Merge branch 'Comfy-Org:main' into main

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Juggernaut 2026-02-06 12:31:48 +05:30 committed by GitHub
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{
"custom_nodes": [
{
"author": "cosmicbuffalo",
"title": "comfyui-mobile-frontend",
"reference": "https://github.com/cosmicbuffalo/comfyui-mobile-frontend",
"author": "danieljanata",
"title": "ComfyUI-phone_compression_ultimate [WIP]",
"reference": "https://github.com/danieljanata/ComfyUI-phone_compression_ultimate",
"files": [
"https://github.com/cosmicbuffalo/comfyui-mobile-frontend"
"https://github.com/danieljanata/ComfyUI-phone_compression_ultimate"
],
"install_type": "git-clone",
"description": "An experimental dedicated mobile-first frontend for ComfyUI."
"description": "A ComfyUI custom node that simulates realistic smartphone camera compression and processing artifacts.\nNOTE: The files in the repo are not organized."
},
{
"author": "Norsnow",
"title": "comfyui-image-ratio-preset [WIP]",
"reference": "https://github.com/Norsnow/comfyui-image-ratio-preset",
"files": [
"https://github.com/Norsnow/comfyui-image-ratio-preset"
],
"install_type": "git-clone",
"description": "A ComfyUI custom node for quickly setting image aspect ratios with presets and custom dimensions, directly generating latent tensors.\nNOTE: The files in the repo are not organized."
},
{
"author": "svyatojdismas",
"title": "ComfyUI-StDismas [WIP]",
"reference": "https://github.com/svyatojdismas/ComfyUI-StDismas",
"files": [
"https://github.com/svyatojdismas/ComfyUI-StDismas"
],
"install_type": "git-clone",
"description": "Custom nodes for ComfyUI. (Description by CC)\nNOTE: The files in the repo are not organized."
},
{
"author": "OtwakO",
"title": "ComfyUI-UsefulTools",
"reference": "https://github.com/OtwakO/ComfyUI-UsefulTools",
"files": [
"https://github.com/OtwakO/ComfyUI-UsefulTools"
],
"install_type": "git-clone",
"description": "Extract tags from your original prompts by giving it a substring or an array of substrings."
},
{
"author": "vito0131",
"title": "ComfyUI_SmartContentCrop [WIP]",
"reference": "https://github.com/vito0131/ComfyUI_SmartContentCrop",
"files": [
"https://github.com/vito0131/ComfyUI_SmartContentCrop"
],
"install_type": "git-clone",
"description": "Smart content cropping with circle processing capabilities. (Description by CC)\nNOTE: The files in the repo are not organized."
},
{
"author": "Vollond",
"title": "ComfyUI-LatentCutPlus",
"reference": "https://github.com/Vollond/ComfyUI-LatentCutPlus",
"files": [
"https://github.com/Vollond/ComfyUI-LatentCutPlus"
],
"install_type": "git-clone",
"description": "ComfyUI custom node: LatentCutPlus (slice latents with amount=-1 to end)"
},
{
"author": "gaonprime-labs",
"title": "nordy-custom-node-ComfyUI-NormalOverlapBandBlend",
"reference": "https://github.com/gaonprime-labs/nordy-custom-node-ComfyUI-NormalOverlapBandBlend",
"files": [
"https://github.com/gaonprime-labs/nordy-custom-node-ComfyUI-NormalOverlapBandBlend"
],
"install_type": "git-clone",
"description": "Normal map blending node for overlapping band effects in ComfyUI. (Description by CC)"
},
{
"author": "muriellee1x",
"title": "ComfyUI-Mysterious-node3",
"reference": "https://github.com/muriellee1x/ComfyUI-Mysterious-node3",
"files": [
"https://github.com/muriellee1x/ComfyUI-Mysterious-node3"
],
"install_type": "git-clone",
"description": "Custom node VideoTimeRemapSpeedPresets for ComfyUI. (Description by CC)"
},
{
"author": "muriellee1x",
"title": "ComfyUI-Mysterious-node2 [WIP]",
"reference": "https://github.com/muriellee1x/ComfyUI-Mysterious-node2",
"files": [
"https://github.com/muriellee1x/ComfyUI-Mysterious-node2"
],
"install_type": "git-clone",
"description": "Professional green/blue screen chroma keying nodes inspired by After Effects Keylight plugin, supporting automatic/manual key color detection and advanced spillage suppression. (Description by CC)\nNOTE: The files in the repo are not organized."
},
{
"author": "Mexes1978",
"title": "Film Photography Prompt Styler [WIP]",
"reference": "https://github.com/Mexes1978/film_prompt_styler",
"files": [
"https://github.com/Mexes1978/film_prompt_styler"
],
"install_type": "git-clone",
"description": "Photography history education tool node with 8 core categories including film stocks, lenses, lighting, genres, print styles, eras, technical processes, and photographer styles for intentional artistic choices.\nNOTE: The files in the repo are not organized."
},
{
"author": "RaeZhLiu",
"title": "comfy_ark",
"reference": "https://github.com/RaeZhLiu/comfy_ark",
"files": [
"https://github.com/RaeZhLiu/comfy_ark"
],
"install_type": "git-clone",
"description": "ComfyUI custom node for Ark functionality. (Description by CC)"
},
{
"author": "harishcmgit",
"title": "comfyui_sp [WIP]",
"reference": "https://github.com/harishcmgit/comfyui_sp",
"files": [
"https://github.com/harishcmgit/comfyui_sp"
],
"install_type": "git-clone",
"description": "ComfyUI custom node for seamless pattern generation. (Description by CC)\nNOTE: The files in the repo are not organized."
},
{
"author": "teskor-hub",
"title": "comfyui-teskors-utils [WIP]",
"reference": "https://github.com/teskor-hub/comfyui-teskors-utils",
"files": [
"https://github.com/teskor-hub/comfyui-teskors-utils"
],
"install_type": "git-clone",
"description": "DWpose smoothing and rendering node (body, face, hands)\nNOTE: The files in the repo are not organized."
},
{
"author": "Omega-L",
"title": "comfyUI-prompts",
"reference": "https://github.com/Omega-L/comfyUI-prompts",
"files": [
"https://github.com/Omega-L/comfyUI-prompts"
],
"install_type": "git-clone",
"description": "ComfyUI Frontend Vue Basic is custom node that demonstrate how to use vue as frontend framework along with primevue and vue-i18n, cooperating with ComfyUI API. Needs ComfyUI Frontend 1.25.0 or later."
},
{
"author": "vjumpkung",
"title": "comfyui-mosaic-blur [NAME CONFLICT]",
"reference": "https://github.com/vjumpkung/comfyui-mosaic-blur",
"files": [
"https://github.com/vjumpkung/comfyui-mosaic-blur"
],
"install_type": "git-clone",
"description": "ComfyUI custom node for applying mosaic blur effects. (Description by CC)"
},
{
"author": "richardctw",
"title": "ComfyUI-ImageFillBackgroundColor",
"reference": "https://github.com/richardctw/ComfyUI-ImageFillBackgroundColor",
"files": [
"https://github.com/richardctw/ComfyUI-ImageFillBackgroundColor"
],
"install_type": "git-clone",
"description": "NODES: ImageFillBackgroundColor"
},
{
"author": "zxq790909-maker",
"title": "ComfyUI-wangyi-OLED [WIP]",
"reference": "https://github.com/zxq790909-maker/ComfyUI-wangyi-OLED",
"files": [
"https://github.com/zxq790909-maker/ComfyUI-wangyi-OLED"
],
"install_type": "git-clone",
"description": "An extension that highlights the currently running node in ComfyUI with a strong neon outline and breathing effect for easier workflow navigation.\nNOTE: The files in the repo are not organized."
},
{
"author": "ncky",
"title": "ComfyUI-Qwen3-TTS [NAME CONFLICT]",
"reference": "https://github.com/ncky/ComfyUI-Qwen3-TTS",
"files": [
"https://github.com/ncky/ComfyUI-Qwen3-TTS"
],
"install_type": "git-clone",
"description": "Custom node that wraps Qwen3-TTS voice cloning for synthesizing speech in a cloned voice. (Description by CC)"
},
{
"author": "starsFriday",
"title": "ComfyUI-Qwen3-TTS [NAME CONFLICT/WIP]",
"reference": "https://github.com/starsFriday/ComfyUI-Qwen3-TTS",
"files": [
"https://github.com/starsFriday/ComfyUI-Qwen3-TTS"
],
"install_type": "git-clone",
"description": "Sound-related nodes for the Qwen3-TTS project\nNOTE: The files in the repo are not organized."
},
{
"author": "RicoMeng",
"title": "CartoonGenComfyui-PromtGenerator",
"reference": "https://github.com/RicoMeng/CartoonGenComfyui-PromtGenerator",
"files": [
"https://github.com/RicoMeng/CartoonGenComfyui-PromtGenerator"
],
"install_type": "git-clone",
"description": "Istanbul 80s Prompt Generator Node for ComfyUI. (Description by CC)"
},
{
"author": "N3uR0TiCV0iD",
"title": "ComfyUI-ModelListTools",
"reference": "https://github.com/N3uR0TiCV0iD/ComfyUI-ModelListTools",
"files": [
"https://github.com/N3uR0TiCV0iD/ComfyUI-ModelListTools"
],
"install_type": "git-clone",
"description": "NODES: CLIPModelSelectionNode, CLIPVisionModelSelectionNode, CheckpointSelectionNode, DiffusionModelSelectionNode, FilteredCLIPModelsNode, ... (13 total)"
},
{
"author": "pollockjj",
"title": "ComfyUI-StabilityTest",
"reference": "https://github.com/pollockjj/ComfyUI-StabilityTest",
"files": [
"https://github.com/pollockjj/ComfyUI-StabilityTest"
],
"install_type": "git-clone",
"description": "ComfyUI stability testing node. (Description by CC)"
},
{
"author": "Tr1dae",
"title": "[WIP] ComfyUI-MobileSAM",
"reference": "https://github.com/Tr1dae/ComfyUI-MobileSAM",
"files": [
"https://github.com/Tr1dae/ComfyUI-MobileSAM"
],
"install_type": "git-clone",
"description": "A ComfyUI custom node for text-guided image segmentation using GroundingDINO and MobileSAM to segment objects in images using natural language prompts.\nNOTE: The files in the repo are not organized."
},
{
"author": "Vov1ch",
"title": "ComfyUI_GLMImage",
"reference": "https://github.com/Vov1ch/ComfyUI_GLMImage",
"files": [
"https://github.com/Vov1ch/ComfyUI_GLMImage"
],
"install_type": "git-clone",
"description": "ComfyUI nodes for GLM image generation, image-to-image translation, and flexible input handling. (Description by CC)"
},
{
"author": "DailyMok",
"title": "ComfyUI-PromptMixerNode",
"reference": "https://github.com/DailyMok/ComfyUI-PromptMixerNode",
"files": [
"https://github.com/DailyMok/ComfyUI-PromptMixerNode"
],
"install_type": "git-clone",
"description": "ComfyUI custom node for prompt mixing with PromptMixerDaily node. (Description by CC)"
},
{
"author": "shin131002",
"title": "[WIP] ComfyUI-Prompt-Preset-Selector",
"reference": "https://github.com/shin131002/ComfyUI-Prompt-Preset-Selector",
"files": [
"https://github.com/shin131002/ComfyUI-Prompt-Preset-Selector"
],
"install_type": "git-clone",
"description": "Flexible preset selector with YAML support, advanced keyword filtering, and hierarchical key search\nNOTE: The files in the repo are not organized."
},
{
"author": "fogyisland",
"title": "Comfy_Show_StringText [WIP]",
"reference": "https://github.com/fogyisland/Comfy_Show_StringText",
"files": [
"https://github.com/fogyisland/Comfy_Show_StringText"
],
"install_type": "git-clone",
"description": "ComfyUI node for text display that implements string data output. (Description by CC)\nNOTE: The files in the repo are not organized."
},
{
"author": "Leecoahs",
"title": "ComfyUI_LeeNodes",
"reference": "https://github.com/Leecoahs/ComfyUI_LeeNodes",
"files": [
"https://github.com/Leecoahs/ComfyUI_LeeNodes"
],
"install_type": "git-clone",
"description": "ComfyUI nodes for image processing including grayscale combining, overlaying, texture inpainting. (Description by CC)"
},
{
"author": "tdrminglin",
@ -1061,16 +1334,6 @@
"install_type": "git-clone",
"description": "A custom node implementing the Manifold Alignment Protocol (MAP) within ComfyUI, transforming diffusion sampling into a measurable and visualizable geometric process. (Description by CC)\nNOTE: The files in the repo are not organized."
},
{
"author": "Nynxz",
"title": "ComfyUI_DiffsynthPause",
"reference": "https://github.com/Nynxz/ComfyUI_DiffsynthPause",
"files": [
"https://github.com/Nynxz/ComfyUI_DiffsynthPause"
],
"install_type": "git-clone",
"description": "ComfyUI custom node for controlling Diffsynth checkpoint pausing behavior during image generation workflows. (Description by CC)"
},
{
"author": "binarystatic",
"title": "ComfyUI-BinarystaticMasterSeed",
@ -1985,16 +2248,6 @@
"install_type": "git-clone",
"description": "A custom node designed for ComfyUI that integrates the **Qwen3-VL-4B-Instruct-FP8** vision-language model for efficient image understanding and description. It supports flexible prompt-combination features to enhance the accuracy and diversity of image descriptions.\nNOTE: The files in the repo are not organized."
},
{
"author": "90cube",
"title": "CBCanvas Node for ComfyUI [WIP]",
"reference": "https://github.com/90cube/Comfyui-CBcanvas",
"files": [
"https://github.com/90cube/Comfyui-CBcanvas"
],
"install_type": "git-clone",
"description": "Canvas node with intelligent aspect ratio control - 13 preset aspect ratios from ultra-wide (21:9) to ultra-tall (9:21).\nNOTE: The files in the repo are not organized."
},
{
"author": "r-vage",
"title": "ComfyUI_Eclipse [UNSAFE]",
@ -2247,7 +2500,7 @@
},
{
"author": "PauldeLavallaz",
"title": "ComfyUI-concat_images_to_api_gemini [WIP]",
"title": "comfyui_morpheus_NanoBanana_Mask [WIP]",
"reference": "https://github.com/PauldeLavallaz/comfyui_morpheus_NanoBanana_Mask",
"files": [
"https://github.com/PauldeLavallaz/comfyui_morpheus_NanoBanana_Mask"
@ -2255,16 +2508,6 @@
"install_type": "git-clone",
"description": "NODES: Morpheus · Batch Images + crop image, Morpheus · NanoBanana Mask, Morpheus · Image Editing Prompt, ...\nNOTE: The files in the repo are not organized."
},
{
"author": "PauldeLavallaz",
"title": "ComfyUI-concat_images_to_api_gemini",
"reference": "https://github.com/PauldeLavallaz/ComfyUI-concat_images_to_api_gemini",
"files": [
"https://github.com/PauldeLavallaz/ComfyUI-concat_images_to_api_gemini"
],
"install_type": "git-clone",
"description": "NODES: Concat Images → Gemini (MP only), Concat Two Images (RAW passthrough), Grid Collage AR Cols, ..."
},
{
"author": "silveroxides",
"title": "ComfyUI_PromptAttention [WIP]",
@ -2415,16 +2658,6 @@
"install_type": "git-clone",
"description": "ComfyUI node that outputs WAN 2.2-ready sizes by preserving aspect ratio, capping the long side, and rounding both dimensions to multiples of 16 pixels to reduce artifacts.\nNOTE: The files in the repo are not organized."
},
{
"author": "aistudynow",
"title": "comfyui-wilddragon-nodes [WIP]",
"reference": "https://github.com/aistudynow/comfyui-wilddragon-nodes",
"files": [
"https://github.com/aistudynow/comfyui-wilddragon-nodes"
],
"install_type": "git-clone",
"description": "Image Face Crop (2025), Person Selector, Pose Face Filter, Person BBox Tracker, Face Restore & Blend, ...\nNOTE: The files in the repo are not organized."
},
{
"author": "RM2-0",
"title": "ComfyUI-Upscale",
@ -6169,16 +6402,6 @@
"install_type": "git-clone",
"description": "Ecological extension of comfyui using Rust language."
},
{
"author": "Linsoo",
"title": "ComfyUI-Linsoo-Custom-Nodes",
"reference": "https://github.com/Linsoo/ComfyUI-Linsoo-Custom-Nodes",
"files": [
"https://github.com/Linsoo/ComfyUI-Linsoo-Custom-Nodes"
],
"install_type": "git-clone",
"description": "NODES: Linsoo Save Image, Linsoo Load Image (In development.. not working), Linsoo Empty Latent Image, Linsoo Multi Inputs, Linsoo Multi Outputs"
},
{
"author": "EricRollei",
"title": "Comfy-Metadata-System [WIP]",
@ -6800,6 +7023,16 @@
"install_type": "git-clone",
"description": "NODES: Simple Image Rotate"
},
{
"author": "sugarkwork",
"title": "comfyui-trtools",
"reference": "https://github.com/sugarkwork/comfyui-trtools",
"files": [
"https://github.com/sugarkwork/comfyui-trtools"
],
"install_type": "git-clone",
"description": "TensorRT Tools for ComfyUI"
},
{
"author": "DonutsDelivery",
"title": "ComfyUI-DonutDetailer",

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@ -1,5 +1,155 @@
{
"custom_nodes": [
{
"author": "linksluckytime",
"title": "comfyui_snacknodes [REMOVED]",
"reference": "https://github.com/linksluckytime/comfyui_snacknodes",
"files": [
"https://github.com/linksluckytime/comfyui_snacknodes"
],
"install_type": "git-clone",
"description": "A comprehensive collection of ComfyUI nodes designed to reduce reliance on multiple third-party node packages."
},
{
"author": "Nynxz",
"title": "ComfyUI_DiffsynthPause [REMOVED]",
"reference": "https://github.com/Nynxz/ComfyUI_DiffsynthPause",
"files": [
"https://github.com/Nynxz/ComfyUI_DiffsynthPause"
],
"install_type": "git-clone",
"description": "ComfyUI custom node for controlling Diffsynth checkpoint pausing behavior during image generation workflows. (Description by CC)"
},
{
"author": "Angelsan720",
"title": "attention_bench [REMOVED]",
"reference": "https://github.com/Angelsan720/attention_bench",
"files": [
"https://github.com/Angelsan720/attention_bench"
],
"install_type": "git-clone",
"description": "A simple ComfyUI node example project to help beginners learn how to develop ComfyUI nodes."
},
{
"author": "balu112121",
"title": "Comfyui_Hivision_ID_photo_layout [REMOVED]",
"reference": "https://github.com/balu112121/Comfyui_Hivision_ID_photo_layout",
"files": [
"https://github.com/balu112121/Comfyui_Hivision_ID_photo_layout"
],
"install_type": "git-clone",
"description": "ComfyUI custom node for ID photo layout with support for custom paper sizes, orientation, rows/columns, spacing, margins, and grid display. (Description by CC)"
},
{
"author": "ainewsto",
"title": "Comfyui_Comfly_v2 [REMOVED]",
"reference": "https://github.com/ainewsto/Comfyui_Comfly_v2",
"files": [
"https://github.com/ainewsto/Comfyui_Comfly_v2"
],
"install_type": "git-clone",
"description": "NODES: Comfly_Mj, Comfly_mjstyle, Comfly_upload, Comfly_Mju, Comfly_Mjv, Comfly_kling_text2video, Comfly_kling_image2video, Comfly_video_extend, Comfly_lip_sync, Comfly_kling_videoPreview, Comfly Gemini API, Comfly Doubao SeedEdit, Comfly ChatGPT Api,Comfly Jimeng API, Comfly_gpt_image_1_edit, Comfly_gpt_image_1"
},
{
"author": "thoddnn",
"title": "ComfyUI MLX Nodes [REMOVED]",
"reference": "https://github.com/thoddnn/ComfyUI-MLX",
"files": [
"https://github.com/thoddnn/ComfyUI-MLX"
],
"install_type": "git-clone",
"description": "Faster workflows for ComfyUI users on Mac with Apple silicon"
},
{
"author": "90cube",
"title": "CBCanvas Node for ComfyUI [REMOVED]",
"reference": "https://github.com/90cube/Comfyui-CBcanvas",
"files": [
"https://github.com/90cube/Comfyui-CBcanvas"
],
"install_type": "git-clone",
"description": "Canvas node with intelligent aspect ratio control - 13 preset aspect ratios from ultra-wide (21:9) to ultra-tall (9:21).\nNOTE: The files in the repo are not organized."
},
{
"author": "inflamously",
"title": "comfyui-prompt-enhancer [DEPRECATED]",
"reference": "https://github.com/inflamously/comfyui-prompt-enhancer",
"files": [
"https://github.com/inflamously/comfyui-prompt-enhancer"
],
"install_type": "git-clone",
"description": "A crazy node that pragmatically just enhances a given prompt with various descriptions in the hope that the image quality just increase and prompting just gets easier."
},
{
"author": "tudal",
"title": "Hakkun-ComfyUI-nodes [REMOVED]",
"reference": "https://github.com/tudal/Hakkun-ComfyUI-nodes",
"files": [
"https://raw.githubusercontent.com/tudal/Hakkun-ComfyUI-nodes/main/hakkun_nodes.py"
],
"install_type": "copy",
"description": "Mainly its prompt generating by custom syntax. Prompt Parser, Prompt tags, Random Line, Calculate Upscale, Image size to string, Type Converter, Image Resize To Height/Width, Load Random Image, Load Text"
},
{
"author": "huyl3-cpu",
"title": "comfyui_segment_anything_a100 [REMOVED]",
"reference": "https://github.com/huyl3-cpu/comfyui_segment_anything_a100",
"files": [
"https://github.com/huyl3-cpu/comfyui_segment_anything_a100"
],
"install_type": "git-clone",
"description": "Heavily optimized A100 GPU fork of ComfyUI Segment Anything using BF16 precision, VRAM Locking, and Zero-Copy GPU processing for massive batch processing."
},
{
"author": "PauldeLavallaz",
"title": "comfyui_morpheus_model_management [REMOVED]",
"reference": "https://github.com/PauldeLavallaz/comfyui_morpheus_model_management",
"files": [
"https://github.com/PauldeLavallaz/comfyui_morpheus_model_management"
],
"install_type": "git-clone",
"description": "Nodo personalizzato per ComfyUI che consente di sfogliare una libreria locale di immagini di talent con interfaccia gallery, filtri avanzati e output multipli. (Description by CC)\nNOTE: The files in the repo are not organized."
},
{
"author": "laboratoiresonore",
"title": "ComfyUI_PerformanceLab [REMOVED]",
"reference": "https://github.com/laboratoiresonore/ComfyUI_PerformanceLab",
"files": [
"https://github.com/laboratoiresonore/ComfyUI_PerformanceLab"
],
"install_type": "git-clone",
"description": "Make any ComfyUI workflow faster, use less VRAM, or produce better quality - with AI assistance"
},
{
"author": "Linsoo",
"title": "ComfyUI-Linsoo-Custom-Nodes [REMOVED]",
"reference": "https://github.com/Linsoo/ComfyUI-Linsoo-Custom-Nodes",
"files": [
"https://github.com/Linsoo/ComfyUI-Linsoo-Custom-Nodes"
],
"install_type": "git-clone",
"description": "NODES: Linsoo Save Image, Linsoo Load Image (In development.. not working), Linsoo Empty Latent Image, Linsoo Multi Inputs, Linsoo Multi Outputs"
},
{
"author": "PauldeLavallaz",
"title": "ComfyUI-concat_images_to_api_gemini [REMOVED]",
"reference": "https://github.com/PauldeLavallaz/ComfyUI-concat_images_to_api_gemini",
"files": [
"https://github.com/PauldeLavallaz/ComfyUI-concat_images_to_api_gemini"
],
"install_type": "git-clone",
"description": "NODES: Concat Images → Gemini (MP only), Concat Two Images (RAW passthrough), Grid Collage AR Cols, ..."
},
{
"author": "aistudynow",
"title": "comfyui-wilddragon-nodes [REMOVED]",
"reference": "https://github.com/aistudynow/comfyui-wilddragon-nodes",
"files": [
"https://github.com/aistudynow/comfyui-wilddragon-nodes"
],
"install_type": "git-clone",
"description": "Image Face Crop (2025), Person Selector, Pose Face Filter, Person BBox Tracker, Face Restore & Blend, ...\nNOTE: The files in the repo are not organized."
},
{
"author": "Wladimir Palant",
"title": "image-resize-comfyui [REMOVED]",

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@ -20,7 +20,7 @@ from pathlib import Path
from typing import Set, Dict, Optional
# Scanner version for cache invalidation
SCANNER_VERSION = "2.0.12" # Add dict comprehension + export list detection
SCANNER_VERSION = "2.0.13" # Add fallback for dynamic v3 node_id
# Cache for extract_nodes and extract_nodes_enhanced results
_extract_nodes_cache: Dict[str, Set[str]] = {}
@ -936,6 +936,9 @@ def extract_v3_nodes(code_text):
node_id = extract_node_id_from_schema(node)
if node_id:
nodes.add(node_id)
else:
# Fallback: use class name when node_id is dynamic/empty
nodes.add(node.name)
return nodes