+    except:
+        print(f"[ComfyUI Manager] unable to create file: {cnr_id_path}")
+
+
+def read_cnr_id(fullpath):
+    cnr_id_path = os.path.join(fullpath, '.git', '.cnr-id')
+    try:
+        if os.path.exists(cnr_id_path):
+            with open(cnr_id_path) as f:
+                return f.read().strip()
+    except:
+        pass
+
+    return None
+
--- a/glob/git_utils.py
+++ b/glob/git_utils.py
@@ -0,0 +1,87 @@
+import os
+import configparser
+
+
+GITHUB_ENDPOINT = os.getenv('GITHUB_ENDPOINT')
+
+
+def is_git_repo(path: str) -> bool:
+    """ Check if the path is a git repository. """
+    # NOTE: Checking it through `git.Repo` must be avoided.
+    #       It locks the file, causing issues on Windows.
+    return os.path.exists(os.path.join(path, '.git'))
+
+
+def get_commit_hash(fullpath):
+    git_head = os.path.join(fullpath, '.git', 'HEAD')
+    if os.path.exists(git_head):
+        with open(git_head) as f:
+            line = f.readline()
+
+            if line.startswith("ref: "):
+                ref = os.path.join(fullpath, '.git', line[5:].strip())
+                if os.path.exists(ref):
+                    with open(ref) as f2:
+                        return f2.readline().strip()
+                else:
+                    return "unknown"
+            else:
+                return line
+
+    return "unknown"
+
+
+def git_url(fullpath):
+    """
+    resolve version of unclassified custom node based on remote url in .git/config
+    """
+    git_config_path = os.path.join(fullpath, '.git', 'config')
+
+    if not os.path.exists(git_config_path):
+        return None
+
+    # Set `strict=False` to allow duplicate `vscode-merge-base` sections, addressing <https://github.com/ltdrdata/ComfyUI-Manager/issues/1529>
+    config = configparser.ConfigParser(strict=False)
+    config.read(git_config_path)
+
+    for k, v in config.items():
+        if k.startswith('remote ') and 'url' in v:
+            if 'Comfy-Org/ComfyUI-Manager' in v['url']:
+                return "https://github.com/ltdrdata/ComfyUI-Manager"
+            return v['url']
+
+    return None
+
+
+def normalize_url(url) -> str:
+    github_id = normalize_to_github_id(url)
+    if github_id is not None:
+        url = f"https://github.com/{github_id}"
+
+    return url
+
+
+def normalize_to_github_id(url) -> str:
+    if 'github' in url or (GITHUB_ENDPOINT is not None and GITHUB_ENDPOINT in url):
+        author = os.path.basename(os.path.dirname(url))
+
+        if author.startswith('git@github.com:'):
+            author = author.split(':')[1]
+
+        repo_name = os.path.basename(url)
+        if repo_name.endswith('.git'):
+            repo_name = repo_name[:-4]
+
+        return f"{author}/{repo_name}"
+
+    return None
+
+
+def get_url_for_clone(url):
+    url = normalize_url(url)
+
+    if GITHUB_ENDPOINT is not None and url.startswith('https://github.com/'):
+        url = GITHUB_ENDPOINT + url[18:] # url[18:] -> remove `https://github.com`
+
+    return url
+    
--- a/glob/manager_core.py
+++ b/glob/manager_core.py
--- a/glob/manager_downloader.py
+++ b/glob/manager_downloader.py
@@ -1,9 +1,17 @@
 import os
 from urllib.parse import urlparse
+import urllib
+import sys
+import logging
+import requests
+from huggingface_hub import HfApi
+from tqdm.auto import tqdm
+

 aria2 = os.getenv('COMFYUI_MANAGER_ARIA2_SERVER')
 HF_ENDPOINT = os.getenv('HF_ENDPOINT')

+
 if aria2 is not None:
    secret = os.getenv('COMFYUI_MANAGER_ARIA2_SECRET')
    url = urlparse(aria2)
@@ -14,12 +22,39 @@ if aria2 is not None:
    aria2 = aria2p.API(aria2p.Client(host=host, port=port, secret=secret))


+def basic_download_url(url, dest_folder: str, filename: str):
+    '''
+    Download file from url to dest_folder with filename
+    using requests library.
+    '''
+    import requests
+
+    # Ensure the destination folder exists
+    if not os.path.exists(dest_folder):
+        os.makedirs(dest_folder)
+
+    # Full path to save the file
+    dest_path = os.path.join(dest_folder, filename)
+
+    # Download the file
+    response = requests.get(url, stream=True)
+    if response.status_code == 200:
+        with open(dest_path, 'wb') as file:
+            for chunk in response.iter_content(chunk_size=1024):
+                if chunk:
+                    file.write(chunk)
+    else:
+        raise Exception(f"Failed to download file from {url}")
+
+
 def download_url(model_url: str, model_dir: str, filename: str):
+    if HF_ENDPOINT:
+        model_url = model_url.replace('https://huggingface.co', HF_ENDPOINT)
+        logging.info(f"model_url replaced by HF_ENDPOINT, new = {model_url}")
    if aria2:
        return aria2_download_url(model_url, model_dir, filename)
    else:
        from torchvision.datasets.utils import download_url as torchvision_download_url
-
        return torchvision_download_url(model_url, model_dir, filename)


@@ -44,9 +79,6 @@ def aria2_download_url(model_url: str, model_dir: str, filename: str):
    if model_dir.startswith(core.comfy_path):
        model_dir = model_dir[len(core.comfy_path) :]

-    if HF_ENDPOINT:
-        model_url = model_url.replace('https://huggingface.co', HF_ENDPOINT)
-
    download_dir = model_dir if model_dir.startswith('/') else os.path.join('/models', model_dir)

    download = aria2_find_task(download_dir, filename)
@@ -68,3 +100,60 @@ def aria2_download_url(model_url: str, model_dir: str, filename: str):
                progress_bar.update(download.completed_length - progress_bar.n)
                time.sleep(1)
                download.update()
+
+
+def download_url_with_agent(url, save_path):
+    try:
+        headers = {
+            'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/58.0.3029.110 Safari/537.3'}
+
+        req = urllib.request.Request(url, headers=headers)
+        response = urllib.request.urlopen(req)
+        data = response.read()
+
+        if not os.path.exists(os.path.dirname(save_path)):
+            os.makedirs(os.path.dirname(save_path))
+
+        with open(save_path, 'wb') as f:
+            f.write(data)
+
+    except Exception as e:
+        print(f"Download error: {url} / {e}", file=sys.stderr)
+        return False
+
+    print("Installation was successful.")
+    return True
+
+# NOTE: snapshot_download doesn't provide file size tqdm.
+def download_repo_in_bytes(repo_id, local_dir):
+    api = HfApi()
+    repo_info = api.repo_info(repo_id=repo_id, files_metadata=True)
+
+    os.makedirs(local_dir, exist_ok=True)
+
+    total_size = 0
+    for file_info in repo_info.siblings:
+        if file_info.size is not None:
+            total_size += file_info.size
+
+    pbar = tqdm(total=total_size, unit="B", unit_scale=True, desc="Downloading")
+
+    for file_info in repo_info.siblings:
+        out_path = os.path.join(local_dir, file_info.rfilename)
+        os.makedirs(os.path.dirname(out_path), exist_ok=True)
+
+        if file_info.size is None:
+            continue
+
+        download_url = f"https://huggingface.co/{repo_id}/resolve/main/{file_info.rfilename}"
+
+        with requests.get(download_url, stream=True) as r, open(out_path, "wb") as f:
+            r.raise_for_status()
+            for chunk in r.iter_content(chunk_size=65536):
+                if chunk:
+                    f.write(chunk)
+                    pbar.update(len(chunk))
+
+    pbar.close()
+
+
--- a/glob/manager_server.py
+++ b/glob/manager_server.py
--- a/glob/manager_util.py
+++ b/glob/manager_util.py
@@ -1,3 +1,53 @@
+"""
+description:
+    `manager_util` is the lightest module shared across the prestartup_script, main code, and cm-cli of ComfyUI-Manager.
+"""
+import traceback
+
+import aiohttp
+import json
+import threading
+import os
+from datetime import datetime
+import subprocess
+import sys
+import re
+import logging
+import platform
+import shlex
+import cm_global
+
+
+cache_lock = threading.Lock()
+
+comfyui_manager_path = os.path.abspath(os.path.join(os.path.dirname(__file__), '..'))
+cache_dir = os.path.join(comfyui_manager_path, '.cache')  # This path is also updated together in **manager_core.update_user_directory**.
+
+use_uv = False
+
+
+def add_python_path_to_env():
+    if platform.system() != "Windows":
+        sep = ':'
+    else:
+        sep = ';'
+
+    os.environ['PATH'] = os.path.dirname(sys.executable)+sep+os.environ['PATH']
+
+
+def make_pip_cmd(cmd):
+    if 'python_embeded' in sys.executable:
+        if use_uv:
+            return [sys.executable, '-s', '-m', 'uv', 'pip'] + cmd
+        else:
+            return [sys.executable, '-s', '-m', 'pip'] + cmd
+    else:
+        # FIXED: https://github.com/ltdrdata/ComfyUI-Manager/issues/1667
+        if use_uv:
+            return [sys.executable, '-m', 'uv', 'pip'] + cmd
+        else:
+            return [sys.executable, '-m', 'pip'] + cmd
+
 # DON'T USE StrictVersion - cannot handle pre_release version
 # try:
 #     from distutils.version import StrictVersion
@@ -62,3 +112,428 @@ class StrictVersion:
    def __ne__(self, other):
        return not self == other

+
+def simple_hash(input_string):
+    hash_value = 0
+    for char in input_string:
+        hash_value = (hash_value * 31 + ord(char)) % (2**32)
+
+    return hash_value
+
+
+def is_file_created_within_one_day(file_path):
+    if not os.path.exists(file_path):
+        return False
+
+    file_creation_time = os.path.getctime(file_path)
+    current_time = datetime.now().timestamp()
+    time_difference = current_time - file_creation_time
+
+    return time_difference <= 86400
+
+
+async def get_data(uri, silent=False):
+    if not silent:
+        print(f"FETCH DATA from: {uri}", end="")
+
+    if uri.startswith("http"):
+        async with aiohttp.ClientSession(trust_env=True, connector=aiohttp.TCPConnector(verify_ssl=False)) as session:
+            headers = {
+                'Cache-Control': 'no-cache',
+                'Pragma': 'no-cache',
+                'Expires': '0'
+            }
+            async with session.get(uri, headers=headers) as resp:
+                json_text = await resp.text()
+    else:
+        with cache_lock:
+            with open(uri, "r", encoding="utf-8") as f:
+                json_text = f.read()
+
+    try:
+        json_obj = json.loads(json_text)
+    except Exception as e:
+        logging.error(f"[ComfyUI-Manager] An error occurred while fetching '{uri}': {e}")
+
+        return {}
+
+    if not silent:
+        print(" [DONE]")
+
+    return json_obj
+
+
+def get_cache_path(uri):
+    cache_uri = str(simple_hash(uri)) + '_' + os.path.basename(uri).replace('&', "_").replace('?', "_").replace('=', "_")
+    return os.path.join(cache_dir, cache_uri+'.json')
+
+
+def get_cache_state(uri):
+    cache_uri = get_cache_path(uri)
+
+    if not os.path.exists(cache_uri):
+        return "not-cached"
+    elif is_file_created_within_one_day(cache_uri):
+        return "cached"
+
+    return "expired"
+
+
+def save_to_cache(uri, json_obj, silent=False):
+    cache_uri = get_cache_path(uri)
+
+    with cache_lock:
+        with open(cache_uri, "w", encoding='utf-8') as file:
+            json.dump(json_obj, file, indent=4, sort_keys=True)
+            if not silent:
+                logging.info(f"[ComfyUI-Manager] default cache updated: {uri}")
+
+
+async def get_data_with_cache(uri, silent=False, cache_mode=True, dont_wait=False, dont_cache=False):
+    cache_uri = get_cache_path(uri)
+
+    if cache_mode and dont_wait:
+        # NOTE: return the cache if possible, even if it is expired, so do not cache
+        if not os.path.exists(cache_uri):
+            logging.error(f"[ComfyUI-Manager] The network connection is unstable, so it is operating in fallback mode: {uri}")
+
+            return {}
+        else:
+            if not is_file_created_within_one_day(cache_uri):
+                logging.error(f"[ComfyUI-Manager] The network connection is unstable, so it is operating in outdated cache mode: {uri}")
+
+            return await get_data(cache_uri, silent=silent)
+
+    if cache_mode and is_file_created_within_one_day(cache_uri):
+        json_obj = await get_data(cache_uri, silent=silent)
+    else:
+        json_obj = await get_data(uri, silent=silent)
+        if not dont_cache:
+            with cache_lock:
+                with open(cache_uri, "w", encoding='utf-8') as file:
+                    json.dump(json_obj, file, indent=4, sort_keys=True)
+                    if not silent:
+                        logging.info(f"[ComfyUI-Manager] default cache updated: {uri}")
+
+    return json_obj
+
+
+def sanitize_tag(x):
+    return x.replace('<', '&lt;').replace('>', '&gt;')
+
+
+def extract_package_as_zip(file_path, extract_path):
+    import zipfile
+    try:
+        with zipfile.ZipFile(file_path, "r") as zip_ref:
+            zip_ref.extractall(extract_path)
+            extracted_files = zip_ref.namelist()
+        logging.info(f"Extracted zip file to {extract_path}")
+        return extracted_files
+    except zipfile.BadZipFile:
+        logging.error(f"File '{file_path}' is not a zip or is corrupted.")
+        return None
+
+
+pip_map = None
+
+
+def get_installed_packages(renew=False):
+    global pip_map
+
+    if renew or pip_map is None:
+        try:
+            result = subprocess.check_output(make_pip_cmd(['list']), universal_newlines=True)
+
+            pip_map = {}
+            for line in result.split('\n'):
+                x = line.strip()
+                if x:
+                    y = line.split()
+                    if y[0] == 'Package' or y[0].startswith('-'):
+                        continue
+
+                    normalized_name = y[0].lower().replace('-', '_')
+                    pip_map[normalized_name] = y[1]
+        except subprocess.CalledProcessError:
+            logging.error("[ComfyUI-Manager] Failed to retrieve the information of installed pip packages.")
+            return {}
+
+    return pip_map
+
+
+def clear_pip_cache():
+    global pip_map
+    pip_map = None
+
+
+def parse_requirement_line(line):
+    tokens = shlex.split(line)
+    if not tokens:
+        return None
+
+    package_spec = tokens[0]
+
+    pattern = re.compile(
+        r'^(?P<package>[A-Za-z0-9_.+-]+)'
+        r'(?P<operator>==|>=|<=|!=|~=|>|<)?'
+        r'(?P<version>[A-Za-z0-9_.+-]*)$'
+    )
+    m = pattern.match(package_spec)
+    if not m:
+        return None
+
+    package = m.group('package')
+    operator = m.group('operator') or None
+    version = m.group('version') or None
+
+    index_url = None
+    if '--index-url' in tokens:
+        idx = tokens.index('--index-url')
+        if idx + 1 < len(tokens):
+            index_url = tokens[idx + 1]
+
+    res = {'package': package}
+
+    if operator is not None:
+        res['operator'] = operator
+
+    if version is not None:
+        res['version'] = StrictVersion(version)
+
+    if index_url is not None:
+        res['index_url'] = index_url
+
+    return res
+
+
+torch_torchvision_torchaudio_version_map = {
+    '2.7.0': ('0.22.0', '2.7.0'),
+    '2.6.0': ('0.21.0', '2.6.0'),
+    '2.5.1': ('0.20.0', '2.5.0'),
+    '2.5.0': ('0.20.0', '2.5.0'),
+    '2.4.1': ('0.19.1', '2.4.1'),
+    '2.4.0': ('0.19.0', '2.4.0'),
+    '2.3.1': ('0.18.1', '2.3.1'),
+    '2.3.0': ('0.18.0', '2.3.0'),
+    '2.2.2': ('0.17.2', '2.2.2'),
+    '2.2.1': ('0.17.1', '2.2.1'),
+    '2.2.0': ('0.17.0', '2.2.0'),
+    '2.1.2': ('0.16.2', '2.1.2'),
+    '2.1.1': ('0.16.1', '2.1.1'),
+    '2.1.0': ('0.16.0', '2.1.0'),
+    '2.0.1': ('0.15.2', '2.0.1'),
+    '2.0.0': ('0.15.1', '2.0.0'),
+}
+
+
+
+class PIPFixer:
+    def __init__(self, prev_pip_versions, comfyui_path, manager_files_path):
+        self.prev_pip_versions = { **prev_pip_versions }
+        self.comfyui_path = comfyui_path
+        self.manager_files_path = manager_files_path
+
+    def torch_rollback(self):
+        spec = self.prev_pip_versions['torch'].split('+')
+        if len(spec) > 0:
+            platform = spec[1]
+        else:
+            cmd = make_pip_cmd(['install', '--force', 'torch', 'torchvision', 'torchaudio'])
+            subprocess.check_output(cmd, universal_newlines=True)
+            logging.error(cmd)
+            return
+
+        torch_ver = StrictVersion(spec[0])
+        torch_ver = f"{torch_ver.major}.{torch_ver.minor}.{torch_ver.patch}"
+        torch_torchvision_torchaudio_ver = torch_torchvision_torchaudio_version_map.get(torch_ver)
+
+        if torch_torchvision_torchaudio_ver is None:
+            cmd = make_pip_cmd(['install', '--pre', 'torch', 'torchvision', 'torchaudio',
+                                '--index-url', f"https://download.pytorch.org/whl/nightly/{platform}"])
+            logging.info("[ComfyUI-Manager] restore PyTorch to nightly version")
+        else:
+            torchvision_ver, torchaudio_ver = torch_torchvision_torchaudio_ver
+            cmd = make_pip_cmd(['install', f'torch=={torch_ver}', f'torchvision=={torchvision_ver}', f"torchaudio=={torchaudio_ver}",
+                                '--index-url', f"https://download.pytorch.org/whl/{platform}"])
+            logging.info(f"[ComfyUI-Manager] restore PyTorch to {torch_ver}+{platform}")
+
+        subprocess.check_output(cmd, universal_newlines=True)
+
+    def fix_broken(self):
+        new_pip_versions = get_installed_packages(True)
+
+        # remove `comfy` python package
+        try:
+            if 'comfy' in new_pip_versions:
+                cmd = make_pip_cmd(['uninstall', 'comfy'])
+                subprocess.check_output(cmd, universal_newlines=True)
+
+                logging.warning("[ComfyUI-Manager] 'comfy' python package is uninstalled.\nWARN: The 'comfy' package is completely unrelated to ComfyUI and should never be installed as it causes conflicts with ComfyUI.")
+        except Exception as e:
+            logging.error("[ComfyUI-Manager] Failed to uninstall `comfy` python package")
+            logging.error(e)
+
+        # fix torch - reinstall torch packages if version is changed
+        try:
+            if 'torch' not in self.prev_pip_versions or 'torchvision' not in self.prev_pip_versions or 'torchaudio' not in self.prev_pip_versions:
+                logging.error("[ComfyUI-Manager] PyTorch is not installed")
+            elif self.prev_pip_versions['torch'] != new_pip_versions['torch'] \
+                or self.prev_pip_versions['torchvision'] != new_pip_versions['torchvision'] \
+                or self.prev_pip_versions['torchaudio'] != new_pip_versions['torchaudio']:
+                    self.torch_rollback()
+        except Exception as e:
+            logging.error("[ComfyUI-Manager] Failed to restore PyTorch")
+            logging.error(e)
+
+        # fix opencv
+        try:
+            ocp = new_pip_versions.get('opencv-contrib-python')
+            ocph = new_pip_versions.get('opencv-contrib-python-headless')
+            op = new_pip_versions.get('opencv-python')
+            oph = new_pip_versions.get('opencv-python-headless')
+
+            versions = [ocp, ocph, op, oph]
+            versions = [StrictVersion(x) for x in versions if x is not None]
+            versions.sort(reverse=True)
+
+            if len(versions) > 0:
+                # upgrade to maximum version
+                targets = []
+                cur = versions[0]
+                if ocp is not None and StrictVersion(ocp) != cur:
+                    targets.append('opencv-contrib-python')
+                if ocph is not None and StrictVersion(ocph) != cur:
+                    targets.append('opencv-contrib-python-headless')
+                if op is not None and StrictVersion(op) != cur:
+                    targets.append('opencv-python')
+                if oph is not None and StrictVersion(oph) != cur:
+                    targets.append('opencv-python-headless')
+
+                if len(targets) > 0:
+                    for x in targets:
+                        if sys.version_info < (3, 13):
+                            cmd = make_pip_cmd(['install', f"{x}=={versions[0].version_string}", "numpy<2"])
+                            subprocess.check_output(cmd, universal_newlines=True)
+
+                    logging.info(f"[ComfyUI-Manager] 'opencv' dependencies were fixed: {targets}")
+        except Exception as e:
+            logging.error("[ComfyUI-Manager] Failed to restore opencv")
+            logging.error(e)
+
+        # fix numpy
+        if sys.version_info >= (3, 13):
+            logging.info("[ComfyUI-Manager] In Python 3.13 and above, PIP Fixer does not downgrade `numpy` below version 2.0. If you need to force a downgrade of `numpy`, please use `pip_auto_fix.list`.")
+        else:
+            try:
+                np = new_pip_versions.get('numpy')
+                if cm_global.pip_overrides.get('numpy') == 'numpy<2':
+                    if np is not None:
+                        if StrictVersion(np) >= StrictVersion('2'):
+                            cmd = make_pip_cmd(['install', "numpy<2"])
+                            subprocess.check_output(cmd , universal_newlines=True)
+
+                            logging.info("[ComfyUI-Manager] 'numpy' dependency were fixed")
+            except Exception as e:
+                logging.error("[ComfyUI-Manager] Failed to restore numpy")
+                logging.error(e)
+
+        # fix missing frontend
+        try:
+            # NOTE: package name in requirements is 'comfyui-frontend-package'
+            #       but, package name from `pip freeze` is 'comfyui_frontend_package'
+            #       but, package name from `uv pip freeze` is 'comfyui-frontend-package'
+            #
+            #       get_installed_packages returns normalized name (i.e. comfyui_frontend_package)
+            if 'comfyui_frontend_package' not in new_pip_versions:
+                requirements_path = os.path.join(self.comfyui_path, 'requirements.txt')
+
+                with open(requirements_path, 'r') as file:
+                    lines = file.readlines()
+                
+                front_line = next((line.strip() for line in lines if line.startswith('comfyui-frontend-package')), None)
+                if front_line is None:
+                    logging.info("[ComfyUI-Manager] Skipped fixing the 'comfyui-frontend-package' dependency because the ComfyUI is outdated.")
+                else:
+                    cmd = make_pip_cmd(['install', front_line])
+                    subprocess.check_output(cmd , universal_newlines=True)
+                    logging.info("[ComfyUI-Manager] 'comfyui-frontend-package' dependency were fixed")
+        except Exception as e:
+            logging.error("[ComfyUI-Manager] Failed to restore comfyui-frontend-package")
+            logging.error(e)
+
+        # restore based on custom list
+        pip_auto_fix_path = os.path.join(self.manager_files_path, "pip_auto_fix.list")
+        if os.path.exists(pip_auto_fix_path):
+            with open(pip_auto_fix_path, 'r', encoding="UTF-8", errors="ignore") as f:
+                fixed_list = []
+
+                for x in f.readlines():
+                    try:
+                        parsed = parse_requirement_line(x)
+                        need_to_reinstall = True
+
+                        normalized_name = parsed['package'].lower().replace('-', '_')
+                        if normalized_name in new_pip_versions:
+                            if 'version' in parsed and 'operator' in parsed:
+                                cur = StrictVersion(new_pip_versions[normalized_name])
+                                dest = parsed['version']
+                                op = parsed['operator']
+                                if cur == dest:
+                                    if op in ['==', '>=', '<=']:
+                                        need_to_reinstall = False
+                                elif cur < dest:
+                                    if op in ['<=', '<', '~=', '!=']:
+                                        need_to_reinstall = False
+                                elif cur > dest:
+                                    if op in ['>=', '>', '~=', '!=']:
+                                        need_to_reinstall = False
+
+                        if need_to_reinstall:
+                            cmd_args = ['install']
+                            if 'version' in parsed and 'operator' in parsed:
+                                cmd_args.append(parsed['package']+parsed['operator']+parsed['version'].version_string)
+
+                            if 'index_url' in parsed:
+                                cmd_args.append('--index-url')
+                                cmd_args.append(parsed['index_url'])
+
+                            cmd = make_pip_cmd(cmd_args)
+                            subprocess.check_output(cmd, universal_newlines=True)
+
+                            fixed_list.append(parsed['package'])
+                    except Exception as e:
+                        traceback.print_exc()
+                        logging.error(f"[ComfyUI-Manager] Failed to restore '{x}'")
+                        logging.error(e)
+
+                if len(fixed_list) > 0:
+                    logging.info(f"[ComfyUI-Manager] dependencies in pip_auto_fix.json were fixed: {fixed_list}")
+
+def sanitize(data):
+    return data.replace("<", "&lt;").replace(">", "&gt;")
+
+
+def sanitize_filename(input_string):
+    result_string = re.sub(r'[^a-zA-Z0-9_]', '_', input_string)
+    return result_string
+
+
+def robust_readlines(fullpath):
+    import chardet
+    try:
+        with open(fullpath, "r") as f:
+            return f.readlines()
+    except:
+        encoding = None
+        with open(fullpath, "rb") as f:
+            raw_data = f.read()
+            result = chardet.detect(raw_data)
+            encoding = result['encoding']
+
+        if encoding is not None:
+            with open(fullpath, "r", encoding=encoding) as f:
+                return f.readlines()
+
+        print(f"[ComfyUI-Manager] Failed to recognize encoding for: {fullpath}")
+        return []
--- a/glob/node_package.py
+++ b/glob/node_package.py
@@ -0,0 +1,72 @@
+from __future__ import annotations
+
+from dataclasses import dataclass
+import os
+
+from git_utils import get_commit_hash
+
+
+@dataclass
+class InstalledNodePackage:
+    """Information about an installed node package."""
+
+    id: str
+    fullpath: str
+    disabled: bool
+    version: str
+
+    @property
+    def is_unknown(self) -> bool:
+        return self.version == "unknown"
+
+    @property
+    def is_nightly(self) -> bool:
+        return self.version == "nightly"
+
+    @property
+    def is_from_cnr(self) -> bool:
+        return not self.is_unknown and not self.is_nightly
+
+    @property
+    def is_enabled(self) -> bool:
+        return not self.disabled
+
+    @property
+    def is_disabled(self) -> bool:
+        return self.disabled
+
+    def get_commit_hash(self) -> str:
+        return get_commit_hash(self.fullpath)
+
+    def isValid(self) -> bool:
+        if self.is_from_cnr:
+            return os.path.exists(os.path.join(self.fullpath, '.tracking'))
+
+        return True
+
+    @staticmethod
+    def from_fullpath(fullpath: str, resolve_from_path) -> InstalledNodePackage:
+        parent_folder_name = os.path.basename(os.path.dirname(fullpath))
+        module_name = os.path.basename(fullpath)
+
+        if module_name.endswith(".disabled"):
+            node_id = module_name[:-9]
+            disabled = True
+        elif parent_folder_name == ".disabled":
+            # Nodes under custom_nodes/.disabled/* are disabled
+            node_id = module_name
+            disabled = True
+        else:
+            node_id = module_name
+            disabled = False
+
+        info = resolve_from_path(fullpath)
+        if info is None:
+            version = 'unknown'
+        else:
+            node_id = info['id']    # robust module guessing
+            version = info['ver']
+
+        return InstalledNodePackage(
+            id=node_id, fullpath=fullpath, disabled=disabled, version=version
+        )
--- a/glob/security_check.py
+++ b/glob/security_check.py
@@ -2,6 +2,8 @@ import sys
 import subprocess
 import os

+import manager_util
+

 def security_check():
    print("[START] Security scan")
@@ -29,23 +31,48 @@ Detailed information: https://old.reddit.com/r/comfyui/comments/1dbls5n/psa_if_y
 2. Remove files: lolMiner*, 4G_Ethash_Linux_Readme.txt, mine* in ComfyUI dir.

 (Reinstall ComfyUI is recommended.)
+    """,
+    "ultralytics==8.3.41": f"""
+Execute following commands:
+    {sys.executable} -m pip uninstall ultralytics
+    {sys.executable} -m pip install ultralytics==8.3.40
+    
+And kill and remove /tmp/ultralytics_runner
+
+
+The version 8.3.41 to 8.3.42 of the Ultralytics package you installed is compromised. Please uninstall that version and reinstall the latest version.
+https://blog.comfy.org/comfyui-statement-on-the-ultralytics-crypto-miner-situation/
+    """,
+    "ultralytics==8.3.42": f"""
+Execute following commands:
+    {sys.executable} -m pip uninstall ultralytics
+    {sys.executable} -m pip install ultralytics==8.3.40
+
+And kill and remove /tmp/ultralytics_runner
+
+
+The version 8.3.41 to 8.3.42 of the Ultralytics package you installed is compromised. Please uninstall that version and reinstall the latest version.
+https://blog.comfy.org/comfyui-statement-on-the-ultralytics-crypto-miner-situation/
    """
             }

    node_blacklist = {"ComfyUI_LLMVISION": "ComfyUI_LLMVISION"}

-    pip_blacklist = {"AppleBotzz": "ComfyUI_LLMVISION"}
+    pip_blacklist = {
+        "AppleBotzz": "ComfyUI_LLMVISION",
+        "ultralytics==8.3.41": "ultralytics==8.3.41"
+    }

    file_blacklist = {
        "ComfyUI_LLMVISION": ["%LocalAppData%\\rundll64.exe"],
        "lolMiner": [os.path.join(comfyui_path, 'lolMiner')]
    }

-    installed_pips = subprocess.check_output([sys.executable, '-m', "pip", "freeze"], text=True)
+    installed_pips = subprocess.check_output(manager_util.make_pip_cmd(["freeze"]), text=True)

    detected = set()
    try:
-        anthropic_info = subprocess.check_output([sys.executable, '-m', "pip", "show", "anthropic"], text=True, stderr=subprocess.DEVNULL)
+        anthropic_info = subprocess.check_output(manager_util.make_pip_cmd(["show", "anthropic"]), text=True, stderr=subprocess.DEVNULL)
        anthropic_reqs = [x for x in anthropic_info.split('\n') if x.startswith("Requires")][0].split(': ')[1]
        if "pycrypto" in anthropic_reqs:
            location = [x for x in anthropic_info.split('\n') if x.startswith("Location")][0].split(': ')[1]
@@ -84,7 +111,7 @@ Detailed information: https://old.reddit.com/r/comfyui/comments/1dbls5n/psa_if_y

        for x in detected:
            print(f"\n======== TARGET: {x} =========")
-            print(f"\nTODO:")
+            print("\nTODO:")
            print(guide.get(x))

        exit(-1)
--- a/glob/share_3rdparty.py
+++ b/glob/share_3rdparty.py
@@ -65,10 +65,10 @@ async def share_option(request):


 def get_openart_auth():
-    if not os.path.exists(os.path.join(core.comfyui_manager_path, ".openart_key")):
+    if not os.path.exists(os.path.join(core.manager_files_path, ".openart_key")):
        return None
    try:
-        with open(os.path.join(core.comfyui_manager_path, ".openart_key"), "r") as f:
+        with open(os.path.join(core.manager_files_path, ".openart_key"), "r") as f:
            openart_key = f.read().strip()
        return openart_key if openart_key else None
    except:
@@ -76,10 +76,10 @@ def get_openart_auth():


 def get_matrix_auth():
-    if not os.path.exists(os.path.join(core.comfyui_manager_path, "matrix_auth")):
+    if not os.path.exists(os.path.join(core.manager_files_path, "matrix_auth")):
        return None
    try:
-        with open(os.path.join(core.comfyui_manager_path, "matrix_auth"), "r") as f:
+        with open(os.path.join(core.manager_files_path, "matrix_auth"), "r") as f:
            matrix_auth = f.read()
            homeserver, username, password = matrix_auth.strip().split("\n")
            if not homeserver or not username or not password:
@@ -94,10 +94,10 @@ def get_matrix_auth():


 def get_comfyworkflows_auth():
-    if not os.path.exists(os.path.join(core.comfyui_manager_path, "comfyworkflows_sharekey")):
+    if not os.path.exists(os.path.join(core.manager_files_path, "comfyworkflows_sharekey")):
        return None
    try:
-        with open(os.path.join(core.comfyui_manager_path, "comfyworkflows_sharekey"), "r") as f:
+        with open(os.path.join(core.manager_files_path, "comfyworkflows_sharekey"), "r") as f:
            share_key = f.read()
            if not share_key.strip():
                return None
@@ -107,10 +107,10 @@ def get_comfyworkflows_auth():


 def get_youml_settings():
-    if not os.path.exists(os.path.join(core.comfyui_manager_path, ".youml")):
+    if not os.path.exists(os.path.join(core.manager_files_path, ".youml")):
        return None
    try:
-        with open(os.path.join(core.comfyui_manager_path, ".youml"), "r") as f:
+        with open(os.path.join(core.manager_files_path, ".youml"), "r") as f:
            youml_settings = f.read().strip()
        return youml_settings if youml_settings else None
    except:
@@ -118,7 +118,7 @@ def get_youml_settings():


 def set_youml_settings(settings):
-    with open(os.path.join(core.comfyui_manager_path, ".youml"), "w") as f:
+    with open(os.path.join(core.manager_files_path, ".youml"), "w") as f:
        f.write(settings)


@@ -135,7 +135,7 @@ async def api_get_openart_auth(request):
 async def api_set_openart_auth(request):
    json_data = await request.json()
    openart_key = json_data['openart_key']
-    with open(os.path.join(core.comfyui_manager_path, ".openart_key"), "w") as f:
+    with open(os.path.join(core.manager_files_path, ".openart_key"), "w") as f:
        f.write(openart_key)
    return web.Response(status=200)

@@ -178,16 +178,14 @@ async def api_get_comfyworkflows_auth(request):
@PromptServer.instance.routes.post("/manager/set_esheep_workflow_and_images")
 async def set_esheep_workflow_and_images(request):
    json_data = await request.json()
-    current_workflow = json_data['workflow']
-    images = json_data['images']
-    with open(os.path.join(core.comfyui_manager_path, "esheep_share_message.json"), "w", encoding='utf-8') as file:
+    with open(os.path.join(core.manager_files_path, "esheep_share_message.json"), "w", encoding='utf-8') as file:
        json.dump(json_data, file, indent=4)
        return web.Response(status=200)


@PromptServer.instance.routes.get("/manager/get_esheep_workflow_and_images")
 async def get_esheep_workflow_and_images(request):
-    with open(os.path.join(core.comfyui_manager_path, "esheep_share_message.json"), 'r', encoding='utf-8') as file:
+    with open(os.path.join(core.manager_files_path, "esheep_share_message.json"), 'r', encoding='utf-8') as file:
        data = json.load(file)
        return web.Response(status=200, text=json.dumps(data))

@@ -196,12 +194,12 @@ def set_matrix_auth(json_data):
    homeserver = json_data['homeserver']
    username = json_data['username']
    password = json_data['password']
-    with open(os.path.join(core.comfyui_manager_path, "matrix_auth"), "w") as f:
+    with open(os.path.join(core.manager_files_path, "matrix_auth"), "w") as f:
        f.write("\n".join([homeserver, username, password]))


 def set_comfyworkflows_auth(comfyworkflows_sharekey):
-    with open(os.path.join(core.comfyui_manager_path, "comfyworkflows_sharekey"), "w") as f:
+    with open(os.path.join(core.manager_files_path, "comfyworkflows_sharekey"), "w") as f:
        f.write(comfyworkflows_sharekey)


@@ -319,7 +317,7 @@ async def share_art(request):
            form.add_field("shareWorkflowTitle", title)
            form.add_field("shareWorkflowDescription", description)
            form.add_field("shareWorkflowIsNSFW", str(is_nsfw).lower())
-            form.add_field("currentSnapshot", json.dumps(core.get_current_snapshot()))
+            form.add_field("currentSnapshot", json.dumps(await core.get_current_snapshot()))
            form.add_field("modelsInfo", json.dumps(models_info))

            async with session.post(
@@ -368,9 +366,9 @@ async def share_art(request):
                text_content += f"{description}\n"
            if credits:
                text_content += f"\ncredits: {credits}\n"
-            response = matrix.send_message(comfyui_share_room_id, text_content)
-            response = matrix.send_content(comfyui_share_room_id, mxc_url, filename, 'm.image')
-            response = matrix.send_content(comfyui_share_room_id, workflow_json_mxc_url, 'workflow.json', 'm.file')
+            matrix.send_message(comfyui_share_room_id, text_content)
+            matrix.send_content(comfyui_share_room_id, mxc_url, filename, 'm.image')
+            matrix.send_content(comfyui_share_room_id, workflow_json_mxc_url, 'workflow.json', 'm.file')
        except:
            import traceback
            traceback.print_exc()
--- a/js/README.md
+++ b/js/README.md
@@ -0,0 +1,50 @@
+# ComfyUI-Manager: Frontend (js)
+
+This directory contains the JavaScript frontend implementation for ComfyUI-Manager, providing the user interface components that interact with the backend API.
+
+## Core Components
+
+- **comfyui-manager.js**: Main entry point that initializes the manager UI and integrates with ComfyUI.
+- **custom-nodes-manager.js**: Implements the UI for browsing, installing, and managing custom nodes.
+- **model-manager.js**: Handles the model management interface for downloading and organizing AI models.
+- **components-manager.js**: Manages reusable workflow components system.
+- **snapshot.js**: Implements the snapshot system for backing up and restoring installations.
+
+## Sharing Components
+
+- **comfyui-share-common.js**: Base functionality for workflow sharing features.
+- **comfyui-share-copus.js**: Integration with the ComfyUI Opus sharing platform.
+- **comfyui-share-openart.js**: Integration with the OpenArt sharing platform.
+- **comfyui-share-youml.js**: Integration with the YouML sharing platform.
+
+## Utility Components
+
+- **cm-api.js**: Client-side API wrapper for communication with the backend.
+- **common.js**: Shared utilities and helper functions used across the frontend.
+- **node_fixer.js**: Utilities for fixing disconnected links and repairing malformed nodes by recreating them while preserving connections.
+- **popover-helper.js**: UI component for popup tooltips and contextual information.
+- **turbogrid.esm.js**: Grid component library - https://github.com/cenfun/turbogrid
+- **workflow-metadata.js**: Handles workflow metadata parsing, validation and cross-repository compatibility including versioning, dependencies tracking, and resource management.
+
+## Architecture
+
+The frontend follows a modular component-based architecture:
+
+1. **Integration Layer**: Connects with ComfyUI's existing UI system
+2. **Manager Components**: Individual functional UI components (node manager, model manager, etc.)
+3. **Sharing Components**: Platform-specific sharing implementations
+4. **Utility Layer**: Reusable UI components and helpers
+
+## Implementation Details
+
+- The frontend integrates directly with ComfyUI's UI system through `app.js`
+- Dialog-based UI for most manager functions to avoid cluttering the main interface
+- Asynchronous API calls to handle backend operations without blocking the UI
+
+## Styling
+
+CSS files are included for specific components:
+- **custom-nodes-manager.css**: Styling for the node management UI
+- **model-manager.css**: Styling for the model management UI
+
+This frontend implementation provides a comprehensive yet user-friendly interface for managing the ComfyUI ecosystem.
--- a/js/cm-api.js
+++ b/js/cm-api.js
@@ -1,6 +1,6 @@
 import { api } from "../../scripts/api.js";
 import { app } from "../../scripts/app.js";
-import { sleep } from "./common.js";
+import { sleep, customConfirm, customAlert } from "./common.js";

 async function tryInstallCustomNode(event) {
 	let msg = '-= [ComfyUI Manager] extension installation request =-\n\n';
@@ -19,11 +19,10 @@ async function tryInstallCustomNode(event) {
 	msg += `\n\nRequest message:\n${event.detail.msg}`;

 	if(event.detail.target.installed == 'True') {
-		alert(msg);
+		customAlert(msg);
 		return;
 	}
-
-	let res = confirm(msg);
+	const res = await customConfirm(msg);
 	if(res) {
 		if(event.detail.target.installed == 'Disabled') {
 			const response = await api.fetchApi(`/customnode/toggle_active`, {
@@ -46,6 +45,11 @@ async function tryInstallCustomNode(event) {
 				show_message('This action is not allowed with this security level configuration.');
 				return false;
 			}
+			else if(response.status == 400) {
+				let msg = await res.text();
+				show_message(msg);
+				return false;
+			}
 		}

 		let response = await api.fetchApi("/manager/reboot");
--- a/js/comfyui-manager.js
+++ b/js/comfyui-manager.js
--- a/js/comfyui-share-common.js
+++ b/js/comfyui-share-common.js
@@ -4,6 +4,7 @@ import { $el, ComfyDialog } from "../../scripts/ui.js";
 import { CopusShareDialog } from "./comfyui-share-copus.js";
 import { OpenArtShareDialog } from "./comfyui-share-openart.js";
 import { YouMLShareDialog } from "./comfyui-share-youml.js";
+import { customAlert } from "./common.js";

 export const SUPPORTED_OUTPUT_NODE_TYPES = [
 	"PreviewImage",
@@ -252,9 +253,9 @@ export const showShareDialog = async (share_option) => {
        if (potential_output_nodes.length === 0) {
          // todo: add support for other output node types (animatediff combine, etc.)
          const supported_nodes_string = SUPPORTED_OUTPUT_NODE_TYPES.join(", ");
-          alert(`No supported output node found (${supported_nodes_string}). To share this workflow, please add an output node to your graph and re-run your prompt.`);
+          customAlert(`No supported output node found (${supported_nodes_string}). To share this workflow, please add an output node to your graph and re-run your prompt.`);
        } else {
-          alert("To share this, first run a prompt. Once it's done, click 'Share'.\n\nNOTE: Images of the Share target can only be selected in the PreviewImage, SaveImage, and VHS_VideoCombine nodes. In the case of VHS_VideoCombine, only the image/gif and image/webp formats are supported.");
+          customAlert("To share this, first run a prompt. Once it's done, click 'Share'.\n\nNOTE: Images of the Share target can only be selected in the PreviewImage, SaveImage, and VHS_VideoCombine nodes. In the case of VHS_VideoCombine, only the image/gif and image/webp formats are supported.");
        }
        return false;
      }
@@ -336,7 +337,7 @@ export class ShareDialogChooser extends ComfyDialog {
 				key: "Copus",
 				textContent: "Copus",
 				website: "https://www.copus.io",
-				description: "🔴 Permanently store and secure ownership of your workflow on the open-source platform: <a style='color:var(--input-text);' href='https://copus.io' target='_blank'>Copus.io</a>",
+				description: "🔴 Earn simple. Get paid from your ComfyUI workflows—no revenue sharing. Ever.",
 				onclick: () => {
 					showCopusShareDialog();
 				  this.close();
@@ -356,7 +357,8 @@ export class ShareDialogChooser extends ComfyDialog {
 			});

 			buttons.forEach(b => {
-				const button = $el("button", {
+				const button = $el("button", 
+					{
 					type: "button",
 					textContent: b.textContent,
 					onclick: b.onclick,
@@ -369,8 +371,14 @@ export class ShareDialogChooser extends ComfyDialog {
 						'padding': '5px 5px',
 						'margin-bottom': '5px',
 						'transition': 'background-color 0.3s',
+						'position':'relative'
 					}
-				});
+				},
+				[
+					$el("span", { style: { 
+					 } }),
+				]
+			);
 				button.addEventListener('mouseover', () => {
 					button.style.backgroundColor = '#007BFF'; // Change color on hover
 				});
@@ -388,6 +396,28 @@ export class ShareDialogChooser extends ComfyDialog {
 					},
 				});

+				const copus_ui =$el("div", { style: { 
+					'position': 'absolute',
+					'height': '100%',
+					'left': '-25px',
+					'top': '-26px',
+					'width': '100%',
+					'z-index':'-1',
+					'background':'url("https://static.copus.io/images/client/202412/test/f28ac6ef8f4c6f3d5d50856a272ed02c.png")',
+					'background-repeat': 'no-repeat',
+				} });
+				const copus_ui_bottom =$el("div", { style: { 
+					'position': 'absolute',
+					'height': '100%',
+					'left': '25px',
+					'bottom': '-26px',
+					'width': '100%',
+					'transform':'scale(-1, -1)',
+					'z-index':'-1',
+					'background':'url("https://static.copus.io/images/client/202412/test/f28ac6ef8f4c6f3d5d50856a272ed02c.png")',
+					'background-repeat': 'no-repeat',
+				} });
+
 				const websiteLink = $el("a", {
 					textContent: "🌐 Website",
 					href: b.website,
@@ -417,7 +447,6 @@ export class ShareDialogChooser extends ComfyDialog {
 						'margin-bottom': '10px',
 					}
 				}, [button, websiteLink]);
-
 				const column = $el("div", {
 					style: {
 						'flex-basis': '100%',
@@ -426,8 +455,17 @@ export class ShareDialogChooser extends ComfyDialog {
 						'border': '1px solid #ddd',
 						'border-radius': '5px',
 						'box-shadow': '0 2px 4px rgba(0, 0, 0, 0.1)',
+						'position':'relative'
 					}
-				}, [buttonLinkContainer, description]);
+				}, [buttonLinkContainer, description
+					, 
+					b.key ==='Copus' ?
+					copus_ui
+					:'',
+					b.key ==='Copus' ?
+					copus_ui_bottom
+					:'',
+				]);

 				container.appendChild(column);
 			});
@@ -475,7 +513,7 @@ export class ShareDialogChooser extends ComfyDialog {
 	}
 	show() {
 		this.element.style.display = "block";
-		this.element.style.zIndex = 10001;
+		this.element.style.zIndex = 1099;
 	}
 }
 export class ShareDialog extends ComfyDialog {
@@ -824,7 +862,7 @@ export class ShareDialog extends ComfyDialog {
 			if (destinations.includes("matrix")) {
 				let definedMatrixAuth = !!this.matrix_homeserver_input.value && !!this.matrix_username_input.value && !!this.matrix_password_input.value;
 				if (!definedMatrixAuth) {
-					alert("Please set your Matrix account details.");
+					customAlert("Please set your Matrix account details.");
 					return;
 				}
 			}
@@ -841,9 +879,9 @@ export class ShareDialog extends ComfyDialog {
 				if (potential_output_nodes.length === 0) {
 					// todo: add support for other output node types (animatediff combine, etc.)
 					const supported_nodes_string = SUPPORTED_OUTPUT_NODE_TYPES.join(", ");
-					alert(`No supported output node found (${supported_nodes_string}). To share this workflow, please add an output node to your graph and re-run your prompt.`);
+					customAlert(`No supported output node found (${supported_nodes_string}). To share this workflow, please add an output node to your graph and re-run your prompt.`);
 				} else {
-					alert("To share this, first run a prompt. Once it's done, click 'Share'.\n\nNOTE: Images of the Share target can only be selected in the PreviewImage, SaveImage, and VHS_VideoCombine nodes. In the case of VHS_VideoCombine, only the image/gif and image/webp formats are supported.");
+					customAlert("To share this, first run a prompt. Once it's done, click 'Share'.\n\nNOTE: Images of the Share target can only be selected in the PreviewImage, SaveImage, and VHS_VideoCombine nodes. In the case of VHS_VideoCombine, only the image/gif and image/webp formats are supported.");
 				}
 				this.selectedOutputIndex = 0;
 				this.close();
@@ -881,16 +919,16 @@ export class ShareDialog extends ComfyDialog {
 				try {
 					const response_json = await response.json();
 					if (response_json.error) {
-						alert(response_json.error);
+						customAlert(response_json.error);
 						this.close();
 						return;
 					} else {
-						alert("Failed to share your art. Please try again.");
+						customAlert("Failed to share your art. Please try again.");
 						this.close();
 						return;
 					}
 				} catch (e) {
-					alert("Failed to share your art. Please try again.");
+					customAlert("Failed to share your art. Please try again.");
 					this.close();
 					return;
 				}
--- a/js/comfyui-share-copus.js
+++ b/js/comfyui-share-copus.js
@@ -1,13 +1,15 @@
 import { app } from "../../scripts/app.js";
 import { $el, ComfyDialog } from "../../scripts/ui.js";
+import { customAlert } from "./common.js";
+
 const env = "prod";

 let DEFAULT_HOMEPAGE_URL = "https://copus.io";

-let API_ENDPOINT = "https://api.client.prod.copus.io/copus-client";
+let API_ENDPOINT = "https://api.client.prod.copus.io";

 if (env !== "prod") {
-  API_ENDPOINT = "https://api.dev.copus.io/copus-client";
+  API_ENDPOINT = "https://api.test.copus.io";
  DEFAULT_HOMEPAGE_URL = "https://test.copus.io";
 }

@@ -61,6 +63,7 @@ export class CopusShareDialog extends ComfyDialog {
      [$el("div.comfy-modal-content", {}, [...this.createButtons()])]
    );
    this.selectedOutputIndex = 0;
+    this.selectedOutput_lock = 0;
    this.selectedNodeId = null;
    this.uploadedImages = [];
    this.allFilesImages = [];
@@ -68,7 +71,7 @@ export class CopusShareDialog extends ComfyDialog {
    this.allFiles = [];
    this.titleNum = 0;
  }
-  
+
  createButtons() {
    const inputStyle = {
      display: "block",
@@ -190,10 +193,36 @@ export class CopusShareDialog extends ComfyDialog {
      type: "text",
      placeholder: "Subtitle (Optional)",
      style: inputStyle,
-      maxLength: "70",
+      maxLength: "350",
      oninput: () => {
        const titleNum = this.SubTitleInput.value.length;
-        subTitleNumDom.textContent = `${titleNum}/70`;
+        subTitleNumDom.textContent = `${titleNum}/350`;
+      },
+    });
+    this.LockInput = $el("input", {
+      type: "text",
+      placeholder: "",
+      style: {
+        width: "100px",
+        padding: "7px",
+        borderRadius: "4px",
+        border: "1px solid #ddd",
+        boxSizing: "border-box",
+      },
+      oninput: (event) => {
+        let input = event.target.value;
+        // Use a regular expression to match a number with up to two decimal places
+        const regex = /^\d*\.?\d{0,2}$/;
+        if (!regex.test(input)) {
+          // If the input doesn't match, remove the last entered character
+          event.target.value = input.slice(0, -1);
+        }
+        const numericValue = parseFloat(input);
+        if (numericValue > 9999) {
+          input = "9999";
+        }
+        // Update the input field with the valid value
+        event.target.value = input;
      },
    });
    this.descriptionInput = $el("textarea", {
@@ -272,7 +301,7 @@ export class CopusShareDialog extends ComfyDialog {
      },
      []
    );
-    
+
    const titleNumDom = $el(
      "label",
      {
@@ -297,7 +326,7 @@ export class CopusShareDialog extends ComfyDialog {
          color: "#999",
        },
      },
-      ["0/70"]
+      ["0/350"]
    );
    const descriptionNumDom = $el(
      "label",
@@ -313,15 +342,11 @@ export class CopusShareDialog extends ComfyDialog {
      ["0/70"]
    );
    // Additional Inputs Section
-    const additionalInputsSection = $el(
-      "div",
-      { style: { ...sectionStyle,  } },
-      [
-        $el("label", { style: labelStyle }, ["3️⃣ Title "]),
-        this.TitleInput,
-        titleNumDom,
-      ]
-    );
+    const additionalInputsSection = $el("div", { style: { ...sectionStyle } }, [
+      $el("label", { style: labelStyle }, ["3️⃣ Title "]),
+      this.TitleInput,
+      titleNumDom,
+    ]);
    const SubtitleSection = $el("div", { style: sectionStyle }, [
      $el("label", { style: labelStyle }, ["4️⃣ Subtitle "]),
      this.SubTitleInput,
@@ -333,6 +358,93 @@ export class CopusShareDialog extends ComfyDialog {
      // descriptionNumDom,
    ]);
    // switch  between outputs section and additional inputs section
+    this.radioButtons_lock = [];
+
+    this.radioButtonsCheck_lock = $el("input", {
+      type: "radio",
+      name: "output_type_lock",
+      value: "0",
+      id: "blockchain1_lock",
+      checked: true,
+    });
+    this.radioButtonsCheckOff_lock = $el("input", {
+      type: "radio",
+      name: "output_type_lock",
+      value: "1",
+      id: "blockchain_lock",
+    });
+
+    const blockChainSection_lock = $el("div", { style: sectionStyle }, [
+      $el("label", { style: labelStyle }, ["6️⃣ Pay to download"]),
+      $el(
+        "label",
+        {
+          style: {
+            marginTop: "10px",
+            display: "flex",
+            alignItems: "center",
+            cursor: "pointer",
+          },
+        },
+        [
+          this.radioButtonsCheck_lock,
+          $el(
+            "div",
+            {
+              style: {
+                marginLeft: "5px",
+                display: "flex",
+                alignItems: "center",
+              },
+            },
+            [
+              $el("span", { style: { marginLeft: "5px" } }, ["ON"]),
+              $el(
+                "span",
+                {
+                  style: {
+                    marginLeft: "20px",
+                    marginRight: "10px",
+                    color: "#fff",
+                  },
+                },
+                ["Price US$"]
+              ),
+              this.LockInput,
+            ]
+          ),
+        ]
+      ),
+      $el(
+        "label",
+        { style: { display: "flex", alignItems: "center", cursor: "pointer" } },
+        [
+          this.radioButtonsCheckOff_lock,
+            $el(
+            "div",
+            {
+              style: {
+                marginLeft: "5px",
+                display: "flex",
+                alignItems: "center",
+              },
+            },
+            [
+              $el("span", { style: { marginLeft: "5px" } }, ["OFF"]),
+            ]
+          ),
+        ]
+      ),
+
+      $el(
+        "p",
+        { style: { fontSize: "16px", color: "#fff", margin: "10px 0 0 0" } },
+        [
+          "Get paid from your workflow. You can change the price and withdraw your earnings on Copus.",
+        ]
+      ),
+    ]);
+
    this.radioButtons = [];

    this.radioButtonsCheck = $el("input", {
@@ -350,7 +462,7 @@ export class CopusShareDialog extends ComfyDialog {
    });

    const blockChainSection = $el("div", { style: sectionStyle }, [
-      $el("label", { style: labelStyle }, ["6️⃣ Store on blockchain "]),
+      $el("label", { style: labelStyle }, ["8️⃣ Store on blockchain "]),
      $el(
        "label",
        {
@@ -380,6 +492,141 @@ export class CopusShareDialog extends ComfyDialog {
        ["Secure ownership with a permanent & decentralized storage"]
      ),
    ]);
+
+    this.ratingRadioButtonsCheck0 = $el("input", {
+      type: "radio",
+      name: "content_rating",
+      value: "0",
+      id: "content_rating0",
+    });
+    this.ratingRadioButtonsCheck1 = $el("input", {
+      type: "radio",
+      name: "content_rating",
+      value: "1",
+      id: "content_rating1",
+    });
+    this.ratingRadioButtonsCheck2 = $el("input", {
+      type: "radio",
+      name: "content_rating",
+      value: "2",
+      id: "content_rating2",
+    });
+    this.ratingRadioButtonsCheck_1 = $el("input", {
+      type: "radio",
+      name: "content_rating",
+      value: "-1",
+      id: "content_rating_1",
+      checked: true,
+    });
+
+    // content rating
+    const contentRatingSection = $el("div", { style: sectionStyle }, [
+      $el("label", { style: labelStyle }, ["7️⃣ Content rating "]),
+      $el(
+        "label",
+        {
+          style: {
+            marginTop: "10px",
+            display: "flex",
+            alignItems: "center",
+            cursor: "pointer",
+          },
+        },
+        [
+          this.ratingRadioButtonsCheck0,
+          $el("img", {
+            style: {
+              width: "12px",
+              height: "12px",
+              marginLeft: "5px",
+            },
+            src: "https://static.copus.io/images/client/202507/test/b9f17da83b054d53cd0cb4508c2c30dc.png",
+          }),
+          $el("span", { style: { marginLeft: "5px", color: "#fff" } }, [
+            "All ages",
+          ]),
+        ]
+      ),
+      $el(
+        "p",
+        { style: { fontSize: "10px", color: "#fff", marginLeft: "20px" } },
+        ["Safe for all viewers; no profanity, violence, or mature themes."]
+      ),
+      $el(
+        "label",
+        { style: { display: "flex", alignItems: "center", cursor: "pointer" } },
+        [
+          this.ratingRadioButtonsCheck1,
+          $el("img", {
+            style: {
+              width: "12px",
+              height: "12px",
+              marginLeft: "5px",
+            },
+            src: "https://static.copus.io/images/client/202507/test/7848bc0d3690671df21c7cf00c4cfc81.png",
+          }),
+          $el("span", { style: { marginLeft: "5px", color: "#fff" } }, [
+            "13+ (Teen)",
+          ]),
+        ]
+      ),
+      $el(
+        "p",
+        { style: { fontSize: "10px", color: "#fff", marginLeft: "20px" } },
+        [
+          "Mild language, light themes, or cartoon violence; no explicit content. ",
+        ]
+      ),
+      $el(
+        "label",
+        { style: { display: "flex", alignItems: "center", cursor: "pointer" } },
+        [
+          this.ratingRadioButtonsCheck2,
+          $el("img", {
+            style: {
+              width: "12px",
+              height: "12px",
+              marginLeft: "5px",
+            },
+            src: "https://static.copus.io/images/client/202507/test/bc51839c208d68d91173e43c23bff039.png",
+          }),
+          $el("span", { style: { marginLeft: "5px", color: "#fff" } }, [
+            "18+ (Explicit)",
+          ]),
+        ]
+      ),
+      $el(
+        "p",
+        { style: { fontSize: "10px", color: "#fff", marginLeft: "20px" } },
+        [
+          "Explicit content, including sexual content, strong violence, or intense themes. ",
+        ]
+      ),
+      $el(
+        "label",
+        { style: { display: "flex", alignItems: "center", cursor: "pointer" } },
+        [
+          this.ratingRadioButtonsCheck_1,
+          $el("img", {
+            style: {
+              width: "12px",
+              height: "12px",
+              marginLeft: "5px",
+            },
+            src: "https://static.copus.io/images/client/202507/test/5c802fdcaaea4e7bbed37393eec0d5ba.png",
+          }),
+          $el("span", { style: { marginLeft: "5px", color: "#fff" } }, [
+            "Not Rated",
+          ]),
+        ]
+      ),
+      $el(
+        "p",
+        { style: { fontSize: "10px", color: "#fff", marginLeft: "20px" } },
+        ["No age rating provided."]
+      ),
+    ]);
+
    // Message Section
    this.message = $el(
      "div",
@@ -441,6 +688,8 @@ export class CopusShareDialog extends ComfyDialog {
      SubtitleSection,
      DescriptionSection,
      // contestSection,
+      blockChainSection_lock,
+      contentRatingSection,
      blockChainSection,
      this.message,
      buttonsSection,
@@ -449,7 +698,7 @@ export class CopusShareDialog extends ComfyDialog {
    return layout;
  }
  /**
-   * api 
+   * api
   * @param {url} path
   * @param {params} options
   * @param {statusText} statusText
@@ -502,7 +751,9 @@ export class CopusShareDialog extends ComfyDialog {
          url: data,
        });
      } else {
-        throw new Error("make sure your API key is correct and try again later");
+        throw new Error(
+          "make sure your API key is correct and try again later"
+        );
      }
    } catch (e) {
      if (e?.response?.status === 413) {
@@ -520,7 +771,7 @@ export class CopusShareDialog extends ComfyDialog {
      this.shareButton.textContent = "Sharing...";
      await this.share();
    } catch (e) {
-      alert(e.message);
+      customAlert(e.message);
    }
    this.shareButton.disabled = false;
    this.shareButton.textContent = "Share";
@@ -543,6 +794,15 @@ export class CopusShareDialog extends ComfyDialog {
      subTitle: this.SubTitleInput.value,
      content: this.descriptionInput.value,
      storeOnChain: this.radioButtonsCheck.checked ? true : false,
+      lockState: this.radioButtonsCheck_lock.checked ? 2 : 0,
+      unlockPrice: this.LockInput.value,
+      rating: this.ratingRadioButtonsCheck0.checked
+        ? 0
+        : this.ratingRadioButtonsCheck1.checked
+        ? 1
+        : this.ratingRadioButtonsCheck2.checked
+        ? 2
+        : -1,
    };

    if (!this.keyInput.value) {
@@ -557,6 +817,12 @@ export class CopusShareDialog extends ComfyDialog {
      throw new Error("Title is required");
    }

+    if (this.radioButtonsCheck_lock.checked) {
+      if (!this.LockInput.value) {
+        throw new Error("Price is required");
+      }
+    }
+
    if (!this.uploadedImages.length) {
      if (this.selectedFile) {
        await this.uploadThumbnail(this.selectedFile);
@@ -602,23 +868,23 @@ export class CopusShareDialog extends ComfyDialog {
        "Uploading workflow..."
      );

-     if (res.status && res.data.status && res.data) {
-      localStorage.setItem("copus_token",this.keyInput.value);
-       const { data } = res.data;
-       if (data) {
-         const url = `${DEFAULT_HOMEPAGE_URL}/work/${data}`;
-         this.message.innerHTML = `Workflow has been shared successfully. <a href="${url}" target="_blank">Click here to view it.</a>`;
-         this.previewImage.src = "";
-         this.previewImage.style.display = "none";
-         this.uploadedImages = [];
-         this.allFilesImages = [];
-         this.allFiles = [];
-         this.TitleInput.value = "";
-         this.SubTitleInput.value = "";
-         this.descriptionInput.value = "";
-         this.selectedFile = null;
-       }
-     }
+      if (res.status && res.data.status && res.data) {
+        localStorage.setItem("copus_token", this.keyInput.value);
+        const { data } = res.data;
+        if (data) {
+          const url = `${DEFAULT_HOMEPAGE_URL}/work/${data}`;
+          this.message.innerHTML = `Workflow has been shared successfully. <a href="${url}" target="_blank">Click here to view it.</a>`;
+          this.previewImage.src = "";
+          this.previewImage.style.display = "none";
+          this.uploadedImages = [];
+          this.allFilesImages = [];
+          this.allFiles = [];
+          this.TitleInput.value = "";
+          this.SubTitleInput.value = "";
+          this.descriptionInput.value = "";
+          this.selectedFile = null;
+        }
+      }
    } catch (e) {
      throw new Error("Error sharing workflow: " + e.message);
    }
@@ -664,7 +930,7 @@ export class CopusShareDialog extends ComfyDialog {
    this.element.style.display = "block";
    this.previewImage.src = "";
    this.previewImage.style.display = "none";
-    this.keyInput.value = apiToken!=null?apiToken:"";
+    this.keyInput.value = apiToken != null ? apiToken : "";
    this.uploadedImages = [];
    this.allFilesImages = [];
    this.allFiles = [];
--- a/js/comfyui-share-openart.js
+++ b/js/comfyui-share-openart.js
@@ -1,6 +1,7 @@
 import {app} from "../../scripts/app.js";
 import {api} from "../../scripts/api.js";
 import {ComfyDialog, $el} from "../../scripts/ui.js";
+import { customAlert } from "./common.js";

 const LOCAL_STORAGE_KEY = "openart_comfy_workflow_key";
 const DEFAULT_HOMEPAGE_URL = "https://openart.ai/workflows/dev?developer=true";
@@ -431,7 +432,7 @@ export class OpenArtShareDialog extends ComfyDialog {
      this.shareButton.textContent = "Sharing...";
      await this.share();
    } catch (e) {
-      alert(e.message);
+      customAlert(e.message);
    }
    this.shareButton.disabled = false;
    this.shareButton.textContent = "Share";
--- a/js/comfyui-share-youml.js
+++ b/js/comfyui-share-youml.js
@@ -1,6 +1,7 @@
 import {app} from "../../scripts/app.js";
 import {api} from "../../scripts/api.js";
 import {ComfyDialog, $el} from "../../scripts/ui.js";
+import { customAlert } from "./common.js";

 const BASE_URL = "https://youml.com";
 //const BASE_URL = "http://localhost:3000";
@@ -347,7 +348,7 @@ export class YouMLShareDialog extends ComfyDialog {
      this.shareButton.textContent = "Sharing...";
      await this.share();
    } catch (e) {
-      alert(e.message);
+      customAlert(e.message);
    } finally {
      this.shareButton.disabled = false;
      this.shareButton.textContent = "Share";
--- a/js/common.js
+++ b/js/common.js
@@ -1,30 +1,187 @@
 import { app } from "../../scripts/app.js";
 import { api } from "../../scripts/api.js";
 import { $el, ComfyDialog } from "../../scripts/ui.js";
+import { getBestPosition, getPositionStyle, getRect } from './popover-helper.js';
+
+
+function internalCustomConfirm(message, confirmMessage, cancelMessage) {
+	return new Promise((resolve) => {
+		// transparent bg
+		const modalOverlay = document.createElement('div');
+		modalOverlay.style.position = 'fixed';
+		modalOverlay.style.top = 0;
+		modalOverlay.style.left = 0;
+		modalOverlay.style.width = '100%';
+		modalOverlay.style.height = '100%';
+		modalOverlay.style.backgroundColor = 'rgba(0, 0, 0, 0.8)';
+		modalOverlay.style.display = 'flex';
+		modalOverlay.style.alignItems = 'center';
+		modalOverlay.style.justifyContent = 'center';
+		modalOverlay.style.zIndex = '1101';
+
+		// Modal window container (dark bg)
+		const modalDialog = document.createElement('div');
+		modalDialog.style.backgroundColor = '#333';
+		modalDialog.style.padding = '20px';
+		modalDialog.style.borderRadius = '4px';
+		modalDialog.style.maxWidth = '400px';
+		modalDialog.style.width = '80%';
+		modalDialog.style.boxShadow = '0 2px 8px rgba(0, 0, 0, 0.5)';
+		modalDialog.style.color = '#fff';
+
+		// Display message
+		const modalMessage = document.createElement('p');
+		modalMessage.textContent = message;
+		modalMessage.style.margin = '0';
+		modalMessage.style.padding = '0 0 20px';
+		modalMessage.style.wordBreak = 'keep-all';
+
+		// Button container
+		const modalButtons = document.createElement('div');
+		modalButtons.style.display = 'flex';
+		modalButtons.style.justifyContent = 'flex-end';
+
+		// Confirm button (green)
+		const confirmButton = document.createElement('button');
+		if(confirmMessage)
+			confirmButton.textContent = confirmMessage;
+		else
+			confirmButton.textContent = 'Confirm';
+		confirmButton.style.marginLeft = '10px';
+		confirmButton.style.backgroundColor = '#28a745'; // green
+		confirmButton.style.color = '#fff';
+		confirmButton.style.border = 'none';
+		confirmButton.style.padding = '6px 12px';
+		confirmButton.style.borderRadius = '4px';
+		confirmButton.style.cursor = 'pointer';
+		confirmButton.style.fontWeight = 'bold';
+
+		// Cancel button (red)
+		const cancelButton = document.createElement('button');
+		if(cancelMessage)
+			cancelButton.textContent = cancelMessage;
+		else
+			cancelButton.textContent = 'Cancel';
+
+		cancelButton.style.marginLeft = '10px';
+		cancelButton.style.backgroundColor = '#dc3545'; // red
+		cancelButton.style.color = '#fff';
+		cancelButton.style.border = 'none';
+		cancelButton.style.padding = '6px 12px';
+		cancelButton.style.borderRadius = '4px';
+		cancelButton.style.cursor = 'pointer';
+		cancelButton.style.fontWeight = 'bold';
+
+		const closeModal = () => {
+			document.body.removeChild(modalOverlay);
+		};
+
+		confirmButton.addEventListener('click', () => {
+			closeModal();
+			resolve(true);
+		});
+
+		cancelButton.addEventListener('click', () => {
+			closeModal();
+			resolve(false);
+		});
+
+		modalButtons.appendChild(confirmButton);
+		modalButtons.appendChild(cancelButton);
+		modalDialog.appendChild(modalMessage);
+		modalDialog.appendChild(modalButtons);
+		modalOverlay.appendChild(modalDialog);
+		document.body.appendChild(modalOverlay);
+	});
+}

 export function show_message(msg) {
 	app.ui.dialog.show(msg);
-	app.ui.dialog.element.style.zIndex = 10010;
+	app.ui.dialog.element.style.zIndex = 1100;
 }

 export async function sleep(ms) {
 	return new Promise(resolve => setTimeout(resolve, ms));
 }

-export function rebootAPI() {
-	if (confirm("Are you sure you'd like to reboot the server?")) {
-		try {
-			api.fetchApi("/manager/reboot");
-		}
-		catch(exception) {
+export async function customConfirm(message) {
+	try {
+		let res = await
+			window['app'].extensionManager.dialog
+			.confirm({
+				title: 'Confirm',
+				message: message
+			});

-		}
-		return true;
+		return res;
 	}
+	catch {
+		let res = await internalCustomConfirm(message);
+		return res;
+	}
+}
+
+
+export function customAlert(message) {
+	try {
+		window['app'].extensionManager.toast.addAlert(message);
+	}
+	catch {
+		alert(message);
+	}
+}
+
+export function infoToast(summary, message) {
+	try {
+		app.extensionManager.toast.add({
+			severity: 'info',
+			summary: summary,
+			detail: message,
+			life: 3000
+		})
+	}
+	catch {
+		// do nothing
+	}
+}
+
+
+export async function customPrompt(title, message) {
+	try {
+		let res = await
+				window['app'].extensionManager.dialog
+				.prompt({
+					title: title,
+					message: message
+				});
+
+		return res;
+	}
+	catch {
+		return prompt(title, message)
+	}
+}
+
+
+export function rebootAPI() {
+	if ('electronAPI' in window) {
+			window.electronAPI.restartApp();
+			return true;
+	}
+
+	customConfirm("Are you sure you'd like to reboot the server?").then((isConfirmed) => {
+		if (isConfirmed) {
+			try {
+				api.fetchApi("/manager/reboot");
+			}
+			catch(exception) {}
+		}
+	});

 	return false;
 }

+
 export var manager_instance = null;

 export function setManagerInstance(obj) {
@@ -231,10 +388,267 @@ export async function fetchData(route, options) {
 	}
 }

+// https://cenfun.github.io/open-icons/
 export const icons = {
 	search: '<svg viewBox="0 0 24 24" width="100%" height="100%" pointer-events="none" xmlns="http://www.w3.org/2000/svg"><path fill="none" stroke="currentColor" stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="m21 21-4.486-4.494M19 10.5a8.5 8.5 0 1 1-17 0 8.5 8.5 0 0 1 17 0"/></svg>',
-	extensions: '<svg viewBox="64 64 896 896" width="100%" height="100%" pointer-events="none" xmlns="http://www.w3.org/2000/svg"><path fill="currentColor" d="M843.5 737.4c-12.4-75.2-79.2-129.1-155.3-125.4S550.9 676 546 752c-153.5-4.8-208-40.7-199.1-113.7 3.3-27.3 19.8-41.9 50.1-49 18.4-4.3 38.8-4.9 57.3-3.2 1.7.2 3.5.3 5.2.5 11.3 2.7 22.8 5 34.3 6.8 34.1 5.6 68.8 8.4 101.8 6.6 92.8-5 156-45.9 159.2-132.7 3.1-84.1-54.7-143.7-147.9-183.6-29.9-12.8-61.6-22.7-93.3-30.2-14.3-3.4-26.3-5.7-35.2-7.2-7.9-75.9-71.5-133.8-147.8-134.4S189.7 168 180.5 243.8s40 146.3 114.2 163.9 149.9-23.3 175.7-95.1c9.4 1.7 18.7 3.6 28 5.8 28.2 6.6 56.4 15.4 82.4 26.6 70.7 30.2 109.3 70.1 107.5 119.9-1.6 44.6-33.6 65.2-96.2 68.6-27.5 1.5-57.6-.9-87.3-5.8-8.3-1.4-15.9-2.8-22.6-4.3-3.9-.8-6.6-1.5-7.8-1.8l-3.1-.6c-2.2-.3-5.9-.8-10.7-1.3-25-2.3-52.1-1.5-78.5 4.6-55.2 12.9-93.9 47.2-101.1 105.8-15.7 126.2 78.6 184.7 276 188.9 29.1 70.4 106.4 107.9 179.6 87 73.3-20.9 119.3-93.4 106.9-168.6M329.1 345.2a83.3 83.3 0 1 1 .01-166.61 83.3 83.3 0 0 1-.01 166.61M695.6 845a83.3 83.3 0 1 1 .01-166.61A83.3 83.3 0 0 1 695.6 845"/></svg>',
 	conflicts: '<svg viewBox="0 0 400 400" width="100%" height="100%" pointer-events="none" xmlns="http://www.w3.org/2000/svg"><path fill="currentColor" d="m397.2 350.4.2-.2-180-320-.2.2C213.8 24.2 207.4 20 200 20s-13.8 4.2-17.2 10.4l-.2-.2-180 320 .2.2c-1.6 2.8-2.8 6-2.8 9.6 0 11 9 20 20 20h360c11 0 20-9 20-20 0-3.6-1.2-6.8-2.8-9.6M220 340h-40v-40h40zm0-60h-40V120h40z"/></svg>',
 	passed: '<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 426.667 426.667"><path fill="#6AC259" d="M213.333,0C95.518,0,0,95.514,0,213.333s95.518,213.333,213.333,213.333c117.828,0,213.333-95.514,213.333-213.333S331.157,0,213.333,0z M174.199,322.918l-93.935-93.931l31.309-31.309l62.626,62.622l140.894-140.898l31.309,31.309L174.199,322.918z"/></svg>',
-	download: '<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" width="100%" height="100%" viewBox="0 0 32 32"><path fill="currentColor" d="M26 24v4H6v-4H4v4a2 2 0 0 0 2 2h20a2 2 0 0 0 2-2v-4zm0-10l-1.41-1.41L17 20.17V2h-2v18.17l-7.59-7.58L6 14l10 10l10-10z"></path></svg>'
-}
+	download: '<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" width="100%" height="100%" viewBox="0 0 32 32"><path fill="currentColor" d="M26 24v4H6v-4H4v4a2 2 0 0 0 2 2h20a2 2 0 0 0 2-2v-4zm0-10l-1.41-1.41L17 20.17V2h-2v18.17l-7.59-7.58L6 14l10 10l10-10z"></path></svg>',
+	close: '<svg xmlns="http://www.w3.org/2000/svg" pointer-events="none" width="100%" height="100%" viewBox="0 0 16 16"><g fill="currentColor"><path fill-rule="evenodd" clip-rule="evenodd" d="m7.116 8-4.558 4.558.884.884L8 8.884l4.558 4.558.884-.884L8.884 8l4.558-4.558-.884-.884L8 7.116 3.442 2.558l-.884.884L7.116 8z"/></g></svg>',
+	arrowRight: '<svg xmlns="http://www.w3.org/2000/svg" pointer-events="none" width="100%" height="100%" viewBox="0 0 20 20"><path fill="currentColor" fill-rule="evenodd" d="m2.542 2.154 7.254 7.26c.136.14.204.302.204.483a.73.73 0 0 1-.204.5l-7.575 7.398c-.383.317-.724.317-1.022 0-.299-.317-.299-.643 0-.98l7.08-6.918-6.754-6.763c-.237-.343-.215-.654.066-.935.281-.28.598-.295.951-.045Zm9 0 7.254 7.26c.136.14.204.302.204.483a.73.73 0 0 1-.204.5l-7.575 7.398c-.383.317-.724.317-1.022 0-.299-.317-.299-.643 0-.98l7.08-6.918-6.754-6.763c-.237-.343-.215-.654.066-.935.281-.28.598-.295.951-.045Z"/></svg>'
+}
+
+export function sanitizeHTML(str) {
+	return str
+		.replace(/&/g, "&amp;")
+		.replace(/</g, "&lt;")
+		.replace(/>/g, "&gt;")
+		.replace(/"/g, "&quot;")
+		.replace(/'/g, "&#039;");
+}
+
+export function showTerminal() {
+	try {
+		const panel = app.extensionManager.bottomPanel;
+		const isTerminalVisible = panel.bottomPanelVisible && panel.activeBottomPanelTab.id === 'logs-terminal';
+		if (!isTerminalVisible)
+			panel.toggleBottomPanelTab('logs-terminal');
+	}
+	catch(exception) {
+		// do nothing
+	}
+}
+
+let need_restart = false;
+
+export function setNeedRestart(value) {
+	need_restart = value;
+}
+
+async function onReconnected(event) {
+	if(need_restart) {
+		setNeedRestart(false);
+
+		const confirmed = await customConfirm("To apply the changes to the node pack's installation status, you need to refresh the browser. Would you like to refresh?");
+		if (!confirmed) {
+			return;
+		}
+
+		window.location.reload(true);
+	}
+}
+
+api.addEventListener('reconnected', onReconnected);
+
+const storeId = "comfyui-manager-grid";
+let timeId;
+export function storeColumnWidth(gridId, columnItem) {
+	clearTimeout(timeId);
+	timeId = setTimeout(() => {
+		let data = {};
+		const dataStr = localStorage.getItem(storeId);
+		if (dataStr) {
+			try {
+				data = JSON.parse(dataStr);
+			} catch (e) {}
+		}
+
+		if (!data[gridId]) {
+			data[gridId] =  {};
+		}
+
+		data[gridId][columnItem.id] = columnItem.width;
+
+		localStorage.setItem(storeId, JSON.stringify(data));
+
+	}, 200)
+}
+
+export function restoreColumnWidth(gridId, columns) {
+	const dataStr = localStorage.getItem(storeId);
+	if (!dataStr) {
+		return;
+	}
+	let data;
+	try {
+		data = JSON.parse(dataStr);
+	} catch (e) {}
+	if(!data) {
+		return;
+	}
+	const widthMap = data[gridId];
+	if (!widthMap) {
+		return;
+	}
+
+	columns.forEach(columnItem => {
+		const w = widthMap[columnItem.id];
+		if (w) {
+			columnItem.width = w;
+		}
+	});
+
+}
+
+export function getTimeAgo(dateStr) {
+	const date = new Date(dateStr);
+
+	if (!date || !(date instanceof Date) || isNaN(date.getTime())) {
+		return "";
+	}
+
+	const units = [
+		{ max: 2760000, value: 60000, name: 'minute', past: 'a minute ago', future: 'in a minute' },
+		{ max: 72000000, value: 3600000, name: 'hour', past: 'an hour ago', future: 'in an hour' },
+		{ max: 518400000, value: 86400000, name: 'day', past: 'yesterday', future: 'tomorrow' },
+		{ max: 2419200000, value: 604800000, name: 'week', past: 'last week', future: 'in a week' },
+		{ max: 28512000000, value: 2592000000, name: 'month', past: 'last month', future: 'in a month' }
+	];
+    const diff = Date.now() - date.getTime();
+    // less than a minute
+    if (Math.abs(diff) < 60000)
+        return 'just now';
+    for (let i = 0; i < units.length; i++) {
+        if (Math.abs(diff) < units[i].max) {
+            return format(diff, units[i].value, units[i].name, units[i].past, units[i].future, diff < 0);
+        }
+    }
+    function format(diff, divisor, unit, past, future, isInTheFuture) {
+		const val = Math.round(Math.abs(diff) / divisor);
+		if (isInTheFuture)
+			return val <= 1 ? future : 'in ' + val + ' ' + unit + 's';
+		return val <= 1 ? past : val + ' ' + unit + 's ago';
+	}
+    return format(diff, 31536000000, 'year', 'last year', 'in a year', diff < 0);
+};
+
+export const loadCss = (cssFile) => {
+	const cssPath = import.meta.resolve(cssFile);
+	//console.log(cssPath);
+	const $link = document.createElement("link");
+	$link.setAttribute("rel", 'stylesheet');
+	$link.setAttribute("href", cssPath);
+	document.head.appendChild($link);
+};
+
+export const copyText = (text) => {
+	return new Promise((resolve) => {
+		let err;
+		try {
+			navigator.clipboard.writeText(text);
+		} catch (e) {
+			err = e;
+		}
+		if (err) {
+			resolve(false);
+		} else {
+			resolve(true);
+		}
+	});
+};
+
+function renderPopover($elem, target, options = {}) {
+	// async microtask
+	queueMicrotask(() => {
+		
+		const containerRect = getRect(window);
+		const targetRect = getRect(target);
+		const elemRect = getRect($elem);
+
+		const positionInfo = getBestPosition(
+			containerRect,
+			targetRect,
+			elemRect,
+			options.positions
+		);
+		const style = getPositionStyle(positionInfo, {
+			bgColor: options.bgColor,
+			borderColor: options.borderColor,
+			borderRadius: options.borderRadius
+		});
+
+		$elem.style.top = positionInfo.top + "px";
+		$elem.style.left = positionInfo.left + "px";
+		$elem.style.background = style.background;
+	
+	});
+}
+
+let $popover;
+export function hidePopover() {
+	if ($popover) {
+		$popover.remove();
+		$popover = null;
+	}
+}
+export function showPopover(target, text, className, options) {
+	hidePopover();
+	$popover = document.createElement("div");
+	$popover.className = ['cn-popover', className].filter(it => it).join(" ");
+	document.body.appendChild($popover);
+	$popover.innerHTML = text;
+	$popover.style.display = "block";
+	renderPopover($popover, target, {
+		borderRadius: 10,
+		... options
+	});
+}
+
+let $tooltip;
+export function hideTooltip(target) {
+	if ($tooltip) {
+		$tooltip.style.display = "none";
+		$tooltip.innerHTML = "";
+		$tooltip.style.top = "0px";
+		$tooltip.style.left = "0px";
+	}
+}
+export function showTooltip(target, text, className = 'cn-tooltip', styleMap = {}) {
+	if (!$tooltip) {
+		$tooltip = document.createElement("div");
+		$tooltip.className = className;
+		$tooltip.style.cssText = `
+			pointer-events: none;
+			position: fixed;
+			z-index: 10001;
+			padding: 20px;
+			color: #1e1e1e;
+			max-width: 350px;
+			filter: drop-shadow(1px 5px 5px rgb(0 0 0 / 30%));
+			${Object.keys(styleMap).map(k=>k+":"+styleMap[k]+";").join("")}
+		`;
+		document.body.appendChild($tooltip);
+	}
+
+	$tooltip.innerHTML = text;
+	$tooltip.style.display = "block";
+	renderPopover($tooltip, target, {
+		positions: ['top', 'bottom', 'right', 'center'],
+		bgColor: "#ffffff",
+		borderColor: "#cccccc",
+		borderRadius: 5
+	});
+}
+
+function initTooltip () {
+	const mouseenterHandler = (e) => {
+        const target = e.target;
+        const text = target.getAttribute('tooltip');
+        if (text) {
+            showTooltip(target, text);
+        }
+    };
+	const mouseleaveHandler = (e) => {
+        const target = e.target;
+        const text = target.getAttribute('tooltip');
+        if (text) {
+            hideTooltip(target);
+        }
+    };
+	document.body.removeEventListener('mouseenter', mouseenterHandler, true);
+	document.body.removeEventListener('mouseleave', mouseleaveHandler, true);
+	document.body.addEventListener('mouseenter', mouseenterHandler, true);
+    document.body.addEventListener('mouseleave', mouseleaveHandler, true);
+}
+
+initTooltip();
--- a/js/components-manager.js
+++ b/js/components-manager.js
@@ -1,6 +1,6 @@
 import { app } from "../../scripts/app.js";
 import { api } from "../../scripts/api.js"
-import { sleep, show_message } from "./common.js";
+import { sleep, show_message, customConfirm, customAlert } from "./common.js";
 import { GroupNodeConfig, GroupNodeHandler } from "../../extensions/core/groupNode.js";
 import { ComfyDialog, $el } from "../../scripts/ui.js";

@@ -365,7 +365,7 @@ function checkVersion(name, component) {
 	return msg;
 }

-function handle_import_components(components) {
+async function handle_import_components(components) {
 	let msg = 'Components:\n';
 	let cnt = 0;
 	for(let name in components) {
@@ -387,8 +387,9 @@ function handle_import_components(components) {

 	let last_name = null;
 	msg += '\nWill you load components?\n';
-	if(confirm(msg)) {
-		let mode = confirm('\nWill you save components?\n(cancel=load without save)');
+	const confirmed = await customConfirm(msg);
+	if(confirmed) {
+		const mode = await customConfirm('\nWill you save components?\n(cancel=load without save)');

 		for(let name in components) {
 			let component = components[name];
@@ -411,7 +412,7 @@ function handle_import_components(components) {
 	}
 }

-function handlePaste(e) {
+async function handlePaste(e) {
 	let data = (e.clipboardData || window.clipboardData);
 	const items = data.items;
 	for(const item of items) {
@@ -421,7 +422,7 @@ function handlePaste(e) {
 				let json_data = JSON.parse(data);
 				if(json_data.kind == 'ComfyUI Components' && last_paste_timestamp != json_data.timestamp) {
 					last_paste_timestamp = json_data.timestamp;
-					handle_import_components(json_data.components);
+					await handle_import_components(json_data.components);

 					// disable paste node
 					localStorage.removeItem("litegrapheditor_clipboard", null);
@@ -455,7 +456,7 @@ export class ComponentBuilderDialog extends ComfyDialog {
 		this.invalidateControl();

 		this.element.style.display = "block";
-		this.element.style.zIndex = 10001;
+		this.element.style.zIndex = 1099;
 		this.element.style.width = "500px";
 		this.element.style.height = "480px";
 	}
@@ -621,7 +622,7 @@ export class ComponentBuilderDialog extends ComfyDialog {
 				self.version_string.value = self.default_ver;
 			}
 			else {
-				alert('If you are not the author, it is not recommended to change the version, as it may cause component update issues.');
+				customAlert('If you are not the author, it is not recommended to change the version, as it may cause component update issues.');
 			}
 		};

@@ -677,7 +678,7 @@ export class ComponentBuilderDialog extends ComfyDialog {

 let orig_handleFile = app.handleFile;

-function handleFile(file) {
+async function handleFile(file) {
 	if (file.name?.endsWith(".json") || file.name?.endsWith(".pack")) {
 		const reader = new FileReader();
 		reader.onload = async () => {
@@ -690,7 +691,7 @@ function handleFile(file) {
 			}

 			if(is_component) {
-				handle_import_components(jsonContent);
+				await handle_import_components(jsonContent);
 			}
 			else {
 				orig_handleFile.call(app, file);
@@ -708,7 +709,7 @@ app.handleFile = handleFile;

 let current_component_policy = 'workflow';
 try {
-	api.fetchApi('/manager/component/policy')
+	api.fetchApi('/manager/policy/component')
 		.then(response => response.text())
 		.then(data => { current_component_policy = data; });
 }
--- a/js/custom-nodes-manager.css
+++ b/js/custom-nodes-manager.css
@@ -0,0 +1,699 @@
+.cn-manager {
+	--grid-font: -apple-system, BlinkMacSystemFont, "Segue UI", "Noto Sans", Helvetica, Arial, sans-serif, "Apple Color Emoji", "Segoe UI Emoji";
+	z-index: 1099;
+	width: 80%;
+	height: 80%;
+	display: flex;
+	flex-direction: column;
+	gap: 10px;
+	color: var(--fg-color);
+	font-family: arial, sans-serif;
+	text-underline-offset: 3px;
+	outline: none;
+}
+
+.cn-manager .cn-flex-auto {
+	flex: auto;
+}
+
+.cn-manager button {
+	font-size: 16px;
+	color: var(--input-text);
+	background-color: var(--comfy-input-bg);
+	border-radius: 8px;
+	border-color: var(--border-color);
+	border-style: solid;
+	margin: 0;
+	padding: 4px 8px;
+	min-width: 100px;
+}
+
+.cn-manager button:disabled,
+.cn-manager input:disabled,
+.cn-manager select:disabled {
+	color: gray;
+}
+
+.cn-manager button:disabled {
+	background-color: var(--comfy-input-bg);
+}
+
+.cn-manager .cn-manager-restart {
+	display: none;
+	background-color: #500000;
+	color: white;
+}
+
+.cn-manager .cn-manager-stop {
+	display: none;
+	background-color: #500000;
+	color: white;
+}
+
+.cn-manager .cn-manager-back {
+	align-items: center;
+	justify-content: center;
+}
+
+.arrow-icon {
+	height: 1em;
+	width: 1em;
+	margin-right: 5px;
+	transform: translateY(2px);
+}
+
+.cn-icon {
+	display: block;
+	width: 16px;
+	height: 16px;
+}
+
+.cn-icon svg {
+	display: block;
+	margin: 0;
+	pointer-events: none;
+}
+
+.cn-manager-header {
+	display: flex;
+	flex-wrap: wrap;
+	gap: 5px;
+	align-items: center;
+	padding: 0 5px;
+}
+
+.cn-manager-header label {
+	display: flex;
+	gap: 5px;
+	align-items: center;
+}
+
+.cn-manager-filter {
+	height: 28px;
+	line-height: 28px;
+}
+
+.cn-manager-keywords {
+	height: 28px;
+	line-height: 28px;
+	padding: 0 5px 0 26px;
+	background-size: 16px;
+	background-position: 5px center;
+	background-repeat: no-repeat;
+	background-image: url("data:image/svg+xml;charset=utf8,%3Csvg%20viewBox%3D%220%200%2024%2024%22%20width%3D%22100%25%22%20height%3D%22100%25%22%20pointer-events%3D%22none%22%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%3E%3Cpath%20fill%3D%22none%22%20stroke%3D%22%23888%22%20stroke-linecap%3D%22round%22%20stroke-linejoin%3D%22round%22%20stroke-width%3D%222%22%20d%3D%22m21%2021-4.486-4.494M19%2010.5a8.5%208.5%200%201%201-17%200%208.5%208.5%200%200%201%2017%200%22%2F%3E%3C%2Fsvg%3E");
+}
+
+.cn-manager-status {
+	padding-left: 10px;
+}
+
+.cn-manager-grid {
+	flex: auto;
+	border: 1px solid var(--border-color);
+	overflow: hidden;
+	position: relative;
+}
+
+.cn-manager-selection {
+	display: flex;
+	flex-wrap: wrap;
+	gap: 10px;
+	align-items: center;
+}
+
+.cn-manager-message {
+	position: relative;
+}
+
+.cn-manager-footer {
+	display: flex;
+	flex-wrap: wrap;
+	gap: 10px;
+	align-items: center;
+}
+
+.cn-manager-grid .tg-turbogrid {
+	font-family: var(--grid-font);
+	font-size: 15px;
+	background: var(--bg-color);
+}
+
+.cn-manager-grid .tg-turbogrid .tg-highlight::after {
+	position: absolute;
+	top: 0;
+	left: 0;
+	content: "";
+	display: block;
+	width: 100%;
+	height: 100%;
+	box-sizing: border-box;
+	background-color: #80bdff11;
+	pointer-events: none;
+}
+
+.cn-manager-grid .cn-pack-name a {
+	color: skyblue;
+	text-decoration: none;
+	word-break: break-word;
+}
+
+.cn-manager-grid .cn-pack-desc a {
+	color: #5555FF;
+	font-weight: bold;
+	text-decoration: none;
+}
+
+.cn-manager-grid .tg-cell a:hover {
+	text-decoration: underline;
+}
+
+.cn-manager-grid .cn-pack-version {
+	line-height: 100%;
+	display: flex;
+	flex-direction: column;
+	justify-content: center;
+	height: 100%;
+	gap: 5px;
+}
+
+.cn-manager-grid .cn-pack-nodes {
+	line-height: 100%;
+	display: flex;
+	flex-direction: column;
+	justify-content: center;
+	gap: 5px;
+	cursor: pointer;
+	height: 100%;
+}
+
+.cn-manager-grid .cn-pack-nodes:hover {
+	text-decoration: underline;
+}
+
+.cn-manager-grid .cn-pack-conflicts {
+	color: orange;
+}
+
+.cn-popover {
+	position: fixed;
+	z-index: 10000;
+	padding: 20px;
+	color: #1e1e1e;
+	filter: drop-shadow(1px 5px 5px rgb(0 0 0 / 30%));
+	overflow: hidden;
+}
+
+.cn-flyover {
+	position: absolute;
+    top: 0;
+	right: 0;
+    z-index: 1000;
+    display: none;
+    width: 50%;
+    height: 100%;
+    background-color: var(--comfy-menu-bg);
+    animation-duration: 0.2s;
+    animation-fill-mode: both;
+	flex-direction: column;
+}
+
+.cn-flyover::before {
+    position: absolute;
+    top: 0;
+    content: "";
+    z-index: 10;
+    display: block;
+    width: 10px;
+    height: 100%;
+    pointer-events: none;
+	left: -10px;
+    background-image: linear-gradient(to left, rgb(0 0 0 / 20%), rgb(0 0 0 / 0%));
+}
+
+.cn-flyover-header {
+	height: 45px;
+	display: flex;
+	align-items: center;
+	gap: 5px;
+	border-bottom: 1px solid var(--border-color);
+}
+
+.cn-flyover-close {
+	display: flex;
+	align-items: center;
+	padding: 0 10px;
+	justify-content: center;
+	cursor: pointer;
+	opacity: 0.8;
+	height: 100%;
+}
+
+.cn-flyover-close:hover {
+	opacity: 1;
+}
+
+.cn-flyover-close svg {
+	display: block;
+	margin: 0;
+	pointer-events: none;
+	width: 20px;
+	height: 20px;
+}
+
+.cn-flyover-title {
+	display: flex;
+	align-items: center;
+	font-weight: bold;
+	gap: 10px;
+	flex: auto;
+}
+
+.cn-flyover-body {
+	height: calc(100% - 45px);
+	overflow-y: auto;
+	position: relative;
+	background-color: var(--comfy-menu-secondary-bg);
+}
+
+@keyframes cn-slide-in-right {
+    from {
+        visibility: visible;
+        transform: translate3d(100%, 0, 0);
+    }
+
+    to {
+        transform: translate3d(0, 0, 0);
+    }
+}
+
+.cn-slide-in-right {
+    animation-name: cn-slide-in-right;
+}
+
+@keyframes cn-slide-out-right {
+    from {
+        transform: translate3d(0, 0, 0);
+    }
+
+    to {
+        visibility: hidden;
+        transform: translate3d(100%, 0, 0);
+    }
+}
+
+.cn-slide-out-right {
+    animation-name: cn-slide-out-right;
+}
+
+.cn-nodes-list {
+	width: 100%;
+}
+
+.cn-nodes-row {
+	display: flex;
+	align-items: center;
+	gap: 10px;
+}
+
+.cn-nodes-row:nth-child(odd) {
+	background-color: rgb(0 0 0 / 5%);
+}
+
+.cn-nodes-row:hover {
+    background-color: rgb(0 0 0 / 10%);
+}
+
+.cn-nodes-sn {
+	text-align: right;
+	min-width: 35px;
+	color: var(--drag-text);
+	flex-shrink: 0;
+	font-size: 12px;
+	padding: 8px 5px;
+}
+
+.cn-nodes-name {
+	cursor: pointer;
+	white-space: nowrap;
+	flex-shrink: 0;
+	position: relative;
+	padding: 8px 5px;
+}
+
+.cn-nodes-name::after {
+	content: attr(action);
+	position: absolute;
+	pointer-events: none;
+	top: 50%;
+	left: 100%;
+	transform: translate(5px, -50%);
+	font-size: 12px;
+	color: var(--drag-text);
+	background-color: var(--comfy-input-bg);
+	border-radius: 10px;
+	border: 1px solid var(--border-color);
+	padding: 3px 8px;
+	display: none;
+}
+
+.cn-nodes-name.action::after {
+	display: block;
+}
+
+.cn-nodes-name:hover {
+	text-decoration: underline;
+}
+
+.cn-nodes-conflict .cn-nodes-name,
+.cn-nodes-conflict .cn-icon {
+	color: orange;
+}
+
+.cn-conflicts-list {
+	display: flex;
+	flex-wrap: wrap;
+	gap: 5px;
+	align-items: center;
+	padding: 5px 0;
+}
+
+.cn-conflicts-list b {
+	font-weight: normal;
+	color: var(--descrip-text);
+}
+
+.cn-nodes-pack {
+	cursor: pointer;
+	color: skyblue;
+}
+
+.cn-nodes-pack:hover {
+	text-decoration: underline;
+}
+
+.cn-pack-badge {
+	font-size: 12px;
+	font-weight: normal;
+	background-color: var(--comfy-input-bg);
+	border-radius: 10px;
+	border: 1px solid var(--border-color);
+	padding: 3px 8px;
+	color: var(--error-text);
+}
+
+.cn-preview {
+	min-width: 300px;
+	max-width: 500px;
+	min-height: 120px;
+	overflow: hidden;
+  	font-size: 12px;
+	pointer-events: none;
+	padding: 12px;
+	color: var(--fg-color);
+}
+
+.cn-preview-header {
+	display: flex;
+	gap: 8px;
+	align-items: center;
+	border-bottom: 1px solid var(--comfy-input-bg);
+	padding: 5px 10px;
+}
+
+.cn-preview-dot {
+	width: 8px;
+	height: 8px;
+	border-radius: 50%;
+	background-color: grey;
+	position: relative;
+	filter: drop-shadow(1px 2px 3px rgb(0 0 0 / 30%));
+}
+
+.cn-preview-dot.cn-preview-optional::after {
+	content: "";
+	position: absolute;
+	pointer-events: none;
+	top: 50%;
+	left: 50%;
+	transform: translate(-50%, -50%);
+	background-color: var(--comfy-input-bg);
+	border-radius: 50%;
+	width: 3px;
+  	height: 3px;
+}
+
+.cn-preview-dot.cn-preview-grid {
+	border-radius: 0;
+}
+
+.cn-preview-dot.cn-preview-grid::before {
+	content: '';
+	position: absolute;
+	border-left: 1px solid var(--comfy-input-bg);
+	border-right: 1px solid var(--comfy-input-bg);
+	width: 4px;
+	height: 100%;
+	left: 2px;
+	top: 0;
+	z-index: 1;
+}
+
+.cn-preview-dot.cn-preview-grid::after {
+	content: '';
+	position: absolute;
+	border-top: 1px solid var(--comfy-input-bg);
+	border-bottom: 1px solid var(--comfy-input-bg);
+	width: 100%;
+	height: 4px;
+	left: 0;
+	top: 2px;
+	z-index: 1;
+}
+
+.cn-preview-name {
+	flex: auto;
+	font-size: 14px;
+}
+
+.cn-preview-io {
+	display: flex;
+	justify-content: space-between;
+	padding: 10px 10px;
+}
+
+.cn-preview-column > div {
+	display: flex;
+	gap: 10px;
+	align-items: center;
+	height: 18px;
+	overflow: hidden;
+	white-space: nowrap;
+	text-overflow: ellipsis;
+}
+
+.cn-preview-input {
+	justify-content: flex-start;
+}
+
+.cn-preview-output {
+	justify-content: flex-end;
+}
+
+.cn-preview-list {
+	display: flex;
+	flex-direction: column;
+	gap: 3px;
+	padding: 0 10px 10px 10px;
+}
+
+.cn-preview-switch {
+	position: relative;
+	display: flex;
+	justify-content: space-between;
+	align-items: center;
+	background: var(--bg-color);
+	border: 2px solid var(--border-color);
+	border-radius: 10px;
+	text-wrap: nowrap;
+	padding: 2px 20px;
+	gap: 10px;
+}
+
+.cn-preview-switch::before,
+.cn-preview-switch::after {
+	position: absolute;
+	pointer-events: none;
+	top: 50%;
+	transform: translate(0, -50%);
+	color: var(--fg-color);
+	opacity: 0.8;
+}
+
+.cn-preview-switch::before {
+	content: "◀";
+	left: 5px;
+}
+
+.cn-preview-switch::after {
+	content: "▶";
+	right: 5px;
+}
+
+.cn-preview-value {
+	color: var(--descrip-text);
+}
+
+.cn-preview-string {
+	min-height: 30px;
+	max-height: 300px;
+	background: var(--bg-color);
+	color: var(--descrip-text);
+	border-radius: 3px;
+	padding: 3px 5px;
+	overflow-y: auto;
+	overflow-x: hidden;
+}
+
+.cn-preview-description {
+	margin: 0px 10px 10px 10px;
+	padding: 6px;
+	background: var(--border-color);
+	color: var(--descrip-text);
+	border-radius: 5px;
+	font-style: italic;
+	word-break: break-word;
+}
+
+.cn-tag-list {
+	display: flex;
+	flex-wrap: wrap;
+	gap: 5px;
+	align-items: center;
+	margin-bottom: 5px;
+}
+
+.cn-tag-list > div {
+	background-color: var(--border-color);
+	border-radius: 5px;
+	padding: 0 5px;
+}
+
+.cn-install-buttons {
+	display: flex;
+	flex-direction: column;
+	gap: 3px;
+	padding: 3px;
+	align-items: center;
+	justify-content: center;
+	height: 100%;
+}
+
+.cn-selected-buttons {
+	display: flex;
+	gap: 5px;
+	align-items: center;
+	padding-right: 20px;
+}
+
+.cn-manager .cn-btn-enable {
+	background-color: #333399;
+	color: white;
+}
+
+.cn-manager .cn-btn-disable {
+	background-color: #442277;
+	color: white;
+}
+
+.cn-manager .cn-btn-update {
+	background-color: #1155AA;
+	color: white;
+}
+
+.cn-manager .cn-btn-try-update {
+	background-color: Gray;
+	color: white;
+}
+
+.cn-manager .cn-btn-try-fix {
+	background-color: #6495ED;
+	color: white;
+}
+
+.cn-manager .cn-btn-import-failed {
+	background-color: #AA1111;
+    font-size: 10px;
+	font-weight: bold;
+	color: white;
+}
+
+.cn-manager .cn-btn-install {
+	background-color: black;
+	color: white;
+}
+
+.cn-manager .cn-btn-try-install {
+	background-color: Gray;
+	color: white;
+}
+
+.cn-manager .cn-btn-uninstall {
+	background-color: #993333;
+	color: white;
+}
+
+.cn-manager .cn-btn-reinstall {
+	background-color: #993333;
+	color: white;
+}
+
+.cn-manager .cn-btn-switch {
+	background-color: #448833;
+	color: white;
+
+}
+
+@keyframes cn-btn-loading-bg {
+	0% {
+		left: 0;
+	}
+	100% {
+		left: -105px;
+	}
+}
+
+.cn-manager button.cn-btn-loading {
+	position: relative;
+	overflow: hidden;
+	border-color: rgb(0 119 207 / 80%);
+	background-color: var(--comfy-input-bg);
+}
+
+.cn-manager button.cn-btn-loading::after {
+	position: absolute;
+	top: 0;
+	left: 0;
+	content: "";
+	width: 500px;
+	height: 100%;
+	background-image: repeating-linear-gradient(
+		-45deg,
+		rgb(0 119 207 / 30%),
+		rgb(0 119 207 / 30%) 10px,
+		transparent 10px,
+		transparent 15px
+	);
+	animation: cn-btn-loading-bg 2s linear infinite;
+}
+
+.cn-manager-light .cn-pack-name a {
+	color: blue;
+}
+
+.cn-manager-light .cm-warn-note {
+	background-color: #ccc !important;
+}
+
+.cn-manager-light .cn-btn-install {
+	background-color: #333;
+}
--- a/js/custom-nodes-manager.js
+++ b/js/custom-nodes-manager.js
--- a/js/model-manager.css
+++ b/js/model-manager.css
@@ -0,0 +1,213 @@
+.cmm-manager {
+	--grid-font: -apple-system, BlinkMacSystemFont, "Segoe UI", "Noto Sans", Helvetica, Arial, sans-serif, "Apple Color Emoji", "Segoe UI Emoji";
+	z-index: 1099;
+	width: 80%;
+	height: 80%;
+	display: flex;
+	flex-direction: column;
+	gap: 10px;
+	color: var(--fg-color);
+	font-family: arial, sans-serif;
+}
+
+.cmm-manager .cmm-flex-auto {
+	flex: auto;
+}
+
+.cmm-manager button {
+	font-size: 16px;
+	color: var(--input-text);
+    background-color: var(--comfy-input-bg);
+    border-radius: 8px;
+    border-color: var(--border-color);
+    border-style: solid;
+    margin: 0;
+	padding: 4px 8px;
+	min-width: 100px;
+}
+
+.cmm-manager button:disabled,
+.cmm-manager input:disabled,
+.cmm-manager select:disabled {
+	color: gray;
+}
+
+.cmm-manager button:disabled {
+	background-color: var(--comfy-input-bg);
+}
+
+.cmm-manager .cmm-manager-refresh {
+	display: none;
+	background-color: #000080;
+	color: white;
+}
+
+.cmm-manager .cmm-manager-stop {
+	display: none;
+	background-color: #500000;
+	color: white;
+}
+
+.cmm-manager-header {
+	display: flex;
+	flex-wrap: wrap;
+	gap: 5px;
+	align-items: center;
+	padding: 0 5px;
+}
+
+.cmm-manager-header label {
+	display: flex;
+	gap: 5px;
+	align-items: center;
+}
+
+.cmm-manager-type,
+.cmm-manager-base,
+.cmm-manager-filter {
+	height: 28px;
+	line-height: 28px;
+}
+
+.cmm-manager-keywords {
+	height: 28px;
+	line-height: 28px;
+	padding: 0 5px 0 26px;
+	background-size: 16px;
+	background-position: 5px center;
+	background-repeat: no-repeat;
+	background-image: url("data:image/svg+xml;charset=utf8,%3Csvg%20viewBox%3D%220%200%2024%2024%22%20width%3D%22100%25%22%20height%3D%22100%25%22%20pointer-events%3D%22none%22%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%3E%3Cpath%20fill%3D%22none%22%20stroke%3D%22%23888%22%20stroke-linecap%3D%22round%22%20stroke-linejoin%3D%22round%22%20stroke-width%3D%222%22%20d%3D%22m21%2021-4.486-4.494M19%2010.5a8.5%208.5%200%201%201-17%200%208.5%208.5%200%200%201%2017%200%22%2F%3E%3C%2Fsvg%3E");
+}
+
+.cmm-manager-status {
+	padding-left: 10px;
+}
+
+.cmm-manager-grid {
+	flex: auto;
+	border: 1px solid var(--border-color);
+	overflow: hidden;
+}
+
+.cmm-manager-selection {
+	display: flex;
+	flex-wrap: wrap;
+	gap: 10px;
+	align-items: center;
+}
+
+.cmm-manager-footer {
+	display: flex;
+	flex-wrap: wrap;
+	gap: 10px;
+	align-items: center;
+}
+
+.cmm-manager-grid .tg-turbogrid {
+	font-family: var(--grid-font);
+	font-size: 15px;
+	background: var(--bg-color);
+}
+
+.cmm-manager-grid .cmm-node-name a {
+	color: skyblue;
+	text-decoration: none;
+	word-break: break-word;
+}
+
+.cmm-manager-grid .cmm-node-desc a {
+	color: #5555FF;
+    font-weight: bold;
+	text-decoration: none;
+}
+
+.cmm-manager-grid .tg-cell a:hover {
+	text-decoration: underline;
+}
+
+.cmm-icon-passed {
+	width: 20px;
+	height: 20px;
+	position: absolute;
+	left: calc(50% - 10px);
+	top: calc(50% - 10px);
+}
+
+.cmm-manager .cmm-btn-enable {
+	background-color: blue;
+	color: white;
+}
+
+.cmm-manager .cmm-btn-disable {
+	background-color: MediumSlateBlue;
+	color: white;
+}
+
+.cmm-manager .cmm-btn-install {
+	background-color: black;
+	color: white;
+}
+
+.cmm-btn-download {
+	width: 18px;
+	height: 18px;
+	position: absolute;
+	left: calc(50% - 10px);
+	top: calc(50% - 10px);
+	cursor: pointer;
+	opacity: 0.8;
+	color: #fff;
+}
+
+.cmm-btn-download:hover {
+	opacity: 1;
+}
+
+.cmm-manager-light .cmm-btn-download {
+	color: #000;
+}
+
+@keyframes cmm-btn-loading-bg {
+    0% {
+        left: 0;
+    }
+    100% {
+        left: -105px;
+    }
+}
+
+.cmm-manager button.cmm-btn-loading {
+    position: relative;
+    overflow: hidden;
+    border-color: rgb(0 119 207 / 80%);
+	background-color: var(--comfy-input-bg);
+}
+
+.cmm-manager button.cmm-btn-loading::after {
+    position: absolute;
+    top: 0;
+    left: 0;
+    content: "";
+    width: 500px;
+    height: 100%;
+    background-image: repeating-linear-gradient(
+        -45deg,
+        rgb(0 119 207 / 30%),
+        rgb(0 119 207 / 30%) 10px,
+        transparent 10px,
+        transparent 15px
+    );
+    animation: cmm-btn-loading-bg 2s linear infinite;
+}
+
+.cmm-manager-light .cmm-node-name a {
+	color: blue;
+}
+
+.cmm-manager-light .cm-warn-note {
+	background-color: #ccc !important;
+}
+
+.cmm-manager-light .cmm-btn-install {
+	background-color: #333;
+}
--- a/js/model-manager.js
+++ b/js/model-manager.js
@@ -1,220 +1,18 @@
+import { app } from "../../scripts/app.js";
 import { $el } from "../../scripts/ui.js";
 import { 
 	manager_instance, rebootAPI, 
-	fetchData, md5, icons 
+	fetchData, md5, icons, show_message, customAlert, infoToast, showTerminal,
+	storeColumnWidth, restoreColumnWidth, loadCss
 } from  "./common.js";
+import { api } from "../../scripts/api.js";

 // https://cenfun.github.io/turbogrid/api.html
 import TG from "./turbogrid.esm.js";

-const pageCss = `
-.cmm-manager {
-	--grid-font: -apple-system, BlinkMacSystemFont, "Segoe UI", "Noto Sans", Helvetica, Arial, sans-serif, "Apple Color Emoji", "Segoe UI Emoji";
-	z-index: 10001;
-	width: 80%;
-	height: 80%;
-	display: flex;
-	flex-direction: column;
-	gap: 10px;
-	color: var(--fg-color);
-	font-family: arial, sans-serif;
-}
+loadCss("./model-manager.css");

-.cmm-manager .cmm-flex-auto {
-	flex: auto;
-}
-
-.cmm-manager button {
-	font-size: 16px;
-	color: var(--input-text);
-    background-color: var(--comfy-input-bg);
-    border-radius: 8px;
-    border-color: var(--border-color);
-    border-style: solid;
-    margin: 0;
-	padding: 4px 8px;
-	min-width: 100px;
-}
-
-.cmm-manager button:disabled,
-.cmm-manager input:disabled,
-.cmm-manager select:disabled {
-	color: gray;
-}
-
-.cmm-manager button:disabled {
-	background-color: var(--comfy-input-bg);
-}
-
-.cmm-manager-header {
-	display: flex;
-	flex-wrap: wrap;
-	gap: 5px;
-	align-items: center;
-	padding: 0 5px;
-}
-
-.cmm-manager-header label {
-	display: flex;
-	gap: 5px;
-	align-items: center;
-}
-
-.cmm-manager-type,
-.cmm-manager-base,
-.cmm-manager-filter {
-	height: 28px;
-	line-height: 28px;
-}
-
-.cmm-manager-keywords {
-	height: 28px;
-	line-height: 28px;
-	padding: 0 5px 0 26px;
-	background-size: 16px;
-	background-position: 5px center;
-	background-repeat: no-repeat;
-	background-image: url("data:image/svg+xml;charset=utf8,${encodeURIComponent(icons.search.replace("currentColor", "#888"))}");
-}
-
-.cmm-manager-status {
-	padding-left: 10px;
-}
-
-.cmm-manager-grid {
-	flex: auto;
-	border: 1px solid var(--border-color);
-	overflow: hidden;
-}
-
-.cmm-manager-selection {
-	display: flex;
-	flex-wrap: wrap;
-	gap: 10px;
-	align-items: center;
-}
-
-.cmm-manager-message {
-	
-}
-
-.cmm-manager-footer {
-	display: flex;
-	flex-wrap: wrap;
-	gap: 10px;
-	align-items: center;
-}
-
-.cmm-manager-grid .tg-turbogrid {
-	font-family: var(--grid-font);
-	font-size: 15px;
-	background: var(--bg-color);
-}
-
-.cmm-manager-grid .cmm-node-name a {
-	color: skyblue;
-	text-decoration: none;
-	word-break: break-word;
-}
-
-.cmm-manager-grid .cmm-node-desc a {
-	color: #5555FF;
-    font-weight: bold;
-	text-decoration: none;
-}
-
-.cmm-manager-grid .tg-cell a:hover {
-	text-decoration: underline;
-}
-
-.cmm-icon-passed {
-	width: 20px;
-	height: 20px;
-	position: absolute;
-	left: calc(50% - 10px);
-	top: calc(50% - 10px);
-}
-
-.cmm-manager .cmm-btn-enable {
-	background-color: blue;
-	color: white;
-}
-
-.cmm-manager .cmm-btn-disable {
-	background-color: MediumSlateBlue;
-	color: white;
-}
-
-.cmm-manager .cmm-btn-install {
-	background-color: black;
-	color: white;
-}
-
-.cmm-btn-download {
-	width: 18px;
-	height: 18px;
-	position: absolute;
-	left: calc(50% - 10px);
-	top: calc(50% - 10px);
-	cursor: pointer;
-	opacity: 0.8;
-	color: #fff;
-}
-
-.cmm-btn-download:hover {
-	opacity: 1;
-}
-
-.cmm-manager-light .cmm-btn-download {
-	color: #000;
-}
-
-@keyframes cmm-btn-loading-bg {
-    0% {
-        left: 0;
-    }
-    100% {
-        left: -105px;
-    }
-}
-
-.cmm-manager button.cmm-btn-loading {
-    position: relative;
-    overflow: hidden;
-    border-color: rgb(0 119 207 / 80%);
-	background-color: var(--comfy-input-bg);
-}
-
-.cmm-manager button.cmm-btn-loading::after {
-    position: absolute;
-    top: 0;
-    left: 0;
-    content: "";
-    width: 500px;
-    height: 100%;
-    background-image: repeating-linear-gradient(
-        -45deg,
-        rgb(0 119 207 / 30%),
-        rgb(0 119 207 / 30%) 10px,
-        transparent 10px,
-        transparent 15px
-    );
-    animation: cmm-btn-loading-bg 2s linear infinite;
-}
-
-.cmm-manager-light .cmm-node-name a {
-	color: blue;
-}
-
-.cmm-manager-light .cm-warn-note {
-	background-color: #ccc !important;
-}
-
-.cmm-manager-light .cmm-btn-install {
-	background-color: #333;
-}
-
-`;
+const gridId = "model";

 const pageHtml = `
 <div class="cmm-manager-header">
@@ -235,7 +33,14 @@ const pageHtml = `
 <div class="cmm-manager-selection"></div>
 <div class="cmm-manager-message"></div>
 <div class="cmm-manager-footer">
-	<button class="cmm-manager-close">Close</button>
+	<button class="cmm-manager-back">
+		<svg class="arrow-icon" width="14" height="14" viewBox="0 0 16 16" fill="none" xmlns="http://www.w3.org/2000/svg">
+			<path d="M2 8H18M2 8L8 2M2 8L8 14" stroke="white" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/>
+		</svg>
+		Back
+	</button>
+	<button class="cmm-manager-refresh">Refresh</button>
+	<button class="cmm-manager-stop">Stop</button>
 	<div class="cmm-flex-auto"></div>
 </div>
 `;
@@ -254,17 +59,11 @@ export class ModelManager {
 		this.keywords = '';

 		this.init();
+
+		api.addEventListener("cm-queue-status", this.onQueueStatus);
 	}

 	init() {
-
-		if (!document.querySelector(`style[context="${this.id}"]`)) {
-			const $style = document.createElement("style");
-			$style.setAttribute("context", this.id);
-			$style.innerHTML = pageCss;
-			document.head.appendChild($style);
-		}
-
 		this.element = $el("div", {
 			parent: document.body,
 			className: "comfy-modal cmm-manager"
@@ -282,10 +81,13 @@ export class ModelManager {
 			value: ""
 		}, {
 			label: "Installed",
-			value: "True"
+			value: "installed"
 		}, {
 			label: "Not Installed",
-			value: "False"
+			value: "not_installed"
+		}, {
+			label: "In Workflow",
+			value: "in_workflow"
 		}];

 		this.typeList = [{
@@ -365,10 +167,25 @@ export class ModelManager {
 				}
 			},

-			".cmm-manager-close": {
-				click: (e) => this.close()
+			".cmm-manager-refresh": {
+				click: () => {
+					app.refreshComboInNodes();
+				}
 			},

+			".cmm-manager-stop": {
+				click: () => {
+					api.fetchApi('/manager/queue/reset');
+					infoToast('Cancel', 'Remaining tasks will stop after completing the current task.');
+				}
+			},
+
+			".cmm-manager-back": {
+				click: (e) => {
+				    this.close()
+				    manager_instance.show();
+				}
+			}
 		};
 		Object.keys(eventsMap).forEach(selector => {
 			const target = this.element.querySelector(selector);
@@ -400,6 +217,10 @@ export class ModelManager {
            this.renderSelected();
        });

+		grid.bind("onColumnWidthChanged", (e, columnItem) => {
+			storeColumnWidth(gridId, columnItem)
+		});
+
 		grid.bind('onClick', (e, d) => {
 			const { rowItem } = d;
 			const target = d.e.target;
@@ -436,12 +257,31 @@ export class ModelManager {
 			rowFilter: (rowItem) => {

 				const searchableColumns = ["name", "type", "base", "description", "filename", "save_path"];
+				const models_extensions = ['.ckpt', '.pt', '.pt2', '.bin', '.pth', '.safetensors', '.pkl', '.sft'];

 				let shouldShown = grid.highlightKeywordsFilter(rowItem, searchableColumns, this.keywords);

 				if (shouldShown) {
-					if(this.filter && rowItem.installed !== this.filter) {
-						return false;
+					if(this.filter) {
+						if (this.filter == "in_workflow") {
+							rowItem.in_workflow = null;
+							if (Array.isArray(app.graph._nodes)) {
+								app.graph._nodes.forEach((item, i) => {
+									if (Array.isArray(item.widgets_values)) {
+										item.widgets_values.forEach((_item, i) => {
+											if (rowItem.in_workflow === null && _item !== null && models_extensions.includes("." + _item.toString().split('.').pop())) {
+												let filename = _item.match(/([^\/]+)(?=\.\w+$)/)[0];
+												if (grid.highlightKeywordsFilter(rowItem, searchableColumns, filename)) {
+													rowItem.in_workflow = "True";
+													grid.highlightKeywordsFilter(rowItem, searchableColumns, "");
+												}
+											}
+										});
+									}
+								});
+							}
+						}
+						return ((this.filter == "installed" && rowItem.installed == "True") || (this.filter == "not_installed" && rowItem.installed == "False") || (this.filter == "in_workflow" && rowItem.in_workflow == "True"));
 					}

 					if(this.type && rowItem.type !== this.type) {
@@ -516,7 +356,7 @@ export class ModelManager {
 			sortable: false,
 			align: 'center',
 			formatter: (url, rowItem, columnItem) => {
-				return `<a class="cmm-btn-download" title="Download file" href="${url}" target="_blank">${icons.download}</a>`;
+				return `<a class="cmm-btn-download" tooltip="Download file" href="${url}" target="_blank">${icons.download}</a>`;
 			}
 		}, {
 			id: 'size',
@@ -551,6 +391,8 @@ export class ModelManager {
 			width: 200
 		}];

+		restoreColumnWidth(gridId, columns);
+
 		this.grid.setData({
 			options,
 			rows,
@@ -593,17 +435,27 @@ export class ModelManager {
 	}

 	async installModels(list, btn) {
-		
+		let stats = await api.fetchApi('/manager/queue/status');
+
+		stats = await stats.json();
+		if(stats.is_processing) {
+			customAlert(`[ComfyUI-Manager] There are already tasks in progress. Please try again after it is completed. (${stats.done_count}/${stats.total_count})`);
+			return;
+		}
+
 		btn.classList.add("cmm-btn-loading");
-		this.showLoading();
 		this.showError("");

-		let needRestart = false;
+		let needRefresh = false;
 		let errorMsg = "";

+		await api.fetchApi('/manager/queue/reset');
+
+		let target_items = [];
+
 		for (const item of list) {
-			
 			this.grid.scrollRowIntoView(item);
+			target_items.push(item);

 			if (!this.focusInstall(item)) {
 				this.grid.onNextUpdated(() => {
@@ -614,48 +466,112 @@ export class ModelManager {
 			this.showStatus(`Install ${item.name} ...`);

 			const data = item.originalData;
-			const res = await fetchData('/model/install', {
+			data.ui_id = item.hash;
+
+			const res = await api.fetchApi(`/manager/queue/install_model`, {
 				method: 'POST',
-				headers: { 'Content-Type': 'application/json' },
 				body: JSON.stringify(data)
 			});

+			if (res.status != 200) {
+				errorMsg = `'${item.name}': `;

-			if (res.error) {
-				errorMsg = `Install failed: ${item.name} ${res.error.message}`;
-				break;;
+				if(res.status == 403) {
+					errorMsg += `This action is not allowed with this security level configuration.\n`;
+				} else {
+					errorMsg += await res.text() + '\n';
+				}
+
+				break;
 			}
+		}

-			needRestart = true;
+		this.install_context = {btn: btn, targets: target_items};

-			this.grid.setRowSelected(item, false);
+		if(errorMsg) {
+			this.showError(errorMsg);
+			show_message("[Installation Errors]\n"+errorMsg);
+
+			// reset
+			for(let k in target_items) {
+				const item = target_items[k];
+				this.grid.updateCell(item, "installed");
+			}
+		}
+		else {
+			await api.fetchApi('/manager/queue/start');
+			this.showStop();
+			showTerminal();
+		}
+	}
+
+	async onQueueStatus(event) {
+		let self = ModelManager.instance;
+
+		if(event.detail.status == 'in_progress' && event.detail.ui_target == 'model_manager') {
+			const hash = event.detail.target;
+
+			const item = self.grid.getRowItemBy("hash", hash);

 			item.refresh = true;
+			self.grid.setRowSelected(item, false);
 			item.selectable = false;
-			this.grid.updateCell(item, "installed");
-			this.grid.updateCell(item, "tg-column-select");
+//			self.grid.updateCell(item, "tg-column-select");
+			self.grid.updateRow(item);
+		}
+		else if(event.detail.status == 'done') {
+			self.hideStop();
+			self.onQueueCompleted(event.detail);
+		}
+	}

-			this.showStatus(`Install ${item.name} successfully`);
+	async onQueueCompleted(info) {
+		let result = info.model_result;

+		if(result.length == 0) {
+			return;
 		}

-		this.hideLoading();
+		let self = ModelManager.instance;
+
+		if(!self.install_context) {
+			return;
+		}
+
+		let btn = self.install_context.btn;
+
+		self.hideLoading();
 		btn.classList.remove("cmm-btn-loading");

+		let errorMsg = "";
+
+		for(let hash in result){
+			let v = result[hash];
+
+			if(v != 'success')
+				errorMsg += v + '\n';
+		}
+
+		for(let k in self.install_context.targets) {
+			let item = self.install_context.targets[k];
+			self.grid.updateCell(item, "installed");
+		}
+
 		if (errorMsg) {
-			this.showError(errorMsg);
+			self.showError(errorMsg);
+			show_message("Installation Error:\n"+errorMsg);
 		} else {
-			this.showStatus(`Install ${list.length} models successfully`);
+			self.showStatus(`Install ${result.length} models successfully`);
 		}

-		if (needRestart) {
-			this.showMessage(`To apply the installed model, please click the 'Refresh' button on the main menu.`, "red")
-		}
+		self.showRefresh();
+		self.showMessage(`To apply the installed model, please click the 'Refresh' button.`, "red")

+		infoToast('Tasks done', `[ComfyUI-Manager] All model downloading tasks in the queue have been completed.\n${info.done_count}/${info.total_count}`);
+		self.install_context = undefined;
 	}

 	getModelList(models) {
-
 		const typeMap = new Map();
 		const baseMap = new Map();

@@ -824,7 +740,7 @@ export class ModelManager {
 	}

 	showLoading() {
-		this.setDisabled(true);
+//		this.setDisabled(true);
 		if (this.grid) {
 			this.grid.showLoading();
 			this.grid.showMask({
@@ -834,7 +750,7 @@ export class ModelManager {
 	}

 	hideLoading() {
-		this.setDisabled(false);
+//		this.setDisabled(false);
 		if (this.grid) {
 			this.grid.hideLoading();
 			this.grid.hideMask();
@@ -842,8 +758,9 @@ export class ModelManager {
 	}

 	setDisabled(disabled) {
-
 		const $close = this.element.querySelector(".cmm-manager-close");
+		const $refresh = this.element.querySelector(".cmm-manager-refresh");
+		const $stop = this.element.querySelector(".cmm-manager-stop");

 		const list = [
 			".cmm-manager-header input",
@@ -855,7 +772,7 @@ export class ModelManager {
 		})
 		.flat()
 		.filter(it => {
-			return it !== $close;
+			return it !== $close && it !== $refresh && it !== $stop;
 		});
 		
 		list.forEach($elem => {
@@ -872,6 +789,18 @@ export class ModelManager {

 	}

+	showRefresh() {
+		this.element.querySelector(".cmm-manager-refresh").style.display = "block";
+	}
+
+	showStop() {
+		this.element.querySelector(".cmm-manager-stop").style.display = "block";
+	}
+
+	hideStop() {
+		this.element.querySelector(".cmm-manager-stop").style.display = "none";
+	}
+
 	setKeywords(keywords = "") {
 		this.keywords = keywords;
 		this.element.querySelector(".cmm-manager-keywords").value = keywords;
@@ -888,4 +817,4 @@ export class ModelManager {
 	close() {
 		this.element.style.display = "none";
 	}
-}
+}
--- a/js/node_fixer.js
+++ b/js/node_fixer.js
@@ -1,16 +1,6 @@
 import { app } from "../../scripts/app.js";
 import { api } from "../../scripts/api.js";

-let double_click_policy = "copy-all";
-
-api.fetchApi('/manager/dbl_click/policy')
-	.then(response => response.text())
-	.then(data => set_double_click_policy(data));
-
-export function set_double_click_policy(mode) {
-	double_click_policy = mode;
-}
-
 function addMenuHandler(nodeType, cb) {
 	const getOpts = nodeType.prototype.getExtraMenuOptions;
 	nodeType.prototype.getExtraMenuOptions = function () {
@@ -153,62 +143,6 @@ function node_info_copy(src, dest, connect_both, copy_shape) {

 app.registerExtension({
 	name: "Comfy.Manager.NodeFixer",
-
-	async nodeCreated(node, app) {
-		let orig_dblClick = node.onDblClick;
-		node.onDblClick = function (e, pos, self) {
-			orig_dblClick?.apply?.(this, arguments);
-
-			if((!node.inputs && !node.outputs) || pos[1] > 0)
-				return;
-
-			switch(double_click_policy) {
-				case "copy-all":
-				case "copy-full":
-				case "copy-input":
-					{
-						if(node.inputs?.some(x => x.link != null) || node.outputs?.some(x => x.links != null && x.links.length > 0) )
-							return;
-
-						let src_node = lookup_nearest_nodes(node);
-						if(src_node)
-						{
-							let both_connection = double_click_policy != "copy-input";
-							let copy_shape = double_click_policy == "copy-full";
-							node_info_copy(src_node, node, both_connection, copy_shape);
-						}
-					}
-					break;
-				case "possible-input":
-					{
-						let nearest_inputs = lookup_nearest_inputs(node);
-						if(nearest_inputs)
-							connect_inputs(nearest_inputs, node);
-					}
-					break;
-				case "dual":
-					{
-						if(pos[0] < node.size[0]/2) {
-							// left: possible-input
-							let nearest_inputs = lookup_nearest_inputs(node);
-							if(nearest_inputs)
-								connect_inputs(nearest_inputs, node);
-						}
-						else {
-							// right: copy-all
-							if(node.inputs?.some(x => x.link != null) || node.outputs?.some(x => x.links != null && x.links.length > 0) )
-								return;
-
-							let src_node = lookup_nearest_nodes(node);
-							if(src_node)
-								node_info_copy(src_node, node, true);
-						}
-					}
-					break;
-			}
-		}
-	},
-
 	beforeRegisterNodeDef(nodeType, nodeData, app) {
 		addMenuHandler(nodeType, function (_, options) {
 			options.push({
@@ -219,6 +153,7 @@ app.registerExtension({
 					app.canvas.graph.add(new_node, false);
 					node_info_copy(this, new_node, true);
 					app.canvas.graph.remove(this);
+					requestAnimationFrame(() => app.canvas.setDirty(true, true))
 				},
 			});
 		});
--- a/js/popover-helper.js
+++ b/js/popover-helper.js
@@ -0,0 +1,619 @@
+const hasOwn = function(obj, key) {
+    return Object.prototype.hasOwnProperty.call(obj, key);
+};
+
+const isNum = function(num) {
+    if (typeof num !== 'number' || isNaN(num)) {
+        return false;
+    }
+    const isInvalid = function(n) {
+        if (n === Number.MAX_VALUE || n === Number.MIN_VALUE || n === Number.NEGATIVE_INFINITY || n === Number.POSITIVE_INFINITY) {
+            return true;
+        }
+        return false;
+    };
+    if (isInvalid(num)) {
+        return false;
+    }
+    return true;
+};
+
+const toNum = (num) => {
+    if (typeof (num) !== 'number') {
+        num = parseFloat(num);
+    }
+    if (isNaN(num)) {
+        num = 0;
+    }
+    num = Math.round(num);
+    return num;
+};
+
+const clamp = function(value, min, max) {
+    return Math.max(min, Math.min(max, value));
+};
+
+const isWindow = (obj) => {
+    return Boolean(obj && obj === obj.window);
+};
+
+const isDocument = (obj) => {
+    return Boolean(obj && obj.nodeType === 9);
+};
+
+const isElement = (obj) => {
+    return Boolean(obj && obj.nodeType === 1);
+};
+
+// ===========================================================================================
+
+export const toRect = (obj) => {
+    if (obj) {
+        return {
+            left: toNum(obj.left || obj.x),
+            top: toNum(obj.top || obj.y),
+            width: toNum(obj.width),
+            height: toNum(obj.height)
+        };
+    }
+    return {
+        left: 0,
+        top: 0,
+        width: 0,
+        height: 0
+    };
+};
+
+export const getElement = (selector) => {
+    if (typeof selector === 'string' && selector) {
+        if (selector.startsWith('#')) {
+            return document.getElementById(selector.slice(1));
+        }
+        return document.querySelector(selector);
+    }
+
+    if (isDocument(selector)) {
+        return selector.body;
+    }
+    if (isElement(selector)) {
+        return selector;
+    }
+};
+
+export const getRect = (target, fixed) => {
+    if (!target) {
+        return toRect();
+    }
+
+    if (isWindow(target)) {
+        return {
+            left: 0,
+            top: 0,
+            width: window.innerWidth,
+            height: window.innerHeight
+        };
+    }
+
+    const elem = getElement(target);
+    if (!elem) {
+        return toRect(target);
+    }
+
+    const br = elem.getBoundingClientRect();
+    const rect = toRect(br);
+
+    // fix offset
+    if (!fixed) {
+        rect.left += window.scrollX;
+        rect.top += window.scrollY;
+    }
+
+    rect.width = elem.offsetWidth;
+    rect.height = elem.offsetHeight;
+
+    return rect;
+};
+
+// ===========================================================================================
+
+const calculators = {
+
+    bottom: (info, containerRect, targetRect) => {
+        info.space = containerRect.top + containerRect.height - targetRect.top - targetRect.height - info.height;
+        info.top = targetRect.top + targetRect.height;
+        info.left = Math.round(targetRect.left + targetRect.width * 0.5 - info.width * 0.5);
+    },
+
+    top: (info, containerRect, targetRect) => {
+        info.space = targetRect.top - info.height - containerRect.top;
+        info.top = targetRect.top - info.height;
+        info.left = Math.round(targetRect.left + targetRect.width * 0.5 - info.width * 0.5);
+    },
+
+    right: (info, containerRect, targetRect) => {
+        info.space = containerRect.left + containerRect.width - targetRect.left - targetRect.width - info.width;
+        info.top = Math.round(targetRect.top + targetRect.height * 0.5 - info.height * 0.5);
+        info.left = targetRect.left + targetRect.width;
+    },
+
+    left: (info, containerRect, targetRect) => {
+        info.space = targetRect.left - info.width - containerRect.left;
+        info.top = Math.round(targetRect.top + targetRect.height * 0.5 - info.height * 0.5);
+        info.left = targetRect.left - info.width;
+    }
+};
+
+// with order
+export const getDefaultPositions = () => {
+    return Object.keys(calculators);
+};
+
+const calculateSpace = (info, containerRect, targetRect) => {
+    const calculator = calculators[info.position];
+    calculator(info, containerRect, targetRect);
+    if (info.space >= 0) {
+        info.passed += 1;
+    }
+};
+
+// ===========================================================================================
+
+const calculateAlignOffset = (info, containerRect, targetRect, alignType, sizeType) => {
+
+    const popoverStart = info[alignType];
+    const popoverSize = info[sizeType];
+
+    const containerStart = containerRect[alignType];
+    const containerSize = containerRect[sizeType];
+
+    const targetStart = targetRect[alignType];
+    const targetSize = targetRect[sizeType];
+
+    const targetCenter = targetStart + targetSize * 0.5;
+
+    // size overflow
+    if (popoverSize > containerSize) {
+        const overflow = (popoverSize - containerSize) * 0.5;
+        info[alignType] = containerStart - overflow;
+        info.offset = targetCenter - containerStart + overflow;
+        return;
+    }
+
+    const space1 = popoverStart - containerStart;
+    const space2 = (containerStart + containerSize) - (popoverStart + popoverSize);
+
+    // both side passed, default to center
+    if (space1 >= 0 && space2 >= 0) {
+        if (info.passed) {
+            info.passed += 2;
+        }
+        info.offset = popoverSize * 0.5;
+        return;
+    }
+
+    // one side passed
+    if (info.passed) {
+        info.passed += 1;
+    }
+
+    if (space1 < 0) {
+        const min = containerStart;
+        info[alignType] = min;
+        info.offset = targetCenter - min;
+        return;
+    }
+
+    // space2 < 0
+    const max = containerStart + containerSize - popoverSize;
+    info[alignType] = max;
+    info.offset = targetCenter - max;
+
+};
+
+const calculateHV = (info, containerRect) => {
+    if (['top', 'bottom'].includes(info.position)) {
+        info.top = clamp(info.top, containerRect.top, containerRect.top + containerRect.height - info.height);
+        return ['left', 'width'];
+    }
+    info.left = clamp(info.left, containerRect.left, containerRect.left + containerRect.width - info.width);
+    return ['top', 'height'];
+};
+
+const calculateOffset = (info, containerRect, targetRect) => {
+
+    const [alignType, sizeType] = calculateHV(info, containerRect);
+
+    calculateAlignOffset(info, containerRect, targetRect, alignType, sizeType);
+
+    info.offset = clamp(info.offset, 0, info[sizeType]);
+
+};
+
+// ===========================================================================================
+
+const calculateDistance = (info, previousPositionInfo) => {
+    if (!previousPositionInfo) {
+        return;
+    }
+    // no change if position no change with previous
+    if (info.position === previousPositionInfo.position) {
+        return;
+    }
+    const ax = info.left + info.width * 0.5;
+    const ay = info.top + info.height * 0.5;
+    const bx = previousPositionInfo.left + previousPositionInfo.width * 0.5;
+    const by = previousPositionInfo.top + previousPositionInfo.height * 0.5;
+    const dx = Math.abs(ax - bx);
+    const dy = Math.abs(ay - by);
+    info.distance = Math.round(Math.sqrt(dx * dx + dy * dy));
+};
+
+// ===========================================================================================
+
+const calculatePositionInfo = (info, containerRect, targetRect, previousPositionInfo) => {
+    calculateSpace(info, containerRect, targetRect);
+    calculateOffset(info, containerRect, targetRect);
+    calculateDistance(info, previousPositionInfo);
+};
+
+// ===========================================================================================
+
+const calculateBestPosition = (containerRect, targetRect, infoMap, withOrder, previousPositionInfo) => {
+
+    // position space: +1
+    // align space:
+    //    two side passed: +2
+    //    one side passed: +1
+
+    const safePassed = 3;
+
+    if (previousPositionInfo) {
+        const prevInfo = infoMap[previousPositionInfo.position];
+        if (prevInfo) {
+            calculatePositionInfo(prevInfo, containerRect, targetRect);
+            if (prevInfo.passed >= safePassed) {
+                return prevInfo;
+            }
+            prevInfo.calculated = true;
+        }
+    }
+
+    const positionList = [];
+    Object.values(infoMap).forEach((info) => {
+        if (!info.calculated) {
+            calculatePositionInfo(info, containerRect, targetRect, previousPositionInfo);
+        }
+        positionList.push(info);
+    });
+
+    positionList.sort((a, b) => {
+        if (a.passed !== b.passed) {
+            return b.passed - a.passed;
+        }
+
+        if (withOrder && a.passed >= safePassed && b.passed >= safePassed) {
+            return a.index - b.index;
+        }
+
+        if (a.space !== b.space) {
+            return b.space - a.space;
+        }
+
+        return a.index - b.index;
+    });
+
+    // logTable(positionList);
+
+    return positionList[0];
+};
+
+// const logTable = (() => {
+//     let time_id;
+//     return (info) => {
+//         clearTimeout(time_id);
+//         time_id = setTimeout(() => {
+//             console.table(info);
+//         }, 10);
+//     };
+// })();
+
+// ===========================================================================================
+
+const getAllowPositions = (positions, defaultAllowPositions) => {
+    if (!positions) {
+        return;
+    }
+    if (Array.isArray(positions)) {
+        positions = positions.join(',');
+    }
+    positions = String(positions).split(',').map((it) => it.trim().toLowerCase()).filter((it) => it);
+    positions = positions.filter((it) => defaultAllowPositions.includes(it));
+    if (!positions.length) {
+        return;
+    }
+    return positions;
+};
+
+const isPositionChanged = (info, previousPositionInfo) => {
+    if (!previousPositionInfo) {
+        return true;
+    }
+
+    if (info.left !== previousPositionInfo.left) {
+        return true;
+    }
+
+    if (info.top !== previousPositionInfo.top) {
+        return true;
+    }
+
+    return false;
+};
+
+// ===========================================================================================
+
+// const log = (name, time) => {
+//     if (time > 0.1) {
+//         console.log(name, time);
+//     }
+// };
+
+export const getBestPosition = (containerRect, targetRect, popoverRect, positions, previousPositionInfo) => {
+
+    const defaultAllowPositions = getDefaultPositions();
+    let withOrder = true;
+    let allowPositions = getAllowPositions(positions, defaultAllowPositions);
+    if (!allowPositions) {
+        allowPositions = defaultAllowPositions;
+        withOrder = false;
+    }
+
+    // console.log('withOrder', withOrder);
+
+    // const start_time = performance.now();
+
+    const infoMap = {};
+    allowPositions.forEach((k, i) => {
+        infoMap[k] = {
+            position: k,
+            index: i,
+
+            top: 0,
+            left: 0,
+            width: popoverRect.width,
+            height: popoverRect.height,
+
+            space: 0,
+
+            offset: 0,
+            passed: 0,
+
+            distance: 0
+        };
+    });
+
+    // log('infoMap', performance.now() - start_time);
+
+
+    const bestPosition = calculateBestPosition(containerRect, targetRect, infoMap, withOrder, previousPositionInfo);
+
+    // check left/top
+    bestPosition.changed = isPositionChanged(bestPosition, previousPositionInfo);
+
+    return bestPosition;
+};
+
+// ===========================================================================================
+
+const getTemplatePath = (width, height, arrowOffset, arrowSize, borderRadius) => {
+    const p = (px, py) => {
+        return [px, py].join(',');
+    };
+
+    const px = function(num, alignEnd) {
+        const floor = Math.floor(num);
+        let n = num < floor + 0.5 ? floor + 0.5 : floor + 1.5;
+        if (alignEnd) {
+            n -= 1;
+        }
+        return n;
+    };
+
+    const pxe = function(num) {
+        return px(num, true);
+    };
+
+    const ls = [];
+
+    const innerLeft = px(arrowSize);
+    const innerRight = pxe(width - arrowSize);
+    arrowOffset = clamp(arrowOffset, innerLeft, innerRight);
+
+    const innerTop = px(arrowSize);
+    const innerBottom = pxe(height - arrowSize);
+
+    const startPoint = p(innerLeft, innerTop + borderRadius);
+    const arrowPoint = p(arrowOffset, 1);
+
+    const LT = p(innerLeft, innerTop);
+    const RT = p(innerRight, innerTop);
+
+    const AOT = p(arrowOffset - arrowSize, innerTop);
+    const RRT = p(innerRight - borderRadius, innerTop);
+
+    ls.push(`M${startPoint}`);
+    ls.push(`V${innerBottom - borderRadius}`);
+    ls.push(`Q${p(innerLeft, innerBottom)} ${p(innerLeft + borderRadius, innerBottom)}`);
+    ls.push(`H${innerRight - borderRadius}`);
+    ls.push(`Q${p(innerRight, innerBottom)} ${p(innerRight, innerBottom - borderRadius)}`);
+    ls.push(`V${innerTop + borderRadius}`);
+
+    if (arrowOffset < innerLeft + arrowSize + borderRadius) {
+        ls.push(`Q${RT} ${RRT}`);
+        ls.push(`H${arrowOffset + arrowSize}`);
+        ls.push(`L${arrowPoint}`);
+        if (arrowOffset < innerLeft + arrowSize) {
+            ls.push(`L${LT}`);
+            ls.push(`L${startPoint}`);
+        } else {
+            ls.push(`L${AOT}`);
+            ls.push(`Q${LT} ${startPoint}`);
+        }
+    } else if (arrowOffset > innerRight - arrowSize - borderRadius) {
+        if (arrowOffset > innerRight - arrowSize) {
+            ls.push(`L${RT}`);
+        } else {
+            ls.push(`Q${RT} ${p(arrowOffset + arrowSize, innerTop)}`);
+        }
+        ls.push(`L${arrowPoint}`);
+        ls.push(`L${AOT}`);
+        ls.push(`H${innerLeft + borderRadius}`);
+        ls.push(`Q${LT} ${startPoint}`);
+    } else {
+        ls.push(`Q${RT} ${RRT}`);
+        ls.push(`H${arrowOffset + arrowSize}`);
+        ls.push(`L${arrowPoint}`);
+        ls.push(`L${AOT}`);
+        ls.push(`H${innerLeft + borderRadius}`);
+        ls.push(`Q${LT} ${startPoint}`);
+    }
+    return ls.join('');
+};
+
+const getPathData = function(position, width, height, arrowOffset, arrowSize, borderRadius) {
+
+    const handlers = {
+
+        bottom: () => {
+            const d = getTemplatePath(width, height, arrowOffset, arrowSize, borderRadius);
+            return {
+                d,
+                transform: ''
+            };
+        },
+
+        top: () => {
+            const d = getTemplatePath(width, height, width - arrowOffset, arrowSize, borderRadius);
+            return {
+                d,
+                transform: `rotate(180,${width * 0.5},${height * 0.5})`
+            };
+        },
+
+        left: () => {
+            const d = getTemplatePath(height, width, arrowOffset, arrowSize, borderRadius);
+            const x = (width - height) * 0.5;
+            const y = (height - width) * 0.5;
+            return {
+                d,
+                transform: `translate(${x} ${y}) rotate(90,${height * 0.5},${width * 0.5})`
+            };
+        },
+
+        right: () => {
+            const d = getTemplatePath(height, width, height - arrowOffset, arrowSize, borderRadius);
+            const x = (width - height) * 0.5;
+            const y = (height - width) * 0.5;
+            return {
+                d,
+                transform: `translate(${x} ${y}) rotate(-90,${height * 0.5},${width * 0.5})`
+            };
+        }
+    };
+
+    return handlers[position]();
+};
+
+// ===========================================================================================
+
+// position style cache
+const styleCache = {
+    // position: '',
+    // top: {},
+    // bottom: {},
+    // left: {},
+    // right: {}
+};
+
+export const getPositionStyle = (info, options = {}) => {
+
+    const o = {
+        bgColor: '#fff',
+        borderColor: '#ccc',
+        borderRadius: 5,
+        arrowSize: 10
+    };
+    Object.keys(o).forEach((k) => {
+
+        if (hasOwn(options, k)) {
+            const d = o[k];
+            const v = options[k];
+
+            if (typeof d === 'string') {
+                // string
+                if (typeof v === 'string' && v) {
+                    o[k] = v;
+                }
+            } else {
+                // number
+                if (isNum(v) && v >= 0) {
+                    o[k] = v;
+                }
+
+            }
+
+        }
+    });
+
+    const key = [
+        info.width,
+        info.height,
+        info.offset,
+        o.arrowSize,
+        o.borderRadius,
+        o.bgColor,
+        o.borderColor
+    ].join('-');
+
+    const positionCache = styleCache[info.position];
+    if (positionCache && key === positionCache.key) {
+        const st = positionCache.style;
+        st.changed = styleCache.position !== info.position;
+        styleCache.position = info.position;
+        return st;
+    }
+
+    // console.log(options);
+
+    const data = getPathData(info.position, info.width, info.height, info.offset, o.arrowSize, o.borderRadius);
+    // console.log(data);
+
+    const viewBox = [0, 0, info.width, info.height].join(' ');
+    const svg = [
+        `<svg viewBox="${viewBox}" xmlns="http://www.w3.org/2000/svg">`,
+        `<path d="${data.d}" fill="${o.bgColor}" stroke="${o.borderColor}" transform="${data.transform}" />`,
+        '</svg>'
+    ].join('');
+
+    // console.log(svg);
+    const backgroundImage = `url("data:image/svg+xml;charset=utf8,${encodeURIComponent(svg)}")`;
+
+    const background = `${backgroundImage} center no-repeat`;
+
+    const padding = `${o.arrowSize + o.borderRadius}px`;
+
+    const style = {
+        background,
+        backgroundImage,
+        padding,
+        changed: true
+    };
+
+    styleCache.position = info.position;
+    styleCache[info.position] = {
+        key,
+        style
+    };
+
+    return style;
+};
--- a/js/snapshot.js
+++ b/js/snapshot.js
@@ -291,7 +291,7 @@ export class SnapshotManager extends ComfyDialog {
 		try {
 			this.invalidateControl();
 			this.element.style.display = "block";
-			this.element.style.zIndex = 10001;
+			this.element.style.zIndex = 1099;
 		}
 		catch(exception) {
 			app.ui.dialog.show(`Failed to get external model list. / ${exception}`);
--- a/js/terminal.js
+++ b/js/terminal.js
@@ -1,83 +0,0 @@
-import {app} from "../../scripts/app.js";
-import {ComfyWidgets} from "../../scripts/widgets.js";
-// Node that add notes to your project
-
-let terminal_node;
-let log_mode = false;
-
-app.registerExtension({
-	name: "Comfy.Manager.Terminal",
-
-	registerCustomNodes() {
-		class TerminalNode extends LiteGraph.LGraphNode {
-			color = "#222222";
-			bgcolor = "#000000";
-			groupcolor = LGraphCanvas.node_colors.black.groupcolor;
-			constructor() {
-				super();
-				this.title = "Terminal Log (Manager)";
-				this.logs = [];
-
-				if (!this.properties) {
-					this.properties = {};
-					this.properties.text="";
-				}
-
-				ComfyWidgets.STRING(this, "", ["", {default:this.properties.text, multiline: true}], app)
-				ComfyWidgets.BOOLEAN(this, "mode", ["", {default:true, label_on:'Logging', label_off:'Stop'}], app)
-				ComfyWidgets.INT(this, "lines", ["", {default:500, min:10, max:10000, steps:1}], app)
-
-				let self = this;
-				Object.defineProperty(this.widgets[1], 'value', {
-					set: (v) => {
-						api.fetchApi(`/manager/terminal?mode=${v}`, {});
-						log_mode = v;
-					},
-					get: () => {
-						return log_mode;
-					}
-				});
-
-				this.serialize_widgets = false;
-				this.isVirtualNode = true;
-
-				if(terminal_node) {
-					try {
-						terminal_node.widgets[0].value = 'The output of this node is disabled because another terminal node has appeared.';
-					}
-					catch {}
-				}
-				terminal_node = this;
-			}
-		}
-
-		// Load default visibility
-		LiteGraph.registerNodeType(
-			"Terminal Log //CM",
-			Object.assign(TerminalNode, {
-				title_mode: LiteGraph.NORMAL_TITLE,
-				title: "Terminal Log (Manager)",
-				collapsable: true,
-			})
-		);
-
-		TerminalNode.category = "utils";
-	},
-});
-
-
-import { api } from "../../scripts/api.js";
-
-function terminalFeedback(event) {
-	if(terminal_node) {
-		terminal_node.logs.push(event.detail.data);
-		if(terminal_node.logs.length > terminal_node.widgets[2].value) {
-			terminal_node.logs.shift();
-			if(terminal_node.logs[0] == '' || terminal_node.logs[0] == '\n')
-				terminal_node.logs.shift();
-		}
-		terminal_node.widgets[0].value = [...terminal_node.logs].reverse().join('').trim();
-	}
-}
-
-api.addEventListener("manager-terminal-feedback", terminalFeedback);
--- a/js/workflow-metadata.js
+++ b/js/workflow-metadata.js
@@ -0,0 +1,84 @@
+/**
+ * Attaches metadata to the workflow on save
+ * - custom node pack version to all custom nodes used in the workflow
+ *
+ * Example metadata:
+ * "nodes": {
+ *   "1": {
+ *     type: "CheckpointLoaderSimple",
+ *     ...
+ *     properties: {
+ *       cnr_id: "comfy-core",
+ *       version: "0.3.8",
+ *     },
+ *   },
+ * }
+ *
+ * @typedef {Object} NodeInfo
+ * @property {string} ver - Version (git hash or semantic version)
+ * @property {string} cnr_id - ComfyRegistry node ID
+ * @property {boolean} enabled - Whether the node is enabled
+ */
+
+import { app } from "../../scripts/app.js";
+import { api } from "../../scripts/api.js";
+
+class WorkflowMetadataExtension {
+  constructor() {
+    this.name = "Comfy.CustomNodesManager.WorkflowMetadata";
+    this.installedNodes = {};
+    this.comfyCoreVersion = null;
+  }
+
+  /**
+   * Get the installed nodes info
+   * @returns {Promise<Record<string, NodeInfo>>} The mapping from node name to its info.
+   * ver can either be a git commit hash or a semantic version such as "1.0.0"
+   * cnr_id is the id of the node in the ComfyRegistry
+   * enabled is true if the node is enabled, false if it is disabled
+   */
+  async getInstalledNodes() {
+    const res = await api.fetchApi("/customnode/installed");
+    return await res.json();
+  }
+
+  async init() {
+    this.installedNodes = await this.getInstalledNodes();
+    this.comfyCoreVersion = (await api.getSystemStats()).system.comfyui_version;
+  }
+
+  /**
+   * Called when any node is created
+   * @param {LGraphNode} node The newly created node
+   */
+  nodeCreated(node) {
+    try {
+      // nodeData doesn't exist if node is missing or node is frontend only node
+      if (!node?.constructor?.nodeData?.python_module) return;
+
+      const nodeProperties = (node.properties ??= {});
+      const modules = node.constructor.nodeData.python_module.split(".");
+      const moduleType = modules[0];
+
+      if (moduleType === "custom_nodes") {
+        const nodePackageName = modules[1];
+        const { cnr_id, aux_id, ver } =
+          this.installedNodes[nodePackageName] ??
+          this.installedNodes[nodePackageName.toLowerCase()] ??
+          {};
+
+        if (cnr_id === "comfy-core") return; // don't allow hijacking comfy-core name
+        if (cnr_id) nodeProperties.cnr_id = cnr_id;
+        else nodeProperties.aux_id = aux_id;
+        if (ver) nodeProperties.ver = ver.trim();
+      } else if (["nodes", "comfy_extras", "comfy_api_nodes"].includes(moduleType)) {
+        nodeProperties.cnr_id = "comfy-core";
+        nodeProperties.ver = this.comfyCoreVersion;
+      }
+    } catch (e) {
+      console.error(e);
+    }
+  }
+}
+
+app.registerExtension(new WorkflowMetadataExtension());
--- a/json-checker.py
+++ b/json-checker.py
@@ -3,10 +3,12 @@ import argparse

 def check_json_syntax(file_path):
    try:
-        with open(file_path, 'r') as file:
+        with open(file_path, 'r', encoding='utf-8') as file:
            json_str = file.read()
            json.loads(json_str)
            print(f"[ OK ] {file_path}")
+    except UnicodeDecodeError as e:
+        print(f"Unicode decode error: {e}")
    except json.JSONDecodeError as e:
        print(f"[FAIL] {file_path}\n\n       {e}\n")
    except FileNotFoundError:
--- a/misc/custom-nodes.jpg
+++ b/misc/custom-nodes.jpg
--- a/misc/main.jpg
+++ b/misc/main.jpg
--- a/misc/menu.jpg
+++ b/misc/menu.jpg
--- a/misc/missing-list.jpg
+++ b/misc/missing-list.jpg
--- a/misc/missing-menu.jpg
+++ b/misc/missing-menu.jpg
--- a/misc/models.png
+++ b/misc/models.png
--- a/misc/nickname.jpg
+++ b/misc/nickname.jpg
--- a/misc/portable-install.png
+++ b/misc/portable-install.png
--- a/misc/share-setting.jpg
+++ b/misc/share-setting.jpg
--- a/misc/share.jpg
+++ b/misc/share.jpg
--- a/misc/snapshot.jpg
+++ b/misc/snapshot.jpg
--- a/model-list.json
+++ b/model-list.json
--- a/node_db/README.md
+++ b/node_db/README.md
@@ -0,0 +1,95 @@
+# ComfyUI-Manager: Node Database (node_db)
+
+This directory contains the JSON database files that power ComfyUI-Manager's legacy node registry system. While the manager is gradually transitioning to the online Custom Node Registry (CNR), these local JSON files continue to provide important metadata about custom nodes, models, and their integrations.
+
+## Directory Structure
+
+The node_db directory is organized into several subdirectories, each serving a specific purpose:
+
+- **dev/**: Development channel files with latest additions and experimental nodes
+- **legacy/**: Historical/legacy nodes that may require special handling
+- **new/**: New nodes that have passed initial verification but are still being evaluated
+- **forked/**: Forks of existing nodes with modifications
+- **tutorial/**: Example and tutorial nodes designed for learning purposes
+
+## Core Database Files
+
+Each subdirectory contains a standard set of JSON files:
+
+- **custom-node-list.json**: Primary database of custom nodes with metadata
+- **extension-node-map.json**: Maps between extensions and individual nodes they provide
+- **model-list.json**: Catalog of models that can be downloaded through the manager
+- **alter-list.json**: Alternative implementations of nodes for compatibility or functionality
+- **github-stats.json**: GitHub repository statistics for node popularity metrics
+
+## Database Schema
+
+### custom-node-list.json
+```json
+{
+  "custom_nodes": [
+    {
+      "title": "Node display name",
+      "name": "Repository name",
+      "reference": "Original repository if forked",
+      "files": ["GitHub URL or other source location"],
+      "install_type": "git",
+      "description": "Description of the node's functionality",
+      "pip": ["optional pip dependencies"],
+      "js": ["optional JavaScript files"],
+      "tags": ["categorization tags"]
+    }
+  ]
+}
+```
+
+### extension-node-map.json
+```json
+{
+  "extension-id": [
+    ["list", "of", "node", "classes"],
+    {
+      "author": "Author name",
+      "description": "Extension description",
+      "nodename_pattern": "Optional regex pattern for node name matching"
+    }
+  ]
+}
+```
+
+## Transition to Custom Node Registry (CNR)
+
+This local database system is being progressively replaced by the online Custom Node Registry (CNR), which provides:
+- Real-time updates without manual JSON maintenance
+- Improved versioning support
+- Better security validation
+- Enhanced metadata
+
+The Manager supports both systems simultaneously during the transition period.
+
+## Implementation Details
+
+- The database follows a channel-based architecture for different sources
+- Multiple database modes are supported: Channel, Local, and Remote
+- The system supports differential updates to minimize bandwidth usage
+- Security levels are enforced for different node installations based on source
+
+## Usage in the Application
+
+The Manager's backend uses these database files to:
+
+1. Provide browsable lists of available nodes and models
+2. Resolve dependencies for installation
+3. Track updates and new versions
+4. Map node classes to their source repositories
+5. Assess risk levels for installation security
+
+## Maintenance Scripts
+
+Each subdirectory contains a `scan.sh` script that assists with:
+- Scanning repositories for new nodes
+- Updating metadata
+- Validating database integrity
+- Generating proper JSON structures
+
+This database system enables a flexible, secure, and comprehensive management system for the ComfyUI ecosystem while the transition to CNR continues.
--- a/node_db/dev/custom-node-list.json
+++ b/node_db/dev/custom-node-list.json
--- a/node_db/dev/extension-node-map.json
+++ b/node_db/dev/extension-node-map.json
--- a/node_db/dev/github-stats.json
+++ b/node_db/dev/github-stats.json
--- a/node_db/forked/custom-node-list.json
+++ b/node_db/forked/custom-node-list.json
@@ -1,8 +1,78 @@
 {
    "custom_nodes": [
+        {
+            "author": "joaomede",
+            "title": "ComfyUI-Unload-Model-Fork",
+            "reference": "https://github.com/joaomede/ComfyUI-Unload-Model-Fork",
+            "files": [
+                "https://github.com/joaomede/ComfyUI-Unload-Model-Fork"
+            ],
+            "install_type": "git-clone",
+            "description": "For unloading a model or all models, using the memory management that is already present in ComfyUI. Copied from [a/https://github.com/willblaschko/ComfyUI-Unload-Models](https://github.com/willblaschko/ComfyUI-Unload-Models) but without the unnecessary extra stuff."
+        },
+        {
+            "author": "SanDiegoDude",
+            "title": "ComfyUI-HiDream-Sampler [WIP]",
+            "reference": "https://github.com/SanDiegoDude/ComfyUI-HiDream-Sampler",
+            "files": [
+                "https://github.com/SanDiegoDude/ComfyUI-HiDream-Sampler"
+            ],
+            "install_type": "git-clone",
+            "description": "A collection of enhanced nodes for ComfyUI that provide powerful additional functionality to your workflows.\nNOTE: The files in the repo are not organized."
+        },
+        {
+            "author": "PramaLLC",
+            "title": "ComfyUI BEN - Background Erase Network",
+            "reference": "https://github.com/PramaLLC/BEN2_ComfyUI",
+            "files": [
+                "https://github.com/PramaLLC/BEN2_ComfyUI"
+            ],
+            "install_type": "git-clone",
+            "description": "Remove backgrounds from images with [a/BEN2](https://huggingface.co/PramaLLC/BEN2) in ComfyUI\nOriginal repo: [a/https://github.com/DoctorDiffusion/ComfyUI-BEN](https://github.com/DoctorDiffusion/ComfyUI-BEN)"
+        },
+        {
+            "author": "BlenderNeko",
+            "title": "ltdrdata/ComfyUI_TiledKSampler",
+            "reference": "https://github.com/ltdrdata/ComfyUI_TiledKSampler",
+            "files": [
+                "https://github.com/ltdrdata/ComfyUI_TiledKSampler"
+            ],
+            "install_type": "git-clone",
+            "description": "PR for [a/https://github.com/BlenderNeko/ComfyUI_TiledKSampler/pull/59](https://github.com/BlenderNeko/ComfyUI_TiledKSampler/pull/59)"
+        },
+        {
+            "author": "leeooo001",
+            "title": "ComfyUI-leo-Hamer",
+            "reference": "https://github.com/leeooo001/ComfyUI-leo-Hamer",
+            "files": [
+                "https://github.com/leeooo001/ComfyUI-leo-Hamer"
+            ],
+            "install_type": "git-clone",
+            "description": "Unoffice Hamer-ComfyUI by leo\nNOTE:base on [a/hamer](https://github.com/geopavlakos/hamer)"
+        },
+        {
+            "author": "leeooo001",
+            "title": "ComfyUI-leo-GVHMR",
+            "reference": "https://github.com/leeooo001/ComfyUI-leo-GVHMR",
+            "files": [
+                "https://github.com/leeooo001/ComfyUI-leo-GVHMR"
+            ],
+            "install_type": "git-clone",
+            "description": "Unoffice Hamer-ComfyUI by leo\nNOTE:base on [a/GVHMR](https://github.com/zju3dv/GVHMR)"
+        },
+        {
+            "author": "leeooo001",
+            "title": "RealisDance-ComfyUI",
+            "reference": "https://github.com/leeooo001/ComfyUI-leo-RealisDance",
+            "files": [
+                "https://github.com/leeooo001/ComfyUI-leo-RealisDance"
+            ],
+            "install_type": "git-clone",
+            "description": "Unoffice RealisDance-ComfyUI by leo\nNOTE:base on [a/RealisDance](https://github.com/damo-cv/RealisDance), modified on [a/RealisDanceComfyui](https://github.com/AIFSH/RealisDance-ComfyUI)"
+        },
        {
            "author": "jags111",
-            "title": "NyaamZ/ComfyUI-Long-CLIP",
+            "title": "NyaamZ/efficiency-nodes-ED",
            "reference": "https://github.com/NyaamZ/efficiency-nodes-ED",
            "files": [
                "https://github.com/NyaamZ/efficiency-nodes-ED"
@@ -69,6 +139,26 @@
            ],
            "install_type": "git-clone",
            "description": "This is a development respository for debugging migration of StableSR to ComfyUI\n\nNOTE:Forked from [https://github.com/gameltb/Comfyui-StableSR]\nPut the StableSR [a/webui_786v_139.ckpt](https://huggingface.co/Iceclear/StableSR/resolve/main/webui_768v_139.ckpt) model into Comyfui/models/stablesr/, Put the StableSR [a/stablesr_768v_000139.ckpt](https://huggingface.co/Iceclear/StableSR/resolve/main/stablesr_768v_000139.ckpt) model into Comyfui/models/checkpoints/"
+        },
+        {
+            "author": "city96",
+            "title": "Efficient-Large-Model/Extra Models for ComfyUI",
+            "reference": "https://github.com/Efficient-Large-Model/ComfyUI_ExtraModels",
+            "files": [
+                "https://github.com/Efficient-Large-Model/ComfyUI_ExtraModels"
+            ],
+            "install_type": "git-clone",
+            "description": "A forked version of ComfyUI_ExtraModels. (modified by Efficient-Large-Model)"
+        },
+        {
+            "author": "Pablerdo",
+            "title": "ComfyUI-PSNodes",
+            "reference": "https://github.com/Pablerdo/ComfyUI-PSNodes",
+            "files": [
+                "https://github.com/Pablerdo/ComfyUI-PSNodes"
+            ],
+            "install_type": "git-clone",
+            "description": "A fork of KJNodes for ComfyUI.\nVarious quality of life -nodes for ComfyUI, mostly just visual stuff to improve usability"
        }
    ]
 }
--- a/node_db/legacy/custom-node-list.json
+++ b/node_db/legacy/custom-node-list.json
--- a/node_db/legacy/model-list.json
+++ b/node_db/legacy/model-list.json
@@ -1,3 +1,148 @@
 {
-  "models": []
+  "models": [
+    {
+      "name": "Inswapper-fp16 (face swap) [REMOVED]",
+      "type": "insightface",
+      "base": "inswapper",
+      "save_path": "insightface",
+      "description": "Checkpoint of the insightface swapper model\n(used by ComfyUI-FaceSwap, comfyui-reactor-node, CharacterFaceSwap,\nComfyUI roop and comfy_mtb)",
+      "reference": "https://github.com/facefusion/facefusion-assets",
+      "filename": "inswapper_128_fp16.onnx",
+      "url": "https://github.com/facefusion/facefusion-assets/releases/download/models/inswapper_128_fp16.onnx",
+      "size": "277.7MB"
+    },
+    {
+      "name": "Inswapper (face swap) [REMOVED]",
+      "type": "insightface",
+      "base": "inswapper",
+      "save_path": "insightface",
+      "description": "Checkpoint of the insightface swapper model\n(used by ComfyUI-FaceSwap, comfyui-reactor-node, CharacterFaceSwap,\nComfyUI roop and comfy_mtb)",
+      "reference": "https://github.com/facefusion/facefusion-assets",
+      "filename": "inswapper_128.onnx",
+      "url": "https://github.com/facefusion/facefusion-assets/releases/download/models/inswapper_128.onnx",
+      "size": "555.3MB"
+    },
+    {
+      "name": "pfg-novel-n10.pt",
+      "type": "PFG",
+      "base": "SD1.5",
+      "save_path": "custom_nodes/pfg-ComfyUI/models",
+      "description": "Pressing 'install' directly downloads the model from the pfg-ComfyUI/models extension node. (Note: Requires ComfyUI-Manager V0.24 or above)",
+      "reference": "https://huggingface.co/furusu/PFG",
+      "filename": "pfg-novel-n10.pt",
+      "url": "https://huggingface.co/furusu/PFG/resolve/main/pfg-novel-n10.pt",
+      "size": "23.6MB"
+    },
+    {
+      "name": "pfg-wd14-n10.pt",
+      "type": "PFG",
+      "base": "SD1.5",
+      "save_path": "custom_nodes/pfg-ComfyUI/models",
+      "description": "Pressing 'install' directly downloads the model from the pfg-ComfyUI/models extension node. (Note: Requires ComfyUI-Manager V0.24 or above)",
+      "reference": "https://huggingface.co/furusu/PFG",
+      "filename": "pfg-wd14-n10.pt",
+      "url": "https://huggingface.co/furusu/PFG/resolve/main/pfg-wd14-n10.pt",
+      "size": "31.5MB"
+    },
+    {
+      "name": "pfg-wd15beta2-n10.pt",
+      "type": "PFG",
+      "base": "SD1.5",
+      "save_path": "custom_nodes/pfg-ComfyUI/models",
+      "description": "Pressing 'install' directly downloads the model from the pfg-ComfyUI/models extension node. (Note: Requires ComfyUI-Manager V0.24 or above)",
+      "reference": "https://huggingface.co/furusu/PFG",
+      "filename": "pfg-wd15beta2-n10.pt",
+      "url": "https://huggingface.co/furusu/PFG/resolve/main/pfg-wd15beta2-n10.pt",
+      "size": "31.5MB"
+    },
+    {
+      "name": "shape_predictor_68_face_landmarks.dat [Face Analysis]",
+      "type": "Shape Predictor",
+      "base": "DLIB",
+      "save_path": "custom_nodes/comfyui_faceanalysis/dlib",
+      "description": "To use the Face Analysis for ComfyUI custom node, installation of this model is needed.",
+      "reference": "https://huggingface.co/matt3ounstable/dlib_predictor_recognition/tree/main",
+      "filename": "shape_predictor_68_face_landmarks.dat",
+      "url": "https://huggingface.co/matt3ounstable/dlib_predictor_recognition/resolve/main/shape_predictor_68_face_landmarks.dat",
+      "size": "99.7MB"
+    },
+    {
+      "name": "dlib_face_recognition_resnet_model_v1.dat [Face Analysis]",
+      "type": "Face Recognition",
+      "base": "DLIB",
+      "save_path": "custom_nodes/comfyui_faceanalysis/dlib",
+      "description": "To use the Face Analysis for ComfyUI custom node, installation of this model is needed.",
+      "reference": "https://huggingface.co/matt3ounstable/dlib_predictor_recognition/tree/main",
+      "filename": "dlib_face_recognition_resnet_model_v1.dat",
+      "url": "https://huggingface.co/matt3ounstable/dlib_predictor_recognition/resolve/main/dlib_face_recognition_resnet_model_v1.dat",
+      "size": "22.5MB"
+    },
+    {
+      "name": "ID-Animator/animator.ckpt",
+      "type": "ID-Animator",
+      "base": "SD1.5",
+      "save_path": "custom_nodes/comfyui_id_animator/models",
+      "description": "ID-Animator checkpoint",
+      "reference": "https://huggingface.co/spaces/ID-Animator/ID-Animator",
+      "filename": "animator.ckpt",
+      "url": "https://huggingface.co/spaces/ID-Animator/ID-Animator/resolve/main/animator.ckpt",
+      "size": "247.3MB"
+    },
+    {
+      "name": "ID-Animator/mm_sd_v15_v2.ckpt",
+      "type": "ID-Animator",
+      "base": "SD1.5",
+      "save_path": "custom_nodes/comfyui_id_animator/models/animatediff_models",
+      "description": "AnimateDiff checkpoint for ID-Animator",
+      "reference": "https://huggingface.co/spaces/ID-Animator/ID-Animator",
+      "filename": "mm_sd_v15_v2.ckpt",
+      "url": "https://huggingface.co/spaces/ID-Animator/ID-Animator/resolve/main/mm_sd_v15_v2.ckpt",
+      "size": "1.82GB"
+    },
+    {
+      "name": "ID-Animator/image_encoder",
+      "type": "ID-Animator",
+      "base": "SD1.5",
+      "save_path": "custom_nodes/comfyui_id_animator/models/image_encoder",
+      "description": "CLIP Image encoder for ID-Animator",
+      "reference": "https://huggingface.co/spaces/ID-Animator/ID-Animator",
+      "filename": "model.safetensors",
+      "url": "https://huggingface.co/spaces/ID-Animator/ID-Animator/resolve/main/image_encoder/model.safetensors",
+      "size": "2.53GB"
+    },
+    {
+      "name": "Doubiiu/ToonCrafter model checkpoint",
+      "type": "checkpoint",
+      "base": "ToonCrafter",
+      "save_path": "custom_nodes/comfyui-tooncrafter/ToonCrafter/checkpoints/tooncrafter_512_interp_v1",
+      "description": "ToonCrafter checkpoint model for ComfyUI-ToonCrafter",
+      "reference": "https://huggingface.co/Doubiiu/ToonCrafter/tree/main",
+      "filename": "model.ckpt",
+      "url": "https://huggingface.co/Doubiiu/ToonCrafter/resolve/main/model.ckpt",
+      "size": "10.5GB"
+    },
+
+    {
+      "name": "BAAI/SegGPT",
+      "type": "SegGPT",
+      "base": "SegGPT",
+      "save_path": "custom_nodes/comfyui-seggpt",
+      "description": "SegGPT",
+      "reference": "https://huggingface.co/BAAI/SegGPT",
+      "filename": "seggpt_vit_large.pth",
+      "url": "https://huggingface.co/BAAI/SegGPT/resolve/main/seggpt_vit_large.pth",
+      "size": "1.48GB"
+    },
+    {
+      "name": "kohya-ss/ControlNet-LLLite: SDXL Canny Anime",
+      "type": "controlnet",
+      "base": "SDXL",
+      "save_path": "custom_nodes/ControlNet-LLLite-ComfyUI/models",
+      "description": "An extremely compactly designed controlnet model (a.k.a. ControlNet-LLLite). Note: The model structure is highly experimental and may be subject to change in the future.",
+      "reference": "https://huggingface.co/kohya-ss/controlnet-lllite",
+      "filename": "controllllite_v01032064e_sdxl_canny_anime.safetensors",
+      "url": "https://huggingface.co/kohya-ss/controlnet-lllite/resolve/main/controllllite_v01032064e_sdxl_canny_anime.safetensors",
+      "size": "46.2MB"
+    }
+  ]
 }
--- a/node_db/new/custom-node-list.json
+++ b/node_db/new/custom-node-list.json
--- a/node_db/new/extension-node-map.json
+++ b/node_db/new/extension-node-map.json
--- a/node_db/new/model-list.json
+++ b/node_db/new/model-list.json
--- a/node_db/tutorial/custom-node-list.json
+++ b/node_db/tutorial/custom-node-list.json
@@ -1,5 +1,15 @@
 {
    "custom_nodes": [
+        {
+            "author": "Comfy-Org",
+            "title": "ComfyUI React Extension Template",
+            "reference": "https://github.com/Comfy-Org/ComfyUI-React-Extension-Template",
+            "files": [
+                "https://github.com/Comfy-Org/ComfyUI-React-Extension-Template"
+            ],
+            "install_type": "git-clone",
+            "description": "A minimal template for creating React/TypeScript frontend extensions for ComfyUI, with complete boilerplate setup including internationalization and unit testing."
+        },
        {
            "author": "Suzie1",
            "title": "Guide To Making Custom Nodes in ComfyUI",
@@ -90,16 +100,6 @@
            "install_type": "git-clone",
            "description": "Nodes:WW_ImageResize"
        },
-        {
-            "author": "bmz55",
-            "title": "bmz nodes",
-            "reference": "https://github.com/bmz55/comfyui-bmz-nodes",
-            "files": [
-                "https://github.com/bmz55/comfyui-bmz-nodes"
-            ],
-            "install_type": "git-clone",
-            "description": "Nodes:Load Images From Dir With Name (Inspire - BMZ), Count Images In Dir (BMZ), Get Level Text (BMZ), Get Level Float (BMZ)"
-        },
        {
            "author": "azure-dragon-ai",
            "title": "ComfyUI-HPSv2-Nodes",
@@ -150,26 +150,6 @@
            "install_type": "git-clone",
            "description": "This module provides an annotation @ComfyFunc to streamline adding custom node types in ComfyUI. It processes your function's signature to create a wrapped function and custom node definition required for ComfyUI, eliminating all the boilerplate code. In most cases you can just add a @ComfyFunc(\"category\") annotation to your existing function."
        },
-        {
-            "author": "MokkaBoss1",
-            "title": "Woman_in_a_dress",
-            "reference": "https://github.com/MokkaBoss1/Woman_in_a_dress",
-            "files": [
-                "https://github.com/MokkaBoss1/Woman_in_a_dress/raw/main/Woman_In_A_Dress.py"
-            ],
-            "install_type": "git-clone",
-            "description": "Nodes:Woman_in_a_dress"
-        },
-        {
-            "author": "shinich39",
-            "title": "comfyui-concat-text-39",
-            "reference": "https://github.com/shinich39/comfyui-concat-text-39",
-            "files": [
-                "https://github.com/shinich39/comfyui-concat-text-39"
-            ],
-            "install_type": "git-clone",
-            "description": "Nodes:Concatenate multiple text nodes."
-        },
        {
            "author": "OuticNZ",
            "title": "ComfyUI-Simple-Of-Complex",
@@ -250,6 +230,107 @@
            ],
            "install_type": "git-clone",
            "description": "The primitive node and dummy input are required because comfy doesn't accept requests with identical graphs. You'll also need a show text node. I like the one from ComfyUI-Custom-Scripts. I got the generic tetris remake from claude so it may or may not be ripped from somewhere else."
+        },
+        {
+            "author": "FlyMyAI",
+            "title": "ComfyUI-ExampleNode",
+            "reference": "https://github.com/FlyMyAI/ComfyUI-ExampleNode",
+            "files": [
+                "https://github.com/FlyMyAI/ComfyUI-ExampleNode"
+            ],
+            "install_type": "git-clone",
+            "description": "Node to provide convenient ComfyUI standard, supported by flymy_comfyui."
+        },
+        {
+            "author": "Wanghanying",
+            "title": "ComfyUI_RAGDemo",
+            "reference": "https://github.com/Wanghanying/ComfyUI_RAGDemo",
+            "files": [
+                "https://github.com/Wanghanying/ComfyUI_RAGDemo"
+            ],
+            "install_type": "git-clone",
+            "description": "RAG Demo for LLM"
+        },
+        {
+            "author": "FelixTeutsch",
+            "title": "BachelorThesis",
+            "reference": "https://github.com/FelixTeutsch/BachelorThesis",
+            "files": [
+                "https://github.com/FelixTeutsch/BachelorThesis"
+            ],
+            "install_type": "git-clone",
+            "description": "This is a ComfyUi custom node, that build a new UI on top of the already existing AI, to enable the use of custom controllers"
+        },
+        {
+            "author": "jhj0517",
+            "title": "ComfyUI-CustomNodes-Template",
+            "reference": "https://github.com/jhj0517/ComfyUI-CustomNodes-Template",
+            "files": [
+                "https://github.com/jhj0517/ComfyUI-CustomNodes-Template"
+            ],
+            "install_type": "git-clone",
+            "description": "This is the ComfyUI custom node template repository that anyone can use to create their own custom nodes."
+        },
+        {
+            "author": "laogou666",
+            "title": "Comfyui_LG_Advertisement",
+            "reference": "https://github.com/LAOGOU-666/Comfyui_LG_Advertisement",
+            "files": [
+                "https://github.com/LAOGOU-666/Comfyui_LG_Advertisement"
+            ],
+            "install_type": "git-clone",
+            "description": "A node for demonstration."
+        },
+        {
+            "author": "amorano",
+            "title": "cozy_spoke",
+            "reference": "https://github.com/cozy-comfyui/cozy_spoke",
+            "files": [
+                "https://github.com/cozy-comfyui/cozy_spoke"
+            ],
+            "install_type": "git-clone",
+            "description": "Example node communicating between ComfyUI Javascript and Python."
+        },
+        {
+            "author": "amorano",
+            "title": "Cozy Link Toggle",
+            "id": "cozyLinkToggle",
+            "reference": "https://github.com/cozy-comfyui/cozy_link_toggle",
+            "files": [
+                "https://github.com/cozy-comfyui/cozy_link_toggle"
+            ],
+            "install_type": "git-clone",
+            "description": "Example of using ComfyUI Toolbar to Toggle ComfyUI links on/off"
+        },
+        {
+            "author": "xhiroga",
+            "title": "ComfyUI-TypeScript-CustomNode",
+            "reference": "https://github.com/xhiroga/ComfyUI-TypeScript-CustomNode",
+            "files": [
+                "https://github.com/xhiroga/ComfyUI-TypeScript-CustomNode"
+            ],
+            "install_type": "git-clone",
+            "description": "This project is generated from xhiroga/ComfyUI-TypeScript-CustomNode"
+        },
+        {
+            "author": "zentrocdot",
+            "title": "ComfyUI-Turtle_Graphics_Demos",
+            "reference": "https://github.com/zentrocdot/ComfyUI-Turtle_Graphics_Demo",
+            "files": [
+                "https://github.com/zentrocdot/ComfyUI-Turtle_Graphics_Demo"
+            ],
+            "description": "ComfyUI node for creating some Turtle Graphic demos.", 
+            "install_type": "git-clone"
+        },
+        {
+            "author": "cozy-comfyui",
+            "title": "cozy_ex_dynamic",
+            "reference": "https://github.com/cozy-comfyui/cozy_ex_dynamic",
+            "files": [
+                "https://github.com/cozy-comfyui/cozy_ex_dynamic"
+            ],
+            "description": "Dynamic Node examples for ComfyUI",
+            "install_type": "git-clone"
        }
    ]
 }
--- a/node_db/tutorial/extension-node-map.json
+++ b/node_db/tutorial/extension-node-map.json
@@ -1 +1,573 @@
-{}
+{
+    "https://github.com/BadCafeCode/execution-inversion-demo-comfyui": [
+        [
+            "AccumulateNode",
+            "AccumulationGetItemNode",
+            "AccumulationGetLengthNode",
+            "AccumulationHeadNode",
+            "AccumulationSetItemNode",
+            "AccumulationTailNode",
+            "AccumulationToListNode",
+            "BoolOperationNode",
+            "ComponentInput",
+            "ComponentMetadata",
+            "ComponentOutput",
+            "DebugPrint",
+            "ExecutionBlocker",
+            "FloatConditions",
+            "ForLoopClose",
+            "ForLoopOpen",
+            "IntConditions",
+            "IntMathOperation",
+            "InversionDemoAdvancedPromptNode",
+            "InversionDemoLazyConditional",
+            "InversionDemoLazyIndexSwitch",
+            "InversionDemoLazyMixImages",
+            "InversionDemoLazySwitch",
+            "ListToAccumulationNode",
+            "MakeListNode",
+            "StringConditions",
+            "ToBoolNode",
+            "WhileLoopClose",
+            "WhileLoopOpen"
+        ],
+        {
+            "title_aux": "execution-inversion-demo-comfyui"
+        }
+    ],
+    "https://github.com/BetaDoggo/ComfyUI-Tetris": [
+        [
+            "Tetris"
+        ],
+        {
+            "title_aux": "ComfyUI Tetris"
+        }
+    ],
+    "https://github.com/BoosterCore/ComfyUI-BC-Experimental": [
+        [
+            "ClipTextEncodeBC",
+            "ClipTextEncodeBCA",
+            "FluxEmptyLatentSize",
+            "LoraWithTriggerWord",
+            "SaveAnyText",
+            "SimpleText"
+        ],
+        {
+            "title_aux": "ComfyUI-BC-Experimental"
+        }
+    ],
+    "https://github.com/FlyMyAI/ComfyUI-ExampleNode": [
+        [
+            "ExampleT2IFMANode"
+        ],
+        {
+            "title_aux": "ComfyUI-ExampleNode"
+        }
+    ],
+    "https://github.com/IvanRybakov/comfyui-node-int-to-string-convertor": [
+        [
+            "Int To String"
+        ],
+        {
+            "title_aux": "comfyui-node-int-to-string-convertor"
+        }
+    ],
+    "https://github.com/LarryJane491/Custom-Node-Base": [
+        [
+            "My First Node"
+        ],
+        {
+            "title_aux": "Custom-Node-Base"
+        }
+    ],
+    "https://github.com/OuticNZ/ComfyUI-Simple-Of-Complex": [
+        [
+            "Pipe From Parameters",
+            "Pipe To Parameters",
+            "Prompt Tidy",
+            "Text Switch 2 Way",
+            "Text With Context"
+        ],
+        {
+            "title_aux": "ComfyUI-Simple-Of-Complex"
+        }
+    ],
+    "https://github.com/Suzie1/ComfyUI_Guide_To_Making_Custom_Nodes": [
+        [
+            "Concatenate Hello World",
+            "Hello World Overlay Text",
+            "Print Hello World"
+        ],
+        {
+            "title_aux": "Guide To Making Custom Nodes in ComfyUI"
+        }
+    ],
+    "https://github.com/Wanghanying/ComfyUI_RAGDemo": [
+        [
+            "testRAG"
+        ],
+        {
+            "title_aux": "ComfyUI_RAGDemo"
+        }
+    ],
+    "https://github.com/azure-dragon-ai/ComfyUI-HPSv2-Nodes": [
+        [
+            "GetImageSize",
+            "HaojihuiHPSv2ImageProcessor",
+            "HaojihuiHPSv2ImageScore",
+            "HaojihuiHPSv2ImageScores",
+            "HaojihuiHPSv2Loader",
+            "HaojihuiHPSv2SaveAnimatedWEBP",
+            "HaojihuiHPSv2SaveImage",
+            "HaojihuiHPSv2SaveWEBP",
+            "HaojihuiHPSv2SaveWebpImage",
+            "HaojihuiHPSv2TextProcessor",
+            "SaveImageWebp",
+            "ScaleShort"
+        ],
+        {
+            "title_aux": "ComfyUI-HPSv2-Nodes"
+        }
+    ],
+    "https://github.com/bamboodia/BAM_Nodes": [
+        [
+            "BAM Crop To Ratio",
+            "BAM Empty Latent By Ratio",
+            "BAM Get Shortest Side",
+            "BAM OnOff INT",
+            "BAM Random Float",
+            "BAM Random Image From Folder"
+        ],
+        {
+            "title_aux": "BAM Nodes"
+        }
+    ],
+    "https://github.com/boricuapab/ComfyUI_BoricuapabWFNodePack": [
+        [
+            "BoricuapabWF Concatenate Hello World",
+            "BoricuapabWF Integer",
+            "BoricuapabWF Print Hello Puerto Rican World",
+            "BoricuapabWF Print Puerto Rican"
+        ],
+        {
+            "title_aux": "ComfyUI_BoricuapabWFNodePack"
+        }
+    ],
+    "https://github.com/comfyanonymous/ComfyUI": [
+        [
+            "AddNoise",
+            "AlignYourStepsScheduler",
+            "BasicGuider",
+            "BasicScheduler",
+            "BetaSamplingScheduler",
+            "CFGGuider",
+            "CLIPAttentionMultiply",
+            "CLIPLoader",
+            "CLIPMergeAdd",
+            "CLIPMergeSimple",
+            "CLIPMergeSubtract",
+            "CLIPSave",
+            "CLIPSetLastLayer",
+            "CLIPTextEncode",
+            "CLIPTextEncodeControlnet",
+            "CLIPTextEncodeFlux",
+            "CLIPTextEncodeHunyuanDiT",
+            "CLIPTextEncodePixArtAlpha",
+            "CLIPTextEncodeSD3",
+            "CLIPTextEncodeSDXL",
+            "CLIPTextEncodeSDXLRefiner",
+            "CLIPVisionEncode",
+            "CLIPVisionLoader",
+            "Canny",
+            "CheckpointLoader",
+            "CheckpointLoaderSimple",
+            "CheckpointSave",
+            "ConditioningAverage",
+            "ConditioningCombine",
+            "ConditioningConcat",
+            "ConditioningSetArea",
+            "ConditioningSetAreaPercentage",
+            "ConditioningSetAreaStrength",
+            "ConditioningSetMask",
+            "ConditioningSetTimestepRange",
+            "ConditioningStableAudio",
+            "ConditioningZeroOut",
+            "ControlNetApply",
+            "ControlNetApplyAdvanced",
+            "ControlNetApplySD3",
+            "ControlNetInpaintingAliMamaApply",
+            "ControlNetLoader",
+            "CropMask",
+            "DiffControlNetLoader",
+            "DifferentialDiffusion",
+            "DiffusersLoader",
+            "DisableNoise",
+            "DualCFGGuider",
+            "DualCLIPLoader",
+            "EmptyHunyuanLatentVideo",
+            "EmptyImage",
+            "EmptyLTXVLatentVideo",
+            "EmptyLatentAudio",
+            "EmptyLatentImage",
+            "EmptyMochiLatentVideo",
+            "EmptySD3LatentImage",
+            "ExponentialScheduler",
+            "FeatherMask",
+            "FlipSigmas",
+            "FluxGuidance",
+            "FreeU",
+            "FreeU_V2",
+            "GITSScheduler",
+            "GLIGENLoader",
+            "GLIGENTextBoxApply",
+            "GrowMask",
+            "HyperTile",
+            "HypernetworkLoader",
+            "ImageBatch",
+            "ImageBlend",
+            "ImageBlur",
+            "ImageColorToMask",
+            "ImageCompositeMasked",
+            "ImageCrop",
+            "ImageFromBatch",
+            "ImageInvert",
+            "ImageOnlyCheckpointLoader",
+            "ImageOnlyCheckpointSave",
+            "ImagePadForOutpaint",
+            "ImageQuantize",
+            "ImageScale",
+            "ImageScaleBy",
+            "ImageScaleToTotalPixels",
+            "ImageSharpen",
+            "ImageToMask",
+            "ImageUpscaleWithModel",
+            "InpaintModelConditioning",
+            "InstructPixToPixConditioning",
+            "InvertMask",
+            "JoinImageWithAlpha",
+            "KSampler",
+            "KSamplerAdvanced",
+            "KSamplerSelect",
+            "KarrasScheduler",
+            "LTXVConditioning",
+            "LTXVImgToVideo",
+            "LTXVScheduler",
+            "LaplaceScheduler",
+            "LatentAdd",
+            "LatentApplyOperation",
+            "LatentApplyOperationCFG",
+            "LatentBatch",
+            "LatentBatchSeedBehavior",
+            "LatentBlend",
+            "LatentComposite",
+            "LatentCompositeMasked",
+            "LatentCrop",
+            "LatentFlip",
+            "LatentFromBatch",
+            "LatentInterpolate",
+            "LatentMultiply",
+            "LatentOperationSharpen",
+            "LatentOperationTonemapReinhard",
+            "LatentRotate",
+            "LatentSubtract",
+            "LatentUpscale",
+            "LatentUpscaleBy",
+            "Load3D",
+            "Load3DAnimation",
+            "LoadAudio",
+            "LoadImage",
+            "LoadImageMask",
+            "LoadLatent",
+            "LoraLoader",
+            "LoraLoaderModelOnly",
+            "LoraSave",
+            "Mahiro",
+            "MaskComposite",
+            "MaskToImage",
+            "ModelMergeAdd",
+            "ModelMergeAuraflow",
+            "ModelMergeBlocks",
+            "ModelMergeFlux1",
+            "ModelMergeLTXV",
+            "ModelMergeMochiPreview",
+            "ModelMergeSD1",
+            "ModelMergeSD2",
+            "ModelMergeSD35_Large",
+            "ModelMergeSD3_2B",
+            "ModelMergeSDXL",
+            "ModelMergeSimple",
+            "ModelMergeSubtract",
+            "ModelSamplingAuraFlow",
+            "ModelSamplingContinuousEDM",
+            "ModelSamplingContinuousV",
+            "ModelSamplingDiscrete",
+            "ModelSamplingFlux",
+            "ModelSamplingLTXV",
+            "ModelSamplingSD3",
+            "ModelSamplingStableCascade",
+            "ModelSave",
+            "Morphology",
+            "PatchModelAddDownscale",
+            "PerpNeg",
+            "PerpNegGuider",
+            "PerturbedAttentionGuidance",
+            "PhotoMakerEncode",
+            "PhotoMakerLoader",
+            "PolyexponentialScheduler",
+            "PorterDuffImageComposite",
+            "Preview3D",
+            "PreviewAudio",
+            "PreviewImage",
+            "RandomNoise",
+            "RebatchImages",
+            "RebatchLatents",
+            "RepeatImageBatch",
+            "RepeatLatentBatch",
+            "RescaleCFG",
+            "SDTurboScheduler",
+            "SD_4XUpscale_Conditioning",
+            "SV3D_Conditioning",
+            "SVD_img2vid_Conditioning",
+            "SamplerCustom",
+            "SamplerCustomAdvanced",
+            "SamplerDPMAdaptative",
+            "SamplerDPMPP_2M_SDE",
+            "SamplerDPMPP_2S_Ancestral",
+            "SamplerDPMPP_3M_SDE",
+            "SamplerDPMPP_SDE",
+            "SamplerEulerAncestral",
+            "SamplerEulerAncestralCFGPP",
+            "SamplerEulerCFGpp",
+            "SamplerLCMUpscale",
+            "SamplerLMS",
+            "SaveAnimatedPNG",
+            "SaveAnimatedWEBP",
+            "SaveAudio",
+            "SaveImage",
+            "SaveImageWebsocket",
+            "SaveLatent",
+            "SelfAttentionGuidance",
+            "SetLatentNoiseMask",
+            "SetUnionControlNetType",
+            "SkipLayerGuidanceDiT",
+            "SkipLayerGuidanceSD3",
+            "SolidMask",
+            "SplitImageWithAlpha",
+            "SplitSigmas",
+            "SplitSigmasDenoise",
+            "StableCascade_EmptyLatentImage",
+            "StableCascade_StageB_Conditioning",
+            "StableCascade_StageC_VAEEncode",
+            "StableCascade_SuperResolutionControlnet",
+            "StableZero123_Conditioning",
+            "StableZero123_Conditioning_Batched",
+            "StubConstantImage",
+            "StubFloat",
+            "StubImage",
+            "StubInt",
+            "StubMask",
+            "StyleModelApply",
+            "StyleModelLoader",
+            "TestAccumulateNode",
+            "TestAccumulationGetItemNode",
+            "TestAccumulationGetLengthNode",
+            "TestAccumulationHeadNode",
+            "TestAccumulationSetItemNode",
+            "TestAccumulationTailNode",
+            "TestAccumulationToListNode",
+            "TestBoolOperationNode",
+            "TestCustomIsChanged",
+            "TestCustomValidation1",
+            "TestCustomValidation2",
+            "TestCustomValidation3",
+            "TestCustomValidation4",
+            "TestCustomValidation5",
+            "TestDynamicDependencyCycle",
+            "TestExecutionBlocker",
+            "TestFloatConditions",
+            "TestForLoopClose",
+            "TestForLoopOpen",
+            "TestIntConditions",
+            "TestIntMathOperation",
+            "TestIsChangedWithConstants",
+            "TestLazyMixImages",
+            "TestListToAccumulationNode",
+            "TestMakeListNode",
+            "TestMixedExpansionReturns",
+            "TestStringConditions",
+            "TestToBoolNode",
+            "TestVariadicAverage",
+            "TestWhileLoopClose",
+            "TestWhileLoopOpen",
+            "ThresholdMask",
+            "TomePatchModel",
+            "TorchCompileModel",
+            "TripleCLIPLoader",
+            "UNETLoader",
+            "UNetCrossAttentionMultiply",
+            "UNetSelfAttentionMultiply",
+            "UNetTemporalAttentionMultiply",
+            "UpscaleModelLoader",
+            "VAEDecode",
+            "VAEDecodeAudio",
+            "VAEDecodeTiled",
+            "VAEEncode",
+            "VAEEncodeAudio",
+            "VAEEncodeForInpaint",
+            "VAEEncodeTiled",
+            "VAELoader",
+            "VAESave",
+            "VPScheduler",
+            "VideoLinearCFGGuidance",
+            "VideoTriangleCFGGuidance",
+            "WebcamCapture",
+            "unCLIPCheckpointLoader",
+            "unCLIPConditioning"
+        ],
+        {
+            "title_aux": "ComfyUI"
+        }
+    ],
+    "https://github.com/dynamixar/Atluris": [
+        [
+            "RandomLine"
+        ],
+        {
+            "title_aux": "Atluris"
+        }
+    ],
+    "https://github.com/ecjojo/ecjojo-example-nodes": [
+        [
+            "BiggerNote_Example",
+            "DisplayTextNode_Example",
+            "EmptyNode_Example",
+            "ExampleNode_Example",
+            "FilePrefixNode_Example",
+            "HelloWorldNode_Example",
+            "RandomSizeNode_Example",
+            "StringNode_Example",
+            "TextOverlayNode_Example"
+        ],
+        {
+            "title_aux": "ecjojo_example_nodes"
+        }
+    ],
+    "https://github.com/et118/ComfyUI-ElGogh-Nodes": [
+        [
+            "ElGoghCLIPSetLastLayer",
+            "ElGoghCheckpointLoaderSimple",
+            "ElGoghEmptyLatentImage",
+            "ElGoghKSamplerAdvanced",
+            "ElGoghNegativePrompt",
+            "ElGoghPositivePrompt",
+            "ElGoghPrimaryLoraLoader",
+            "ElGoghSecondaryLoraLoader",
+            "ElGoghSendWebsocketNSFWBool",
+            "ElGoghTertiaryLoraLoader",
+            "ElGoghVAELoader"
+        ],
+        {
+            "title_aux": "ComfyUI-ElGogh-Nodes"
+        }
+    ],
+    "https://github.com/foxtrot-roger/comfyui-custom-nodes": [
+        [
+            "RF_Tutorial"
+        ],
+        {
+            "title_aux": "comfyui-custom-nodes"
+        }
+    ],
+    "https://github.com/jhj0517/ComfyUI-CustomNodes-Template": [
+        [
+            "(Down)Load My Model",
+            "Calculate Minus",
+            "Calculate Plus",
+            "Example Output Node"
+        ],
+        {
+            "title_aux": "ComfyUI-CustomNodes-Template"
+        }
+    ],
+    "https://github.com/jtong/comfyui-jtong-workflow": [
+        [
+            "Example",
+            "high_workflow_caller",
+            "jtong.Highend",
+            "jtong.Highway"
+        ],
+        {
+            "author": "Trung0246",
+            "description": "Random nodes for ComfyUI I made to solve my struggle with ComfyUI (ex: pipe, process). Have varying quality.",
+            "nickname": "ComfyUI-0246",
+            "title": "ComfyUI-0246",
+            "title_aux": "comfyui-jtong-workflow"
+        }
+    ],
+    "https://github.com/kappa54m/ComfyUI_Usability": [
+        [
+            "KLoadImageByPath",
+            "KLoadImageByPathAdvanced",
+            "KLoadImageDedup"
+        ],
+        {
+            "title_aux": "ComfyUI-HPSv2-Nodes"
+        }
+    ],
+    "https://github.com/mira-6/mira-wildcard-node": [
+        [
+            "MiraWildcard"
+        ],
+        {
+            "author": "mira-6",
+            "description": "Single-node wildcard implementation.",
+            "nickname": "mira-wildcard-node",
+            "title": "mira-wildcard-node",
+            "title_aux": "mira-wildcard-node"
+        }
+    ],
+    "https://github.com/sonyeon-sj/ComfyUI-easy_ImageSize_Selecter": [
+        [
+            "ImageSizer",
+            "promptSelecter"
+        ],
+        {
+            "title_aux": "ComfyUI-easy_ImageSize_Selecter"
+        }
+    ],
+    "https://github.com/thinkthinking/ComfyUI-Ye": [
+        [
+            "CheckpointLoader|Ye",
+            "OllamaVision|Ye",
+            "PrintHelloWorld|Ye",
+            "Signature|Ye"
+        ],
+        {
+            "title_aux": "ComfyUI-Ye"
+        }
+    ],
+    "https://github.com/wailovet/ComfyUI-WW": [
+        [
+            "WW_AccumulationPreviewImages",
+            "WW_AppendString",
+            "WW_CurrentPreviewImages",
+            "WW_ImageResize",
+            "WW_PreviewTextNode",
+            "WW_RandString"
+        ],
+        {
+            "title_aux": "ComfyUI-WW"
+        }
+    ],
+    "https://github.com/yowipr/ComfyUI-Manual": [
+        [
+            "EXAMPLE",
+            "M_Layer",
+            "M_Output",
+            "M_RenderArea"
+        ],
+        {
+            "title_aux": "ComfyUI-Manual"
+        }
+    ]
+}
--- a/node_db/tutorial/scan.sh
+++ b/node_db/tutorial/scan.sh
@@ -1,4 +1,3 @@
 #!/bin/bash
-source ../../../../venv/bin/activate
-rm .tmp/*.py > /dev/null
-python ../../scanner.py
+rm ~/.tmp/dev/*.py > /dev/null 2>&1
+python ../../scanner.py ~/.tmp/tutorial
--- a/notebooks/comfyui_colab_with_manager.ipynb
+++ b/notebooks/comfyui_colab_with_manager.ipynb
@@ -1,372 +1,373 @@
 {
-  "cells": [
-    {
-      "cell_type": "markdown",
-      "metadata": {
-        "id": "aaaaaaaaaa"
-      },
-      "source": [
-        "Git clone the repo and install the requirements. (ignore the pip errors about protobuf)"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "execution_count": null,
-      "metadata": {
-        "id": "bbbbbbbbbb"
-      },
-      "outputs": [],
-      "source": [
-        "# #@title Environment Setup\n",
-        "\n",
-        "from pathlib import Path\n",
-        "\n",
-        "OPTIONS = {}\n",
-        "\n",
-        "USE_GOOGLE_DRIVE = True  #@param {type:\"boolean\"}\n",
-        "UPDATE_COMFY_UI = True  #@param {type:\"boolean\"}\n",
-        "USE_COMFYUI_MANAGER = True  #@param {type:\"boolean\"}\n",
-        "INSTALL_CUSTOM_NODES_DEPENDENCIES = True  #@param {type:\"boolean\"}\n",
-        "OPTIONS['USE_GOOGLE_DRIVE'] = USE_GOOGLE_DRIVE\n",
-        "OPTIONS['UPDATE_COMFY_UI'] = UPDATE_COMFY_UI\n",
-        "OPTIONS['USE_COMFYUI_MANAGER'] = USE_COMFYUI_MANAGER\n",
-        "OPTIONS['INSTALL_CUSTOM_NODES_DEPENDENCIES'] = INSTALL_CUSTOM_NODES_DEPENDENCIES\n",
-        "\n",
-        "current_dir = !pwd\n",
-        "WORKSPACE = f\"{current_dir[0]}/ComfyUI\"\n",
-        "\n",
-        "if OPTIONS['USE_GOOGLE_DRIVE']:\n",
-        "    !echo \"Mounting Google Drive...\"\n",
-        "    %cd /\n",
-        "\n",
-        "    from google.colab import drive\n",
-        "    drive.mount('/content/drive')\n",
-        "\n",
-        "    WORKSPACE = \"/content/drive/MyDrive/ComfyUI\"\n",
-        "    %cd /content/drive/MyDrive\n",
-        "\n",
-        "![ ! -d $WORKSPACE ] && echo -= Initial setup ComfyUI =- && git clone https://github.com/comfyanonymous/ComfyUI\n",
-        "%cd $WORKSPACE\n",
-        "\n",
-        "if OPTIONS['UPDATE_COMFY_UI']:\n",
-        "  !echo -= Updating ComfyUI =-\n",
-        "\n",
-        "  # Correction of the issue of permissions being deleted on Google Drive.\n",
-        "  ![ -f \".ci/nightly/update_windows/update_comfyui_and_python_dependencies.bat\" ] && chmod 755 .ci/nightly/update_windows/update_comfyui_and_python_dependencies.bat\n",
-        "  ![ -f \".ci/nightly/windows_base_files/run_nvidia_gpu.bat\" ] && chmod 755 .ci/nightly/windows_base_files/run_nvidia_gpu.bat\n",
-        "  ![ -f \".ci/update_windows/update_comfyui_and_python_dependencies.bat\" ] && chmod 755 .ci/update_windows/update_comfyui_and_python_dependencies.bat\n",
-        "  ![ -f \".ci/update_windows_cu118/update_comfyui_and_python_dependencies.bat\" ] && chmod 755 .ci/update_windows_cu118/update_comfyui_and_python_dependencies.bat\n",
-        "  ![ -f \".ci/update_windows/update.py\" ] && chmod 755 .ci/update_windows/update.py\n",
-        "  ![ -f \".ci/update_windows/update_comfyui.bat\" ] && chmod 755 .ci/update_windows/update_comfyui.bat\n",
-        "  ![ -f \".ci/update_windows/README_VERY_IMPORTANT.txt\" ] && chmod 755 .ci/update_windows/README_VERY_IMPORTANT.txt\n",
-        "  ![ -f \".ci/update_windows/run_cpu.bat\" ] && chmod 755 .ci/update_windows/run_cpu.bat\n",
-        "  ![ -f \".ci/update_windows/run_nvidia_gpu.bat\" ] && chmod 755 .ci/update_windows/run_nvidia_gpu.bat\n",
-        "\n",
-        "  !git pull\n",
-        "\n",
-        "!echo -= Install dependencies =-\n",
-        "!pip3 install accelerate\n",
-        "!pip3 install einops transformers>=4.28.1 safetensors>=0.4.2 aiohttp pyyaml Pillow scipy tqdm psutil tokenizers>=0.13.3\n",
-        "!pip3 install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu121\n",
-        "!pip3 install torchsde\n",
-        "!pip3 install kornia>=0.7.1 spandrel soundfile sentencepiece\n",
-        "\n",
-        "if OPTIONS['USE_COMFYUI_MANAGER']:\n",
-        "  %cd custom_nodes\n",
-        "\n",
-        "  # Correction of the issue of permissions being deleted on Google Drive.\n",
-        "  ![ -f \"ComfyUI-Manager/check.sh\" ] && chmod 755 ComfyUI-Manager/check.sh\n",
-        "  ![ -f \"ComfyUI-Manager/scan.sh\" ] && chmod 755 ComfyUI-Manager/scan.sh\n",
-        "  ![ -f \"ComfyUI-Manager/node_db/dev/scan.sh\" ] && chmod 755 ComfyUI-Manager/node_db/dev/scan.sh\n",
-        "  ![ -f \"ComfyUI-Manager/scripts/install-comfyui-venv-linux.sh\" ] && chmod 755 ComfyUI-Manager/scripts/install-comfyui-venv-linux.sh\n",
-        "  ![ -f \"ComfyUI-Manager/scripts/install-comfyui-venv-win.bat\" ] && chmod 755 ComfyUI-Manager/scripts/install-comfyui-venv-win.bat\n",
-        "\n",
-        "  ![ ! -d ComfyUI-Manager ] && echo -= Initial setup ComfyUI-Manager =- && git clone https://github.com/ltdrdata/ComfyUI-Manager\n",
-        "  %cd ComfyUI-Manager\n",
-        "  !git pull\n",
-        "\n",
-        "%cd $WORKSPACE\n",
-        "\n",
-        "if OPTIONS['INSTALL_CUSTOM_NODES_DEPENDENCIES']:\n",
-        "  !echo -= Install custom nodes dependencies =-\n",
-        "  !pip install GitPython\n",
-        "  !python custom_nodes/ComfyUI-Manager/cm-cli.py restore-dependencies\n"
-      ]
-    },
-    {
-      "cell_type": "markdown",
-      "metadata": {
-        "id": "cccccccccc"
-      },
-      "source": [
-        "Download some models/checkpoints/vae or custom comfyui nodes (uncomment the commands for the ones you want)"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "execution_count": null,
-      "metadata": {
-        "id": "dddddddddd"
-      },
-      "outputs": [],
-      "source": [
-        "# Checkpoints\n",
-        "\n",
-        "### SDXL\n",
-        "### I recommend these workflow examples: https://comfyanonymous.github.io/ComfyUI_examples/sdxl/\n",
-        "\n",
-        "#!wget -c https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/resolve/main/sd_xl_base_1.0.safetensors -P ./models/checkpoints/\n",
-        "#!wget -c https://huggingface.co/stabilityai/stable-diffusion-xl-refiner-1.0/resolve/main/sd_xl_refiner_1.0.safetensors -P ./models/checkpoints/\n",
-        "\n",
-        "# SDXL ReVision\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/clip_vision_g/resolve/main/clip_vision_g.safetensors -P ./models/clip_vision/\n",
-        "\n",
-        "# SD1.5\n",
-        "!wget -c https://huggingface.co/runwayml/stable-diffusion-v1-5/resolve/main/v1-5-pruned-emaonly.ckpt -P ./models/checkpoints/\n",
-        "\n",
-        "# SD2\n",
-        "#!wget -c https://huggingface.co/stabilityai/stable-diffusion-2-1-base/resolve/main/v2-1_512-ema-pruned.safetensors -P ./models/checkpoints/\n",
-        "#!wget -c https://huggingface.co/stabilityai/stable-diffusion-2-1/resolve/main/v2-1_768-ema-pruned.safetensors -P ./models/checkpoints/\n",
-        "\n",
-        "# Some SD1.5 anime style\n",
-        "#!wget -c https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/Models/AbyssOrangeMix2/AbyssOrangeMix2_hard.safetensors -P ./models/checkpoints/\n",
-        "#!wget -c https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/Models/AbyssOrangeMix3/AOM3A1_orangemixs.safetensors -P ./models/checkpoints/\n",
-        "#!wget -c https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/Models/AbyssOrangeMix3/AOM3A3_orangemixs.safetensors -P ./models/checkpoints/\n",
-        "#!wget -c https://huggingface.co/Linaqruf/anything-v3.0/resolve/main/anything-v3-fp16-pruned.safetensors -P ./models/checkpoints/\n",
-        "\n",
-        "# Waifu Diffusion 1.5 (anime style SD2.x 768-v)\n",
-        "#!wget -c https://huggingface.co/waifu-diffusion/wd-1-5-beta3/resolve/main/wd-illusion-fp16.safetensors -P ./models/checkpoints/\n",
-        "\n",
-        "\n",
-        "# unCLIP models\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/illuminatiDiffusionV1_v11_unCLIP/resolve/main/illuminatiDiffusionV1_v11-unclip-h-fp16.safetensors -P ./models/checkpoints/\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/wd-1.5-beta2_unCLIP/resolve/main/wd-1-5-beta2-aesthetic-unclip-h-fp16.safetensors -P ./models/checkpoints/\n",
-        "\n",
-        "\n",
-        "# VAE\n",
-        "!wget -c https://huggingface.co/stabilityai/sd-vae-ft-mse-original/resolve/main/vae-ft-mse-840000-ema-pruned.safetensors -P ./models/vae/\n",
-        "#!wget -c https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/VAEs/orangemix.vae.pt -P ./models/vae/\n",
-        "#!wget -c https://huggingface.co/hakurei/waifu-diffusion-v1-4/resolve/main/vae/kl-f8-anime2.ckpt -P ./models/vae/\n",
-        "\n",
-        "\n",
-        "# Loras\n",
-        "#!wget -c https://civitai.com/api/download/models/10350 -O ./models/loras/theovercomer8sContrastFix_sd21768.safetensors #theovercomer8sContrastFix SD2.x 768-v\n",
-        "#!wget -c https://civitai.com/api/download/models/10638 -O ./models/loras/theovercomer8sContrastFix_sd15.safetensors #theovercomer8sContrastFix SD1.x\n",
-        "#!wget -c https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/resolve/main/sd_xl_offset_example-lora_1.0.safetensors -P ./models/loras/ #SDXL offset noise lora\n",
-        "\n",
-        "\n",
-        "# T2I-Adapter\n",
-        "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_depth_sd14v1.pth -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_seg_sd14v1.pth -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_sketch_sd14v1.pth -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_keypose_sd14v1.pth -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_openpose_sd14v1.pth -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_color_sd14v1.pth -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_canny_sd14v1.pth -P ./models/controlnet/\n",
-        "\n",
-        "# T2I Styles Model\n",
-        "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_style_sd14v1.pth -P ./models/style_models/\n",
-        "\n",
-        "# CLIPVision model (needed for styles model)\n",
-        "#!wget -c https://huggingface.co/openai/clip-vit-large-patch14/resolve/main/pytorch_model.bin -O ./models/clip_vision/clip_vit14.bin\n",
-        "\n",
-        "\n",
-        "# ControlNet\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11e_sd15_ip2p_fp16.safetensors -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11e_sd15_shuffle_fp16.safetensors -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_canny_fp16.safetensors -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11f1p_sd15_depth_fp16.safetensors -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_inpaint_fp16.safetensors -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_lineart_fp16.safetensors -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_mlsd_fp16.safetensors -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_normalbae_fp16.safetensors -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_openpose_fp16.safetensors -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_scribble_fp16.safetensors -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_seg_fp16.safetensors -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_softedge_fp16.safetensors -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15s2_lineart_anime_fp16.safetensors -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11u_sd15_tile_fp16.safetensors -P ./models/controlnet/\n",
-        "\n",
-        "# ControlNet SDXL\n",
-        "#!wget -c https://huggingface.co/stabilityai/control-lora/resolve/main/control-LoRAs-rank256/control-lora-canny-rank256.safetensors -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/stabilityai/control-lora/resolve/main/control-LoRAs-rank256/control-lora-depth-rank256.safetensors -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/stabilityai/control-lora/resolve/main/control-LoRAs-rank256/control-lora-recolor-rank256.safetensors -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/stabilityai/control-lora/resolve/main/control-LoRAs-rank256/control-lora-sketch-rank256.safetensors -P ./models/controlnet/\n",
-        "\n",
-        "# Controlnet Preprocessor nodes by Fannovel16\n",
-        "#!cd custom_nodes && git clone https://github.com/Fannovel16/comfy_controlnet_preprocessors; cd comfy_controlnet_preprocessors && python install.py\n",
-        "\n",
-        "\n",
-        "# GLIGEN\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/GLIGEN_pruned_safetensors/resolve/main/gligen_sd14_textbox_pruned_fp16.safetensors -P ./models/gligen/\n",
-        "\n",
-        "\n",
-        "# ESRGAN upscale model\n",
-        "#!wget -c https://github.com/xinntao/Real-ESRGAN/releases/download/v0.1.0/RealESRGAN_x4plus.pth -P ./models/upscale_models/\n",
-        "#!wget -c https://huggingface.co/sberbank-ai/Real-ESRGAN/resolve/main/RealESRGAN_x2.pth -P ./models/upscale_models/\n",
-        "#!wget -c https://huggingface.co/sberbank-ai/Real-ESRGAN/resolve/main/RealESRGAN_x4.pth -P ./models/upscale_models/\n",
-        "\n",
-        "\n"
-      ]
-    },
-    {
-      "cell_type": "markdown",
-      "metadata": {
-        "id": "kkkkkkkkkkkkkkk"
-      },
-      "source": [
-        "### Run ComfyUI with cloudflared (Recommended Way)\n",
-        "\n",
-        "\n"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "execution_count": null,
-      "metadata": {
-        "id": "jjjjjjjjjjjjjj"
-      },
-      "outputs": [],
-      "source": [
-        "!wget -P ~ https://github.com/cloudflare/cloudflared/releases/latest/download/cloudflared-linux-amd64.deb\n",
-        "!dpkg -i ~/cloudflared-linux-amd64.deb\n",
-        "\n",
-        "import subprocess\n",
-        "import threading\n",
-        "import time\n",
-        "import socket\n",
-        "import urllib.request\n",
-        "\n",
-        "def iframe_thread(port):\n",
-        "  while True:\n",
-        "      time.sleep(0.5)\n",
-        "      sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)\n",
-        "      result = sock.connect_ex(('127.0.0.1', port))\n",
-        "      if result == 0:\n",
-        "        break\n",
-        "      sock.close()\n",
-        "  print(\"\\nComfyUI finished loading, trying to launch cloudflared (if it gets stuck here cloudflared is having issues)\\n\")\n",
-        "\n",
-        "  p = subprocess.Popen([\"cloudflared\", \"tunnel\", \"--url\", \"http://127.0.0.1:{}\".format(port)], stdout=subprocess.PIPE, stderr=subprocess.PIPE)\n",
-        "  for line in p.stderr:\n",
-        "    l = line.decode()\n",
-        "    if \"trycloudflare.com \" in l:\n",
-        "      print(\"This is the URL to access ComfyUI:\", l[l.find(\"http\"):], end='')\n",
-        "    #print(l, end='')\n",
-        "\n",
-        "\n",
-        "threading.Thread(target=iframe_thread, daemon=True, args=(8188,)).start()\n",
-        "\n",
-        "!python main.py --dont-print-server"
-      ]
-    },
-    {
-      "cell_type": "markdown",
-      "metadata": {
-        "id": "kkkkkkkkkkkkkk"
-      },
-      "source": [
-        "### Run ComfyUI with localtunnel\n",
-        "\n",
-        "\n"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "execution_count": null,
-      "metadata": {
-        "id": "jjjjjjjjjjjjj"
-      },
-      "outputs": [],
-      "source": [
-        "!npm install -g localtunnel\n",
-        "\n",
-        "import subprocess\n",
-        "import threading\n",
-        "import time\n",
-        "import socket\n",
-        "import urllib.request\n",
-        "\n",
-        "def iframe_thread(port):\n",
-        "  while True:\n",
-        "      time.sleep(0.5)\n",
-        "      sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)\n",
-        "      result = sock.connect_ex(('127.0.0.1', port))\n",
-        "      if result == 0:\n",
-        "        break\n",
-        "      sock.close()\n",
-        "  print(\"\\nComfyUI finished loading, trying to launch localtunnel (if it gets stuck here localtunnel is having issues)\\n\")\n",
-        "\n",
-        "  print(\"The password/enpoint ip for localtunnel is:\", urllib.request.urlopen('https://ipv4.icanhazip.com').read().decode('utf8').strip(\"\\n\"))\n",
-        "  p = subprocess.Popen([\"lt\", \"--port\", \"{}\".format(port)], stdout=subprocess.PIPE)\n",
-        "  for line in p.stdout:\n",
-        "    print(line.decode(), end='')\n",
-        "\n",
-        "\n",
-        "threading.Thread(target=iframe_thread, daemon=True, args=(8188,)).start()\n",
-        "\n",
-        "!python main.py --dont-print-server"
-      ]
-    },
-    {
-      "cell_type": "markdown",
-      "metadata": {
-        "id": "gggggggggg"
-      },
-      "source": [
-        "### Run ComfyUI with colab iframe (use only in case the previous way with localtunnel doesn't work)\n",
-        "\n",
-        "You should see the ui appear in an iframe. If you get a 403 error, it's your firefox settings or an extension that's messing things up.\n",
-        "\n",
-        "If you want to open it in another window use the link.\n",
-        "\n",
-        "Note that some UI features like live image previews won't work because the colab iframe blocks websockets."
-      ]
-    },
-    {
-      "cell_type": "code",
-      "execution_count": null,
-      "metadata": {
-        "id": "hhhhhhhhhh"
-      },
-      "outputs": [],
-      "source": [
-        "import threading\n",
-        "import time\n",
-        "import socket\n",
-        "def iframe_thread(port):\n",
-        "  while True:\n",
-        "      time.sleep(0.5)\n",
-        "      sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)\n",
-        "      result = sock.connect_ex(('127.0.0.1', port))\n",
-        "      if result == 0:\n",
-        "        break\n",
-        "      sock.close()\n",
-        "  from google.colab import output\n",
-        "  output.serve_kernel_port_as_iframe(port, height=1024)\n",
-        "  print(\"to open it in a window you can open this link here:\")\n",
-        "  output.serve_kernel_port_as_window(port)\n",
-        "\n",
-        "threading.Thread(target=iframe_thread, daemon=True, args=(8188,)).start()\n",
-        "\n",
-        "!python main.py --dont-print-server"
-      ]
-    }
-  ],
-  "metadata": {
-    "accelerator": "GPU",
-    "colab": {
-      "provenance": []
-    },
-    "gpuClass": "standard",
-    "kernelspec": {
-      "display_name": "Python 3",
-      "name": "python3"
-    },
-    "language_info": {
-      "name": "python"
-    }
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "aaaaaaaaaa"
+   },
+   "source": [
+    "Git clone the repo and install the requirements. (ignore the pip errors about protobuf)"
+   ]
  },
-  "nbformat": 4,
-  "nbformat_minor": 0
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "id": "bbbbbbbbbb"
+   },
+   "outputs": [],
+   "source": [
+    "# #@title Environment Setup\n",
+    "\n",
+    "from pathlib import Path\n",
+    "\n",
+    "OPTIONS = {}\n",
+    "\n",
+    "USE_GOOGLE_DRIVE = True  #@param {type:\"boolean\"}\n",
+    "UPDATE_COMFY_UI = True  #@param {type:\"boolean\"}\n",
+    "USE_COMFYUI_MANAGER = True  #@param {type:\"boolean\"}\n",
+    "INSTALL_CUSTOM_NODES_DEPENDENCIES = True  #@param {type:\"boolean\"}\n",
+    "OPTIONS['USE_GOOGLE_DRIVE'] = USE_GOOGLE_DRIVE\n",
+    "OPTIONS['UPDATE_COMFY_UI'] = UPDATE_COMFY_UI\n",
+    "OPTIONS['USE_COMFYUI_MANAGER'] = USE_COMFYUI_MANAGER\n",
+    "OPTIONS['INSTALL_CUSTOM_NODES_DEPENDENCIES'] = INSTALL_CUSTOM_NODES_DEPENDENCIES\n",
+    "\n",
+    "current_dir = !pwd\n",
+    "WORKSPACE = f\"{current_dir[0]}/ComfyUI\"\n",
+    "\n",
+    "if OPTIONS['USE_GOOGLE_DRIVE']:\n",
+    "    !echo \"Mounting Google Drive...\"\n",
+    "    %cd /\n",
+    "\n",
+    "    from google.colab import drive\n",
+    "    drive.mount('/content/drive')\n",
+    "\n",
+    "    WORKSPACE = \"/content/drive/MyDrive/ComfyUI\"\n",
+    "    %cd /content/drive/MyDrive\n",
+    "\n",
+    "![ ! -d $WORKSPACE ] && echo -= Initial setup ComfyUI =- && git clone https://github.com/comfyanonymous/ComfyUI\n",
+    "%cd $WORKSPACE\n",
+    "\n",
+    "if OPTIONS['UPDATE_COMFY_UI']:\n",
+    "  !echo -= Updating ComfyUI =-\n",
+    "\n",
+    "  # Correction of the issue of permissions being deleted on Google Drive.\n",
+    "  ![ -f \".ci/nightly/update_windows/update_comfyui_and_python_dependencies.bat\" ] && chmod 755 .ci/nightly/update_windows/update_comfyui_and_python_dependencies.bat\n",
+    "  ![ -f \".ci/nightly/windows_base_files/run_nvidia_gpu.bat\" ] && chmod 755 .ci/nightly/windows_base_files/run_nvidia_gpu.bat\n",
+    "  ![ -f \".ci/update_windows/update_comfyui_and_python_dependencies.bat\" ] && chmod 755 .ci/update_windows/update_comfyui_and_python_dependencies.bat\n",
+    "  ![ -f \".ci/update_windows_cu118/update_comfyui_and_python_dependencies.bat\" ] && chmod 755 .ci/update_windows_cu118/update_comfyui_and_python_dependencies.bat\n",
+    "  ![ -f \".ci/update_windows/update.py\" ] && chmod 755 .ci/update_windows/update.py\n",
+    "  ![ -f \".ci/update_windows/update_comfyui.bat\" ] && chmod 755 .ci/update_windows/update_comfyui.bat\n",
+    "  ![ -f \".ci/update_windows/README_VERY_IMPORTANT.txt\" ] && chmod 755 .ci/update_windows/README_VERY_IMPORTANT.txt\n",
+    "  ![ -f \".ci/update_windows/run_cpu.bat\" ] && chmod 755 .ci/update_windows/run_cpu.bat\n",
+    "  ![ -f \".ci/update_windows/run_nvidia_gpu.bat\" ] && chmod 755 .ci/update_windows/run_nvidia_gpu.bat\n",
+    "\n",
+    "  !git pull\n",
+    "\n",
+    "!echo -= Install dependencies =-\n",
+    "!pip3 install accelerate\n",
+    "!pip3 install einops transformers>=4.28.1 safetensors>=0.4.2 aiohttp pyyaml Pillow scipy tqdm psutil tokenizers>=0.13.3\n",
+    "!pip3 install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu121\n",
+    "!pip3 install torchsde\n",
+    "!pip3 install kornia>=0.7.1 spandrel soundfile sentencepiece\n",
+    "\n",
+    "if OPTIONS['USE_COMFYUI_MANAGER']:\n",
+    "  %cd custom_nodes\n",
+    "\n",
+    "  # Correction of the issue of permissions being deleted on Google Drive.\n",
+    "  ![ -f \"ComfyUI-Manager/check.sh\" ] && chmod 755 ComfyUI-Manager/check.sh\n",
+    "  ![ -f \"ComfyUI-Manager/scan.sh\" ] && chmod 755 ComfyUI-Manager/scan.sh\n",
+    "  ![ -f \"ComfyUI-Manager/node_db/dev/scan.sh\" ] && chmod 755 ComfyUI-Manager/node_db/dev/scan.sh\n",
+    "  ![ -f \"ComfyUI-Manager/node_db/tutorial/scan.sh\" ] && chmod 755 ComfyUI-Manager/node_db/tutorial/scan.sh\n",
+    "  ![ -f \"ComfyUI-Manager/scripts/install-comfyui-venv-linux.sh\" ] && chmod 755 ComfyUI-Manager/scripts/install-comfyui-venv-linux.sh\n",
+    "  ![ -f \"ComfyUI-Manager/scripts/install-comfyui-venv-win.bat\" ] && chmod 755 ComfyUI-Manager/scripts/install-comfyui-venv-win.bat\n",
+    "\n",
+    "  ![ ! -d ComfyUI-Manager ] && echo -= Initial setup ComfyUI-Manager =- && git clone https://github.com/ltdrdata/ComfyUI-Manager\n",
+    "  %cd ComfyUI-Manager\n",
+    "  !git pull\n",
+    "\n",
+    "%cd $WORKSPACE\n",
+    "\n",
+    "if OPTIONS['INSTALL_CUSTOM_NODES_DEPENDENCIES']:\n",
+    "  !echo -= Install custom nodes dependencies =-\n",
+    "  !pip install GitPython\n",
+    "  !python custom_nodes/ComfyUI-Manager/cm-cli.py restore-dependencies\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "cccccccccc"
+   },
+   "source": [
+    "Download some models/checkpoints/vae or custom comfyui nodes (uncomment the commands for the ones you want)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "id": "dddddddddd"
+   },
+   "outputs": [],
+   "source": [
+    "# Checkpoints\n",
+    "\n",
+    "### SDXL\n",
+    "### I recommend these workflow examples: https://comfyanonymous.github.io/ComfyUI_examples/sdxl/\n",
+    "\n",
+    "#!wget -c https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/resolve/main/sd_xl_base_1.0.safetensors -P ./models/checkpoints/\n",
+    "#!wget -c https://huggingface.co/stabilityai/stable-diffusion-xl-refiner-1.0/resolve/main/sd_xl_refiner_1.0.safetensors -P ./models/checkpoints/\n",
+    "\n",
+    "# SDXL ReVision\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/clip_vision_g/resolve/main/clip_vision_g.safetensors -P ./models/clip_vision/\n",
+    "\n",
+    "# SD1.5\n",
+    "!wget -c https://huggingface.co/runwayml/stable-diffusion-v1-5/resolve/main/v1-5-pruned-emaonly.ckpt -P ./models/checkpoints/\n",
+    "\n",
+    "# SD2\n",
+    "#!wget -c https://huggingface.co/stabilityai/stable-diffusion-2-1-base/resolve/main/v2-1_512-ema-pruned.safetensors -P ./models/checkpoints/\n",
+    "#!wget -c https://huggingface.co/stabilityai/stable-diffusion-2-1/resolve/main/v2-1_768-ema-pruned.safetensors -P ./models/checkpoints/\n",
+    "\n",
+    "# Some SD1.5 anime style\n",
+    "#!wget -c https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/Models/AbyssOrangeMix2/AbyssOrangeMix2_hard.safetensors -P ./models/checkpoints/\n",
+    "#!wget -c https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/Models/AbyssOrangeMix3/AOM3A1_orangemixs.safetensors -P ./models/checkpoints/\n",
+    "#!wget -c https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/Models/AbyssOrangeMix3/AOM3A3_orangemixs.safetensors -P ./models/checkpoints/\n",
+    "#!wget -c https://huggingface.co/Linaqruf/anything-v3.0/resolve/main/anything-v3-fp16-pruned.safetensors -P ./models/checkpoints/\n",
+    "\n",
+    "# Waifu Diffusion 1.5 (anime style SD2.x 768-v)\n",
+    "#!wget -c https://huggingface.co/waifu-diffusion/wd-1-5-beta3/resolve/main/wd-illusion-fp16.safetensors -P ./models/checkpoints/\n",
+    "\n",
+    "\n",
+    "# unCLIP models\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/illuminatiDiffusionV1_v11_unCLIP/resolve/main/illuminatiDiffusionV1_v11-unclip-h-fp16.safetensors -P ./models/checkpoints/\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/wd-1.5-beta2_unCLIP/resolve/main/wd-1-5-beta2-aesthetic-unclip-h-fp16.safetensors -P ./models/checkpoints/\n",
+    "\n",
+    "\n",
+    "# VAE\n",
+    "!wget -c https://huggingface.co/stabilityai/sd-vae-ft-mse-original/resolve/main/vae-ft-mse-840000-ema-pruned.safetensors -P ./models/vae/\n",
+    "#!wget -c https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/VAEs/orangemix.vae.pt -P ./models/vae/\n",
+    "#!wget -c https://huggingface.co/hakurei/waifu-diffusion-v1-4/resolve/main/vae/kl-f8-anime2.ckpt -P ./models/vae/\n",
+    "\n",
+    "\n",
+    "# Loras\n",
+    "#!wget -c https://civitai.com/api/download/models/10350 -O ./models/loras/theovercomer8sContrastFix_sd21768.safetensors #theovercomer8sContrastFix SD2.x 768-v\n",
+    "#!wget -c https://civitai.com/api/download/models/10638 -O ./models/loras/theovercomer8sContrastFix_sd15.safetensors #theovercomer8sContrastFix SD1.x\n",
+    "#!wget -c https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/resolve/main/sd_xl_offset_example-lora_1.0.safetensors -P ./models/loras/ #SDXL offset noise lora\n",
+    "\n",
+    "\n",
+    "# T2I-Adapter\n",
+    "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_depth_sd14v1.pth -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_seg_sd14v1.pth -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_sketch_sd14v1.pth -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_keypose_sd14v1.pth -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_openpose_sd14v1.pth -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_color_sd14v1.pth -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_canny_sd14v1.pth -P ./models/controlnet/\n",
+    "\n",
+    "# T2I Styles Model\n",
+    "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_style_sd14v1.pth -P ./models/style_models/\n",
+    "\n",
+    "# CLIPVision model (needed for styles model)\n",
+    "#!wget -c https://huggingface.co/openai/clip-vit-large-patch14/resolve/main/pytorch_model.bin -O ./models/clip_vision/clip_vit14.bin\n",
+    "\n",
+    "\n",
+    "# ControlNet\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11e_sd15_ip2p_fp16.safetensors -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11e_sd15_shuffle_fp16.safetensors -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_canny_fp16.safetensors -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11f1p_sd15_depth_fp16.safetensors -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_inpaint_fp16.safetensors -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_lineart_fp16.safetensors -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_mlsd_fp16.safetensors -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_normalbae_fp16.safetensors -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_openpose_fp16.safetensors -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_scribble_fp16.safetensors -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_seg_fp16.safetensors -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_softedge_fp16.safetensors -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15s2_lineart_anime_fp16.safetensors -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11u_sd15_tile_fp16.safetensors -P ./models/controlnet/\n",
+    "\n",
+    "# ControlNet SDXL\n",
+    "#!wget -c https://huggingface.co/stabilityai/control-lora/resolve/main/control-LoRAs-rank256/control-lora-canny-rank256.safetensors -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/stabilityai/control-lora/resolve/main/control-LoRAs-rank256/control-lora-depth-rank256.safetensors -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/stabilityai/control-lora/resolve/main/control-LoRAs-rank256/control-lora-recolor-rank256.safetensors -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/stabilityai/control-lora/resolve/main/control-LoRAs-rank256/control-lora-sketch-rank256.safetensors -P ./models/controlnet/\n",
+    "\n",
+    "# Controlnet Preprocessor nodes by Fannovel16\n",
+    "#!cd custom_nodes && git clone https://github.com/Fannovel16/comfy_controlnet_preprocessors; cd comfy_controlnet_preprocessors && python install.py\n",
+    "\n",
+    "\n",
+    "# GLIGEN\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/GLIGEN_pruned_safetensors/resolve/main/gligen_sd14_textbox_pruned_fp16.safetensors -P ./models/gligen/\n",
+    "\n",
+    "\n",
+    "# ESRGAN upscale model\n",
+    "#!wget -c https://github.com/xinntao/Real-ESRGAN/releases/download/v0.1.0/RealESRGAN_x4plus.pth -P ./models/upscale_models/\n",
+    "#!wget -c https://huggingface.co/sberbank-ai/Real-ESRGAN/resolve/main/RealESRGAN_x2.pth -P ./models/upscale_models/\n",
+    "#!wget -c https://huggingface.co/sberbank-ai/Real-ESRGAN/resolve/main/RealESRGAN_x4.pth -P ./models/upscale_models/\n",
+    "\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "kkkkkkkkkkkkkkk"
+   },
+   "source": [
+    "### Run ComfyUI with cloudflared (Recommended Way)\n",
+    "\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "id": "jjjjjjjjjjjjjj"
+   },
+   "outputs": [],
+   "source": [
+    "!wget -P ~ https://github.com/cloudflare/cloudflared/releases/latest/download/cloudflared-linux-amd64.deb\n",
+    "!dpkg -i ~/cloudflared-linux-amd64.deb\n",
+    "\n",
+    "import subprocess\n",
+    "import threading\n",
+    "import time\n",
+    "import socket\n",
+    "import urllib.request\n",
+    "\n",
+    "def iframe_thread(port):\n",
+    "  while True:\n",
+    "      time.sleep(0.5)\n",
+    "      sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)\n",
+    "      result = sock.connect_ex(('127.0.0.1', port))\n",
+    "      if result == 0:\n",
+    "        break\n",
+    "      sock.close()\n",
+    "  print(\"\\nComfyUI finished loading, trying to launch cloudflared (if it gets stuck here cloudflared is having issues)\\n\")\n",
+    "\n",
+    "  p = subprocess.Popen([\"cloudflared\", \"tunnel\", \"--url\", \"http://127.0.0.1:{}\".format(port)], stdout=subprocess.PIPE, stderr=subprocess.PIPE)\n",
+    "  for line in p.stderr:\n",
+    "    l = line.decode()\n",
+    "    if \"trycloudflare.com \" in l:\n",
+    "      print(\"This is the URL to access ComfyUI:\", l[l.find(\"http\"):], end='')\n",
+    "    #print(l, end='')\n",
+    "\n",
+    "\n",
+    "threading.Thread(target=iframe_thread, daemon=True, args=(8188,)).start()\n",
+    "\n",
+    "!python main.py --dont-print-server"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "kkkkkkkkkkkkkk"
+   },
+   "source": [
+    "### Run ComfyUI with localtunnel\n",
+    "\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "id": "jjjjjjjjjjjjj"
+   },
+   "outputs": [],
+   "source": [
+    "!npm install -g localtunnel\n",
+    "\n",
+    "import subprocess\n",
+    "import threading\n",
+    "import time\n",
+    "import socket\n",
+    "import urllib.request\n",
+    "\n",
+    "def iframe_thread(port):\n",
+    "  while True:\n",
+    "      time.sleep(0.5)\n",
+    "      sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)\n",
+    "      result = sock.connect_ex(('127.0.0.1', port))\n",
+    "      if result == 0:\n",
+    "        break\n",
+    "      sock.close()\n",
+    "  print(\"\\nComfyUI finished loading, trying to launch localtunnel (if it gets stuck here localtunnel is having issues)\\n\")\n",
+    "\n",
+    "  print(\"The password/enpoint ip for localtunnel is:\", urllib.request.urlopen('https://ipv4.icanhazip.com').read().decode('utf8').strip(\"\\n\"))\n",
+    "  p = subprocess.Popen([\"lt\", \"--port\", \"{}\".format(port)], stdout=subprocess.PIPE)\n",
+    "  for line in p.stdout:\n",
+    "    print(line.decode(), end='')\n",
+    "\n",
+    "\n",
+    "threading.Thread(target=iframe_thread, daemon=True, args=(8188,)).start()\n",
+    "\n",
+    "!python main.py --dont-print-server"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "gggggggggg"
+   },
+   "source": [
+    "### Run ComfyUI with colab iframe (use only in case the previous way with localtunnel doesn't work)\n",
+    "\n",
+    "You should see the ui appear in an iframe. If you get a 403 error, it's your firefox settings or an extension that's messing things up.\n",
+    "\n",
+    "If you want to open it in another window use the link.\n",
+    "\n",
+    "Note that some UI features like live image previews won't work because the colab iframe blocks websockets."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "id": "hhhhhhhhhh"
+   },
+   "outputs": [],
+   "source": [
+    "import threading\n",
+    "import time\n",
+    "import socket\n",
+    "def iframe_thread(port):\n",
+    "  while True:\n",
+    "      time.sleep(0.5)\n",
+    "      sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)\n",
+    "      result = sock.connect_ex(('127.0.0.1', port))\n",
+    "      if result == 0:\n",
+    "        break\n",
+    "      sock.close()\n",
+    "  from google.colab import output\n",
+    "  output.serve_kernel_port_as_iframe(port, height=1024)\n",
+    "  print(\"to open it in a window you can open this link here:\")\n",
+    "  output.serve_kernel_port_as_window(port)\n",
+    "\n",
+    "threading.Thread(target=iframe_thread, daemon=True, args=(8188,)).start()\n",
+    "\n",
+    "!python main.py --dont-print-server"
+   ]
+  }
+ ],
+ "metadata": {
+  "accelerator": "GPU",
+  "colab": {
+   "provenance": []
+  },
+  "gpuClass": "standard",
+  "kernelspec": {
+   "display_name": "Python 3",
+   "name": "python3"
+  },
+  "language_info": {
+   "name": "python"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 0
 }
--- a/openapi.yaml
+++ b/openapi.yaml
@@ -0,0 +1,846 @@
+openapi: 3.1.0
+info:
+  title: ComfyUI-Manager API
+  description: |
+    API for ComfyUI-Manager, a comprehensive management tool for ComfyUI custom nodes, models, and components.
+    This API enables programmatic access to node management, model downloading, snapshot operations,
+    and overall system configuration.
+  version: "3.32.3"
+  contact:
+    name: ComfyUI-Manager Maintainers
+servers:
+  - url: '/'
+    description: Default ComfyUI server
+
+# Common API components
+components:
+  schemas:
+    Error:
+      type: object
+      properties:
+        error:
+          type: string
+          description: Error message
+          
+    NodePackageMetadata:
+      type: object
+      properties:
+        title:
+          type: string
+          description: Display name of the node package
+        name:
+          type: string
+          description: Repository/package name
+        files:
+          type: array
+          items:
+            type: string
+          description: Source URLs for the package
+        description:
+          type: string
+          description: Description of the node package functionality
+        install_type:
+          type: string
+          enum: [git, copy, pip]
+          description: Installation method
+        version:
+          type: string
+          description: Version identifier
+        id:
+          type: string
+          description: Unique identifier for the node package
+        ui_id:
+          type: string
+          description: ID for UI reference
+        channel:
+          type: string
+          description: Source channel
+        mode:
+          type: string
+          description: Source mode
+        
+    ModelMetadata:
+      type: object
+      properties:
+        name:
+          type: string
+          description: Name of the model
+        type:
+          type: string
+          description: Type of model
+        base:
+          type: string
+          description: Base model type
+        save_path:
+          type: string
+          description: Path for saving the model
+        url:
+          type: string
+          description: Download URL
+        filename:
+          type: string
+          description: Target filename
+        ui_id:
+          type: string
+          description: ID for UI reference
+          
+    SnapshotItem:
+      type: string
+      description: Name of the snapshot
+
+    QueueStatus:
+      type: object
+      properties:
+        total_count:
+          type: integer
+          description: Total number of tasks
+        done_count:
+          type: integer
+          description: Number of completed tasks
+        in_progress_count:
+          type: integer
+          description: Number of tasks in progress
+        is_processing:
+          type: boolean
+          description: Whether the queue is currently processing
+
+  securitySchemes:
+    securityLevel:
+      type: apiKey
+      in: header
+      name: Security-Level
+      description: Security level for sensitive operations
+
+  parameters:
+    modeParam:
+      name: mode
+      in: query
+      description: Source mode (e.g., "local", "remote")
+      schema:
+        type: string
+        enum: [local, remote, default]
+        
+    targetParam:
+      name: target
+      in: query
+      description: Target identifier
+      required: true
+      schema:
+        type: string
+        
+    valueParam:
+      name: value
+      in: query
+      description: New value to set
+      required: true
+      schema:
+        type: string
+
+# API Paths
+paths:
+  # Custom Nodes Endpoints
+  /customnode/getmappings:
+    get:
+      summary: Get node-to-package mappings
+      description: Provides unified mapping between nodes and node packages
+      parameters:
+        - $ref: '#/components/parameters/modeParam'
+      responses:
+        '200':
+          description: Successful operation
+          content:
+            application/json:
+              schema:
+                type: object
+                additionalProperties:
+                  type: array
+                  items:
+                    type: array
+                description: Mapping of node packages to node classes
+
+  /customnode/fetch_updates:
+    get:
+      summary: Check for updates
+      description: Fetches updates for custom nodes
+      parameters:
+        - $ref: '#/components/parameters/modeParam'
+      responses:
+        '200':
+          description: No updates available
+        '201':
+          description: Updates found
+        '400':
+          description: Error occurred
+          
+  /customnode/installed:
+    get:
+      summary: Get installed custom nodes
+      description: Returns a list of installed node packages
+      parameters:
+        - name: mode
+          in: query
+          description: Lists mode, default or imported
+          schema:
+            type: string
+            enum: [default, imported]
+      responses:
+        '200':
+          description: Successful operation
+          content:
+            application/json:
+              schema:
+                type: object
+                additionalProperties:
+                  $ref: '#/components/schemas/NodePackageMetadata'
+                  
+  /customnode/getlist:
+    get:
+      summary: Get custom node list
+      description: Provides a list of available custom nodes
+      parameters:
+        - $ref: '#/components/parameters/modeParam'
+        - name: skip_update
+          in: query
+          description: Skip update check
+          schema:
+            type: boolean
+      responses:
+        '200':
+          description: Successful operation
+          content:
+            application/json:
+              schema:
+                type: object
+                properties:
+                  channel:
+                    type: string
+                  node_packs:
+                    type: object
+                    additionalProperties:
+                      $ref: '#/components/schemas/NodePackageMetadata'
+                      
+  /customnode/alternatives:
+    get:
+      summary: Get alternative node options
+      description: Provides alternatives for nodes
+      parameters:
+        - $ref: '#/components/parameters/modeParam'
+      responses:
+        '200':
+          description: Successful operation
+          content:
+            application/json:
+              schema:
+                type: object
+                additionalProperties:
+                  type: object
+                  
+  /customnode/versions/{node_name}:
+    get:
+      summary: Get available versions for a node
+      description: Lists all available versions for a specific node
+      parameters:
+        - name: node_name
+          in: path
+          required: true
+          schema:
+            type: string
+      responses:
+        '200':
+          description: Successful operation
+          content:
+            application/json:
+              schema:
+                type: array
+                items:
+                  type: object
+                  properties:
+                    version:
+                      type: string
+        '400':
+          description: Node not found
+          
+  /customnode/disabled_versions/{node_name}:
+    get:
+      summary: Get disabled versions for a node
+      description: Lists all disabled versions for a specific node
+      parameters:
+        - name: node_name
+          in: path
+          required: true
+          schema:
+            type: string
+      responses:
+        '200':
+          description: Successful operation
+          content:
+            application/json:
+              schema:
+                type: array
+                items:
+                  type: object
+                  properties:
+                    version:
+                      type: string
+        '400':
+          description: Node not found
+          
+  /customnode/import_fail_info:
+    post:
+      summary: Get import failure information
+      description: Returns information about why a node failed to import
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              type: object
+              properties:
+                cnr_id:
+                  type: string
+                url:
+                  type: string
+      responses:
+        '200':
+          description: Successful operation
+        '400':
+          description: No information available
+          
+  /customnode/install/git_url:
+    post:
+      summary: Install custom node via Git URL
+      description: Installs a custom node from a Git repository URL
+      security:
+        - securityLevel: []
+      requestBody:
+        required: true
+        content:
+          text/plain:
+            schema:
+              type: string
+      responses:
+        '200':
+          description: Installation successful or already installed
+        '400':
+          description: Installation failed
+        '403':
+          description: Security policy violation
+          
+  /customnode/install/pip:
+    post:
+      summary: Install custom node dependencies via pip
+      description: Installs Python package dependencies for custom nodes
+      security:
+        - securityLevel: []
+      requestBody:
+        required: true
+        content:
+          text/plain:
+            schema:
+              type: string
+      responses:
+        '200':
+          description: Installation successful
+        '403':
+          description: Security policy violation
+          
+  # Model Management Endpoints
+  /externalmodel/getlist:
+    get:
+      summary: Get external model list
+      description: Provides a list of available external models
+      parameters:
+        - $ref: '#/components/parameters/modeParam'
+      responses:
+        '200':
+          description: Successful operation
+          content:
+            application/json:
+              schema:
+                type: object
+                properties:
+                  models:
+                    type: array
+                    items:
+                      $ref: '#/components/schemas/ModelMetadata'
+                      
+  # Queue Management Endpoints
+  /manager/queue/update_all:
+    get:
+      summary: Update all custom nodes
+      description: Queues update operations for all installed custom nodes
+      security:
+        - securityLevel: []
+      parameters:
+        - $ref: '#/components/parameters/modeParam'
+      responses:
+        '200':
+          description: Update queued successfully
+        '401':
+          description: Processing already in progress
+        '403':
+          description: Security policy violation
+          
+  /manager/queue/reset:
+    get:
+      summary: Reset queue
+      description: Resets the operation queue
+      responses:
+        '200':
+          description: Queue reset successfully
+          
+  /manager/queue/status:
+    get:
+      summary: Get queue status
+      description: Returns the current status of the operation queue
+      responses:
+        '200':
+          description: Successful operation
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/QueueStatus'
+                
+  /manager/queue/install:
+    post:
+      summary: Install custom node
+      description: Queues installation of a custom node
+      security:
+        - securityLevel: []
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/NodePackageMetadata'
+      responses:
+        '200':
+          description: Installation queued successfully
+        '403':
+          description: Security policy violation
+        '404':
+          description: Target node not found or security issue
+          
+  /manager/queue/start:
+    get:
+      summary: Start queue processing
+      description: Starts processing the operation queue
+      responses:
+        '200':
+          description: Processing started
+        '201':
+          description: Processing already in progress
+          
+  /manager/queue/fix:
+    post:
+      summary: Fix custom node
+      description: Attempts to fix a broken custom node installation
+      security:
+        - securityLevel: []
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/NodePackageMetadata'
+      responses:
+        '200':
+          description: Fix operation queued successfully
+        '403':
+          description: Security policy violation
+          
+  /manager/queue/reinstall:
+    post:
+      summary: Reinstall custom node
+      description: Uninstalls and then reinstalls a custom node
+      security:
+        - securityLevel: []
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/NodePackageMetadata'
+      responses:
+        '200':
+          description: Reinstall operation queued successfully
+        '403':
+          description: Security policy violation
+          
+  /manager/queue/uninstall:
+    post:
+      summary: Uninstall custom node
+      description: Queues uninstallation of a custom node
+      security:
+        - securityLevel: []
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/NodePackageMetadata'
+      responses:
+        '200':
+          description: Uninstallation queued successfully
+        '403':
+          description: Security policy violation
+          
+  /manager/queue/update:
+    post:
+      summary: Update custom node
+      description: Queues update of a custom node
+      security:
+        - securityLevel: []
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/NodePackageMetadata'
+      responses:
+        '200':
+          description: Update queued successfully
+        '403':
+          description: Security policy violation
+          
+  /manager/queue/disable:
+    post:
+      summary: Disable custom node
+      description: Disables a custom node without uninstalling it
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/NodePackageMetadata'
+      responses:
+        '200':
+          description: Disable operation queued successfully
+          
+  /manager/queue/update_comfyui:
+    get:
+      summary: Update ComfyUI
+      description: Queues an update operation for ComfyUI itself
+      responses:
+        '200':
+          description: Update queued successfully
+          
+  /manager/queue/install_model:
+    post:
+      summary: Install model
+      description: Queues installation of a model
+      security:
+        - securityLevel: []
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/ModelMetadata'
+      responses:
+        '200':
+          description: Installation queued successfully
+        '400':
+          description: Invalid model request
+        '403':
+          description: Security policy violation
+          
+  # Snapshot Management Endpoints
+  /snapshot/getlist:
+    get:
+      summary: Get snapshot list
+      description: Returns a list of available snapshots
+      responses:
+        '200':
+          description: Successful operation
+          content:
+            application/json:
+              schema:
+                type: object
+                properties:
+                  items:
+                    type: array
+                    items:
+                      $ref: '#/components/schemas/SnapshotItem'
+                      
+  /snapshot/remove:
+    get:
+      summary: Remove snapshot
+      description: Removes a specified snapshot
+      security:
+        - securityLevel: []
+      parameters:
+        - $ref: '#/components/parameters/targetParam'
+      responses:
+        '200':
+          description: Snapshot removed successfully
+        '400':
+          description: Error removing snapshot
+        '403':
+          description: Security policy violation
+          
+  /snapshot/restore:
+    get:
+      summary: Restore snapshot
+      description: Restores a specified snapshot
+      security:
+        - securityLevel: []
+      parameters:
+        - $ref: '#/components/parameters/targetParam'
+      responses:
+        '200':
+          description: Snapshot restoration scheduled
+        '400':
+          description: Error restoring snapshot
+        '403':
+          description: Security policy violation
+          
+  /snapshot/get_current:
+    get:
+      summary: Get current snapshot
+      description: Returns the current system state as a snapshot
+      responses:
+        '200':
+          description: Successful operation
+          content:
+            application/json:
+              schema:
+                type: object
+        '400':
+          description: Error creating snapshot
+          
+  /snapshot/save:
+    get:
+      summary: Save snapshot
+      description: Saves the current system state as a new snapshot
+      responses:
+        '200':
+          description: Snapshot saved successfully
+        '400':
+          description: Error saving snapshot
+          
+  # ComfyUI Management Endpoints
+  /comfyui_manager/comfyui_versions:
+    get:
+      summary: Get ComfyUI versions
+      description: Returns available and current ComfyUI versions
+      responses:
+        '200':
+          description: Successful operation
+          content:
+            application/json:
+              schema:
+                type: object
+                properties:
+                  versions:
+                    type: array
+                    items:
+                      type: string
+                  current:
+                    type: string
+        '400':
+          description: Error retrieving versions
+          
+  /comfyui_manager/comfyui_switch_version:
+    get:
+      summary: Switch ComfyUI version
+      description: Switches to a specified ComfyUI version
+      parameters:
+        - name: ver
+          in: query
+          description: Target version
+          schema:
+            type: string
+      responses:
+        '200':
+          description: Version switch successful
+        '400':
+          description: Error switching version
+          
+  /manager/reboot:
+    get:
+      summary: Reboot ComfyUI
+      description: Restarts the ComfyUI server
+      security:
+        - securityLevel: []
+      responses:
+        '200':
+          description: Reboot initiated
+        '403':
+          description: Security policy violation
+          
+  # Configuration Endpoints
+  /manager/preview_method:
+    get:
+      summary: Get or set preview method
+      description: Gets or sets the latent preview method
+      parameters:
+        - name: value
+          in: query
+          required: false
+          description: New preview method
+          schema:
+            type: string
+            enum: [auto, latent2rgb, taesd, none]
+      responses:
+        '200':
+          description: Setting updated or current value returned
+          content:
+            text/plain:
+              schema:
+                type: string
+                
+  /manager/db_mode:
+    get:
+      summary: Get or set database mode
+      description: Gets or sets the database mode
+      parameters:
+        - name: value
+          in: query
+          required: false
+          description: New database mode
+          schema:
+            type: string
+            enum: [channel, local, remote]
+      responses:
+        '200':
+          description: Setting updated or current value returned
+          content:
+            text/plain:
+              schema:
+                type: string
+                
+  /manager/policy/component:
+    get:
+      summary: Get or set component policy
+      description: Gets or sets the component policy
+      parameters:
+        - name: value
+          in: query
+          required: false
+          description: New component policy
+          schema:
+            type: string
+      responses:
+        '200':
+          description: Setting updated or current value returned
+          content:
+            text/plain:
+              schema:
+                type: string
+                
+  /manager/policy/update:
+    get:
+      summary: Get or set update policy
+      description: Gets or sets the update policy
+      parameters:
+        - name: value
+          in: query
+          required: false
+          description: New update policy
+          schema:
+            type: string
+            enum: [stable, nightly, nightly-comfyui]
+      responses:
+        '200':
+          description: Setting updated or current value returned
+          content:
+            text/plain:
+              schema:
+                type: string
+                
+  /manager/channel_url_list:
+    get:
+      summary: Get or set channel URL
+      description: Gets or sets the channel URL for custom node sources
+      parameters:
+        - name: value
+          in: query
+          required: false
+          description: New channel name
+          schema:
+            type: string
+      responses:
+        '200':
+          description: Setting updated or channel list returned
+          content:
+            application/json:
+              schema:
+                type: object
+                properties:
+                  selected:
+                    type: string
+                  list:
+                    type: array
+                    items:
+                      type: object
+                      properties:
+                        name:
+                          type: string
+                        url:
+                          type: string
+                          
+  # Component Management Endpoints
+  /manager/component/save:
+    post:
+      summary: Save component
+      description: Saves a reusable workflow component
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              type: object
+              properties:
+                name:
+                  type: string
+                workflow:
+                  type: object
+      responses:
+        '200':
+          description: Component saved successfully
+          content:
+            text/plain:
+              schema:
+                type: string
+        '400':
+          description: Error saving component
+          
+  /manager/component/loads:
+    post:
+      summary: Load components
+      description: Loads all available workflow components
+      responses:
+        '200':
+          description: Components loaded successfully
+          content:
+            application/json:
+              schema:
+                type: object
+        '400':
+          description: Error loading components
+          
+  # Miscellaneous Endpoints
+  /manager/version:
+    get:
+      summary: Get manager version
+      description: Returns the current version of ComfyUI-Manager
+      responses:
+        '200':
+          description: Successful operation
+          content:
+            text/plain:
+              schema:
+                type: string
+                
+  /manager/notice:
+    get:
+      summary: Get manager notice
+      description: Returns HTML content with notices and version information
+      responses:
+        '200':
+          description: Successful operation
+          content:
+            text/html:
+              schema:
+                type: string
--- a/pip_overrides.json.template
+++ b/pip_overrides.json.template
@@ -4,8 +4,8 @@
    "imageio_ffmpeg": "imageio",
    "diffusers~=0.21.4": "diffusers",
    "huggingface_hub": "huggingface-hub",
-    "numpy<1.24>=1.18": "numpy",
-    "numpy>=1.18.5, <1.25.0": "numpy",
+    "numpy<1.24>=1.18": "numpy==1.26.4",
+    "numpy>=1.18.5, <1.25.0": "numpy==1.26.4",
    "opencv-contrib-python": "opencv-contrib-python-headless",
    "opencv-python": "opencv-contrib-python-headless",
    "opencv-python-headless": "opencv-contrib-python-headless",
--- a/pip_overrides.osx.template
+++ b/pip_overrides.osx.template
@@ -4,8 +4,8 @@
    "imageio_ffmpeg": "imageio",
    "diffusers~=0.21.4": "diffusers",
    "huggingface_hub": "huggingface-hub",
-    "numpy<1.24>=1.18": "numpy",
-    "numpy>=1.18.5, <1.25.0": "numpy",
+    "numpy<1.24>=1.18": "numpy==1.26.4",
+    "numpy>=1.18.5, <1.25.0": "numpy==1.26.4",
    "opencv-contrib-python": "opencv-contrib-python-headless",
    "opencv-python": "opencv-contrib-python-headless",
    "opencv-python-headless": "opencv-contrib-python-headless",
--- a/prestartup_script.py
+++ b/prestartup_script.py
@@ -1,5 +1,5 @@
-import datetime
 import os
+import shutil
 import subprocess
 import sys
 import atexit
@@ -10,18 +10,37 @@ import platform
 import json
 import ast
 import logging
+import traceback

 glob_path = os.path.join(os.path.dirname(__file__), "glob")
 sys.path.append(glob_path)

 import security_check
-from manager_util import *
+import manager_util
 import cm_global
+import manager_downloader
+import folder_paths

-security_check.security_check()
+manager_util.add_python_path_to_env()

-cm_global.pip_blacklist = ['torch', 'torchsde', 'torchvision']
-cm_global.pip_downgrade_blacklist = ['torch', 'torchsde', 'torchvision', 'transformers', 'safetensors', 'kornia']
+import datetime as dt
+
+if hasattr(dt, 'datetime'):
+    from datetime import datetime as dt_datetime
+    
+    def current_timestamp():
+        return dt_datetime.now().strftime('%Y-%m-%d %H:%M:%S.%f')[:-3]
+else:
+    # NOTE: Occurs in some Mac environments.
+    import time
+    logging.error(f"[ComfyUI-Manager] fallback timestamp mode\n                  datetime module is invalid: '{dt.__file__}'")
+    
+    def current_timestamp():
+        return str(time.time()).split('.')[0]
+
+
+cm_global.pip_blacklist = {'torch', 'torchaudio', 'torchsde', 'torchvision'}
+cm_global.pip_downgrade_blacklist = ['torch', 'torchaudio', 'torchsde', 'torchvision', 'transformers', 'safetensors', 'kornia']


 def skip_pip_spam(x):
@@ -44,46 +63,83 @@ def is_import_failed_extension(name):
    return name in import_failed_extensions


-def check_file_logging():
-    global enable_file_logging
-    try:
-        import configparser
-        config_path = os.path.join(os.path.dirname(__file__), "config.ini")
-        config = configparser.ConfigParser()
-        config.read(config_path)
-        default_conf = config['default']
-
-        if 'file_logging' in default_conf and default_conf['file_logging'].lower() == 'false':
-            enable_file_logging = False
-    except Exception:
-        pass
-
-
-check_file_logging()
-
 comfy_path = os.environ.get('COMFYUI_PATH')
+comfy_base_path = os.environ.get('COMFYUI_FOLDERS_BASE_PATH')
+
+if comfy_path is None:
+    # legacy env var
+    comfy_path = os.environ.get('COMFYUI_PATH')
+
 if comfy_path is None:
    comfy_path = os.path.abspath(os.path.dirname(sys.modules['__main__'].__file__))

+if comfy_base_path is None:
+    comfy_base_path = comfy_path
+
 sys.__comfyui_manager_register_message_collapse = register_message_collapse
 sys.__comfyui_manager_is_import_failed_extension = is_import_failed_extension
 cm_global.register_api('cm.register_message_collapse', register_message_collapse)
 cm_global.register_api('cm.is_import_failed_extension', is_import_failed_extension)


-comfyui_manager_path = os.path.dirname(__file__)
-custom_nodes_path = os.path.abspath(os.path.join(comfyui_manager_path, ".."))
-startup_script_path = os.path.join(comfyui_manager_path, "startup-scripts")
-restore_snapshot_path = os.path.join(startup_script_path, "restore-snapshot.json")
-git_script_path = os.path.join(comfyui_manager_path, "git_helper.py")
-pip_overrides_path = os.path.join(comfyui_manager_path, "pip_overrides.json")
+comfyui_manager_path = os.path.abspath(os.path.dirname(__file__))
+
+custom_nodes_base_path = folder_paths.get_folder_paths('custom_nodes')[0]
+manager_files_path = os.path.abspath(os.path.join(folder_paths.get_user_directory(), 'default', 'ComfyUI-Manager'))
+manager_pip_overrides_path = os.path.join(manager_files_path, "pip_overrides.json")
+manager_pip_blacklist_path = os.path.join(manager_files_path, "pip_blacklist.list")
+restore_snapshot_path = os.path.join(manager_files_path, "startup-scripts", "restore-snapshot.json")
+manager_config_path = os.path.join(manager_files_path, 'config.ini')
+
+cm_cli_path = os.path.join(comfyui_manager_path, "cm-cli.py")


-cm_global.pip_overrides = {}
-if os.path.exists(pip_overrides_path):
-    with open(pip_overrides_path, 'r', encoding="UTF-8", errors="ignore") as json_file:
+default_conf = {}
+
+def read_config():
+    global default_conf
+    try:
+        import configparser
+        config = configparser.ConfigParser(strict=False)
+        config.read(manager_config_path)
+        default_conf = config['default']
+    except Exception:
+        pass
+
+def read_uv_mode():
+    if 'use_uv' in default_conf:
+        manager_util.use_uv = default_conf['use_uv'].lower() == 'true'
+
+def check_file_logging():
+    global enable_file_logging
+    if 'file_logging' in default_conf and default_conf['file_logging'].lower() == 'false':
+        enable_file_logging = False
+
+
+read_config()
+read_uv_mode()
+security_check.security_check()
+check_file_logging()
+
+if sys.version_info < (3, 13):
+    cm_global.pip_overrides = {'numpy': 'numpy<2'}
+else:
+    cm_global.pip_overrides = {}
+
+if os.path.exists(manager_pip_overrides_path):
+    with open(manager_pip_overrides_path, 'r', encoding="UTF-8", errors="ignore") as json_file:
        cm_global.pip_overrides = json.load(json_file)
-        cm_global.pip_overrides['numpy'] = 'numpy<2'
+        
+        if sys.version_info < (3, 13):
+            cm_global.pip_overrides['numpy'] = 'numpy<2'
+
+
+if os.path.exists(manager_pip_blacklist_path):
+    with open(manager_pip_blacklist_path, 'r', encoding="UTF-8", errors="ignore") as f:
+        for x in f.readlines():
+            y = x.strip()
+            if y != '':
+                cm_global.pip_blacklist.add(y)


 def remap_pip_package(pkg):
@@ -98,36 +154,6 @@ def remap_pip_package(pkg):
 std_log_lock = threading.Lock()


-class TerminalHook:
-    def __init__(self):
-        self.hooks = {}
-
-    def add_hook(self, k, v):
-        self.hooks[k] = v
-
-    def remove_hook(self, k):
-        if k in self.hooks:
-            del self.hooks[k]
-
-    def write_stderr(self, msg):
-        for v in self.hooks.values():
-            try:
-                v.write_stderr(msg)
-            except Exception:
-                pass
-
-    def write_stdout(self, msg):
-        for v in self.hooks.values():
-            try:
-                v.write_stdout(msg)
-            except Exception:
-                pass
-
-
-terminal_hook = TerminalHook()
-sys.__comfyui_manager_terminal_hook = terminal_hook
-
-
 def handle_stream(stream, prefix):
    stream.reconfigure(encoding=locale.getpreferredencoding(), errors='replace')
    for msg in stream:
@@ -161,6 +187,48 @@ def process_wrap(cmd_str, cwd_path, handler=None, env=None):
    return process.wait()


+original_stdout = sys.stdout
+
+
+def try_get_custom_nodes(x):
+    for custom_nodes_dir in folder_paths.get_folder_paths('custom_nodes'):
+        if x.startswith(custom_nodes_dir):
+            relative_path = os.path.relpath(x, custom_nodes_dir)
+            next_segment = relative_path.split(os.sep)[0]
+            if next_segment.lower() != 'comfyui-manager':
+                return next_segment, os.path.join(custom_nodes_dir, next_segment)
+    return None
+
+
+def extract_origin_module():
+    stack = traceback.extract_stack()[:-2]
+    for frame in reversed(stack):
+        info = try_get_custom_nodes(frame.filename)
+        if info is None:
+            continue
+        else:
+            return info
+    return None
+
+def extract_origin_module_from_strings(file_paths):
+    for filepath in file_paths:
+        info = try_get_custom_nodes(filepath)
+        if info is None:
+            continue
+        else:
+            return info
+    return None
+
+
+def finalize_startup():
+    res = {}
+    for k, v in cm_global.error_dict.items():
+        if v['path'] in import_failed_extensions:
+            res[k] = v
+
+    cm_global.error_dict = res
+
+
 try:
    if '--port' in sys.argv:
        port_index = sys.argv.index('--port')
@@ -173,15 +241,21 @@ try:
        postfix = ""

    # Logger setup
+    log_path_base = None
    if enable_file_logging:
-        if os.path.exists(f"comfyui{postfix}.log"):
-            if os.path.exists(f"comfyui{postfix}.prev.log"):
-                if os.path.exists(f"comfyui{postfix}.prev2.log"):
-                    os.remove(f"comfyui{postfix}.prev2.log")
-                os.rename(f"comfyui{postfix}.prev.log", f"comfyui{postfix}.prev2.log")
-            os.rename(f"comfyui{postfix}.log", f"comfyui{postfix}.prev.log")
+        log_path_base = os.path.join(folder_paths.user_directory, 'comfyui')

-        log_file = open(f"comfyui{postfix}.log", "w", encoding="utf-8", errors="ignore")
+        if not os.path.exists(folder_paths.user_directory):
+            os.makedirs(folder_paths.user_directory)
+
+        if os.path.exists(f"{log_path_base}{postfix}.log"):
+            if os.path.exists(f"{log_path_base}{postfix}.prev.log"):
+                if os.path.exists(f"{log_path_base}{postfix}.prev2.log"):
+                    os.remove(f"{log_path_base}{postfix}.prev2.log")
+                os.rename(f"{log_path_base}{postfix}.prev.log", f"{log_path_base}{postfix}.prev2.log")
+            os.rename(f"{log_path_base}{postfix}.log", f"{log_path_base}{postfix}.prev.log")
+
+        log_file = open(f"{log_path_base}{postfix}.log", "w", encoding="utf-8", errors="ignore")

    log_lock = threading.Lock()

@@ -202,7 +276,7 @@ try:
        write_stderr = wrapper_stderr

    pat_tqdm = r'\d+%.*\[(.*?)\]'
-    pat_import_fail = r'seconds \(IMPORT FAILED\):.*[/\\]custom_nodes[/\\](.*)$'
+    pat_import_fail = r'seconds \(IMPORT FAILED\):(.*)$'

    is_start_mode = True

@@ -235,10 +309,18 @@ try:
            if is_start_mode:
                match = re.search(pat_import_fail, message)
                if match:
-                    import_failed_extensions.add(match.group(1))
+                    import_failed_extensions.add(match.group(1).strip())

-                if 'Starting server' in message:
-                    is_start_mode = False
+                if not self.is_stdout:
+                    origin_info = extract_origin_module()
+                    if origin_info is not None:
+                        name, origin_path = origin_info
+                        
+                        if name != 'comfyui-manager':
+                            if name not in cm_global.error_dict:
+                                cm_global.error_dict[name] = {'name': name, 'path': origin_path, 'msg': ''}
+
+                            cm_global.error_dict[name]['msg'] += message

            if not self.is_stdout:
                match = re.search(pat_tqdm, message)
@@ -257,12 +339,17 @@ try:

        def sync_write(self, message, file_only=False):
            with log_lock:
-                timestamp = datetime.datetime.now().strftime('%Y-%m-%d %H:%M:%S')[:-3]
+                timestamp = current_timestamp()
                if self.last_char != '\n':
                    log_file.write(message)
                else:
                    log_file.write(f"[{timestamp}] {message}")
-                log_file.flush()
+
+                try:
+                    log_file.flush()
+                except Exception:
+                    pass
+
                self.last_char = message if message == '' else message[-1]

            if not file_only:
@@ -270,14 +357,15 @@ try:
                    if self.is_stdout:
                        write_stdout(message)
                        original_stdout.flush()
-                        terminal_hook.write_stderr(message)
                    else:
                        write_stderr(message)
                        original_stderr.flush()
-                        terminal_hook.write_stdout(message)

        def flush(self):
-            log_file.flush()
+            try:
+                log_file.flush()
+            except Exception:
+                pass

            with std_log_lock:
                if self.is_stdout:
@@ -323,14 +411,36 @@ try:
            if is_start_mode:
                match = re.search(pat_import_fail, message)
                if match:
-                    import_failed_extensions.add(match.group(1))
+                    import_failed_extensions.add(match.group(1).strip())
+
+                if 'Traceback' in message:
+                    file_lists = self._extract_file_paths(message)
+                    origin_info = extract_origin_module_from_strings(file_lists)
+                    if origin_info is not None:
+                        name, origin_path = origin_info
+                        
+                        if name != 'comfyui-manager':
+                            if name not in cm_global.error_dict:
+                                cm_global.error_dict[name] = {'name': name, 'path': origin_path, 'msg': ''}
+
+                            cm_global.error_dict[name]['msg'] += message

                if 'Starting server' in message:
                    is_start_mode = False
+                    finalize_startup()

            if stderr_wrapper:
                stderr_wrapper.sync_write(message+'\n', file_only=True)

+        def _extract_file_paths(self, msg):
+            file_paths = []
+            for line in msg.split('\n'):
+                match = re.findall(r'File \"(.*?)\", line \d+', line)
+                for x in match:
+                    if not x.startswith('<'):
+                        file_paths.extend(match)
+            return file_paths
+

    logging.getLogger().addHandler(LoggingHandler())

@@ -339,50 +449,53 @@ except Exception as e:
    print(f"[ComfyUI-Manager] Logging failed: {e}")


-try:
-    import git
-except ModuleNotFoundError:
-    my_path = os.path.dirname(__file__)
-    requirements_path = os.path.join(my_path, "requirements.txt")
-
-    print(f"## ComfyUI-Manager: installing dependencies. (GitPython)")
+def ensure_dependencies():
    try:
-        result = subprocess.check_output([sys.executable, '-s', '-m', 'pip', 'install', '-r', requirements_path])
-    except subprocess.CalledProcessError as e:
-        print(f"## [ERROR] ComfyUI-Manager: Attempting to reinstall dependencies using an alternative method.")
+        import git     # noqa: F401
+        import toml    # noqa: F401
+        import rich    # noqa: F401
+        import chardet # noqa: F401
+    except ModuleNotFoundError:
+        my_path = os.path.dirname(__file__)
+        requirements_path = os.path.join(my_path, "requirements.txt")
+
+        print("## ComfyUI-Manager: installing dependencies. (GitPython)")
        try:
-            result = subprocess.check_output([sys.executable, '-s', '-m', 'pip', 'install', '--user', '-r', requirements_path])
-        except subprocess.CalledProcessError as e:
-            print(f"## [ERROR] ComfyUI-Manager: Failed to install the GitPython package in the correct Python environment. Please install it manually in the appropriate environment. (You can seek help at https://app.element.io/#/room/%23comfyui_space%3Amatrix.org)")
+            subprocess.check_output(manager_util.make_pip_cmd(['install', '-r', requirements_path]))
+        except subprocess.CalledProcessError:
+            print("## [ERROR] ComfyUI-Manager: Attempting to reinstall dependencies using an alternative method.")
+            try:
+                subprocess.check_output(manager_util.make_pip_cmd(['install', '--user', '-r', requirements_path]))
+            except subprocess.CalledProcessError:
+                print("## [ERROR] ComfyUI-Manager: Failed to install the GitPython package in the correct Python environment. Please install it manually in the appropriate environment. (You can seek help at https://app.element.io/#/room/%23comfyui_space%3Amatrix.org)")

-try:
-    import git
-    print(f"## ComfyUI-Manager: installing dependencies done.")
-except:
-    # maybe we should sys.exit() here? there is at least two screens worth of error messages still being pumped after our error messages
-    print(f"## [ERROR] ComfyUI-Manager: GitPython package seems to be installed, but failed to load somehow. Make sure you have a working git client installed")
+    try:
+        print("## ComfyUI-Manager: installing dependencies done.")
+    except:
+        # maybe we should sys.exit() here? there is at least two screens worth of error messages still being pumped after our error messages
+        print("## [ERROR] ComfyUI-Manager: GitPython package seems to be installed, but failed to load somehow. Make sure you have a working git client installed")
+
+ensure_dependencies()


-print("** ComfyUI startup time:", datetime.datetime.now())
+print("** ComfyUI startup time:", current_timestamp())
 print("** Platform:", platform.system())
 print("** Python version:", sys.version)
 print("** Python executable:", sys.executable)
 print("** ComfyUI Path:", comfy_path)
+print("** ComfyUI Base Folder Path:", comfy_base_path)
+print("** User directory:", folder_paths.user_directory)
+print("** ComfyUI-Manager config path:", manager_config_path)

-if enable_file_logging:
-    print("** Log path:", os.path.abspath('comfyui.log'))
+
+if log_path_base is not None:
+    print("** Log path:", os.path.abspath(f'{log_path_base}.log'))
 else:
    print("** Log path: file logging is disabled")


 def read_downgrade_blacklist():
    try:
-        import configparser
-        config_path = os.path.join(os.path.dirname(__file__), "config.ini")
-        config = configparser.ConfigParser()
-        config.read(config_path)
-        default_conf = config['default']
-
        if 'downgrade_blacklist' in default_conf:
            items = default_conf['downgrade_blacklist'].split(',')
            items = [x.strip() for x in items if x != '']
@@ -397,50 +510,20 @@ read_downgrade_blacklist()

 def check_bypass_ssl():
    try:
-        import configparser
        import ssl
-        config_path = os.path.join(os.path.dirname(__file__), "config.ini")
-        config = configparser.ConfigParser()
-        config.read(config_path)
-        default_conf = config['default']
-
        if 'bypass_ssl' in default_conf and default_conf['bypass_ssl'].lower() == 'true':
-            print(f"[ComfyUI-Manager] WARN: Unsafe - SSL verification bypass option is Enabled. (see ComfyUI-Manager/config.ini)")
+            print(f"[ComfyUI-Manager] WARN: Unsafe - SSL verification bypass option is Enabled. (see {manager_config_path})")
            ssl._create_default_https_context = ssl._create_unverified_context  # SSL certificate error fix.
    except Exception:
        pass

-
 check_bypass_ssl()


 # Perform install
 processed_install = set()
-script_list_path = os.path.join(os.path.dirname(os.path.realpath(__file__)), "startup-scripts", "install-scripts.txt")
-pip_map = None
-
-
-def get_installed_packages():
-    global pip_map
-
-    if pip_map is None:
-        try:
-            result = subprocess.check_output([sys.executable, '-m', 'pip', 'list'], universal_newlines=True)
-
-            pip_map = {}
-            for line in result.split('\n'):
-                x = line.strip()
-                if x:
-                    y = line.split()
-                    if y[0] == 'Package' or y[0].startswith('-'):
-                        continue
-
-                    pip_map[y[0]] = y[1]
-        except subprocess.CalledProcessError as e:
-            print(f"[ComfyUI-Manager] Failed to retrieve the information of installed pip packages.")
-            return set()
-
-    return pip_map
+script_list_path = os.path.join(folder_paths.user_directory, "default", "ComfyUI-Manager", "startup-scripts", "install-scripts.txt")
+pip_fixer = manager_util.PIPFixer(manager_util.get_installed_packages(), comfy_path, manager_files_path)


 def is_installed(name):
@@ -449,7 +532,7 @@ def is_installed(name):
    if name.startswith('#'):
        return True

-    pattern = r'([^<>!=]+)([<>!=]=?)([0-9.a-zA-Z]*)'
+    pattern = r'([^<>!~=]+)([<>!~=]=?)([0-9.a-zA-Z]*)'
    match = re.search(pattern, name)

    if match:
@@ -459,18 +542,18 @@ def is_installed(name):
        return True

    if name in cm_global.pip_downgrade_blacklist:
-        pips = get_installed_packages()
+        pips = manager_util.get_installed_packages()

        if match is None:
            if name in pips:
                return True
-        elif match.group(2) in ['<=', '==', '<']:
+        elif match.group(2) in ['<=', '==', '<', '~=']:
            if name in pips:
-                if StrictVersion(pips[name]) >= StrictVersion(match.group(3)):
+                if manager_util.StrictVersion(pips[name]) >= manager_util.StrictVersion(match.group(3)):
                    print(f"[ComfyUI-Manager] skip black listed pip installation: '{name}'")
                    return True

-    pkg = get_installed_packages().get(name.lower())
+    pkg = manager_util.get_installed_packages().get(name.lower())
    if pkg is None:
        return False  # update if not installed

@@ -478,11 +561,19 @@ def is_installed(name):
        return True   # don't update if version is not specified

    if match.group(2) in ['>', '>=']:
-        if StrictVersion(pkg) < StrictVersion(match.group(3)):
+        if manager_util.StrictVersion(pkg) < manager_util.StrictVersion(match.group(3)):
            return False
-        elif StrictVersion(pkg) > StrictVersion(match.group(3)):
+        elif manager_util.StrictVersion(pkg) > manager_util.StrictVersion(match.group(3)):
            print(f"[SKIP] Downgrading pip package isn't allowed: {name.lower()} (cur={pkg})")

+    if match.group(2) == '==':
+        if manager_util.StrictVersion(pkg) < manager_util.StrictVersion(match.group(3)):
+            return False
+
+    if match.group(2) == '~=':
+        if manager_util.StrictVersion(pkg) == manager_util.StrictVersion(match.group(3)):
+            return False
+
    return True       # prevent downgrade


@@ -511,63 +602,22 @@ if os.path.exists(restore_snapshot_path):
                    else:
                        print(prefix, msg, end="")

-        print(f"[ComfyUI-Manager] Restore snapshot.")
-        cmd_str = [sys.executable, git_script_path, '--apply-snapshot', restore_snapshot_path]
-
+        print("[ComfyUI-Manager] Restore snapshot.")
        new_env = os.environ.copy()
-        new_env["COMFYUI_PATH"] = comfy_path
-        exit_code = process_wrap(cmd_str, custom_nodes_path, handler=msg_capture, env=new_env)
+        if 'COMFYUI_FOLDERS_BASE_PATH' not in new_env:
+            new_env["COMFYUI_FOLDERS_BASE_PATH"] = comfy_path

-        repository_name = ''
-        for url in cloned_repos:
-            try:
-                repository_name = url.split("/")[-1].strip()
-                repo_path = os.path.join(custom_nodes_path, repository_name)
-                repo_path = os.path.abspath(repo_path)
-
-                requirements_path = os.path.join(repo_path, 'requirements.txt')
-                install_script_path = os.path.join(repo_path, 'install.py')
-
-                this_exit_code = 0
-
-                if os.path.exists(requirements_path):
-                    with open(requirements_path, 'r', encoding="UTF-8", errors="ignore") as file:
-                        for line in file:
-                            package_name = remap_pip_package(line.strip())
-                            if package_name and not is_installed(package_name):
-                                if not package_name.startswith('#'):
-                                    if '--index-url' in package_name:
-                                        s = package_name.split('--index-url')
-                                        install_cmd = [sys.executable, "-m", "pip", "install", s[0].strip(), '--index-url', s[1].strip()]
-                                    else:
-                                        install_cmd = [sys.executable, "-m", "pip", "install", package_name]
-
-                                    this_exit_code += process_wrap(install_cmd, repo_path)
-
-                if os.path.exists(install_script_path) and f'{repo_path}/install.py' not in processed_install:
-                    processed_install.add(f'{repo_path}/install.py')
-                    install_cmd = [sys.executable, install_script_path]
-                    print(f">>> {install_cmd} / {repo_path}")
-
-                    new_env = os.environ.copy()
-                    new_env["COMFYUI_PATH"] = comfy_path
-                    this_exit_code += process_wrap(install_cmd, repo_path, env=new_env)
-
-                if this_exit_code != 0:
-                    print(f"[ComfyUI-Manager] Restoring '{repository_name}' is failed.")
-
-            except Exception as e:
-                print(e)
-                print(f"[ComfyUI-Manager] Restoring '{repository_name}' is failed.")
+        cmd_str = [sys.executable, cm_cli_path, 'restore-snapshot', restore_snapshot_path]
+        exit_code = process_wrap(cmd_str, custom_nodes_base_path, handler=msg_capture, env=new_env)

        if exit_code != 0:
-            print(f"[ComfyUI-Manager] Restore snapshot failed.")
+            print("[ComfyUI-Manager] Restore snapshot failed.")
        else:
-            print(f"[ComfyUI-Manager] Restore snapshot done.")
+            print("[ComfyUI-Manager] Restore snapshot done.")

    except Exception as e:
        print(e)
-        print(f"[ComfyUI-Manager] Restore snapshot failed.")
+        print("[ComfyUI-Manager] Restore snapshot failed.")

    os.remove(restore_snapshot_path)

@@ -580,17 +630,19 @@ def execute_lazy_install_script(repo_path, executable):

    if os.path.exists(requirements_path):
        print(f"Install: pip packages for '{repo_path}'")
-        with open(requirements_path, "r") as requirements_file:
-            for line in requirements_file:
-                package_name = remap_pip_package(line.strip())
-                if package_name and not is_installed(package_name):
-                    if '--index-url' in package_name:
-                        s = package_name.split('--index-url')
-                        install_cmd = [sys.executable, "-m", "pip", "install", s[0].strip(), '--index-url', s[1].strip()]
-                    else:
-                        install_cmd = [sys.executable, "-m", "pip", "install", package_name]

-                    process_wrap(install_cmd, repo_path)
+        lines = manager_util.robust_readlines(requirements_path)
+        for line in lines:
+            package_name = remap_pip_package(line.strip())
+            package_name = package_name.split('#')[0].strip()
+            if package_name and not is_installed(package_name):
+                if '--index-url' in package_name:
+                    s = package_name.split('--index-url')
+                    install_cmd = manager_util.make_pip_cmd(["install", s[0].strip(), '--index-url', s[1].strip()])
+                else:
+                    install_cmd = manager_util.make_pip_cmd(["install", package_name])
+
+                process_wrap(install_cmd, repo_path)

    if os.path.exists(install_script_path) and f'{repo_path}/install.py' not in processed_install:
        processed_install.add(f'{repo_path}/install.py')
@@ -598,15 +650,99 @@ def execute_lazy_install_script(repo_path, executable):
        install_cmd = [executable, "install.py"]

        new_env = os.environ.copy()
-        new_env["COMFYUI_PATH"] = comfy_path
+        if 'COMFYUI_FOLDERS_BASE_PATH' not in new_env:
+            new_env["COMFYUI_FOLDERS_BASE_PATH"] = comfy_path
        process_wrap(install_cmd, repo_path, env=new_env)


-# Check if script_list_path exists
-if os.path.exists(script_list_path):
+def execute_lazy_cnr_switch(target, zip_url, from_path, to_path, no_deps, custom_nodes_path):
+    import uuid
+    import shutil
+
+    # 1. download
+    archive_name = f"CNR_temp_{str(uuid.uuid4())}.zip"  # should be unpredictable name - security precaution
+    download_path = os.path.join(custom_nodes_path, archive_name)
+    manager_downloader.download_url(zip_url, custom_nodes_path, archive_name)
+
+    # 2. extract files into <node_id>@<cur_ver>
+    extracted = manager_util.extract_package_as_zip(download_path, from_path)
+    os.remove(download_path)
+
+    if extracted is None:
+        if len(os.listdir(from_path)) == 0:
+            shutil.rmtree(from_path)
+
+        print(f'Empty archive file: {target}')
+        return False
+
+
+    # 3. calculate garbage files (.tracking - extracted)
+    tracking_info_file = os.path.join(from_path, '.tracking')
+    prev_files = set()
+    with open(tracking_info_file, 'r') as f:
+        for line in f:
+            prev_files.add(line.strip())
+    garbage = prev_files.difference(extracted)
+    garbage = [os.path.join(custom_nodes_path, x) for x in garbage]
+
+    # 4-1. remove garbage files
+    for x in garbage:
+        if os.path.isfile(x):
+            os.remove(x)
+
+    # 4-2. remove garbage dir if empty
+    for x in garbage:
+        if os.path.isdir(x):
+            if not os.listdir(x):
+                os.rmdir(x)
+
+    # 5. rename dir name <node_id>@<prev_ver> ==> <node_id>@<cur_ver>
+    print(f"'{from_path}' is moved to '{to_path}'")
+    shutil.move(from_path, to_path)
+
+    # 6. create .tracking file
+    tracking_info_file = os.path.join(to_path, '.tracking')
+    with open(tracking_info_file, "w", encoding='utf-8') as file:
+        file.write('\n'.join(list(extracted)))
+
+
+script_executed = False
+
+def execute_startup_script():
+    global script_executed
    print("\n#######################################################################")
    print("[ComfyUI-Manager] Starting dependency installation/(de)activation for the extension\n")

+    custom_nodelist_cache = None
+
+    def get_custom_node_paths():
+        nonlocal custom_nodelist_cache
+        if custom_nodelist_cache is None:
+            custom_nodelist_cache = set()
+            for base in folder_paths.get_folder_paths('custom_nodes'):
+                for x in os.listdir(base):
+                    fullpath = os.path.join(base, x)
+                    if os.path.isdir(fullpath):
+                        custom_nodelist_cache.add(fullpath)
+
+        return custom_nodelist_cache
+
+    def execute_lazy_delete(path):
+        # Validate to prevent arbitrary paths from being deleted
+        if path not in get_custom_node_paths():
+            logging.error(f"## ComfyUI-Manager: The scheduled '{path}' is not a custom node path, so the deletion has been canceled.")
+            return
+
+        if not os.path.exists(path):
+            logging.info(f"## ComfyUI-Manager: SKIP-DELETE => '{path}' (already deleted)")
+            return
+
+        try:
+            shutil.rmtree(path)
+            logging.info(f"## ComfyUI-Manager: DELETE => '{path}'")
+        except Exception as e:
+            logging.error(f"## ComfyUI-Manager: Failed to delete '{path}' ({e})")
+
    executed = set()
    # Read each line from the file and convert it to a list using eval
    with open(script_list_path, 'r', encoding="UTF-8", errors="ignore") as file:
@@ -623,6 +759,13 @@ if os.path.exists(script_list_path):
                    if script[1] == "#LAZY-INSTALL-SCRIPT":
                        execute_lazy_install_script(script[0], script[2])

+                    elif script[1] == "#LAZY-CNR-SWITCH-SCRIPT":
+                        execute_lazy_cnr_switch(script[0], script[2], script[3], script[4], script[5], script[6])
+                        execute_lazy_install_script(script[3], script[7])
+
+                    elif script[1] == "#LAZY-DELETE-NODEPACK":
+                        execute_lazy_delete(script[2])
+
                elif os.path.exists(script[0]):
                    if script[1] == "#FORCE":
                        del script[1]
@@ -631,37 +774,73 @@ if os.path.exists(script_list_path):
                            continue

                    print(f"\n## ComfyUI-Manager: EXECUTE => {script[1:]}")
-                    print(f"\n## Execute install/(de)activation script for '{script[0]}'")
+                    print(f"\n## Execute management script for '{script[0]}'")

                    new_env = os.environ.copy()
-                    new_env["COMFYUI_PATH"] = comfy_path
+                    if 'COMFYUI_FOLDERS_BASE_PATH' not in new_env:
+                        new_env["COMFYUI_FOLDERS_BASE_PATH"] = comfy_path
                    exit_code = process_wrap(script[1:], script[0], env=new_env)

                    if exit_code != 0:
-                        print(f"install/(de)activation script failed: {script[0]}")
+                        print(f"management script failed: {script[0]}")
                else:
                    print(f"\n## ComfyUI-Manager: CANCELED => {script[1:]}")

            except Exception as e:
-                print(f"[ERROR] Failed to execute install/(de)activation script: {line} / {e}")
+                print(f"[ERROR] Failed to execute management script: {line} / {e}")

    # Remove the script_list_path file
    if os.path.exists(script_list_path):
+        script_executed = True
        os.remove(script_list_path)
        
    print("\n[ComfyUI-Manager] Startup script completed.")
    print("#######################################################################\n")

+
+# Check if script_list_path exists
+if os.path.exists(script_list_path):
+    execute_startup_script()
+
+
+pip_fixer.fix_broken()
+
 del processed_install
-del pip_map
+del pip_fixer
+manager_util.clear_pip_cache()
+
+if script_executed:
+    # Restart
+    print("[ComfyUI-Manager] Restarting to reapply dependency installation.")
+
+    if '__COMFY_CLI_SESSION__' in os.environ:
+        with open(os.path.join(os.environ['__COMFY_CLI_SESSION__'] + '.reboot'), 'w'):
+            pass
+
+        print("--------------------------------------------------------------------------\n")
+        exit(0)
+    else:
+        sys_argv = sys.argv.copy()
+
+        if sys_argv[0].endswith("__main__.py"):  # this is a python module
+            module_name = os.path.basename(os.path.dirname(sys_argv[0]))
+            cmds = [sys.executable, '-m', module_name] + sys_argv[1:]
+        elif sys.platform.startswith('win32'):
+            cmds = ['"' + sys.executable + '"', '"' + sys_argv[0] + '"'] + sys_argv[1:]
+        else:
+            cmds = [sys.executable] + sys_argv
+
+        print(f"Command: {cmds}", flush=True)
+        print("--------------------------------------------------------------------------\n")
+
+        os.execv(sys.executable, cmds)


 def check_windows_event_loop_policy():
    try:
        import configparser
-        config_path = os.path.join(os.path.dirname(__file__), "config.ini")
-        config = configparser.ConfigParser()
-        config.read(config_path)
+        config = configparser.ConfigParser(strict=False)
+        config.read(manager_config_path)
        default_conf = config['default']

        if 'windows_selector_event_loop_policy' in default_conf and default_conf['windows_selector_event_loop_policy'].lower() == 'true':
@@ -669,7 +848,7 @@ def check_windows_event_loop_policy():
                import asyncio
                import asyncio.windows_events
                asyncio.set_event_loop_policy(asyncio.windows_events.WindowsSelectorEventLoopPolicy())
-                print(f"[ComfyUI-Manager] Windows event loop policy mode enabled")
+                print("[ComfyUI-Manager] Windows event loop policy mode enabled")
            except Exception as e:
                print(f"[ComfyUI-Manager] WARN: Windows initialization fail: {e}")
    except Exception:
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,9 +1,9 @@
 [project]
 name = "comfyui-manager"
 description = "ComfyUI-Manager provides features to install and manage custom nodes for ComfyUI, as well as various functionalities to assist with ComfyUI."
-version = "2.51.5"
+version = "3.33.4"
 license = { file = "LICENSE.txt" }
-dependencies = ["GitPython", "PyGithub", "matrix-client==0.4.0", "transformers", "huggingface-hub>0.20", "typer", "rich", "typing-extensions"]
+dependencies = ["GitPython", "PyGithub", "matrix-client==0.4.0", "transformers", "huggingface-hub>0.20", "typer", "rich", "typing-extensions", "toml", "uv", "chardet"]

 [project.urls]
 Repository = "https://github.com/ltdrdata/ComfyUI-Manager"
--- a/requirements.txt
+++ b/requirements.txt
@@ -5,4 +5,7 @@ transformers
 huggingface-hub>0.20
 typer
 rich
-typing-extensions
+typing-extensions
+toml
+uv
+chardet
--- a/ruff.toml
+++ b/ruff.toml
@@ -0,0 +1,12 @@
+# Disable all rules by default
+lint.ignore = ["ALL"]
+
+# Enable specific rules
+lint.select = [
+    "S307",  # suspicious-eval-usage
+    # The "F" series in Ruff stands for "Pyflakes" rules, which catch various Python syntax errors and undefined names.
+    # See all rules here: https://docs.astral.sh/ruff/rules/#pyflakes-f
+    "F",
+]
+
+exclude = ["*.ipynb"]
--- a/scanner.py
+++ b/scanner.py
@@ -69,7 +69,7 @@ def extract_nodes(code_text):

    try:
        if parse_cnt % 100 == 0:
-            print(f".", end="", flush=True)
+            print(".", end="", flush=True)
        parse_cnt += 1

        code_text = re.sub(r'\\[^"\']', '', code_text)
@@ -102,12 +102,8 @@ def extract_nodes(code_text):
 def scan_in_file(filename, is_builtin=False):
    global builtin_nodes

-    try:
-        with open(filename, encoding='utf-8') as file:
-            code = file.read()
-    except UnicodeDecodeError:
-        with open(filename, encoding='cp949') as file:
-            code = file.read()
+    with open(filename, encoding='utf-8', errors='ignore') as file:
+        code = file.read()

    pattern = r"_CLASS_MAPPINGS\s*=\s*{([^}]*)}"
    regex = re.compile(pattern, re.MULTILINE | re.DOTALL)
@@ -245,7 +241,10 @@ def get_py_urls_from_json(json_file):


 def clone_or_pull_git_repository(git_url):
-    repo_name = git_url.split("/")[-1].split(".")[0]
+    repo_name = git_url.split("/")[-1]
+    if repo_name.endswith(".git"):
+        repo_name = repo_name[:-4]
+        
    repo_dir = os.path.join(temp_dir, repo_name)

    if os.path.exists(repo_dir):
@@ -294,7 +293,7 @@ def update_custom_nodes():
            pass

        def is_rate_limit_exceeded():
-            return g.rate_limiting[0] == 0
+            return g.rate_limiting[0] <= 20

        if is_rate_limit_exceeded():
            print(f"GitHub API Rate Limit Exceeded: remained - {(g.rate_limiting_resettime - datetime.datetime.now().timestamp())/60:.2f} min")
@@ -512,7 +511,7 @@ def gen_json(node_info):
            nodes.sort()
            data[git_url] = (nodes, metadata_in_url)

-    json_path = f"extension-node-map.json"
+    json_path = "extension-node-map.json"
    with open(json_path, "w", encoding='utf-8') as file:
        json.dump(data, file, indent=4, sort_keys=True)

--- a/scripts/install-comfyui-venv-linux.sh
+++ b/scripts/install-comfyui-venv-linux.sh
@@ -1,12 +1,12 @@
 git clone https://github.com/comfyanonymous/ComfyUI
 cd ComfyUI/custom_nodes
-git clone https://github.com/ltdrdata/ComfyUI-Manager
+git clone https://github.com/ltdrdata/ComfyUI-Manager comfyui-manager
 cd ..
 python -m venv venv
 source venv/bin/activate
 python -m pip install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cu121
 python -m pip install -r requirements.txt
-python -m pip install -r custom_nodes/ComfyUI-Manager/requirements.txt
+python -m pip install -r custom_nodes/comfyui-manager/requirements.txt
 cd ..
 echo "#!/bin/bash" > run_gpu.sh
 echo "cd ComfyUI" >> run_gpu.sh
--- a/scripts/install-comfyui-venv-win.bat
+++ b/scripts/install-comfyui-venv-win.bat
@@ -1,12 +1,12 @@
 git clone https://github.com/comfyanonymous/ComfyUI
 cd ComfyUI/custom_nodes
-git clone https://github.com/ltdrdata/ComfyUI-Manager
+git clone https://github.com/ltdrdata/ComfyUI-Manager comfyui-manager
 cd ..
 python -m venv venv
 call venv/Scripts/activate
 python -m pip install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cu121
 python -m pip install -r requirements.txt
-python -m pip install -r custom_nodes/ComfyUI-Manager/requirements.txt
+python -m pip install -r custom_nodes/comfyui-manager/requirements.txt
 cd ..
 echo "cd ComfyUI" >> run_gpu.bat
 echo "call venv/Scripts/activate" >> run_gpu.bat
--- a/scripts/install-manager-for-portable-version.bat
+++ b/scripts/install-manager-for-portable-version.bat
@@ -1,2 +1,3 @@
 .\python_embeded\python.exe -s -m pip install gitpython
-.\python_embeded\python.exe -c "import git; git.Repo.clone_from('https://github.com/ltdrdata/ComfyUI-Manager', './ComfyUI/custom_nodes/ComfyUI-Manager')"
+.\python_embeded\python.exe -c "import git; git.Repo.clone_from('https://github.com/ltdrdata/ComfyUI-Manager', './ComfyUI/custom_nodes/comfyui-manager')"
+.\python_embeded\python.exe -m pip install -r ./ComfyUI/custom_nodes/comfyui-manager/requirements.txt
--- a/scripts/update-fix.py
+++ b/scripts/update-fix.py
@@ -1,12 +0,0 @@
-import git
-
-commit_hash = "a361cc1"
-
-repo = git.Repo('.')
-
-if repo.is_dirty():
-    repo.git.stash()
-
-repo.git.update_ref("refs/remotes/origin/main", commit_hash)
-repo.remotes.origin.fetch()
-repo.git.pull("origin", "main")