fixed: An issue where restore malfunctioned since channel validation patch.

https://github.com/Comfy-Org/comfy-cli/issues/253
update DB
2025-03-19 01:24:20 +09:00 · 2025-03-19 00:23:24 +09:00 · 2025-03-18 23:48:09 +09:00 · 2025-03-18 02:44:18 +09:00 · 2025-03-18 00:59:25 +09:00 · 2025-03-18 00:49:37 +09:00
25 changed files with 9861 additions and 5485 deletions
--- a/.github/workflows/publish.yml
+++ b/.github/workflows/publish.yml
@@ -7,15 +7,19 @@ on:
    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/README.md
+++ b/README.md
@@ -314,9 +314,6 @@ The following settings are applied based on the section marked as `is_default`.
 * Use `aria2` as downloader
  * [howto](docs/en/use_aria2.md)

-* If you add the item `skip_migration_check = True` to `config.ini`, it will not check whether there are nodes that can be migrated at startup.
-  * This option can be used if performance issues occur in a Colab+GDrive environment.
-

 ## Environment Variables

--- a/cm-cli.py
+++ b/cm-cli.py
@@ -1271,20 +1271,6 @@ def export_custom_node_ids(
                    print(f"{x['id']}@unknown", file=output_file)


-@app.command(
-    "migrate",
-    help="Migrate legacy node system to new node system",
-)
-def migrate(
-        user_directory: str = typer.Option(
-            None,
-            help="user directory"
-        )
-):
-    cmd_ctx.set_user_directory(user_directory)
-    asyncio.run(unified_manager.migrate_unmanaged_nodes())
-
-
 if __name__ == '__main__':
    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
    sys.exit(app())
--- a/custom-node-list.json
+++ b/custom-node-list.json
@@ -3693,6 +3693,18 @@
            "nodename_pattern": "- Ostris$",
            "description": "This is a collection of custom nodes for ComfyUI that I made for some QOL. I will be adding much more advanced ones in the future once I get more familiar with the API."
        },
+        {
+            "author": "ostris",
+            "title": "Flex.1 tools",
+            "id": "ostris",
+            "reference": "https://github.com/ostris/ComfyUI-FlexTools",
+            "files": [
+                "https://github.com/ostris/ComfyUI-FlexTools"
+            ],
+            "install_type": "git-clone",
+            "nodename_pattern": "- Ostris$",
+            "description": "Some tools to help with [a/Flex.1-alpha](https://huggingface.co/ostris/Flex.1-alpha) inference on Comfy UI."
+        },
        {
            "author": "0xbitches",
            "title": "Latent Consistency Model for ComfyUI",
@@ -6999,6 +7011,16 @@
            "install_type": "git-clone",
            "description": "This project is an unofficial ComfyUI implementation of [a/InvSR](https://github.com/zsyOAOA/InvSR) (Arbitrary-steps Image Super-resolution via Diffusion Inversion)"
        },
+        {
+            "author": "yuvraj108c",
+            "title": "ComfyUI Thera",
+            "reference": "https://github.com/yuvraj108c/ComfyUI-Thera",
+            "files": [
+                "https://github.com/yuvraj108c/ComfyUI-Thera"
+            ],
+            "install_type": "git-clone",
+            "description": "This project is an unofficial ComfyUI implementation of [a/Thera](https://github.com/prs-eth/thera) (Aliasing-Free Arbitrary-Scale Super-Resolution with Neural Heat Fields)"
+        },
        {
            "author": "blepping",
            "title": "ComfyUI-bleh",
@@ -7703,6 +7725,16 @@
            "install_type": "git-clone",
            "description": "An advanced custom node for ComfyUI that provides optimized access to Wan2.1, a state-of-the-art video foundation model suite. The WanVideoKsampler node features intelligent memory management to enable higher resolution outputs and longer video sequences, even on consumer-grade hardware."
        },
+        {
+            "author": "ShmuelRonen",
+            "title": "ComfyUI-PixArt_XL",
+            "reference": "https://github.com/ShmuelRonen/ComfyUI-PixArt_XL",
+            "files": [
+                "https://github.com/ShmuelRonen/ComfyUI-PixArt_XL"
+            ],
+            "install_type": "git-clone",
+            "description": "A ComfyUI extension that integrates PixArt-Alpha models directly into ComfyUI with advanced memory management."
+        },
        {
            "author": "redhottensors",
            "title": "ComfyUI-Prediction",
@@ -7829,6 +7861,16 @@
            "install_type": "git-clone",
            "description": "ComfyUI integration for Pollinations API - Generate images and text based on user prompts"
        },
+        {
+            "author": "1038lab",
+            "title": "Comfyui-Spark-TTS",
+            "reference": "https://github.com/1038lab/ComfyUI-SparkTTS",
+            "files": [
+                "https://github.com/1038lab/ComfyUI-SparkTTS"
+            ],
+            "install_type": "git-clone",
+            "description": "ComfyUI-SparkTTS is a custom ComfyUI node implementation of SparkTTS, an advanced text-to-speech system that harnesses the power of large language models (LLMs) to generate highly accurate and natural-sounding speech."
+        },
        {
            "author": "Klinter",
            "title": "Klinter_nodes",
@@ -8766,8 +8808,8 @@
        },
        {
            "author": "impactframes",
-            "title": "ComfyUI-IF_AI_tools",
-            "id": "if-ai-tools",
+            "title": "IF_AI_tools",
+            "id": "impactframes-tools",
            "reference": "https://github.com/if-ai/ComfyUI-IF_AI_tools",
            "files": [
                "https://github.com/if-ai/ComfyUI-IF_AI_tools"
@@ -8777,8 +8819,8 @@
        },
        {
            "author": "impactframes",
-            "title": "ComfyUI-IF_AI_WishperSpeechNode",
-            "id": "if-ai-whisper-speech",
+            "title": "IF_AI_WishperSpeechNode",
+            "id": "impactframes-whisper-speech",
            "reference": "https://github.com/if-ai/ComfyUI-IF_AI_WishperSpeechNode",
            "files": [
                "https://github.com/if-ai/ComfyUI-IF_AI_WishperSpeechNode"
@@ -8788,8 +8830,8 @@
        },
        {
            "author": "impactframes",
-            "title": "ComfyUI-IF_AI_HFDownloaderNode",
-            "id": "if-ai-hfdownloader",
+            "title": "IF_AI_HFDownloaderNode",
+            "id": "impactframes-hfdownloader",
            "reference": "https://github.com/if-ai/ComfyUI-IF_AI_HFDownloaderNode",
            "files": [
                "https://github.com/if-ai/ComfyUI-IF_AI_HFDownloaderNode"
@@ -8799,7 +8841,8 @@
        },
        {
            "author": "impactframes",
-            "title": "ComfyUI-IF_MemoAvatar",
+            "title": "IF_MemoAvatar",
+            "id": "impactframes-memoavatar",
            "reference": "https://github.com/if-ai/ComfyUI-IF_MemoAvatar",
            "files": [
                "https://github.com/if-ai/ComfyUI-IF_MemoAvatar"
@@ -8809,7 +8852,8 @@
        },
        {
            "author": "impactframes",
-            "title": "ComfyUI-IF_Trellis",
+            "title": "IF_Trellis",
+            "id": "impactframes-trellis",
            "reference": "https://github.com/if-ai/ComfyUI-IF_Trellis",
            "files": [
                "https://github.com/if-ai/ComfyUI-IF_Trellis"
@@ -8820,32 +8864,68 @@
        {
            "author": "impactframes",
            "title": "IF_DatasetMkr",
+            "id": "impactframes-datasetmkr",
            "reference": "https://github.com/if-ai/ComfyUI-IF_DatasetMkr",
            "files": [
                "https://github.com/if-ai/ComfyUI-IF_DatasetMkr"
            ],
            "install_type": "git-clone",
-            "description": "Create Video datasets staright from YT or a video file path"
+            "description": "Create Video datasets straight from YT or a video file path"
+        },
+        {
+            "author": "impactframes",
+            "title": "IF_ParlerTTSNode",
+            "id": "impactframes-parlertts",
+            "reference": "https://github.com/if-ai/ComfyUI-IF_AI_ParlerTTSNode",
+            "files": [
+                "https://github.com/if-ai/ComfyUI-IF_AI_ParlerTTSNode"
+            ],
+            "install_type": "git-clone",
+            "description": "Parler TTS is a zeroshot voice synthesis with emotion and entonations, you can control the voice style via text prompt"
+        },
+        {
+            "author": "impactframes",
+            "title": "IF_Dreamtalk",
+            "id": "impactframes-dreamtalk",
+            "reference": "https://github.com/if-ai/ComfyUI-IF_AI_Dreamtalk",
+            "files": [
+                "https://github.com/if-ai/ComfyUI-IF_AI_Dreamtalk"
+            ],
+            "install_type": "git-clone",
+            "description": "Talking avatars Heads for the IF_AI tools integrates dreamtalk in ComfyUI"
        },
        {
            "author": "impactframes",
            "title": "IF_VideoPrompts",
+            "id": "impactframes-videoprompts",
            "reference": "https://github.com/if-ai/ComfyUI-IF_VideoPrompts",
            "files": [
-                "https://github.com/if-ai/ComfyUI-IF_VideoPrompts"
+              "https://github.com/if-ai/ComfyUI-IF_VideoPrompts"
            ],
            "install_type": "git-clone",
            "description": "ComfyUI extension for video-based prompting and processing with support for various models and video processing capabilities"
-        },
+        }, 
        {
            "author": "impactframes",
            "title": "IF_LLM",
+            "id": "impactframes-llm",
            "reference": "https://github.com/if-ai/ComfyUI-IF_LLM",
            "files": [
-                "https://github.com/if-ai/ComfyUI-IF_LLM"
+              "https://github.com/if-ai/ComfyUI-IF_LLM"
            ],
            "install_type": "git-clone",
-            "description": "Run Local and API LLMs, Features Conditioning manipulation via Omost, supports Ollama, LlamaCPP LMstudio, Koboldcpp, TextGen, Transformers or via APIs Anthropic, Groq, OpenAI, Google Gemini, Mistral, xAI and create your own charcters assistants (SystemPrompts) with custom presets and muchmore\n[w/It Might comflict with IF_AI_tools so if you have it installed please remove it before installing IF_LLM I am working on adding this tools to IF_AI_tools so you only need one or the other]"
+            "description": "Run Local and API LLMs, Features Conditioning manipulation via Omost, supports Ollama, LlamaCPP LMstudio, Koboldcpp, TextGen, Transformers or via APIs Anthropic, Groq, OpenAI, Google Gemini, Mistral, xAI and create your own charcters assistants (SystemPrompts) with custom presets and muchmore"
+        },
+        {
+            "author": "impactframes",
+            "title": "IF_AI_LoadImages",
+            "id": "impactframes-loadimages",
+            "reference": "https://github.com/if-ai/ComfyUI_IF_AI_LoadImages",
+            "files": [
+              "https://github.com/if-ai/ComfyUI_IF_AI_LoadImages"
+            ],
+            "install_type": "git-clone",
+            "description": "It Load Images with subfolders form arbitrary folders previous on node outputs lists- convinient selection via file browser"
        },
        {
            "author": "dmMaze",
@@ -9342,6 +9422,16 @@
            "install_type": "git-clone",
            "description": "A ComfyUI node that utilizes Moviepy to convert and send your images or videos to a webhook endpoint directly from ComfyUI."
        },
+        {
+            "author": "KytraScript",
+            "title": "ComfyUI_MatAnyone_Kytra",
+            "reference": "https://github.com/KytraScript/ComfyUI_MatAnyone_Kytra",
+            "files": [
+                "https://github.com/KytraScript/ComfyUI_MatAnyone_Kytra"
+            ],
+            "install_type": "git-clone",
+            "description": "Kytra's MatAnyone (Video Matting) implementation for ComfyUI - Based on pq-yang/MatAnyone"
+        },
        {
            "author": "1mckw",
            "title": "Comfyui-Gelbooru",
@@ -9350,7 +9440,7 @@
                "https://github.com/1mckw/Comfyui-Gelbooru"
            ],
            "install_type": "git-clone",
-            "description": "Get random images from gelbooru, support multiple tag searches, exclude tags, etc. user and api key are optional."
+            "description": "Get random images from gelbooru or rule34."
        },
        {
            "author": "NeuralSamurAI",
@@ -10504,7 +10594,7 @@
                "https://github.com/smthemex/ComfyUI_Sapiens"
            ],
            "install_type": "git-clone",
-            "description": "You can call Using Sapiens to get seg,normal,pose,depth,mask maps. Sapiens From: [a/facebookresearch/sapiens](https://github.com/facebookresearch/sapiens)"
+            "description": "You can call Using Sapiens to get seg，normal，pose，depth，mask."
        },
        {
            "author": "smthemex",
@@ -10656,6 +10746,16 @@
            "install_type": "git-clone",
            "description": "PhotoDoodle: Learning Artistic Image Editing from Few-Shot Pairwise Data，you can use it in comfyUI"
        },
+        {
+            "author": "smthemex",
+            "title": "ComfyUI_KV_Edit",
+            "reference": "https://github.com/smthemex/ComfyUI_KV_Edit",
+            "files": [
+                "https://github.com/smthemex/ComfyUI_KV_Edit"
+            ],
+            "install_type": "git-clone",
+            "description": "KV-Edit: Training-Free Image Editing for Precise Background Preservation,you can use it in comfyUI"
+        },
        {
            "author": "choey",
            "title": "Comfy-Topaz",
@@ -11248,6 +11348,16 @@
            "install_type": "git-clone",
            "description": "Run [a/Replicate models](https://replicate.com/explore) in ComfyUI."
        },
+        {
+            "author": "fofr",
+            "title": "ComfyUI-Basic-Auth",
+            "reference": "https://github.com/fofr/comfyui-basic-auth",
+            "files": [
+                "https://github.com/fofr/comfyui-basic-auth"
+            ],
+            "install_type": "git-clone",
+            "description": "A basic auth middleware for ComfyUI"
+        },
        {
            "author": "cfreilich",
            "title": "Virtuoso Nodes for ComfyUI",
@@ -11709,7 +11819,7 @@
                "https://github.com/gonzalu/ComfyUI_YFG_Comical"
            ],
            "install_type": "git-clone",
-            "description": "Image Historgram Generator - Outputs a set of images displaying the Histogram of the input image. Nodes: img2histograms, img2histogramsSelf"
+            "description": "Utility custom nodes for special effects, image manipulation and quality of life tools."
        },
        {
            "author": "ruiqutech",
@@ -11933,7 +12043,7 @@
                "https://github.com/ArcherFMY/Diffusion360_ComfyUI"
            ],
            "install_type": "git-clone",
-            "description": "ComfyUI plugin of [a/SD-T2I-360PanoImage](https://github.com/ArcherFMY/SD-T2I-360PanoImage).\nbase t2i-pipeline for generating 512*1024 panorama image from text input"
+            "description": "Generating seamless 360 degree panoramic image through text or perspective image."
        },
        {
            "author": "Makeezi",
@@ -12043,7 +12153,7 @@
                "https://github.com/fexploit/ComfyUI-AutoLabel"
            ],
            "install_type": "git-clone",
-            "description": "ComfyUI-AutoLabel is a custom node for ComfyUI that uses BLIP (Bootstrapping Language-Image Pre-training) to generate detailed descriptions of the main object in an image. This node leverages the power of BLIP to provide accurate and context-aware captions for images."
+            "description": "ComfyUI-AutoLabel is a custom node for ComfyUI that uses BLIP (Bootstrapping Language-Image Pre-training) to generate detailed descriptions of the main object in an image. This node leverages the power of BLIP to provide accurate and context-aware captions for images. by Fexploit."
        },
        {
            "author": "fexploit",
@@ -12315,7 +12425,7 @@
                "https://github.com/AshMartian/ComfyUI-DirGir"
            ],
            "install_type": "git-clone",
-            "description": "A collection of ComfyUI directory automation utility nodes. Directory Get It Right adds a GUI directory browser, and smart directory loop/iteration node that supports regex and file extension filtering."
+            "description": "A collection of ComfyUI directory automation utility nodes. Directory Get-It-Right adds a GUI directory browser, and a smart directory loop/iteration node that supports regex + file extension filtering + sorting methods."
        },
        {
            "author": "SozeInc",
@@ -14160,17 +14270,6 @@
            "install_type": "git-clone",
            "description": "Optional wildcards in ComfyUI"
        },
-        {
-            "author": "Makki_Shizu",
-            "title": "ComfyUI-SaveAnimatedGIF",
-            "id": "SaveAnimatedGIF",
-            "reference": "https://github.com/MakkiShizu/ComfyUI-SaveAnimatedGIF",
-            "files": [
-                "https://github.com/MakkiShizu/ComfyUI-SaveAnimatedGIF"
-            ],
-            "install_type": "git-clone",
-            "description": "Save animated GIF format nodes in ComfyUI"
-        },
        {
            "author": "JosefKuchar",
            "title": "ComfyUI-AdvancedTiling",
@@ -14214,6 +14313,16 @@
            "install_type": "git-clone",
            "description": "The ComfyUI-Visionatrix nodes are designed for convenient ComfyUI to [a/Visionatrix](https://github.com/Visionatrix/Visionatrix) workflow support migration, in particular to extract prompt input params (input, textarea, checkbox, select, range, file) to be used in simplified Visionatrix UI."
        },
+        {
+            "author": "Visionatrix",
+            "title": "ComfyUI-RemoteVAE",
+            "reference": "https://github.com/Visionatrix/ComfyUI-RemoteVAE",
+            "files": [
+                "https://github.com/Visionatrix/ComfyUI-RemoteVAE"
+            ],
+            "install_type": "git-clone",
+            "description": "ComfyUI Nodes for Remote VAE Decoding."
+        },
        {
            "author": "liangt",
            "title": "comfyui-loadimagewithsubfolder",
@@ -14495,7 +14604,7 @@
                "https://github.com/GeekyGhost/ComfyUI-GeekyRemB"
            ],
            "install_type": "git-clone",
-            "description": "GeekyRemB is a powerful and versatile image processing node for ComfyUI, designed to remove backgrounds from images with advanced customization options. This node leverages the rembg library and offers a wide range of features for fine-tuning the background removal process and enhancing the resulting images."
+            "description": "GeekyRemB is a powerful suite of image processing nodes for ComfyUI, offering advanced background removal, animation, lighting effects, and keyframe-based positioning. Built on the rembg library with additional capabilities for chroma keying, mask refinement, realistic lighting, shadow generation, and dynamic animations."
        },
        {
            "author": "GeekyGhost",
@@ -14659,6 +14768,66 @@
            "install_type": "git-clone",
            "description": "The latest DIT architecture-based image generation model from Zhipu that supports Chinese text generation."
        },
+        {
+            "author": "leeguandong",
+            "title": "ComfyUI_1Prompt1Story",
+            "reference": "https://github.com/leeguandong/ComfyUI_1Prompt1Story",
+            "files": [
+                "https://github.com/leeguandong/ComfyUI_1Prompt1Story"
+            ],
+            "install_type": "git-clone",
+            "description": "ComfyUI nodes to use [a/1Prompt1Story](https://github.com/byliutao/1Prompt1Story)"
+        },
+        {
+            "author": "leeguandong",
+            "title": "ComfyUI_ChatGen",
+            "reference": "https://github.com/leeguandong/ComfyUI_ChatGen",
+            "files": [
+                "https://github.com/leeguandong/ComfyUI_ChatGen"
+            ],
+            "install_type": "git-clone",
+            "description": "ComfyUI nodes to use [a/ChatGen](https://github.com/chengyou-jia/ChatGen)"
+        },
+        {
+            "author": "leeguandong",
+            "title": "ComfyUI_DeepSeekVL2",
+            "reference": "https://github.com/leeguandong/ComfyUI_DeepSeekVL2",
+            "files": [
+                "https://github.com/leeguandong/ComfyUI_DeepSeekVL2"
+            ],
+            "install_type": "git-clone",
+            "description": "ComfyUI nodes to use [a/DeepSeek-VL2](https://github.com/deepseek-ai/DeepSeek-VL2)"
+        },
+        {
+            "author": "leeguandong",
+            "title": "ComfyUI_FluxLayerDiffuse",
+            "reference": "https://github.com/leeguandong/ComfyUI_FluxLayerDiffuse",
+            "files": [
+                "https://github.com/leeguandong/ComfyUI_FluxLayerDiffuse"
+            ],
+            "install_type": "git-clone",
+            "description": "ComfyUI nodes to use [a/Flux-version-LayerDiffuse](https://github.com/RedAIGC/Flux-version-LayerDiffuse)"
+        },
+        {
+            "author": "leeguandong",
+            "title": "ComfyUI_Gemma3",
+            "reference": "https://github.com/leeguandong/ComfyUI_Gemma3",
+            "files": [
+                "https://github.com/leeguandong/ComfyUI_Gemma3"
+            ],
+            "install_type": "git-clone",
+            "description": "ComfyUI nodes to use [a/gemma-3-27b-it](https://huggingface.co/google/gemma-3-27b-it)"
+        },
+        {
+            "author": "leeguandong",
+            "title": "ComfyUI_QWQ32B",
+            "reference": "https://github.com/leeguandong/ComfyUI_QWQ32B",
+            "files": [
+                "https://github.com/leeguandong/ComfyUI_QWQ32B"
+            ],
+            "install_type": "git-clone",
+            "description": "ComfyUI nodes to use [a/QwQ-32B](https://huggingface.co/Qwen/QwQ-32B)"
+        },
        {
            "author": "lenskikh",
            "title": "Propmt Worker",
@@ -15062,6 +15231,16 @@
            "install_type": "git-clone",
            "description": "Node and workflow profiling. Find bottlenecks in your workflows. See trends over time."
        },
+        {
+            "author": "ryanontheinside",
+            "title": "ComfyUI_SuperResolution",
+            "reference": "https://github.com/ryanontheinside/ComfyUI_SuperResolution",
+            "files": [
+                "https://github.com/ryanontheinside/ComfyUI_SuperResolution"
+            ],
+            "install_type": "git-clone",
+            "description": "A collection of high-performance neural network-based Super Resolution models for ComfyUI."
+        },
        {
            "author": "ControlAltAI",
            "title": "ControlAltAI Nodes",
@@ -15115,6 +15294,16 @@
            "install_type": "git-clone",
            "description": "Metadata for loaded models"
        },
+        {
+            "author": "markuryy",
+            "title": "Video XY Plot",
+            "reference": "https://github.com/markuryy/ComfyUI-Simple-Video-XY-Plot",
+            "files": [
+                "https://github.com/markuryy/ComfyUI-Simple-Video-XY-Plot"
+            ],
+            "install_type": "git-clone",
+            "description": "A collection of custom nodes for ComfyUI"
+        },
        {
            "author": "eesahe",
            "title": "ComfyUI-eesahesNodes",
@@ -16064,7 +16253,7 @@
        },
        {
            "author": "Cyber-BCat",
-            "title": "ComfyUI_Auto_Caption",
+            "title": "Cyber-BlackCat",
            "reference": "https://github.com/Cyber-BCat/ComfyUI_Auto_Caption",
            "files": [
                "https://github.com/Cyber-BCat/ComfyUI_Auto_Caption"
@@ -16759,6 +16948,16 @@
            "install_type": "git-clone",
            "description": "Through this node, you can more easily test the impact of different blocks in flux_lora on the final result."
        },
+        {
+            "author": "SSsnap",
+            "title": "ComfyUI-Ad-scheduler",
+            "reference": "https://github.com/SS-snap/ComfyUI-Ad_scheduler",
+            "files": [
+                "https://github.com/SS-snap/ComfyUI-Ad_scheduler"
+            ],
+            "install_type": "git-clone",
+            "description": "For denoising tasks that handle noise at any time period, with the ability to add noise in post-processing to enhance details or correct structural accuracy while maintaining the original similarity. Allocating more steps allows the image to regress to an earlier stage.."
+        },
        {
            "author": "RiceRound",
            "title": "ComfyUI Compression and Encryption Node",
@@ -16875,16 +17074,6 @@
            "install_type": "git-clone",
            "description": "This is a node to convert workflows to cyuai api available nodes."
        },
-        {
-            "author": "l1yongch1",
-            "title": "ComfyUI_PhiCaption",
-            "reference": "https://github.com/l1yongch1/ComfyUI_PhiCaption",
-            "files": [
-                "https://github.com/l1yongch1/ComfyUI_PhiCaption"
-            ],
-            "install_type": "git-clone",
-            "description": "In addition to achieving conventional single-image, single-round reverse engineering, it can also achieve single-image multi-round and multi-image single-round reverse engineering. Moreover, the Phi model has a better understanding of prompts."
-        },
        {
            "author": "tkreuziger",
            "title": "ComfyUI and Claude",
@@ -17997,7 +18186,7 @@
                "https://github.com/gorillaframeai/GF_nodes"
            ],
            "install_type": "git-clone",
-            "description": "This custom node for ComfyUI provides advanced background removal capabilities using the briaai/RMBG-2.0 model. It is designed to seamlessly integrate into the ComfyUI environment, offering users a powerful tool for image processing tasks."
+            "description": "GF Remove Background 2.0"
        },
        {
            "author": "amaozhao",
@@ -18410,13 +18599,13 @@
        {
            "author": "lightricks",
            "title": "ComfyUI-LTXVideo",
-            "id": "ltxv",
+            "id": "comfyui-ltxvideo",
            "reference": "https://github.com/Lightricks/ComfyUI-LTXVideo",
            "files": [
                "https://github.com/Lightricks/ComfyUI-LTXVideo"
            ],
            "install_type": "git-clone",
-            "description": "ComfyUI nodes for LTXVideo model."
+            "description": "Custom nodes for LTX-Video support in ComfyUI"
        },
        {
            "author": "Kai Duehrkop",
@@ -19750,6 +19939,16 @@
            "install_type": "git-clone",
            "description": "ComfyUI_NTCosyVoice is a plugin of ComfyUI for Cosysvoice2"
        },
+        {
+            "author": "muxueChen",
+            "title": "ComfyUI-NTQwen25-VL",
+            "reference": "https://github.com/muxueChen/ComfyUI-NTQwen25-VL",
+            "files": [
+                "https://github.com/muxueChen/ComfyUI-NTQwen25-VL"
+            ],
+            "install_type": "git-clone",
+            "description": "Qwen25-VL is a plugin for ComfyU"
+        },
        {
            "author": "inventorado",
            "title": "ComfyUI Neural Network Toolkit NNT ",
@@ -20594,6 +20793,26 @@
            "install_type": "git-clone",
            "description": "this repo is to capture end-to-end data, metadata, and embeddings for ComfyUI workflows, specifically HunyuanVideo to start."
        },
+        {
+            "author": "fblissjr",
+            "title": "ComfyUI Dataset Helper & Batch Node",
+            "reference": "https://github.com/fblissjr/ComfyUI-DatasetHelper",
+            "files": [
+                "https://github.com/fblissjr/ComfyUI-DatasetHelper"
+             ],
+             "install_type": "git-clone",
+             "description": "This custom node set for ComfyUI provides a DatasetBatchNode for automated, sequential processing of datasets, particularly useful for iterative training or batched image/video generation workflows."
+        },
+        {
+            "author": "fblissjr",
+            "title": "wanvideo - seamless flow",
+            "reference": "https://github.com/fblissjr/ComfyUI-WanSeamlessFlow",
+            "files": [
+                "https://github.com/fblissjr/ComfyUI-WanSeamlessFlow"
+             ],
+             "install_type": "git-clone",
+             "description": "experimental wanvideo comfyui node with a singular goal - visually seamless transitions between context windows"
+        },
        {
            "author": "vincentfs",
            "title": "ComfyUI-ArchiGraph",
@@ -20800,16 +21019,6 @@
             "install_type": "git-clone",
             "description": "This package provides custom nodes to ComfyUI to POST data to a secure API."
        },
-        {
-            "author": "fblissjr",
-            "title": "ComfyUI Dataset Helper & Batch Node",
-            "reference": "https://github.com/fblissjr/ComfyUI-DatasetHelper",
-            "files": [
-                "https://github.com/fblissjr/ComfyUI-DatasetHelper"
-             ],
-             "install_type": "git-clone",
-             "description": "This custom node set for ComfyUI provides a DatasetBatchNode for automated, sequential processing of datasets, particularly useful for iterative training or batched image/video generation workflows."
-        },
        {
            "author": "oxysoft",
            "title": "ComfyUI-gowiththeflow",
@@ -21288,6 +21497,16 @@
            "install_type": "git-clone",
            "description": "Describe a single image or all images in a directory using models such as Janus Pro, Florence2, or JoyCaption (testing), with a particular focus on building datasets for training LoRA."
        },
+        {
+            "author": "mie",
+            "title": "ComfyUI-MinioConnector",
+            "reference": "https://github.com/MieMieeeee/ComfyUI-MinioConnector",
+            "files": [
+                "https://github.com/MieMieeeee/ComfyUI-MinioConnector"
+            ],
+            "install_type": "git-clone",
+            "description": "Provides a series of utility nodes designed for interacting with MinIO, including functionalities such as uploading and downloading files and folders, as well as creating buckets if they do not already exist."
+        },
        {
            "author": "lum3on",
            "title": "LLM Polymath Chat Node",
@@ -21319,6 +21538,16 @@
            "install_type": "git-clone",
            "description": "Data analysis custom modules for ComfyUI - Use Pandas & Matplotlib from within ComfyUI"
        },
+        {
+            "author": "HowToSD",
+            "title": "ComfyUI-Pt-Wrapper",
+            "reference": "https://github.com/HowToSD/ComfyUI-Pt-Wrapper",
+            "files": [
+                "https://github.com/HowToSD/ComfyUI-Pt-Wrapper"
+            ],
+            "install_type": "git-clone",
+            "description": "PyTorch extension for ComfyUI featuring extensive PyTorch wrapper nodes for seamless tensor operations and PyTorch model training."
+        },
        {
            "author": "dasilva333",
            "title": "ComfyUI_ContrastingColor",
@@ -21667,14 +21896,14 @@
        },
        {
            "author": "SirWillance",
-            "title": "Force of Will Suite Light",
+            "title": "FoW - Light",
            "id": "fow-suite-light",
            "reference": "https://github.com/SirWillance/FoW_Suite_LIGHT",
            "files": [
                "https://github.com/SirWillance/FoW_Suite_LIGHT"
            ],
            "install_type": "git-clone",
-            "description": "Beginner-friendly nodes for prompt refinement in ComfyUI, including custom nodes for weighting, splitting, combining, catalogues, and the PromptRefiner for a simple prompt interface. For more info, join me on https://www.twitch.tv/sirwillance. Be one of the first 50 followers to get a FREE upgrade to the Standard Tier!"
+            "description": "A Beginner-friendly Node Suite for prompt refinement in ComfyUI, including custom nodes for weighting, splitting, combining, catalogues, and the PromptRefiner for a simple prompt interface. For more info, join me on https://www.twitch.tv/sirwillance. Be one of the first 50 followers to get a FREE upgrade to the Standard Tier!"
        },
        {
            "author": "KAVVATARE",
@@ -21932,6 +22161,16 @@
            "install_type": "git-clone",
            "description": "Quickly select preset prompts and merge them"
        },
+        {
+            "author": "S4MUEL-404",
+            "title": "ComfyUI-S4Tool-Image-Overlay",
+            "reference": "https://github.com/S4MUEL-404/ComfyUI-S4Tool-Image-Overlay",
+            "files": [
+                "https://github.com/S4MUEL-404/ComfyUI-S4Tool-Image-Overlay"
+            ],
+            "install_type": "git-clone",
+            "description": "Quickly set up image overlay effects"
+        },
        {
            "author": "ZYK-AI",
            "title": "ComfyUI-YK Line loading",
@@ -21964,6 +22203,16 @@
            "install_type": "git-clone",
            "description": "A powerful ComfyUI extension node that allows you to add various exquisite artistic text effects to your images, supporting a wide range of text styles and effects."
        },
+        {
+            "author": "chenpipi0807",
+            "title": "ComfyUI NSFW Filter",
+            "reference": "https://github.com/chenpipi0807/ComfyUI_NSFW_Godie",
+            "files": [
+                "https://github.com/chenpipi0807/ComfyUI_NSFW_Godie"
+            ],
+            "install_type": "git-clone",
+            "description": "A simple and effective ComfyUI custom node for filtering inappropriate text content, automatically detecting and replacing prohibited words while preserving the original format."
+        },
        {
            "author": "ifmylove2011",
            "title": "comfyui-missing-tool",
@@ -21994,33 +22243,339 @@
            "install_type": "git-clone",
            "description": "ComfyUI custom nodes to interact with the Finegrain API."
        },
-
-
-
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+        {
+            "author": "Diohim",
+            "title": "ComfyUI Unusual Tools",
+            "reference": "https://github.com/Diohim/ComfyUI-Unusual-Tools",
+            "files": [
+                "https://github.com/Diohim/ComfyUI-Unusual-Tools"
+            ],
+            "install_type": "git-clone",
+            "description": "A collection of unusual but useful image processing nodes for ComfyUI."
+        },
+        {
+            "author": "penposs",
+            "title": "ComfyUI Gemini Pro Node",
+            "reference": "https://github.com/penposs/ComfyUI_Gemini_Pro",
+            "files": [
+                "https://github.com/penposs/ComfyUI_Gemini_Pro"
+            ],
+            "install_type": "git-clone",
+            "description": "This is a Google Gemini Pro API integration node for ComfyUI, supporting text, image, video, and audio inputs."
+        },
+        {
+            "author": "cardenluo",
+            "title": "ComfyUI-Apt_Preset",
+            "reference": "https://github.com/cardenluo/ComfyUI-Apt_Preset",
+            "files": [
+                "https://github.com/cardenluo/ComfyUI-Apt_Preset"
+            ],
+            "install_type": "git-clone",
+            "description": "ComfyUI Preset Manager, supporting various preset templates and workflow management"
+        },
+        {
+            "author": "Holasyb918",
+            "title": "Ghost2_Comfyui",
+            "reference": "https://github.com/Holasyb918/Ghost2_Comfyui",
+            "files": [
+                "https://github.com/Holasyb918/Ghost2_Comfyui"
+            ],
+            "install_type": "git-clone",
+            "description": "ComfyUI adaptation of [a/GHOST 2.0](https://github.com/ai-forever/ghost-2.0)."
+        },
+        {
+            "author": "mit-han-lab",
+            "title": "ComfyUI-nunchaku",
+            "reference": "https://github.com/mit-han-lab/ComfyUI-nunchaku",
+            "files": [
+                "https://github.com/mit-han-lab/ComfyUI-nunchaku"
+            ],
+            "install_type": "git-clone",
+            "description": "Nunchaku ComfyUI Node. Nunchaku is the inference that supports SVDQuant. SVDQuant is a new post-training training quantization paradigm for diffusion models, which quantize both the weights and activations of FLUX.1 to 4 bits, achieving 3.5× memory and 8.7× latency reduction on a 16GB laptop 4090 GPU. See more details: https://github.com/mit-han-lab/nunchaku"
+        },
+        {
+            "author": "billwuhao",
+            "title": "ComfyUI_DiffRhythm",
+            "reference": "https://github.com/billwuhao/ComfyUI_DiffRhythm",
+            "files": [
+                "https://github.com/billwuhao/ComfyUI_DiffRhythm"
+            ],
+            "install_type": "git-clone",
+            "description": "Blazingly Fast and Embarrassingly Simple End-to-End Full-Length Song Generation. A node for ComfyUI."
+        },
+        {
+            "author": "Nikosis",
+            "title": "ComfyUI-Nikosis-Nodes",
+            "reference": "https://github.com/Nikosis/ComfyUI-Nikosis-Nodes",
+            "files": [
+                "https://github.com/Nikosis/ComfyUI-Nikosis-Nodes"
+            ],
+            "install_type": "git-clone",
+            "description": "Nodes: Aspect Ratio, Prompt Multiple Styles Selector, Text Concatenate"
+        },
+        {
+            "author": "vadimcro",
+            "title": "VKRiez-Edge",
+            "reference": "https://github.com/vadimcro/VKRiez-Edge",
+            "files": [
+                "https://github.com/vadimcro/VKRiez-Edge"
+            ],
+            "install_type": "git-clone",
+            "description": "A collection of advanced edge detection nodes for ComfyUI that generate high-quality edge maps / contours for usage with ControlNet Canny / Anyline guidance."
+        },
+        {
+            "author": "Duanyll",
+            "title": "Duanyll Nodepack",
+            "reference": "https://github.com/Duanyll/duanyll_nodepack",
+            "files": [
+                "https://github.com/Duanyll/duanyll_nodepack"
+            ],
+            "install_type": "git-clone",
+            "description": "A collection of custom nodes for ComfyUI"
+        },
+        {
+            "author": "irreveloper",
+            "title": "ComfyUI-DSD",
+            "reference": "https://github.com/irreveloper/ComfyUI-DSD",
+            "files": [
+                "https://github.com/irreveloper/ComfyUI-DSD"
+            ],
+            "install_type": "git-clone",
+            "description": "An Unofficial ComfyUI custom node package that integrates [a/Diffusion Self-Distillation (DSD)](https://github.com/primecai/diffusion-self-distillation) for zero-shot customized image generation.\nDSD is a model for subject-preserving image generation that allows you to create images of a specific subject in novel contexts without per-instance tuning."
+        },
+        {
+            "author": "HannibalP",
+            "title": "comfyui-HannibalPack",
+            "reference": "https://github.com/HannibalP/comfyui-HannibalPack",
+            "files": [
+                "https://github.com/HannibalP/comfyui-HannibalPack"
+            ],
+            "install_type": "git-clone",
+            "description": "This node improves the merging of LoRA for movements and physical resemblance when adding multiple LoRA to a model."
+        },
+        {
+            "author": "xingBaGan",
+            "title": "ComfyUI-connect-ui",
+            "reference": "https://github.com/xingBaGan/ComfyUI-connect-ui",
+            "files": [
+                "https://github.com/xingBaGan/ComfyUI-connect-ui"
+            ],
+            "install_type": "git-clone",
+            "description": "Real-time image transfer between client and server Base64 image encoding/decoding support Supports PNG image format Includes a floating preview window for received images Preview window has minimize/maximize functionality"
+        },
+        {
+            "author": "iDAPPA",
+            "title": "AMD GPU Monitor for ComfyUI",
+            "reference": "https://github.com/iDAPPA/ComfyUI-AMDGPUMonitor",
+            "files": [
+                "https://github.com/iDAPPA/ComfyUI-AMDGPUMonitor"
+            ],
+            "install_type": "git-clone",
+            "description": "A simple, lightweight AMD GPU monitoring tool for ComfyUI that displays real-time information about your AMD GPU directly in the UI."
+        },
+        {
+            "author": "roundyyy",
+            "title": "Mesh Simplifier for ComfyUI",
+            "reference": "https://github.com/roundyyy/ComfyUI-mesh-simplifier",
+            "files": [
+                "https://github.com/roundyyy/ComfyUI-mesh-simplifier"
+            ],
+            "install_type": "git-clone",
+            "description": "A custom node for ComfyUI that implements mesh simplification with texture preservation using PyMeshLab. This node allows you to reduce the complexity of 3D meshes while preserving visual quality, and is compatible with ComfyUI-3D-Pack's mesh format."
+        },
+        {
+            "author": "notagen-mw",
+            "title": "ComfyUI_NotaGen",
+            "reference": "https://github.com/billwuhao/ComfyUI_NotaGen",
+            "files": [
+                "https://github.com/billwuhao/ComfyUI_NotaGen"
+            ],
+            "install_type": "git-clone",
+            "description": "Symbolic Music Generation, NotaGen node for ComfyUI."
+        },
+        {
+            "author": "orssorbit",
+            "title": "ComfyUI-wanBlockswap",
+            "reference": "https://github.com/orssorbit/ComfyUI-wanBlockswap",
+            "files": [
+                "https://github.com/orssorbit/ComfyUI-wanBlockswap"
+            ],
+            "install_type": "git-clone",
+            "description": "This is a simple Wan block swap node for ComfyUI native nodes, works by swapping upto 40 blocks to the CPU to reduce VRAM."
+        },
+        {
+            "author": "joreyaesh",
+            "title": "ComfyUI Scroll Over Textarea",
+            "reference": "https://github.com/joreyaesh/comfyui_scroll_over_textarea",
+            "files": [
+                "https://github.com/joreyaesh/comfyui_scroll_over_textarea"
+            ],
+            "install_type": "git-clone",
+            "description": "A ComfyUI extension to allow textarea elements to be scrolled over. Useful when using a trackpad in order to prevent accidental forward/back navigation (two fingers horizontally on a Mac) when scrolling around the UI."
+        },
+        {
+            "author": "joreyaesh",
+            "title": "ComfyUI Touchpad Scroll Controller",
+            "reference": "https://github.com/joreyaesh/comfyui_touchpad_scroll_controller.enableTouchpadScroll",
+            "files": [
+                "https://github.com/joreyaesh/comfyui_touchpad_scroll_controller.enableTouchpadScroll"
+            ],
+            "install_type": "git-clone",
+            "description": "A ComfyUI extension that enhances touchpad navigation by redirecting two-finger scrolling over to the canvas, including over textareas. This can prevent accidental back/forward browser navigation when using horizontal touchpad gestures and provides smooth zooming and panning for Mac and other touchpad users."
+        },
+        {
+            "author": "ali-vilab",
+            "title": "ComfyUI-ACE_Plus",
+            "id": "ace_plus",
+            "reference": "https://github.com/ali-vilab/ACE_plus",
+            "files": [
+                "https://github.com/ali-vilab/ACE_plus"
+            ],
+            "install_type": "git-clone",
+            "description": "Custom nodes for various visual generation and editing tasks using ACE_Plus FFT Model."
+        },
+        {
+            "author": "CY-CHENYUE",
+            "title": "ComfyUI-Gemini-API",
+            "id": "ComfyUI-Gemini-API",
+            "reference": "https://github.com/CY-CHENYUE/ComfyUI-Gemini-API",
+            "files": [
+               "https://github.com/CY-CHENYUE/ComfyUI-Gemini-API"
+            ],
+            "description": "A custom node for ComfyUI to integrate Google Gemini API.",
+            "install_type": "git-clone"
+        },
+        {
+            "author": "chri002",
+            "title": "ComfyUI_depthMapOperation",
+            "reference": "https://github.com/chri002/ComfyUI_depthMapOperation",
+            "files": [
+               "https://github.com/chri002/ComfyUI_depthMapOperation"
+            ],
+            "description": "A simple set of nodes to generate a point cloud from an image and its depth map, perform transformations and some basic operations.",
+            "install_type": "git-clone"
+        },
+        {
+            "author": "Laurent2916",
+            "title": "comfyui-piq",
+            "reference": "https://github.com/Laurent2916/comfyui-piq",
+            "files": [
+               "https://github.com/Laurent2916/comfyui-piq"
+            ],
+            "description": "PIQ ComfyUI custom nodes",
+            "install_type": "git-clone"
+        },
+        {
+            "author": "thezveroboy",
+            "title": "ComfyUI-CSM-Nodes",
+            "reference": "https://github.com/thezveroboy/ComfyUI-CSM-Nodes",
+            "files": [
+               "https://github.com/thezveroboy/ComfyUI-CSM-Nodes"
+            ],
+            "description": "Custom nodes for ComfyUI implementing the csm model for text-to-speech generation.",
+            "install_type": "git-clone"
+        },
+        {
+            "author": "thezveroboy",
+            "title": "ComfyUI-WAN-ClipSkip",
+            "reference": "https://github.com/thezveroboy/ComfyUI-WAN-ClipSkip",
+            "files": [
+               "https://github.com/thezveroboy/ComfyUI-WAN-ClipSkip"
+            ],
+            "description": "Custom nodes for ComfyUI implementing the csm model for text-to-speech generation.",
+            "install_type": "git-clone"
+        },
+        {
+            "author": "tatookan",
+            "title": "comfyui_ssl_gemini_EXP",
+            "reference": "https://github.com/tatookan/comfyui_ssl_gemini_EXP",
+            "files": [
+               "https://github.com/tatookan/comfyui_ssl_gemini_EXP"
+            ],
+            "description": "Calling gemini2.0 at comfyui . The project will continue to organize good APIs!",
+            "install_type": "git-clone"
+        },
+        {
+            "author": "atluslin",
+            "title": "comfyui_arcane_style_trans",
+            "reference": "https://github.com/atluslin/comfyui_arcane_style_trans",
+            "files": [
+               "https://github.com/atluslin/comfyui_arcane_style_trans"
+            ],
+            "description": "ComfyUI's Arcane stylization plugin",
+            "install_type": "git-clone"
+        },
+        {
+            "author": "pixelworldai",
+            "title": "ComfyUI-AlphaFlatten",
+            "reference": "https://github.com/pixelworldai/ComfyUI-AlphaFlatten",
+            "files": [
+               "https://github.com/pixelworldai/ComfyUI-AlphaFlatten"
+            ],
+            "description": "This node takes a batch of images with alpha channels (RGBA format) and combines them into a single image, respecting the transparency of each layer. It's particularly useful for compositing multiple masked elements (like faces) into a single image.",
+            "install_type": "git-clone"
+        },
+        {
+            "author": "CozyMantis (+ Curt-Park)",
+            "title": "Cozy Human Parser in pure Python",
+            "id": "humanparser-pure-python",
+            "reference": "https://github.com/Curt-Park/human-parser-comfyui-node-in-pure-python",
+            "files": [
+                "https://github.com/Curt-Park/human-parser-comfyui-node-in-pure-python"
+            ],
+            "install_type": "git-clone",
+            "description": "It works the same as human-parser-comfyui-node but is implemented in pure Python so that it doesn't require a runtime build for InPlaceABNSync."
+        },
+        {
+            "author": "ComplexRobot",
+            "title": "ComfyUI-Simple-VFI",
+            "reference": "https://github.com/ComplexRobot/ComfyUI-Simple-VFI",
+            "files": [
+                "https://github.com/ComplexRobot/ComfyUI-Simple-VFI"
+            ],
+            "install_type": "git-clone",
+            "description": "Nodes for simple frame interpolation without the use of AI. Uses standard image operations to blend frames together."
+        },
+        {
+            "author": "Taithrah",
+            "title": "Fens-Simple-Nodes",
+            "reference": "https://github.com/Taithrah/ComfyUI_Fens_Simple_Nodes",
+            "files": [
+                "https://github.com/Taithrah/ComfyUI_Fens_Simple_Nodes"
+            ],
+            "install_type": "git-clone",
+            "description": "Simple nodes for ComfyUI"
+        },
+        {
+            "author": "Immac",
+            "title": "ComfyUI Core Video Nodes",
+            "reference": "https://github.com/Immac/ComfyUI-CoreVideoMocks",
+            "files": [
+                "https://github.com/Immac/ComfyUI-CoreVideoMocks"
+            ],
+            "install_type": "git-clone",
+            "description": "A mock of a possible implementation of for ComfyUI Core Video Nodes."
+        },
+        {
+            "author": "kuo6",
+            "title": "ComfyUI Equirectangular Tools",
+            "reference": "https://github.com/kukuo6666/ComfyUI-Equirect",
+            "files": [
+                "https://github.com/kukuo6666/ComfyUI-Equirect"
+            ],
+            "install_type": "git-clone",
+            "description": "Tools for processing equirectangular images, supporting conversion from equirectangular format to cubemap."
+        },
+        {
+            "author": "jonstreeter",
+            "title": "Comfyui-PySceneDetect",
+            "reference": "https://github.com/jonstreeter/Comfyui-PySceneDetect",
+            "files": [
+                "https://github.com/jonstreeter/Comfyui-PySceneDetect"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: PySceneDetect Video Processor"
+        },



--- a/extension-node-map.json
+++ b/extension-node-map.json
--- a/github-stats.json
+++ b/github-stats.json
--- a/glob/manager_core.py
+++ b/glob/manager_core.py
@@ -43,7 +43,7 @@ import manager_downloader
 from node_package import InstalledNodePackage


-version_code = [3, 30, 7]
+version_code = [3, 31, 6]
 version_str = f"V{version_code[0]}.{version_code[1]}" + (f'.{version_code[2]}' if len(version_code) > 2 else '')


@@ -768,6 +768,9 @@ class UnifiedManager:

    @staticmethod
    async def load_nightly(channel, mode):
+        if channel is None:
+            return {}
+
        res = {}

        channel_url = normalize_channel(channel)
@@ -798,8 +801,9 @@ class UnifiedManager:
        return res

    async def get_custom_nodes(self, channel, mode):
-        # default_channel = normalize_channel('default')
-        # cache = self.custom_node_map_cache.get((default_channel, mode)) # CNR/nightly should always be based on the default channel.
+        if channel is None and mode is None:
+            channel = 'default'
+            mode = 'cache'

        channel = normalize_channel(channel)
        cache = self.custom_node_map_cache.get((channel, mode)) # CNR/nightly should always be based on the default channel.
@@ -808,7 +812,6 @@ class UnifiedManager:
            return cache

        channel = normalize_channel(channel)
-        print(f"nightly_channel: {channel}/{mode}")
        nodes = await self.load_nightly(channel, mode)

        res = {}
@@ -889,14 +892,6 @@ class UnifiedManager:

        return True

-    def reserve_migration(self, moves):
-        script_path = os.path.join(manager_startup_script_path, "install-scripts.txt")
-        with open(script_path, "a") as file:
-            obj = ["", "#LAZY-MIGRATION", moves]
-            file.write(f"{obj}\n")
-
-        return True
-
    def unified_fix(self, node_id, version_spec, instant_execution=False, no_deps=False):
        """
        fix dependencies
@@ -1630,7 +1625,6 @@ def write_config():
        'model_download_by_agent': get_config()['model_download_by_agent'],
        'downgrade_blacklist': get_config()['downgrade_blacklist'],
        'security_level': get_config()['security_level'],
-        'skip_migration_check': get_config()['skip_migration_check'],
        'always_lazy_install': get_config()['always_lazy_install'],
        'network_mode': get_config()['network_mode'],
        'db_mode': get_config()['db_mode'],
@@ -1669,7 +1663,6 @@ def read_config():
                    'windows_selector_event_loop_policy': get_bool('windows_selector_event_loop_policy', False),
                    'model_download_by_agent': get_bool('model_download_by_agent', False),
                    'downgrade_blacklist': default_conf.get('downgrade_blacklist', '').lower(),
-                    'skip_migration_check': get_bool('skip_migration_check', False),
                    'always_lazy_install': get_bool('always_lazy_install', False),
                    'network_mode': default_conf.get('network_mode', 'public').lower(),
                    'security_level': default_conf.get('security_level', 'normal').lower(),
@@ -1693,7 +1686,6 @@ def read_config():
            'windows_selector_event_loop_policy': False,
            'model_download_by_agent': False,
            'downgrade_blacklist': '',
-            'skip_migration_check': False,
            'always_lazy_install': False,
            'network_mode': 'public',   # public | private | offline
            'security_level': 'normal', # strong | normal | normal- | weak
@@ -2098,7 +2090,7 @@ async def gitclone_install(url, instant_execution=False, msg_prefix='', no_deps=
        cnr = unified_manager.get_cnr_by_repo(url)
        if cnr:
            cnr_id = cnr['id']
-            return await unified_manager.install_by_id(cnr_id, version_spec='nightly')
+            return await unified_manager.install_by_id(cnr_id, version_spec='nightly', channel='default', mode='cache')
        else:
            repo_name = os.path.splitext(os.path.basename(url))[0]

@@ -3026,6 +3018,9 @@ async def restore_snapshot(snapshot_path, git_helper_extras=None):
    enabled_repos = []
    disabled_repos = []
    skip_node_packs = []
+    switched_node_packs = []
+    installed_node_packs = []
+    failed = []

    await unified_manager.reload('cache')
    await unified_manager.get_custom_nodes('default', 'cache')
@@ -3071,8 +3066,13 @@ async def restore_snapshot(snapshot_path, git_helper_extras=None):
                disabled_repos.append(x)

            for x in todo_checkout:
-                unified_manager.cnr_switch_version(x[0], x[1], instant_execution=True, no_deps=True, return_postinstall=False)
-                checkout_repos.append(x[1])
+                ps = unified_manager.cnr_switch_version(x[0], x[1], instant_execution=True, no_deps=True, return_postinstall=False)
+                if ps.action == 'switch-cnr' and ps.result:
+                    switched_node_packs.append(f"{x[0]}@{x[1]}")
+                elif ps.action == 'skip':
+                    skip_node_packs.append(f"{x[0]}@{x[1]}")
+                elif not ps.result:
+                    failed.append(f"{x[0]}@{x[1]}")

            # install listed cnr nodes
            for k, v in cnr_info.items():
@@ -3080,7 +3080,9 @@ async def restore_snapshot(snapshot_path, git_helper_extras=None):
                    continue

                ps = await unified_manager.install_by_id(k, version_spec=v, instant_execution=True, return_postinstall=True)
-                cloned_repos.append(k)
+                if ps.action == 'install-cnr' and ps.result:
+                    installed_node_packs.append(f"{k}@{v}")
+
                if ps is not None and ps.result:
                    if hasattr(ps, 'postinstall'):
                        postinstalls.append(ps.postinstall)
@@ -3138,40 +3140,41 @@ async def restore_snapshot(snapshot_path, git_helper_extras=None):
                disabled_repos.append(x)

            for x in todo_enable:
-                res = unified_manager.unified_enable(x, 'nightly')
+                res = unified_manager.unified_enable(x[0], 'nightly')

                is_switched = False
                if res and res.target:
                    is_switched = repo_switch_commit(res.target, x[1])

                if is_switched:
-                    checkout_repos.append(x)
+                    checkout_repos.append(f"{x[0]}@{x[1]}")
                else:
-                    enabled_repos.append(x)
+                    enabled_repos.append(x[0])

            for x in todo_checkout:
                is_switched = repo_switch_commit(x[0], x[1])

                if is_switched:
-                    checkout_repos.append(x)
-                else:
-                    skip_node_packs.append(x[0])
+                    checkout_repos.append(f"{x[0]}@{x[1]}")

            for x in git_info.keys():
                normalized_url = git_utils.normalize_url(x)
                cnr = unified_manager.repo_cnr_map.get(normalized_url)
                if cnr is not None:
                    pack_id = cnr['id']
-                    await unified_manager.install_by_id(pack_id, 'nightly', instant_execution=True, no_deps=False, return_postinstall=False)
-                    cloned_repos.append(pack_id)
+                    res = await unified_manager.install_by_id(pack_id, 'nightly', instant_execution=True, no_deps=False, return_postinstall=False)
+                    if res.action == 'install-git' and res.result:
+                        cloned_repos.append(pack_id)
+                    elif res.action == 'skip':
+                        skip_node_packs.append(pack_id)
+                    elif not res.result:
+                        failed.append(pack_id)
                    processed_urls.append(x)

            for x in processed_urls:
                if x in git_info:
                    del git_info[x]

-            # remained nightly will be installed and migrated
-
    # for unknown restore
    todo_disable = []
    todo_enable = []
@@ -3218,15 +3221,15 @@ async def restore_snapshot(snapshot_path, git_helper_extras=None):
            is_switched = repo_switch_commit(res.target, x[1])

        if is_switched:
-            checkout_repos.append(x)
+            checkout_repos.append(f"{x[0]}@{x[1]}")
        else:
-            enabled_repos.append(x)
+            enabled_repos.append(x[0])

    for x in todo_checkout:
        is_switched = repo_switch_commit(x[0], x[1])

        if is_switched:
-            checkout_repos.append(x)
+            checkout_repos.append(f"{x[0]}@{x[1]}")
        else:
            skip_node_packs.append(x[0])

@@ -3243,53 +3246,28 @@ async def restore_snapshot(snapshot_path, git_helper_extras=None):
        unified_manager.repo_install(repo_url, to_path, instant_execution=True, no_deps=False, return_postinstall=False)
        cloned_repos.append(repo_name)

-    # reload
-    await unified_manager.migrate_unmanaged_nodes()
-
    # print summary
    for x in cloned_repos:
        print(f"[ INSTALLED ] {x}")
+    for x in installed_node_packs:
+        print(f"[ INSTALLED ] {x}")
    for x in checkout_repos:
        print(f"[  CHECKOUT ] {x}")
+    for x in switched_node_packs:
+        print(f"[  SWITCHED ] {x}")
    for x in enabled_repos:
        print(f"[  ENABLED  ] {x}")
    for x in disabled_repos:
        print(f"[  DISABLED ] {x}")
    for x in skip_node_packs:
-        print(f"[  SKIPPED ] {x}")
+        print(f"[  SKIPPED  ] {x}")
+    for x in failed:
+        print(f"[  FAILED   ] {x}")

    # if is_failed:
    #     print("[bold red]ERROR: Failed to restore snapshot.[/bold red]")


-# check need to migrate
-need_to_migrate = False
-
-
-async def check_need_to_migrate():
-    global need_to_migrate
-
-    await unified_manager.reload('cache')
-    await unified_manager.load_nightly(channel='default', mode='cache')
-
-    legacy_custom_nodes = []
-
-    for x in unified_manager.active_nodes.values():
-        if x[0] == 'nightly' and not x[1].endswith('@nightly'):
-            legacy_custom_nodes.append(x[1])
-
-    for x in unified_manager.nightly_inactive_nodes.values():
-        if not x.endswith('@nightly'):
-            legacy_custom_nodes.append(x)
-
-    if len(legacy_custom_nodes) > 0:
-        print("\n--------------------- ComfyUI-Manager migration notice --------------------")
-        print("The following custom nodes were installed using the old management method and require migration:\n")
-        print("\n".join(legacy_custom_nodes))
-        print("---------------------------------------------------------------------------\n")
-        need_to_migrate = True
-
-
 def get_comfyui_versions(repo=None):
    if repo is None:
        repo = git.Repo(comfy_path)
--- a/glob/manager_server.py
+++ b/glob/manager_server.py
@@ -279,8 +279,17 @@ def get_model_dir(data, show_log=False):
    else:
        models_base = folder_paths.models_dir

+    # NOTE: Validate to prevent path traversal.
+    if any(char in data['filename'] for char in {'/', '\\', ':'}):
+        return None
+
    def resolve_custom_node(save_path):
        save_path = save_path[13:] # remove 'custom_nodes/'
+
+        # NOTE: Validate to prevent path traversal.
+        if save_path.startswith(os.path.sep) or ':' in save_path:
+            return None
+
        repo_name = save_path.replace('\\','/').split('/')[0] # get custom node repo name

        # NOTE: The creation of files within the custom node path should be removed in the future.
@@ -1739,11 +1748,6 @@ async def default_cache_update():

    logging.info("[ComfyUI-Manager] All startup tasks have been completed.")

-    # NOTE: hide migration button temporarily.
-    # if not core.get_config()['skip_migration_check']:
-    #     await core.check_need_to_migrate()
-    # else:
-    #     logging.info("[ComfyUI-Manager] Migration check is skipped...")

 threading.Thread(target=lambda: asyncio.run(default_cache_update())).start()

--- a/glob/manager_util.py
+++ b/glob/manager_util.py
@@ -36,9 +36,9 @@ def add_python_path_to_env():

 def make_pip_cmd(cmd):
    if use_uv:
-        return [sys.executable, '-m', 'uv', 'pip'] + cmd
+        return [sys.executable, '-s', '-m', 'uv', 'pip'] + cmd
    else:
-        return [sys.executable, '-m', 'pip'] + cmd
+        return [sys.executable, '-s', '-m', 'pip'] + cmd


 # DON'T USE StrictVersion - cannot handle pre_release version
@@ -439,10 +439,12 @@ class PIPFixer:
                    lines = file.readlines()
                
                front_line = next((line.strip() for line in lines if line.startswith('comfyui-frontend-package')), None)
-                cmd = make_pip_cmd(['install', front_line])
-                subprocess.check_output(cmd , universal_newlines=True)
-
-                logging.info("[ComfyUI-Manager] 'comfyui-frontend-package' dependency were fixed")
+                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)
--- a/js/comfyui-manager.js
+++ b/js/comfyui-manager.js
@@ -13,7 +13,7 @@ import {
 import { OpenArtShareDialog } from "./comfyui-share-openart.js";
 import {
 	free_models, install_pip, install_via_git_url, manager_instance,
-	rebootAPI, migrateAPI, setManagerInstance, show_message, customAlert, customPrompt,
+	rebootAPI, setManagerInstance, show_message, customAlert, customPrompt,
 	infoToast, showTerminal, setNeedRestart
 } from "./common.js";
 import { ComponentBuilderDialog, getPureName, load_components, set_component_policy } from "./components-manager.js";
@@ -946,28 +946,6 @@ class ManagerMenuDialog extends ComfyDialog {
 				restart_stop_button,
 			];

-		let migration_btn =
-			$el("button.cm-button-orange", {
-				type: "button",
-				textContent: "Migrate to New Node System",
-				onclick: () => migrateAPI()
-			});
-
-		migration_btn.style.display = 'none';
-
-		res.push(migration_btn);
-
-		api.fetchApi('/manager/need_to_migrate')
-			.then(response => response.text())
-			.then(text => {
-				if (text === 'True') {
-					migration_btn.style.display = 'block';
-				}
-			})
-			.catch(error => {
-				console.error('Error checking migration status:', error);
-			});
-
 		return res;
 	}

--- a/js/common.js
+++ b/js/common.js
@@ -1,6 +1,7 @@
 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) {
@@ -181,23 +182,6 @@ export function rebootAPI() {
 }


-export async function migrateAPI() {
-	let confirmed = await customConfirm("When performing a migration, existing installed custom nodes will be renamed and the server will be restarted. Are you sure you want to apply this?\n\n(If you don't perform the migration, ComfyUI-Manager's start-up time will be longer each time due to re-checking during startup.)")
-	if (confirmed) {
-		try {
-			await api.fetchApi("/manager/migrate_unmanaged_nodes");
-			api.fetchApi("/manager/reboot");
-		}
-		catch(exception) {
-
-		}
-		return true;
-	}
-
-	return false;
-}
-
-
 export var manager_instance = null;

 export function setManagerInstance(obj) {
@@ -404,12 +388,14 @@ 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) {
@@ -503,3 +489,166 @@ export function restoreColumnWidth(gridId, columns) {
 	});

 }
+
+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/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
@@ -3,236 +3,17 @@ import { $el } from "../../scripts/ui.js";
 import { 
 	manager_instance, rebootAPI, 
 	fetchData, md5, icons, show_message, customAlert, infoToast, showTerminal,
-	storeColumnWidth, restoreColumnWidth
+	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";

+loadCss("./model-manager.css");
+
 const gridId = "model";

-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: 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,${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 pageHtml = `
 <div class="cmm-manager-header">
 	<label>Filter
@@ -283,14 +64,6 @@ export class ModelManager {
 	}

 	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 = $el("div", {
 			parent: document.body,
 			className: "comfy-modal cmm-manager"
@@ -561,7 +334,7 @@ export class ModelManager {
 			sortable: false,
 			align: 'center',
 			formatter: (url, rowItem, columnItem) => {
-				return `<a class="cmm-btn-download" title="Download file" href="${url}" target="_blank">${icons.download}</a>`;
+				return `<a class="cmm-btn-download" tooltip="Download file" href="${url}" target="_blank">${icons.download}</a>`;
 			}
 		}, {
 			id: 'size',
--- 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/node_db/dev/custom-node-list.json
+++ b/node_db/dev/custom-node-list.json
@@ -11,7 +11,106 @@

        
        
-        
+        {
+            "author": "Solankimayursinh",
+            "title": "PMSnodes",
+            "reference": "https://github.com/Solankimayursinh/PMSnodes",
+            "files": [
+                "https://github.com/Solankimayursinh/PMSnodes"
+            ],
+            "install_type": "git-clone",
+            "description": "A custom nodes for ComfyUI to Load audio in Base64 format and Send Audio to Websocket in Base64 Format for creating API of Audio related AI\nNOTE: The files in the repo are not organized."
+        },
+        {
+            "author": "rhinoflavored",
+            "title": "comfyui_QT",
+            "reference": "https://github.com/rhinoflavored/comfyui_QT",
+            "files": [
+                "https://github.com/rhinoflavored/comfyui_QT"
+            ],
+            "install_type": "git-clone",
+            "description": "bunch of image manipulation nodes....\nNOTE: The files in the repo are not organized."
+        },
+        {
+            "author": "ricklove",
+            "title": "ComfyUI-AutoSeg-SAM2",
+            "reference": "https://github.com/ricklove/ComfyUI-AutoSeg-SAM2",
+            "files": [
+                "https://github.com/ricklove/ComfyUI-AutoSeg-SAM2"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: AutoSeg-SAM2 Batch Segmentation"
+        },
+        {
+            "author": "JoeAu",
+            "title": "ComfyUI-PythonNode [UNSAFE]",
+            "reference": "https://github.com/JoeAu/ComfyUI-PythonNode",
+            "files": [
+                "https://github.com/JoeAu/ComfyUI-PythonNode"
+            ],
+            "install_type": "git-clone",
+            "description": "A custom ComfyUI node that allows users to execute arbitrary Python code with a single input (value) and output (result), enabling flexible processing of the input value using any Python code before assigning the final result to result. It also captures print() output and exceptions for debugging.[w/This node is an unsafe node that includes the capability to execute arbitrary python script.]"
+        },
+        {
+            "author": "smthemex",
+            "title": "ComfyUI_GPT_SoVITS_Lite",
+            "reference": "https://github.com/smthemex/ComfyUI_GPT_SoVITS_Lite",
+            "files": [
+                "https://github.com/smthemex/ComfyUI_GPT_SoVITS_Lite"
+            ],
+            "install_type": "git-clone",
+            "description": "[a/GPT_SoVITS](https://github.com/RVC-Boss/GPT-SoVITS) infer only for ComfyUI users\nNOTE: The files in the repo are not organized."
+        },
+        {
+            "author": "Nambi24",
+            "title": "ComfyUI-Save_Image",
+            "reference": "https://github.com/Nambi24/ComfyUI-Save_Image",
+            "files": [
+               "https://github.com/Nambi24/ComfyUI-Save_Image"
+            ],
+            "description": "NODES: Save Image With Subfolder, Extract Last Path Component\nNOTE: The files in the repo are not organized.",
+            "install_type": "git-clone"
+        },
+        {
+            "author": "sugarkwork",
+            "title": "comfyui_image_crop",
+            "reference": "https://github.com/sugarkwork/comfyui_image_crop",
+            "files": [
+               "https://github.com/sugarkwork/comfyui_image_crop"
+            ],
+            "description": "NODES: CropTransparent, RestoreCrop, ExpandMultiple, CropReapply",
+            "install_type": "git-clone"
+        },
+        {
+            "author": "AkiEvansDev",
+            "title": "ComfyUI-Tools",
+            "reference": "https://github.com/AkiEvansDev/ComfyUI-Tools",
+            "files": [
+                "https://github.com/AkiEvansDev/ComfyUI-Tools"
+            ],
+            "install_type": "git-clone",
+            "description": "Custom nodes for basic actions."
+        },
+        {
+            "author": "silveroxides",
+            "title": "ComfyUI-ModelUtils [WIP]",
+            "reference": "https://github.com/silveroxides/ComfyUI-ModelUtils",
+            "files": [
+                "https://github.com/silveroxides/ComfyUI-ModelUtils"
+            ],
+            "install_type": "git-clone",
+            "description": "[WIP]Custom nodes for handling, inspecting, modifying and creating various model files."
+        },
+        {
+            "author": "thisiseddy-ab",
+            "title": "ComfyUI-Edins-Ultimate-Pack",
+            "reference": "https://github.com/thisiseddy-ab/ComfyUI-Edins-Ultimate-Pack",
+            "files": [
+                "https://github.com/thisiseddy-ab/ComfyUI-Edins-Ultimate-Pack"
+            ],
+            "install_type": "git-clone",
+            "description": "Well i needet a Tiled Ksampler that still works for Comfy UI there were none so i made one, in this Package i will put all Nodes i will develop for Comfy Ui still in beta alot will change.."
+        },
        {
            "author": "longzoho",
            "title": "ComfyUI-Qdrant-Saver",
@@ -22,16 +121,6 @@
            "install_type": "git-clone",
            "description": "NODES: QDrant Saver Node"
        },
-        {
-            "author": "nova-florealis",
-            "title": "comfyui-alien",
-            "reference": "https://github.com/nova-florealis/comfyui-alien",
-            "files": [
-                "https://github.com/nova-florealis/comfyui-alien"
-            ],
-            "install_type": "git-clone",
-            "description": "NODES: Text to Text (LLM), Text Output, Convert to Markdown, List Display (Debug)"
-        },
        {
            "author": "RUFFY-369",
            "title": "ComfyUI-FeatureBank",
@@ -44,7 +133,7 @@
        },
        {
            "author": "Pablerdo",
-            "title": "ComfyUI-Sa2VAWrapper",
+            "title": "ComfyUI-Sa2VAWrapper [WIP]",
            "reference": "https://github.com/Pablerdo/ComfyUI-Sa2VAWrapper",
            "files": [
                "https://github.com/Pablerdo/ComfyUI-Sa2VAWrapper"
@@ -1808,16 +1897,6 @@
            "install_type": "git-clone",
            "description": "a custom node for [a/Ultralight-Digital-Human](https://github.com/anliyuan/Ultralight-Digital-Human)\nNOTE: The files in the repo are not organized."
        },
-        {
-            "author": "vahidzxc",
-            "title": "ComfyUI-My-Handy-Nodes",
-            "reference": "https://github.com/vahidzxc/ComfyUI-My-Handy-Nodes",
-            "files": [
-                "https://github.com/vahidzxc/ComfyUI-My-Handy-Nodes"
-            ],
-            "install_type": "git-clone",
-            "description": "NODES:VahCropImage"
-        },
        {
            "author": "StartHua",
            "title": "Comfyui_Flux_Style_Ctr [WIP]",
@@ -4560,16 +4639,6 @@
            "install_type": "git-clone",
            "description": "Image manipulation nodes, Temperature control nodes, Tiling nodes, Primitive and operation nodes, ..."
        },
-        {
-            "author": "PluMaZero",
-            "title": "ComfyUI-SpaceFlower",
-            "reference": "https://github.com/PluMaZero/ComfyUI-SpaceFlower",
-            "files": [
-                "https://github.com/PluMaZero/ComfyUI-SpaceFlower"
-            ],
-            "install_type": "git-clone",
-            "description": "Nodes: SpaceFlower_Prompt, SpaceFlower_HangulPrompt, ..."
-        },
        {
            "author": "laksjdjf",
            "title": "ssd-1b-comfyui",
--- a/node_db/dev/extension-node-map.json
+++ b/node_db/dev/extension-node-map.json
@@ -359,6 +359,98 @@
            "title_aux": "ComfyUI-Upscayl"
        }
    ],
+    "https://github.com/AkiEvansDev/ComfyUI-Tools": [
+        [
+            "AE.AnySwitch",
+            "AE.AnyTypeSwitch",
+            "AE.BRIARemBG",
+            "AE.BRIARemBGAdvanced",
+            "AE.ChangeSamplerConfig",
+            "AE.CheckpointList",
+            "AE.CheckpointLoader",
+            "AE.CompareFloat",
+            "AE.CompareInt",
+            "AE.ControlNetApplyWithConfig",
+            "AE.ControlNetConfig",
+            "AE.DisplayAny",
+            "AE.ExtractControlNetConfig",
+            "AE.ExtractHiresFixConfig",
+            "AE.ExtractImg2ImgConfig",
+            "AE.ExtractOutpaintConfig",
+            "AE.ExtractSamplerConfig",
+            "AE.Float",
+            "AE.FloatList",
+            "AE.FloatSwitch",
+            "AE.FloatToInt",
+            "AE.GaussianBlurMask",
+            "AE.GetImageSize",
+            "AE.GetLatentSize",
+            "AE.GroupsMuter",
+            "AE.HiresFixConfig",
+            "AE.ImageAdjustment",
+            "AE.ImageBlank",
+            "AE.ImageBlendMask",
+            "AE.ImageBlendMode",
+            "AE.ImageCannyFilter",
+            "AE.ImageDragonFilter",
+            "AE.ImageHighPassFilter",
+            "AE.ImageLevels",
+            "AE.ImageLucySharpen",
+            "AE.ImagePixelate",
+            "AE.ImagePowerNoise",
+            "AE.ImageStyleFilter",
+            "AE.Img2ImgConfig",
+            "AE.InpaintWithModel",
+            "AE.Int",
+            "AE.IntList",
+            "AE.IntSwitch",
+            "AE.IntToFloat",
+            "AE.KSamplerHiresFixWithConfig",
+            "AE.KSamplerImg2ImgWithConfig",
+            "AE.KSamplerInpaintWithConfig",
+            "AE.KSamplerOutpaintWithConfig",
+            "AE.KSamplerOutpaintWithConfigAndImage",
+            "AE.KSamplerWithConfig",
+            "AE.LoadImageFromPath",
+            "AE.LoadInpaintModel",
+            "AE.LoraLoader",
+            "AE.LorasList",
+            "AE.LorasLoader",
+            "AE.MathFloat",
+            "AE.MathInt",
+            "AE.OutpaintConfig",
+            "AE.OutpaintWithModel",
+            "AE.OutpaintWithModelAndConfig",
+            "AE.Range",
+            "AE.RangeList",
+            "AE.SDXLConfig",
+            "AE.SDXLPrompt",
+            "AE.SDXLPromptWithHires",
+            "AE.SDXLRegionalPrompt",
+            "AE.SDXLRegionalPromptWithHires",
+            "AE.SamplerConfig",
+            "AE.SamplerList",
+            "AE.SaveImage",
+            "AE.SchedulerList",
+            "AE.Seed",
+            "AE.String",
+            "AE.StringConcat",
+            "AE.StringEquals",
+            "AE.StringLength",
+            "AE.StringList",
+            "AE.StringReplace",
+            "AE.StringSwitch",
+            "AE.Text",
+            "AE.ToString",
+            "AE.ToStringConcat",
+            "AE.UpscaleLatentBy",
+            "AE.VAEEncodeInpaintConditioning",
+            "AE.XYRange"
+        ],
+        {
+            "title_aux": "ComfyUI-Tools"
+        }
+    ],
    "https://github.com/AlexXi19/ComfyUI-OpenAINode": [
        [
            "ImageWithPrompt",
@@ -630,6 +722,7 @@
            "DevToolsErrorRaiseNodeWithMessage",
            "DevToolsExperimentalNode",
            "DevToolsLongComboDropdown",
+            "DevToolsMultiSelectNode",
            "DevToolsNodeWithBooleanInput",
            "DevToolsNodeWithForceInput",
            "DevToolsNodeWithOnlyOptionalInput",
@@ -1128,29 +1221,55 @@
    ],
    "https://github.com/KurtHokke/ComfyUI_KurtHokke-Nodes": [
        [
-            "AIO_Tuner",
            "AIO_Tuner_Pipe",
-            "BasicAdvScheduler",
-            "Beta_Config",
+            "ApplyCondsExtraOpts",
+            "BashScriptNode",
            "BooleanFromPipe",
            "BooleanToPipe",
+            "COND_ExtraOpts",
+            "COND_ExtraOpts_2",
+            "COND_SET_STRENGTH_ExtraOpts",
+            "ChainTextEncode",
            "CkptPipe",
+            "CompareTorch",
+            "DynamicThresholding",
+            "DynamicThresholdingBasic",
            "EmptyLatentSize",
            "EmptyLatentSize64",
+            "ExecutePythonNode",
            "ExpMath",
            "ExpMathDual",
            "ExpMathQuad",
-            "LMS_Config",
+            "InspectNode",
            "LoadUnetAndClip",
            "LoraFluxParams",
+            "MergeExtraOpts",
            "ModelPipe1",
            "ModelPipe2",
+            "NoModel_CkptLoader",
+            "NoNegExtraOpts",
+            "Node_BOOL",
+            "Node_Float",
+            "Node_INT",
+            "Node_RandomRange",
+            "Node_String",
+            "Node_StringMultiline",
+            "SEED_ExtraOpts",
            "SamplerCustomAdvanced_Pipe",
            "SamplerSel",
            "SchedulerSel",
+            "SedOnString",
            "UnetClipLoraLoader",
            "UnetClipLoraLoaderBasic",
-            "stopipe"
+            "VAE_ExtraOpts",
+            "ViewExtraOpts",
+            "batchsize_ExtraOpts",
+            "get_lora_metadata",
+            "mycombine",
+            "re_sub_str",
+            "splitcond",
+            "str_str",
+            "str_str_str_str"
        ],
        {
            "title_aux": "ComfyUI_KurtHokke-Nodes"
@@ -1387,6 +1506,7 @@
            "Data_handle_Node",
            "DeepSeek_Node",
            "Delay_node",
+            "Delete_folder_Node",
            "DongShowTextNode",
            "Dong_Pixelate_Node",
            "Dong_Text_Node",
@@ -1405,6 +1525,7 @@
            "LibLib_upload_Node",
            "LogicToolsNode",
            "LoraIterator",
+            "Notice_Node",
            "PromptConcatNode",
            "RandomNumbersNode",
            "RenameNode",
@@ -1414,16 +1535,27 @@
            "TextToJsonNode",
            "TranslateAPINode",
            "ZIPwith7zNode",
+            "find_files_by_extension_Node",
            "img_understanding_Node",
            "klingai_video_Node",
            "path_join_Node",
            "save_img_NODE",
-            "set_api_Node"
+            "set_api_Node",
+            "text_replace_node"
        ],
        {
            "title_aux": "ComfyUI-tools-by-dong [UNSAFE]"
        }
    ],
+    "https://github.com/Nambi24/ComfyUI-Save_Image": [
+        [
+            "ExtractLastPathComponent",
+            "SaveImageNode"
+        ],
+        {
+            "title_aux": "ComfyUI-Save_Image"
+        }
+    ],
    "https://github.com/Northerner1/ComfyUI_North_Noise": [
        [
            "North_Noise"
@@ -1459,16 +1591,7 @@
            "GetCaptionFromImages"
        ],
        {
-            "title_aux": "ComfyUI-Sa2VAWrapper"
-        }
-    ],
-    "https://github.com/PluMaZero/ComfyUI-SpaceFlower": [
-        [
-            "SpaceFlower_HangulPrompt",
-            "SpaceFlower_Prompt"
-        ],
-        {
-            "title_aux": "ComfyUI-SpaceFlower"
+            "title_aux": "ComfyUI-Sa2VAWrapper [WIP]"
        }
    ],
    "https://github.com/Poseidon-fan/ComfyUI-fileCleaner": [
@@ -1693,7 +1816,6 @@
            "Test Node (Shinsplat)",
            "Text To Tokens (Shinsplat)",
            "Text To Tokens SD3 (Shinsplat)",
-            "Upscale WEBP (Shinsplat)",
            "Variables (Shinsplat)"
        ],
        {
@@ -1727,6 +1849,16 @@
            "title_aux": "ComfyUI-PIL"
        }
    ],
+    "https://github.com/Solankimayursinh/PMSnodes": [
+        [
+            "InputAnalyzer",
+            "LoadBase64Audio",
+            "PMSSendAudio"
+        ],
+        {
+            "title_aux": "PMSnodes"
+        }
+    ],
    "https://github.com/Soppatorsk/comfyui_img_to_ascii": [
        [
            "Img_to_ASCII"
@@ -1815,7 +1947,8 @@
        [
            "Example",
            "FluxImageUpscaler",
-            "FluxLoader"
+            "FluxLoader",
+            "FluxTextPrompt"
        ],
        {
            "title_aux": "comfyui_flux_collection_advanced [WIP]"
@@ -2122,6 +2255,7 @@
    "https://github.com/ammahmoudi/ComfyUI-Legendary-Nodes": [
        [
            "Legendary Dataset Saver",
+            "Legendary Image URL Loader",
            "Legendary Lora URL Loader"
        ],
        {
@@ -2184,6 +2318,7 @@
            "ImageToPrompt",
            "MiniMaxAIAPIClient",
            "MiniMaxImage2Video",
+            "MiniMaxImageGenerator",
            "MiniMaxPreviewVideo"
        ],
        {
@@ -3263,6 +3398,7 @@
    ],
    "https://github.com/grinlau18/ComfyUI_XISER_Nodes": [
        [
+            "XIS_CropImage",
            "XIS_Float_Slider",
            "XIS_FromListGet1Color",
            "XIS_FromListGet1Cond",
@@ -3274,10 +3410,12 @@
            "XIS_FromListGet1Model",
            "XIS_FromListGet1String",
            "XIS_INT_Slider",
+            "XIS_IfDataIsNone",
            "XIS_ImageMaskMirror",
            "XIS_InvertMask",
            "XIS_IsThereAnyData",
            "XIS_PromptsWithSwitches",
+            "XIS_ReorderImageMaskGroups",
            "XIS_ResizeImageOrMask",
            "XIS_ResizeToDivisible"
        ],
@@ -3968,6 +4106,7 @@
            "HyVideoSTG",
            "HyVideoSampler",
            "HyVideoTeaCache",
+            "HyVideoTextEmbedBridge",
            "HyVideoTextEmbedsLoad",
            "HyVideoTextEmbedsSave",
            "HyVideoTextEncode",
@@ -4037,6 +4176,7 @@
            "LoadWanVideoT5TextEncoder",
            "WanVideoBlockSwap",
            "WanVideoContextOptions",
+            "WanVideoControlEmbeds",
            "WanVideoDecode",
            "WanVideoEmptyEmbeds",
            "WanVideoEncode",
@@ -4044,13 +4184,16 @@
            "WanVideoFlowEdit",
            "WanVideoImageClipEncode",
            "WanVideoLatentPreview",
+            "WanVideoLoopArgs",
            "WanVideoLoraBlockEdit",
            "WanVideoLoraSelect",
            "WanVideoModelLoader",
+            "WanVideoSLG",
            "WanVideoSampler",
            "WanVideoTeaCache",
            "WanVideoTextEmbedBridge",
            "WanVideoTextEncode",
+            "WanVideoTinyVAELoader",
            "WanVideoTorchCompileSettings",
            "WanVideoVAELoader",
            "WanVideoVRAMManagement"
@@ -4087,6 +4230,7 @@
            "Custom_Save_Image",
            "Display_Any",
            "Image_Size_Extractor",
+            "Load_Image_Folder",
            "Mask_Blur_Plus",
            "Preview_Mask",
            "Preview_Mask_Plus",
@@ -4420,6 +4564,7 @@
            "polymath_SaveAbsolute",
            "polymath_chat",
            "polymath_concept_eraser",
+            "polymath_dsd_sampler",
            "polymath_helper",
            "polymath_scraper"
        ],
@@ -4827,32 +4972,26 @@
            "ClusterBroadcastTensor",
            "ClusterExecuteCurrentWorkflow",
            "ClusterExecuteWorkflow",
+            "ClusterFanInImages",
            "ClusterFanOutImage",
            "ClusterFanOutLatent",
            "ClusterFanOutMask",
+            "ClusterFinallyFree",
+            "ClusterFlattenBatchedImageList",
+            "ClusterFreeNow",
            "ClusterGatherImages",
            "ClusterGatherLatents",
            "ClusterGatherMasks",
            "ClusterGetInstanceWorkItemFromBatch",
            "ClusterInfo",
-            "ClusterListenTensorBroadcast"
+            "ClusterListenTensorBroadcast",
+            "ClusterSplitBatchToList",
+            "ClusterStridedReorder"
        ],
        {
            "title_aux": "ComfyUI_Cluster [WIP]"
        }
    ],
-    "https://github.com/nova-florealis/comfyui-alien": [
-        [
-            "ConvertMarkdown",
-            "ListDisplayNode",
-            "MarkdownConverterModule",
-            "TextOutput",
-            "TextToText"
-        ],
-        {
-            "title_aux": "comfyui-alien"
-        }
-    ],
    "https://github.com/oshtz/ComfyUI-oshtz-nodes": [
        [
            "EasyAspectRatioNode",
@@ -5085,6 +5224,84 @@
            "title_aux": "ComfyUI-ODE"
        }
    ],
+    "https://github.com/rhinoflavored/comfyui_QT": [
+        [
+            "CSVDataMatcher",
+            "QTAutoCropByNPS",
+            "QTExcelImageReader",
+            "QTExcelReader",
+            "QTRandomSelectString",
+            "QTStringWrappingByNumber",
+            "QT_Alpha_Yaxis_Node",
+            "QT_AntiAliasing_Node",
+            "QT_Batch_Anything_Node",
+            "QT_Center_Rotation",
+            "QT_Character_Height_Difference",
+            "QT_Character_Size_Node",
+            "QT_Color_Image_Loop",
+            "QT_Content_Location_Node",
+            "QT_Crop_Alpha",
+            "QT_Crop_Alpha_V2",
+            "QT_Curves_Node",
+            "QT_Dictionary_Node",
+            "QT_Elements_Into_List_Node",
+            "QT_Float_To_Int",
+            "QT_Image_Array",
+            "QT_Image_Array_Circle",
+            "QT_Image_Array_Rectangle",
+            "QT_Image_Overlay",
+            "QT_Image_Overlay_BOOLEAN",
+            "QT_Image_Overlay_Rotation",
+            "QT_Image_Overlay_V2",
+            "QT_Image_Overlay_V3",
+            "QT_Image_Sorting_Node",
+            "QT_Image_Upscale_And_Crop_Node",
+            "QT_Image_Upscale_And_Crop_Node_V2",
+            "QT_Image_Upscale_And_Crop_Node_V3",
+            "QT_Image_Upscale_Node",
+            "QT_Image_Vision_Center_Node",
+            "QT_Join_Image_List_Node",
+            "QT_Line_Break",
+            "QT_Line_Break_V2",
+            "QT_List_Length",
+            "QT_List_Picker",
+            "QT_List_To_String",
+            "QT_Mask_Mix_Node",
+            "QT_Merge_Into_List_Node",
+            "QT_Pageturn_Node",
+            "QT_Pattern_Fill",
+            "QT_Piecewise_Function_Node",
+            "QT_Polar_Coordinate_Conversion_Node",
+            "QT_Rounded_Corner",
+            "QT_SUPIR_Upscale",
+            "QT_Simple_Text_Image_V2",
+            "QT_Sorting_Node",
+            "QT_Split_List_Node",
+            "QT_Split_List_Node_V2",
+            "QT_Split_Mask_Node",
+            "QT_Split_String",
+            "QT_String_Horizontal_To_Vertical",
+            "QT_String_To_List",
+            "QT_Text_Input_Switch_Node",
+            "QT_Text_Overlay_V2",
+            "QT_Text_To_Bool_Node",
+            "QT_Tilt_Transform",
+            "QT_Translucent_Node",
+            "QT_Vertical_Text_Overlay",
+            "QT_Video_Combine_Node"
+        ],
+        {
+            "title_aux": "comfyui_QT"
+        }
+    ],
+    "https://github.com/ricklove/ComfyUI-AutoSeg-SAM2": [
+        [
+            "AutoSegSAM2Node"
+        ],
+        {
+            "title_aux": "ComfyUI-AutoSeg-SAM2"
+        }
+    ],
    "https://github.com/rishipandey125/ComfyUI-FramePacking": [
        [
            "Add Grid Boundaries",
@@ -5220,8 +5437,8 @@
        {
            "author": "shinich39",
            "description": "Javascript code will run when an event fires.",
-            "nickname": "event-handler",
-            "title": "event-handler",
+            "nickname": "comfyui-event-handler",
+            "title": "comfyui-event-handler",
            "title_aux": "comfyui-event-handler [USAFE]"
        }
    ],
@@ -5241,6 +5458,17 @@
            "title_aux": "ComfyUI_CheckPointLoader_Ext [WIP]"
        }
    ],
+    "https://github.com/silveroxides/ComfyUI-ModelUtils": [
+        [
+            "CLIPMetaKeys",
+            "CheckpointMetaKeys",
+            "LoRAMetaKeys",
+            "UNetMetaKeys"
+        ],
+        {
+            "title_aux": "ComfyUI-ModelUtils [WIP]"
+        }
+    ],
    "https://github.com/sizzlebop/comfyui-llm-prompt-enhancer": [
        [
            "PromptEnhancer"
@@ -5249,6 +5477,15 @@
            "title_aux": "ComfyUI LLM Prompt Enhancer [WIP]"
        }
    ],
+    "https://github.com/smthemex/ComfyUI_GPT_SoVITS_Lite": [
+        [
+            "GPT_SoVITS_LoadModel",
+            "GPT_SoVITS_Sampler"
+        ],
+        {
+            "title_aux": "ComfyUI_GPT_SoVITS_Lite"
+        }
+    ],
    "https://github.com/smthemex/ComfyUI_MangaNinjia": [
        [
            "MangaNinjiaLoader",
@@ -5362,6 +5599,17 @@
            "title_aux": "ComfyUI-Terminal [UNSAFE]"
        }
    ],
+    "https://github.com/sugarkwork/comfyui_image_crop": [
+        [
+            "CropReapply",
+            "CropTransparent",
+            "ExpandMultiple",
+            "RestoreCrop"
+        ],
+        {
+            "title_aux": "comfyui_image_crop"
+        }
+    ],
    "https://github.com/sugarkwork/comfyui_psd": [
        [
            "Convert PSD to Image",
@@ -5433,12 +5681,29 @@
    "https://github.com/thedivergentai/divergent_nodes": [
        [
            "CLIPTokenCounter",
-            "DolphinVisionNode"
+            "DataStoreNode",
+            "Text Line Reader",
+            "UTF8EncoderNode"
        ],
        {
            "title_aux": "Divergent Nodes [WIP]"
        }
    ],
+    "https://github.com/thisiseddy-ab/ComfyUI-Edins-Ultimate-Pack": [
+        [
+            "EUP - Custom Aspect Ratio",
+            "EUP - Iterative Latent Upscaler",
+            "EUP - Latent Merger",
+            "EUP - Latent Tiler",
+            "EUP - Pixel TiledKSample Upscaler Provider",
+            "EUP - Pixel TiledKSample Upscaler Provider Pipe",
+            "EUP - Tiled KSampler",
+            "EUP - Tiled KSampler Advanced"
+        ],
+        {
+            "title_aux": "ComfyUI-Edins-Ultimate-Pack"
+        }
+    ],
    "https://github.com/threadedblue/MLXnodes": [
        [
            "MLXImg2Img",
@@ -5544,14 +5809,6 @@
            "title_aux": "ComfyUI-Dist [WIP]"
        }
    ],
-    "https://github.com/vahidzxc/ComfyUI-My-Handy-Nodes": [
-        [
-            "VahCropImage"
-        ],
-        {
-            "title_aux": "ComfyUI-My-Handy-Nodes"
-        }
-    ],
    "https://github.com/var1ableX/ComfyUI_Accessories": [
        [
            "ACC_AnyCast",
@@ -5681,6 +5938,8 @@
            "AceIntegerX",
            "CheckpointLoaderBNB_X",
            "CheckpointLoaderNF4_X",
+            "ColorTransferNodeX",
+            "DeepSeekX",
            "DepthDisplaceX",
            "EmptyLatentX",
            "IfConditionX",
@@ -5690,8 +5949,12 @@
            "LoopCloseX",
            "LoopOpenX",
            "LoraBatchSamplerX",
+            "PixtralVisionX",
+            "PixtralX",
+            "RegionTesterNodeX",
            "RelightX",
            "RemoveBackgroundX",
+            "SaveImageX",
            "SelectiveDepthLoraBlocksX",
            "UnetLoaderBNB_X",
            "WhiteBalanceX"
@@ -5702,21 +5965,26 @@
    ],
    "https://github.com/yanhuifair/ComfyUI-FairLab": [
        [
+            "AppendTagsNode",
+            "BlacklistTagsNode",
            "CLIPTranslatedNode",
            "DownloadImageNode",
            "FillAlphaNode",
            "FixUTF8StringNode",
+            "FloatNode",
            "ImageResizeNode",
            "ImageToVideoNode",
+            "IntNode",
            "LoadImageFromDirectoryNode",
            "LoadImageFromURLNode",
+            "PrependTagsNode",
            "PrintAnyNode",
            "PrintImageNode",
            "SaveImageToDirectoryNode",
            "SaveStringToDirectoryNode",
            "SequenceStringListNode",
            "StringCombineNode",
-            "StringFieldNode",
+            "StringNode",
            "TranslateStringNode",
            "VideoToImageNode"
        ],
--- a/node_db/dev/github-stats.json
+++ b/node_db/dev/github-stats.json
--- a/node_db/legacy/custom-node-list.json
+++ b/node_db/legacy/custom-node-list.json
@@ -11,6 +11,57 @@
        


+        {
+            "author": "Makki_Shizu",
+            "title": "ComfyUI-SaveAnimatedGIF [DEPRECATED]",
+            "id": "SaveAnimatedGIF",
+            "reference": "https://github.com/MakkiShizu/ComfyUI-SaveAnimatedGIF",
+            "files": [
+                "https://github.com/MakkiShizu/ComfyUI-SaveAnimatedGIF"
+            ],
+            "install_type": "git-clone",
+            "description": "Save animated GIF format nodes in ComfyUI"
+        },
+        {
+            "author": "l1yongch1",
+            "title": "ComfyUI_PhiCaption [REMOVED]",
+            "reference": "https://github.com/l1yongch1/ComfyUI_PhiCaption",
+            "files": [
+                "https://github.com/l1yongch1/ComfyUI_PhiCaption"
+            ],
+            "install_type": "git-clone",
+            "description": "In addition to achieving conventional single-image, single-round reverse engineering, it can also achieve single-image multi-round and multi-image single-round reverse engineering. Moreover, the Phi model has a better understanding of prompts."
+        },
+        {
+            "author": "nova-florealis",
+            "title": "comfyui-alien [REMOVED]",
+            "reference": "https://github.com/nova-florealis/comfyui-alien",
+            "files": [
+                "https://github.com/nova-florealis/comfyui-alien"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Text to Text (LLM), Text Output, Convert to Markdown, List Display (Debug)"
+        },
+        {
+            "author": "PluMaZero",
+            "title": "ComfyUI-SpaceFlower [REMOVED]",
+            "reference": "https://github.com/PluMaZero/ComfyUI-SpaceFlower",
+            "files": [
+                "https://github.com/PluMaZero/ComfyUI-SpaceFlower"
+            ],
+            "install_type": "git-clone",
+            "description": "Nodes: SpaceFlower_Prompt, SpaceFlower_HangulPrompt, ..."
+        },
+        {
+            "author": "vahidzxc",
+            "title": "ComfyUI-My-Handy-Nodes [REMOVED]",
+            "reference": "https://github.com/vahidzxc/ComfyUI-My-Handy-Nodes",
+            "files": [
+                "https://github.com/vahidzxc/ComfyUI-My-Handy-Nodes"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES:VahCropImage"
+        },
        {
            "author": "Samulebotin",
            "title": "ComfyUI-FreeVC_wrapper [REMOVED]",
--- 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/tutorial/custom-node-list.json
+++ b/node_db/tutorial/custom-node-list.json
@@ -311,6 +311,16 @@
            ],
            "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/prestartup_script.py
+++ b/prestartup_script.py
@@ -21,22 +21,25 @@ import cm_global
 import manager_downloader
 import folder_paths

-import datetime
-if hasattr(datetime, 'datetime'):
-    from datetime import datetime
+manager_util.add_python_path_to_env()
+
+import datetime as dt
+
+if hasattr(dt, 'datetime'):
+    from datetime import datetime as dt_datetime
+    
    def current_timestamp():
-        return datetime.now().strftime('%Y-%m-%d %H:%M:%S.%f')[:-3]
+        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: '{datetime.__file__}'")
+    logging.error(f"[ComfyUI-Manager] fallback timestamp mode\n                  datetime module is invalid: '{dt.__file__}'")
+    
    def current_timestamp():
        return str(time.time()).split('.')[0]

 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']

@@ -689,14 +692,6 @@ def execute_lazy_cnr_switch(target, zip_url, from_path, to_path, no_deps, custom
        file.write('\n'.join(list(extracted)))


-def execute_migration(moves):
-    import shutil
-    for x in moves:
-        if os.path.exists(x[0]) and not os.path.exists(x[1]):
-            shutil.move(x[0], x[1])
-            print(f"[ComfyUI-Manager] MIGRATION: '{x[0]}' -> '{x[1]}'")
-
-
 script_executed = False

 def execute_startup_script():
@@ -754,9 +749,6 @@ def execute_startup_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-MIGRATION":
-                        execute_migration(script[2])
-
                    elif script[1] == "#LAZY-DELETE-NODEPACK":
                        execute_lazy_delete(script[2])

--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,7 +1,7 @@
 [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 = "3.30.7"
+version = "3.31.6"
 license = { file = "LICENSE.txt" }
 dependencies = ["GitPython", "PyGithub", "matrix-client==0.4.0", "transformers", "huggingface-hub>0.20", "typer", "rich", "typing-extensions", "toml", "uv", "chardet"]
Author	SHA1	Message	Date
Dr.Lt.Data	68aa534e1d	fixed: An issue where restore malfunctioned since channel validation patch. https://github.com/Comfy-Org/comfy-cli/issues/253	2025-03-19 01:24:20 +09:00
Dr.Lt.Data	7fd94a401b	update DB	2025-03-19 00:23:24 +09:00
kukuo6666	2b9cec50ce	Update custom-node-list.json (#1674 ) This ComfyUI custom node provides tools for processing equirectangular images. Currently supports converting equirectangular images to cubemap format.	2025-03-18 23:48:09 +09:00
Dr.Lt.Data	d1a80cf082	update DB	2025-03-18 02:44:18 +09:00
Dr.Lt.Data	fb445aa510	update DB	2025-03-18 00:59:25 +09:00
Juggernaut	4b904934ef	AttributeError fix (#1672 )	2025-03-18 00:49:37 +09:00
Jinwoo Park (Curt)	d6295a00e6	Update custom-node-list.json (#1671 ) It works the same as [human-parser-comfyui-node](https://github.com/cozymantis/human-parser-comfyui-node), but I re-implemented InPlaceABNSync in pure Python so that it doesn't need a runtime build. The pros and cons of this change: pros - The initial runtime is faster because it doesn't require a runtime build. - No runtime error and complex setups for building the C++ code. cons: - After the initial execution, it could be slower than the original InPlaceABNSync. related issue: https://github.com/cozymantis/human-parser-comfyui-node/issues/22	2025-03-18 00:35:14 +09:00
Laureηt	3b01673829	add comfyui-piq to custom-node-list.json (#1668 ) * add comfyui-piq to custom-node-list.json * Update custom-node-list.json * Update custom-node-list.json --------- Co-authored-by: Dr.Lt.Data <128333288+ltdrdata@users.noreply.github.com>	2025-03-17 00:39:37 +09:00
Dr.Lt.Data	a5e83a807f	update DB	2025-03-17 00:37:22 +09:00
ImpactFrames	ddd766ce58	added nodes corrected id to match author name (#1669 )	2025-03-17 00:35:39 +09:00
Dr.Lt.Data	a6d2fd36fb	update DB	2025-03-16 04:26:11 +09:00
CY-CHENYUE	9156d6bdba	Update custom-node-list.json (#1660 ) * Update custom-node-list.json * Update custom-node-list.json --------- Co-authored-by: Dr.Lt.Data <128333288+ltdrdata@users.noreply.github.com>	2025-03-15 21:01:36 +09:00
Robin Huang	d18a3ffeff	chore(publish): update GitHub Actions workflow for node publishing (#1661 ) - Add permissions for issue writing - Update action version to v1 for publish-node-action - Add condition to run job only for 'ltdrdata' repository owner Co-authored-by: snomiao <snomiao+comfy-pr@gmail.com>	2025-03-15 20:56:06 +09:00
Dr.Lt.Data	e933eaa2b0	fixed: Skip `comfyui-frontend-package` fixing when using an older version of ComfyUI. https://github.com/ltdrdata/ComfyUI-Manager/issues/1662	2025-03-15 20:50:30 +09:00
Dr.Lt.Data	5393653ddc	improved: restore_snapshot - better log message fixed: restore_snapshot - failing channel validation https://github.com/ltdrdata/ComfyUI-Manager/issues/1659 https://github.com/ltdrdata/ComfyUI-Manager/issues/1664	2025-03-15 20:36:50 +09:00
Dr.Lt.Data	1f3274d3f5	fixed: Removed -> str \| None typing. - Python versions below 3.10 do not support it. https://github.com/ltdrdata/ComfyUI-Manager/issues/1663	2025-03-15 20:14:08 +09:00
Dr.Lt.Data	39eaa76b8a	fixed: remove migration code completely https://github.com/ltdrdata/ComfyUI-Manager/issues/1659	2025-03-14 18:24:30 +09:00
Dr.Lt.Data	e5396713ce	fixed: gitclone_install - add mode	2025-03-14 12:59:06 +09:00
Dr.Lt.Data	79943de808	fixed: install via git url - failed to install if the git url is exists in the default channel https://github.com/ltdrdata/ComfyUI-Manager/issues/1651#issuecomment-2720408569	2025-03-14 12:53:59 +09:00
Dr.Lt.Data	e05f329602	bump version to 3.31	2025-03-14 00:59:11 +09:00
Dr.Lt.Data	eed0e8ebea	update DB	2025-03-14 00:58:55 +09:00
SirWillance	731eb4fcbe	Please verify my changes (#1643 ) * Update custom-node-list.json * Update custom-node-list.json * Update custom-node-list.json * Update custom-node-list.json I felt the need to change the Title and the Description --------- Co-authored-by: Dr.Lt.Data <128333288+ltdrdata@users.noreply.github.com>	2025-03-14 00:53:36 +09:00
Dr.Lt.Data	44a63e4b6d	update DB	2025-03-14 00:52:06 +09:00
CenFun	7651e5e48b	UI improvement (#1625 )	2025-03-14 00:51:37 +09:00
Dr.Lt.Data	2449636d32	update DB	2025-03-14 00:45:47 +09:00
Dr.Lt.Data	f9990ca8eb	fixed: make_pip_cmd - add '-s' option	2025-03-13 22:48:13 +09:00
Dr.Lt.Data	c3eed981c0	fixed: robust validation when model downloading #2	2025-03-12 21:24:31 +09:00
Dr.Lt.Data	bbb54d4a08	fixed: robust validation when model downloading	2025-03-12 21:10:02 +09:00