Merge branch 'master' into node-essentials-category

fix: swap essentials_category from CLIPTextEncode to PrimitiveStringMultiline
Remove CLIPTextEncode from Basics essentials category and add PrimitiveStringMultiline (String Multiline) in its place. Amp-Thread-ID: https://ampcode.com/threads/T-019c7efb-d916-7244-8c43-77b615ba0622
2026-02-20 23:40:42 -08:00 · 2026-02-20 23:16:55 -08:00
765 changed files with 54816 additions and 39420 deletions
@@ -1,8 +0,0 @@
-@echo off
-..\python_embeded\python.exe .\update.py ..\HanzoStudio\
-if exist update_new.py (
-  move /y update_new.py update.py
-  echo Running updater again since it got updated.
-  ..\python_embeded\python.exe .\update.py ..\HanzoStudio\ --skip_self_update
-)
-if "%~1"=="" pause
@@ -47,7 +47,7 @@ def pull(repo, remote_name='origin', branch='master'):
 pygit2.option(pygit2.GIT_OPT_SET_OWNER_VALIDATION, 0)
 repo_path = str(sys.argv[1])
 repo = pygit2.Repository(repo_path)
-ident = pygit2.Signature('hanzo-studio', 'studio@hanzo.ai')
+ident = pygit2.Signature('comfyui', 'comfy@ui')
 try:
    print("stashing current changes")  # noqa: T201
    repo.stash(ident)
@@ -153,8 +153,8 @@ if not os.path.exists(req_path) or not files_equal(repo_req_path, req_path):
        pass


-stable_update_script = os.path.join(repo_path, ".ci/update_windows/update_studio_stable.bat")
-stable_update_script_to = os.path.join(cur_path, "update_studio_stable.bat")
+stable_update_script = os.path.join(repo_path, ".ci/update_windows/update_comfyui_stable.bat")
+stable_update_script_to = os.path.join(cur_path, "update_comfyui_stable.bat")

 try:
    if not file_size(stable_update_script_to) > 10:
@@ -0,0 +1,8 @@
+@echo off
+..\python_embeded\python.exe .\update.py ..\ComfyUI\
+if exist update_new.py (
+  move /y update_new.py update.py
+  echo Running updater again since it got updated.
+  ..\python_embeded\python.exe .\update.py ..\ComfyUI\ --skip_self_update
+)
+if "%~1"=="" pause
@@ -0,0 +1,8 @@
+@echo off
+..\python_embeded\python.exe .\update.py ..\ComfyUI\ --stable
+if exist update_new.py (
+  move /y update_new.py update.py
+  echo Running updater again since it got updated.
+  ..\python_embeded\python.exe .\update.py ..\ComfyUI\ --skip_self_update --stable
+)
+if "%~1"=="" pause
@@ -1,8 +0,0 @@
-@echo off
-..\python_embeded\python.exe .\update.py ..\HanzoStudio\ --stable
-if exist update_new.py (
-  move /y update_new.py update.py
-  echo Running updater again since it got updated.
-  ..\python_embeded\python.exe .\update.py ..\HanzoStudio\ --skip_self_update --stable
-)
-if "%~1"=="" pause
@@ -7,19 +7,22 @@ If you have a AMD gpu:

 run_amd_gpu.bat

-If you have memory issues you can try disabling the smart memory management by running Hanzo Studio with:
+If you have memory issues you can try disabling the smart memory management by running comfyui with:

 run_amd_gpu_disable_smart_memory.bat

-IF YOU GET A RED ERROR IN THE UI MAKE SURE YOU HAVE A MODEL/CHECKPOINT IN: HanzoStudio\models\checkpoints
+IF YOU GET A RED ERROR IN THE UI MAKE SURE YOU HAVE A MODEL/CHECKPOINT IN: ComfyUI\models\checkpoints

 You can download the stable diffusion XL one from: https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/blob/main/sd_xl_base_1.0_0.9vae.safetensors


 RECOMMENDED WAY TO UPDATE:
-To update the Hanzo Studio code: update\update_studio.bat
+To update the ComfyUI code: update\update_comfyui.bat


-TO SHARE MODELS BETWEEN HANZO STUDIO AND ANOTHER UI:
-In the HanzoStudio directory you will find a file: extra_model_paths.yaml.example
+TO SHARE MODELS BETWEEN COMFYUI AND ANOTHER UI:
+In the ComfyUI directory you will find a file: extra_model_paths.yaml.example
 Rename this file to: extra_model_paths.yaml and edit it with your favorite text editor.
+
+
+
@@ -1,2 +1,2 @@
-.\python_embeded\python.exe -s HanzoStudio\main.py --windows-standalone-build
+.\python_embeded\python.exe -s ComfyUI\main.py --windows-standalone-build
 pause
@@ -1,2 +1,2 @@
-.\python_embeded\python.exe -s HanzoStudio\main.py --windows-standalone-build --disable-smart-memory
+.\python_embeded\python.exe -s ComfyUI\main.py --windows-standalone-build --disable-smart-memory
 pause
@@ -1,2 +1,2 @@
-.\python_embeded\python.exe -s HanzoStudio\main.py --windows-standalone-build --fast
+.\python_embeded\python.exe -s ComfyUI\main.py --windows-standalone-build --fast
 pause
@@ -15,20 +15,20 @@ run_cpu.bat



-IF YOU GET A RED ERROR IN THE UI MAKE SURE YOU HAVE A MODEL/CHECKPOINT IN: HanzoStudio\models\checkpoints
+IF YOU GET A RED ERROR IN THE UI MAKE SURE YOU HAVE A MODEL/CHECKPOINT IN: ComfyUI\models\checkpoints

-You can download the stable diffusion 1.5 one from: https://huggingface.co/hanzoai/stable-diffusion-v1-5-archive/blob/main/v1-5-pruned-emaonly-fp16.safetensors
+You can download the stable diffusion 1.5 one from: https://huggingface.co/Comfy-Org/stable-diffusion-v1-5-archive/blob/main/v1-5-pruned-emaonly-fp16.safetensors


 RECOMMENDED WAY TO UPDATE:
-To update the Hanzo Studio code: update\update_studio.bat
+To update the ComfyUI code: update\update_comfyui.bat



-To update Hanzo Studio with the python dependencies, note that you should ONLY run this if you have issues with python dependencies.
-update\update_studio_and_python_dependencies.bat
+To update ComfyUI with the python dependencies, note that you should ONLY run this if you have issues with python dependencies.
+update\update_comfyui_and_python_dependencies.bat


-TO SHARE MODELS BETWEEN HANZO STUDIO AND ANOTHER UI:
-In the HanzoStudio directory you will find a file: extra_model_paths.yaml.example
+TO SHARE MODELS BETWEEN COMFYUI AND ANOTHER UI:
+In the ComfyUI directory you will find a file: extra_model_paths.yaml.example
 Rename this file to: extra_model_paths.yaml and edit it with your favorite text editor.
@@ -1,3 +1,3 @@
-..\python_embeded\python.exe -s ..\HanzoStudio\main.py --windows-standalone-build --disable-api-nodes
-echo If you see this and Hanzo Studio did not start try updating your Nvidia Drivers to the latest. If you get a c10.dll error you need to install vc redist that you can find: https://aka.ms/vc14/vc_redist.x64.exe
+..\python_embeded\python.exe -s ..\ComfyUI\main.py --windows-standalone-build --disable-api-nodes
+echo If you see this and ComfyUI did not start try updating your Nvidia Drivers to the latest. If you get a c10.dll error you need to install vc redist that you can find: https://aka.ms/vc14/vc_redist.x64.exe
 pause
@@ -1,2 +1,2 @@
-.\python_embeded\python.exe -s HanzoStudio\main.py --cpu --windows-standalone-build
+.\python_embeded\python.exe -s ComfyUI\main.py --cpu --windows-standalone-build
 pause
@@ -1,3 +1,3 @@
-.\python_embeded\python.exe -s HanzoStudio\main.py --windows-standalone-build
-echo If you see this and Hanzo Studio did not start try updating your Nvidia Drivers to the latest. If you get a c10.dll error you need to install vc redist that you can find: https://aka.ms/vc14/vc_redist.x64.exe
+.\python_embeded\python.exe -s ComfyUI\main.py --windows-standalone-build
+echo If you see this and ComfyUI did not start try updating your Nvidia Drivers to the latest. If you get a c10.dll error you need to install vc redist that you can find: https://aka.ms/vc14/vc_redist.x64.exe
 pause
@@ -1,3 +1,3 @@
-.\python_embeded\python.exe -s HanzoStudio\main.py --windows-standalone-build --fast fp16_accumulation
-echo If you see this and Hanzo Studio did not start try updating your Nvidia Drivers to the latest. If you get a c10.dll error you need to install vc redist that you can find: https://aka.ms/vc14/vc_redist.x64.exe
+.\python_embeded\python.exe -s ComfyUI\main.py --windows-standalone-build --fast fp16_accumulation
+echo If you see this and ComfyUI did not start try updating your Nvidia Drivers to the latest. If you get a c10.dll error you need to install vc redist that you can find: https://aka.ms/vc14/vc_redist.x64.exe
 pause
@@ -1,7 +1,6 @@
 # yaml-language-server: $schema=https://coderabbit.ai/integrations/schema.v2.json
 language: "en-US"
 early_access: false
-tone_instructions: "Only comment on issues introduced by this PR's changes. Do not flag pre-existing problems in moved, re-indented, or reformatted code."

 reviews:
  profile: "chill"
@@ -26,7 +25,7 @@ reviews:
  enable_prompt_for_ai_agents: true

  path_filters:
-    - "!studio_api_nodes/apis/**"
+    - "!comfy_api_nodes/apis/**"
    - "!**/generated/*.pyi"
    - "!.ci/**"
    - "!script_examples/**"
@@ -36,34 +35,26 @@ reviews:
    - "!**/*.bat"

  path_instructions:
-    - path: "**"
-      instructions: |
-        IMPORTANT: Only comment on issues directly introduced by this PR's code changes.
-        Do NOT flag pre-existing issues in code that was merely moved, re-indented,
-        de-indented, or reformatted without logic changes. If code appears in the diff
-        only due to whitespace or structural reformatting (e.g., removing a `with:` block),
-        treat it as unchanged. Contributors should not feel obligated to address
-        pre-existing issues outside the scope of their contribution.
-    - path: "studio/**"
+    - path: "comfy/**"
      instructions: |
        Core ML/diffusion engine. Focus on:
        - Backward compatibility (breaking changes affect all custom nodes)
        - Memory management and GPU resource handling
        - Performance implications in hot paths
        - Thread safety for concurrent execution
-    - path: "studio_api_nodes/**"
+    - path: "comfy_api_nodes/**"
      instructions: |
        Third-party API integration nodes. Focus on:
        - No hardcoded API keys or secrets
        - Proper error handling for API failures (timeouts, rate limits, auth errors)
        - Correct Pydantic model usage
        - Security of user data passed to external APIs
-    - path: "studio_extras/**"
+    - path: "comfy_extras/**"
      instructions: |
        Community-contributed extra nodes. Focus on:
        - Consistency with node patterns (INPUT_TYPES, RETURN_TYPES, FUNCTION, CATEGORY)
        - No breaking changes to existing node interfaces
-    - path: "studio_execution/**"
+    - path: "comfy_execution/**"
      instructions: |
        Execution engine (graph execution, caching, jobs). Focus on:
        - Caching correctness
@@ -83,11 +74,7 @@ reviews:
  auto_review:
    enabled: true
    auto_incremental_review: true
-    drafts: false
-    ignore_title_keywords:
-      - "WIP"
-      - "DO NOT REVIEW"
-      - "DO NOT MERGE"
+    drafts: true

  finishing_touches:
    docstrings:
@@ -97,7 +84,7 @@ reviews:

  tools:
    ruff:
-      enabled: false
+      enabled: true
    pylint:
      enabled: false
    flake8:
@@ -1,33 +0,0 @@
-models/
-output/
-input/
-custom_nodes/*
-# ...but the pack manifest must reach the build context so the image can vendor
-# the packs reproducibly (scripts/install_custom_nodes.sh clones them at build).
-# Local clones stay excluded so the image builds them fresh from the manifest.
-!custom_nodes/hanzo-packs.txt
-user/
-temp/
-orgs/
-.git/
-.github/
-__pycache__/
-*.pyc
-*.pyo
-*.log
-*.egg-info/
-.venv/
-venv/
-.mypy_cache/
-.pytest_cache/
-.ruff_cache/
-tests/
-tests-unit/
-# scripts/ ships WHOLE: the image build runs scripts/install_custom_nodes.sh and
-# the studio pod runs scripts/library_manifest.py as the build-manifest sidecar
-# (indexes every org's output/ into library.json). Excluding it silently no-ops
-# the sidecar's `[ -f ]` guard, so nothing gets indexed — keep the tree intact.
-notebooks/
-*.swp
-.env
-.env.*
@@ -1,5 +1,5 @@
 name: Bug Report
-description: "Something is broken inside of Hanzo Studio. (Do not use this if you're just having issues and need help, or if the issue relates to a custom node)"
+description: "Something is broken inside of ComfyUI. (Do not use this if you're just having issues and need help, or if the issue relates to a custom node)"
 labels: ["Potential Bug"]
 body:
  - type: markdown
@@ -7,23 +7,23 @@ body:
      value: |
        Before submitting a **Bug Report**, please ensure the following:

-        - **1:** You are running the latest version of Hanzo Studio.
-        - **2:** You have your Hanzo Studio logs and relevant workflow on hand and will post them in this bug report.
+        - **1:** You are running the latest version of ComfyUI.
+        - **2:** You have your ComfyUI logs and relevant workflow on hand and will post them in this bug report.
        - **3:** You confirmed that the bug is not caused by a custom node. You can disable all custom nodes by passing
        `--disable-all-custom-nodes` command line argument. If you have custom node try updating them to the latest version.
-        - **4:** This is an actual bug in Hanzo Studio, not just a support question. A bug is when you can specify exact
+        - **4:** This is an actual bug in ComfyUI, not just a support question. A bug is when you can specify exact
        steps to replicate what went wrong and others will be able to repeat your steps and see the same issue happen.

        ## Very Important

-        Please make sure that you post ALL your Hanzo Studio logs in the bug report. A bug report without logs will likely be ignored.
+        Please make sure that you post ALL your ComfyUI logs in the bug report. A bug report without logs will likely be ignored.
  - type: checkboxes
    id: custom-nodes-test
    attributes:
      label: Custom Node Testing
      description: Please confirm you have tried to reproduce the issue with all custom nodes disabled.
      options:
-        - label: I have tried disabling custom nodes and the issue persists (see [how to disable custom nodes](https://docs.hanzo.ai/troubleshooting/custom-node-issues#step-1%3A-test-with-all-custom-nodes-disabled) if you need help)
+        - label: I have tried disabling custom nodes and the issue persists (see [how to disable custom nodes](https://docs.comfy.org/troubleshooting/custom-node-issues#step-1%3A-test-with-all-custom-nodes-disabled) if you need help)
          required: false
  - type: textarea
    attributes:
@@ -40,7 +40,7 @@ body:
  - type: textarea
    attributes:
      label: Steps to Reproduce
-      description: "Describe how to reproduce the issue. Please be sure to attach a workflow JSON or PNG, ideally one that doesn't require custom nodes to test. If the bug open happens when certain custom nodes are used, most likely that custom node is what has the bug rather than Hanzo Studio, in which case it should be reported to the node's author."
+      description: "Describe how to reproduce the issue. Please be sure to attach a workflow JSON or PNG, ideally one that doesn't require custom nodes to test. If the bug open happens when certain custom nodes are used, most likely that custom node is what has the bug rather than ComfyUI, in which case it should be reported to the node's author."
    validations:
      required: true
  - type: textarea
@@ -1,8 +1,11 @@
 blank_issues_enabled: true
 contact_links:
-  - name: Hanzo Studio Frontend Issues
-    url: https://github.com/hanzoai/studio/issues
-    about: Issues related to the Hanzo Studio frontend (display issues, user interaction bugs).
-  - name: Hanzo AI Discord
-    url: https://discord.gg/hanzoai
-    about: The Hanzo AI Discord is available for support and general discussion related to Hanzo Studio.
+  - name: ComfyUI Frontend Issues
+    url: https://github.com/Comfy-Org/ComfyUI_frontend/issues
+    about: Issues related to the ComfyUI frontend (display issues, user interaction bugs), please go to the frontend repo to file the issue
+  - name: ComfyUI Matrix Space
+    url: https://app.element.io/#/room/%23comfyui_space%3Amatrix.org
+    about: The ComfyUI Matrix Space is available for support and general discussion related to ComfyUI (Matrix is like Discord but open source).
+  - name: Comfy Org Discord
+    url: https://discord.gg/comfyorg
+    about: The Comfy Org Discord is available for support and general discussion related to ComfyUI.
@@ -1,5 +1,5 @@
 name: Feature Request
-description: "You have an idea for something new you would like to see added to Hanzo Studio's core."
+description: "You have an idea for something new you would like to see added to ComfyUI's core."
 labels: [ "Feature" ]
 body:
    - type: markdown
@@ -7,11 +7,11 @@ body:
        value: |
                Before submitting a **Feature Request**, please ensure the following:

-                **1:** You are running the latest version of Hanzo Studio.
+                **1:** You are running the latest version of ComfyUI.
                **2:** You have looked to make sure there is not already a feature that does what you need, and there is not already a Feature Request listed for the same idea.
-                **3:** This is something that makes sense to add to Hanzo Studio Core, and wouldn't make more sense as a custom node.
+                **3:** This is something that makes sense to add to ComfyUI Core, and wouldn't make more sense as a custom node.

-                If unsure, ask on the [Hanzo AI Discord](https://discord.gg/hanzoai) first.
+                If unsure, ask on the [ComfyUI Matrix Space](https://app.element.io/#/room/%23comfyui_space%3Amatrix.org) or the [Comfy Org Discord](https://discord.gg/comfyorg) first.
    - type: textarea
      attributes:
            label: Feature Idea
@@ -7,17 +7,17 @@ body:
        value: |
            Before submitting a **User Report** issue, please ensure the following:

-            **1:** You are running the latest version of Hanzo Studio.
+            **1:** You are running the latest version of ComfyUI.
            **2:** You have made an effort to find public answers to your question before asking here. In other words, you googled it first, and scrolled through recent help topics.

-                If unsure, ask on the [Hanzo AI Discord](https://discord.gg/hanzoai) first.
+                If unsure, ask on the [ComfyUI Matrix Space](https://app.element.io/#/room/%23comfyui_space%3Amatrix.org) or the [Comfy Org Discord](https://discord.gg/comfyorg) first.
    - type: checkboxes
      id: custom-nodes-test
      attributes:
        label: Custom Node Testing
        description: Please confirm you have tried to reproduce the issue with all custom nodes disabled.
        options:
-          - label: I have tried disabling custom nodes and the issue persists (see [how to disable custom nodes](https://docs.hanzo.ai/troubleshooting/custom-node-issues#step-1%3A-test-with-all-custom-nodes-disabled) if you need help)
+          - label: I have tried disabling custom nodes and the issue persists (see [how to disable custom nodes](https://docs.comfy.org/troubleshooting/custom-node-issues#step-1%3A-test-with-all-custom-nodes-disabled) if you need help)
            required: false
    - type: textarea
      attributes:
@@ -1,9 +0,0 @@
-<svg xmlns="http://www.w3.org/2000/svg" width="1280" height="640" viewBox="0 0 1280 640" role="img" aria-label="studio">
-<rect width="1280" height="640" fill="#0A0A0A"/>
-<svg x="96" y="215" width="210" height="210" viewBox="0 0 67 67"><path d="M22.21 67V44.6369H0V67H22.21Z" fill="#fff"/><path d="M66.7038 22.3184H22.2534L0.0878906 44.6367H44.4634L66.7038 22.3184Z" fill="#fff"/><path d="M22.21 0H0V22.3184H22.21V0Z" fill="#fff"/><path d="M66.7198 0H44.5098V22.3184H66.7198V0Z" fill="#fff"/><path d="M66.7198 67V44.6369H44.5098V67H66.7198Z" fill="#fff"/></svg>
-<text x="378" y="276" font-family="Inter,system-ui,-apple-system,sans-serif" font-size="78" font-weight="800" letter-spacing="-2" fill="#ffffff">studio</text>
-<text x="378" y="322" font-family="Inter,system-ui,sans-serif" font-size="30" fill="#ffffff" opacity=".66">Hanzo Studio — Visual AI Engine</text>
-<rect x="378" y="338" width="806" height="3" rx="1.5" fill="#ffffff" opacity=".9"/>
-<text x="378" y="390" font-family="Inter,system-ui,sans-serif" font-size="24" font-weight="600" fill="#ffffff" opacity=".5">github.com/hanzoai</text>
-<text x="1184" y="390" text-anchor="end" font-family="Inter,system-ui,sans-serif" font-size="24" font-weight="600" fill="#ffffff" opacity=".5">hanzo.ai</text>
-</svg>
@@ -4,7 +4,7 @@ on:
  pull_request_target:
    types: [opened, reopened, synchronize, ready_for_review]
    paths:
-      - 'studio_api_nodes/**'   # only run if these files changed
+      - 'comfy_api_nodes/**'   # only run if these files changed

 permissions:
  contents: read
@@ -12,7 +12,7 @@ permissions:

 jobs:
  inject:
-    runs-on: hanzo-build-linux-amd64
+    runs-on: ubuntu-latest
    steps:
      - name: Ensure template exists and append to PR body
        uses: actions/github-script@v7
@@ -6,7 +6,7 @@ on:

 jobs:
  check-line-endings:
-    runs-on: hanzo-build-linux-amd64
+    runs-on: ubuntu-latest

    steps:
      - name: Checkout code
@@ -1,14 +0,0 @@
-# Deploy is native now — see .hanzo/workflows/deploy.yml (Hanzo Git → act_runner
-# → BuildKit → ghcr.io/hanzoai/studio:<sha> → operator reconcile → hanzocd).
-# GitHub is a mirror; this workflow no longer builds or deploys the app image.
-name: CI/CD
-
-on:
-  workflow_dispatch:
-
-jobs:
-  sync-notice:
-    runs-on: ubuntu-latest
-    steps:
-      - name: Notice
-        run: echo "native pipeline is .hanzo/workflows/deploy.yml; GitHub is a mirror"
@@ -1,5 +1,5 @@
-# This is the GitHub Workflow that drives full-GPU-enabled tests of pull requests to Hanzo Studio, when the 'Run-CI-Test' label is added
-# Results are reported as checkmarks on the commits, as well as onto https://ci.hanzo.ai/
+# This is the GitHub Workflow that drives full-GPU-enabled tests of pull requests to ComfyUI, when the 'Run-CI-Test' label is added
+# Results are reported as checkmarks on the commits, as well as onto https://ci.comfy.org/
 name: Pull Request CI Workflow Runs
 on:
    pull_request_target:
@@ -34,11 +34,11 @@ jobs:
          python_version: ${{ matrix.python_version }}
          torch_version: ${{ matrix.torch_version }}
          google_credentials: ${{ secrets.GCS_SERVICE_ACCOUNT_JSON }}
-          studio_flags: ${{ matrix.flags }}
+          comfyui_flags: ${{ matrix.flags }}
          use_prior_commit: 'true'
  comment:
    if: ${{ github.event.label.name == 'Run-CI-Test' }}
-    runs-on: hanzo-build-linux-amd64
+    runs-on: ubuntu-latest
    permissions:
      pull-requests: write
    steps:
@@ -49,5 +49,5 @@ jobs:
              issue_number: context.issue.number,
              owner: context.repo.owner,
              repo: context.repo.repo,
-              body: '(Automated Bot Message) CI Tests are running, you can view the results at https://ci.hanzo.ai/?branch=${{ github.event.pull_request.number }}%2Fmerge'
+              body: '(Automated Bot Message) CI Tests are running, you can view the results at https://ci.comfy.org/?branch=${{ github.event.pull_request.number }}%2Fmerge'
            })
@@ -6,7 +6,7 @@ on:

 jobs:
  send-webhook:
-    runs-on: hanzo-build-linux-amd64
+    runs-on: ubuntu-latest
    env:
      DESKTOP_REPO_DISPATCH_TOKEN: ${{ secrets.DESKTOP_REPO_DISPATCH_TOKEN }}
    steps:
@@ -126,7 +126,7 @@ jobs:
            --arg release_tag "$RELEASE_TAG" \
            --arg release_url "$RELEASE_URL" \
            '{
-              event_type: "studio_release_published",
+              event_type: "comfyui_release_published",
              client_payload: {
                release_tag: $release_tag,
                release_url: $release_url
@@ -138,7 +138,7 @@ jobs:
            -H "Accept: application/vnd.github+json" \
            -H "Content-Type: application/json" \
            -H "Authorization: Bearer ${DISPATCH_TOKEN}" \
-            https://api.github.com/repos/hanzoai/studio-desktop/dispatches \
+            https://api.github.com/repos/Comfy-Org/desktop/dispatches \
            -d "$PAYLOAD"

-          echo "✅ Dispatched Hanzo Studio release ${RELEASE_TAG} to hanzoai/studio-desktop"
+          echo "✅ Dispatched ComfyUI release ${RELEASE_TAG} to Comfy-Org/desktop"
@@ -5,7 +5,7 @@ on: [push, pull_request]
 jobs:
  ruff:
    name: Run Ruff
-    runs-on: hanzo-build-linux-amd64
+    runs-on: ubuntu-latest

    steps:
    - name: Checkout repository
@@ -16,18 +16,15 @@ jobs:
      with:
        python-version: 3.x

-    - name: Install uv
-      run: curl -LsSf https://astral.sh/uv/install.sh | sh
-
    - name: Install Ruff
-      run: uv pip install --system ruff
+      run: pip install ruff

    - name: Run Ruff
      run: ruff check .

  pylint:
    name: Run Pylint
-    runs-on: hanzo-build-linux-amd64
+    runs-on: ubuntu-latest

    steps:
    - name: Checkout repository
@@ -38,16 +35,14 @@ jobs:
      with:
        python-version: '3.12'

-    - name: Install uv
-      run: curl -LsSf https://astral.sh/uv/install.sh | sh
-
    - name: Install requirements
      run: |
-        uv pip install --system torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cpu
-        uv pip install --system -r requirements.txt
+        python -m pip install --upgrade pip
+        pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cpu
+        pip install -r requirements.txt

    - name: Install Pylint
-      run: uv pip install --system pylint
+      run: pip install pylint

    - name: Run Pylint
-      run: pylint studio_api_nodes
+      run: pylint comfy_api_nodes
@@ -76,7 +76,7 @@ on:
        default: true

 jobs:
-  package_studio_windows:
+  package_comfy_windows:
    permissions:
      contents: "write"
      packages: "write"
@@ -93,12 +93,12 @@ jobs:
        with:
          path: |
            ${{ inputs.cache_tag }}_python_deps.tar
-            update_studio_and_python_dependencies.bat
+            update_comfyui_and_python_dependencies.bat
          key: ${{ runner.os }}-build-${{ inputs.cache_tag }}-${{ inputs.python_minor }}
      - shell: bash
        run: |
          mv ${{ inputs.cache_tag }}_python_deps.tar ../
-          mv update_studio_and_python_dependencies.bat ../
+          mv update_comfyui_and_python_dependencies.bat ../
          cd ..
          tar xf ${{ inputs.cache_tag }}_python_deps.tar
          pwd
@@ -107,7 +107,7 @@ jobs:
      - shell: bash
        run: |
          cd ..
-          cp -r HanzoStudio HanzoStudio_copy
+          cp -r ComfyUI ComfyUI_copy
          curl https://www.python.org/ftp/python/3.${{ inputs.python_minor }}.${{ inputs.python_patch }}/python-3.${{ inputs.python_minor }}.${{ inputs.python_patch }}-embed-amd64.zip -o python_embeded.zip
          unzip python_embeded.zip -d python_embeded
          cd python_embeded
@@ -117,11 +117,11 @@ jobs:
          ./python.exe get-pip.py
          ./python.exe -s -m pip install ../${{ inputs.cache_tag }}_python_deps/*

-          grep -E "comfyui-frontend-package|comfyui-workflow-templates|comfyui-embedded-docs|comfy-kitchen|comfy-aimdo" ../HanzoStudio/requirements.txt > ./requirements_studio.txt
-          ./python.exe -s -m pip install -r requirements_studio.txt
-          rm requirements_studio.txt
+          grep comfy ../ComfyUI/requirements.txt > ./requirements_comfyui.txt
+          ./python.exe -s -m pip install -r requirements_comfyui.txt
+          rm requirements_comfyui.txt

-          sed -i '1i../HanzoStudio' ./python3${{ inputs.python_minor }}._pth
+          sed -i '1i../ComfyUI' ./python3${{ inputs.python_minor }}._pth

          if test -f ./Lib/site-packages/torch/lib/dnnl.lib; then
            rm ./Lib/site-packages/torch/lib/dnnl.lib #I don't think this is actually used and I need the space
@@ -131,40 +131,40 @@ jobs:

          cd ..

-          git clone --depth 1 https://github.com/hanzoai/taesd
-          cp taesd/*.safetensors ./HanzoStudio_copy/models/vae_approx/
+          git clone --depth 1 https://github.com/comfyanonymous/taesd
+          cp taesd/*.safetensors ./ComfyUI_copy/models/vae_approx/

-          mkdir HanzoStudio_windows_portable
-          mv python_embeded HanzoStudio_windows_portable
-          mv HanzoStudio_copy HanzoStudio_windows_portable/HanzoStudio
+          mkdir ComfyUI_windows_portable
+          mv python_embeded ComfyUI_windows_portable
+          mv ComfyUI_copy ComfyUI_windows_portable/ComfyUI

-          cd HanzoStudio_windows_portable
+          cd ComfyUI_windows_portable

          mkdir update
-          cp -r HanzoStudio/.ci/update_windows/* ./update/
-          cp -r HanzoStudio/.ci/windows_${{ inputs.rel_name }}_base_files/* ./
-          cp ../update_studio_and_python_dependencies.bat ./update/
+          cp -r ComfyUI/.ci/update_windows/* ./update/
+          cp -r ComfyUI/.ci/windows_${{ inputs.rel_name }}_base_files/* ./
+          cp ../update_comfyui_and_python_dependencies.bat ./update/

          cd ..

-          "C:\Program Files\7-Zip\7z.exe" a -t7z -m0=lzma2 -mx=9 -mfb=128 -md=768m -ms=on -mf=BCJ2 HanzoStudio_windows_portable.7z HanzoStudio_windows_portable
-          mv HanzoStudio_windows_portable.7z HanzoStudio/HanzoStudio_windows_portable_${{ inputs.rel_name }}${{ inputs.rel_extra_name }}.7z
+          "C:\Program Files\7-Zip\7z.exe" a -t7z -m0=lzma2 -mx=9 -mfb=128 -md=768m -ms=on -mf=BCJ2 ComfyUI_windows_portable.7z ComfyUI_windows_portable
+          mv ComfyUI_windows_portable.7z ComfyUI/ComfyUI_windows_portable_${{ inputs.rel_name }}${{ inputs.rel_extra_name }}.7z

      - shell: bash
        if: ${{ inputs.test_release }}
        run: |
          cd ..
-          cd HanzoStudio_windows_portable
-          python_embeded/python.exe -s HanzoStudio/main.py --quick-test-for-ci --cpu
+          cd ComfyUI_windows_portable
+          python_embeded/python.exe -s ComfyUI/main.py --quick-test-for-ci --cpu

-          python_embeded/python.exe -s ./update/update.py HanzoStudio/
+          python_embeded/python.exe -s ./update/update.py ComfyUI/

          ls

      - name: Upload binaries to release
        uses: softprops/action-gh-release@v2
        with:
-          files: HanzoStudio_windows_portable_${{ inputs.rel_name }}${{ inputs.rel_extra_name }}.7z
+          files: ComfyUI_windows_portable_${{ inputs.rel_name }}${{ inputs.rel_extra_name }}.7z
          tag_name: ${{ inputs.git_tag }}
          draft: true
          overwrite_files: true
@@ -8,7 +8,7 @@ permissions:

 jobs:
  stale:
-    runs-on: hanzo-build-linux-amd64
+    runs-on: ubuntu-latest
    steps:
      - uses: actions/stale@v9
        with:
@@ -14,7 +14,7 @@ on:
 jobs:
  build:
    name: Build Test
-    runs-on: hanzo-build-linux-amd64
+    runs-on: ubuntu-latest
    strategy:
      fail-fast: false
      matrix:
@@ -25,8 +25,7 @@ jobs:
        uses: actions/setup-python@v4
        with:
          python-version: ${{ matrix.python-version }}
-      - name: Install uv
-        run: curl -LsSf https://astral.sh/uv/install.sh | sh
      - name: Install dependencies
        run: |
-          uv pip install --system -r requirements.txt
+          python -m pip install --upgrade pip
+          pip install -r requirements.txt
@@ -1,6 +1,6 @@
-# This is the GitHub Workflow that drives automatic full-GPU-enabled tests of all new commits to the main branch of Hanzo Studio
-# Results are reported as checkmarks on the commits, as well as onto https://ci.hanzo.ai/
-name: Full Hanzo Studio CI Workflow Runs
+# This is the GitHub Workflow that drives automatic full-GPU-enabled tests of all new commits to the master branch of ComfyUI
+# Results are reported as checkmarks on the commits, as well as onto https://ci.comfy.org/
+name: Full Comfy CI Workflow Runs
 on:
  push:
    branches:
@@ -46,7 +46,7 @@ jobs:
          python_version: ${{ matrix.python_version }}
          torch_version: ${{ matrix.torch_version }}
          google_credentials: ${{ secrets.GCS_SERVICE_ACCOUNT_JSON }}
-          studio_flags: ${{ matrix.flags }}
+          comfyui_flags: ${{ matrix.flags }}

  # test-win-nightly:
  #   strategy:
@@ -69,7 +69,7 @@ jobs:
  #         python_version: ${{ matrix.python_version }}
  #         torch_version: ${{ matrix.torch_version }}
  #         google_credentials: ${{ secrets.GCS_SERVICE_ACCOUNT_JSON }}
-  #         studio_flags: ${{ matrix.flags }}
+  #         comfyui_flags: ${{ matrix.flags }}

  test-unix-nightly:
    strategy:
@@ -96,4 +96,4 @@ jobs:
          python_version: ${{ matrix.python_version }}
          torch_version: ${{ matrix.torch_version }}
          google_credentials: ${{ secrets.GCS_SERVICE_ACCOUNT_JSON }}
-          studio_flags: ${{ matrix.flags }}
+          comfyui_flags: ${{ matrix.flags }}
@@ -19,13 +19,12 @@ jobs:
      uses: actions/setup-python@v4
      with:
        python-version: '3.12'
-    - name: Install uv
-      run: curl -LsSf https://astral.sh/uv/install.sh | sh
    - name: Install requirements
      run: |
-        uv pip install --system torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cpu
-        uv pip install --system -r requirements.txt
-        uv pip install --system -r tests-unit/requirements.txt
+        python -m pip install --upgrade pip
+        pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cpu
+        pip install -r requirements.txt
+        pip install -r tests-unit/requirements.txt
    - name: Run Execution Tests
      run: |
        python -m pytest tests/execution -v --skip-timing-checks
@@ -8,29 +8,28 @@ on:

 jobs:
  test:
-    runs-on: hanzo-build-linux-amd64
+    runs-on: ubuntu-latest
    steps:
-    - name: Checkout Hanzo Studio
+    - name: Checkout ComfyUI
      uses: actions/checkout@v4
      with:
-        repository: "hanzoai/studio"
-        path: "studio"
+        repository: "Comfy-Org/ComfyUI"
+        path: "ComfyUI"
    - uses: actions/setup-python@v4
      with:
        python-version: '3.10'
-    - name: Install uv
-      run: curl -LsSf https://astral.sh/uv/install.sh | sh
    - name: Install requirements
      run: |
-        uv pip install --system torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cpu
-        uv pip install --system -r requirements.txt
-        uv pip install --system wait-for-it
-      working-directory: studio
-    - name: Start Hanzo Studio server
+        python -m pip install --upgrade pip
+        pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cpu
+        pip install -r requirements.txt
+        pip install wait-for-it
+      working-directory: ComfyUI
+    - name: Start ComfyUI server
      run: |
        python main.py --cpu 2>&1 | tee console_output.log &
-        wait-for-it --service 127.0.0.1:8188 -t 120
-      working-directory: studio
+        wait-for-it --service 127.0.0.1:8188 -t 30
+      working-directory: ComfyUI
    - name: Check for unhandled exceptions in server log
      run: |
        grep -v "Found comfy_kitchen backend triton: {'available': False, 'disabled': True, 'unavailable_reason': \"ImportError: No module named 'triton'\", 'capabilities': \[\]}" console_output.log | grep -v "Found comfy_kitchen backend triton: {'available': False, 'disabled': False, 'unavailable_reason': \"ImportError: No module named 'triton'\", 'capabilities': \[\]}" > console_output_filtered.log
@@ -39,10 +38,10 @@ jobs:
          echo "Unhandled exception/error found in server log."
          exit 1
        fi
-      working-directory: studio
+      working-directory: ComfyUI
    - uses: actions/upload-artifact@v4
      if: always()
      with:
        name: console-output
-        path: studio/console_output.log
+        path: ComfyUI/console_output.log
        retention-days: 30
@@ -1,4 +1,4 @@
-name: Generate Pydantic Stubs from api.hanzo.ai
+name: Generate Pydantic Stubs from api.comfy.org

 on:
  schedule:
@@ -7,50 +7,50 @@ on:

 jobs:
  generate-models:
-    runs-on: hanzo-build-linux-amd64
-
+    runs-on: ubuntu-latest
+    
    steps:
      - name: Checkout repository
        uses: actions/checkout@v4
-
+      
      - name: Set up Python
        uses: actions/setup-python@v4
        with:
          python-version: '3.10'
-
+      
      - name: Install dependencies
        run: |
          python -m pip install --upgrade pip
          pip install 'datamodel-code-generator[http]'
          npm install @redocly/cli
-
+      
      - name: Download OpenAPI spec
        run: |
-          curl -o openapi.yaml https://api.hanzo.ai/openapi
-
+          curl -o openapi.yaml https://api.comfy.org/openapi
+      
      - name: Filter OpenAPI spec with Redocly
        run: |
-          npx @redocly/cli bundle openapi.yaml --output filtered-openapi.yaml --config studio_api_nodes/redocly.yaml --remove-unused-components
-
+          npx @redocly/cli bundle openapi.yaml --output filtered-openapi.yaml --config comfy_api_nodes/redocly.yaml --remove-unused-components
+      
      - name: Generate API models
        run: |
-          datamodel-codegen --use-subclass-enum --input filtered-openapi.yaml --output studio_api_nodes/apis --output-model-type pydantic_v2.BaseModel
-
+          datamodel-codegen --use-subclass-enum --input filtered-openapi.yaml --output comfy_api_nodes/apis --output-model-type pydantic_v2.BaseModel
+      
      - name: Check for changes
        id: git-check
        run: |
-          git diff --exit-code studio_api_nodes/apis || echo "changes=true" >> $GITHUB_OUTPUT
-
+          git diff --exit-code comfy_api_nodes/apis || echo "changes=true" >> $GITHUB_OUTPUT
+      
      - name: Create Pull Request
        if: steps.git-check.outputs.changes == 'true'
        uses: peter-evans/create-pull-request@v5
        with:
          commit-message: 'chore: update API models from OpenAPI spec'
-          title: 'Update API models from api.hanzo.ai'
+          title: 'Update API models from api.comfy.org'
          body: |
-            This PR updates the API models based on the latest api.hanzo.ai OpenAPI specification.
-
-            Generated automatically by a Github workflow.
+            This PR updates the API models based on the latest api.comfy.org OpenAPI specification.
+            
+            Generated automatically by the a Github workflow.
          branch: update-api-stubs
          delete-branch: true
-          base: main
+          base: master
@@ -6,13 +6,13 @@ on:
  workflow_dispatch:
    inputs:
      version:
-        description: 'Hanzo Studio version (e.g., v0.7.0)'
+        description: 'ComfyUI version (e.g., v0.7.0)'
        required: true
        type: string

 jobs:
  update-ci-container:
-    runs-on: hanzo-build-linux-amd64
+    runs-on: ubuntu-latest
    # Skip pre-releases unless manually triggered
    if: github.event_name == 'workflow_dispatch' || !github.event.release.prerelease
    steps:
@@ -26,34 +26,34 @@ jobs:
          fi
          echo "version=$VERSION" >> $GITHUB_OUTPUT

-      - name: Checkout studio-ci-container
+      - name: Checkout comfyui-ci-container
        uses: actions/checkout@v4
        with:
-          repository: hanzoai/studio-ci-container
+          repository: comfy-org/comfyui-ci-container
          token: ${{ secrets.CI_CONTAINER_PAT }}

      - name: Check current version
        id: current
        run: |
-          CURRENT=$(grep -oP 'ARG STUDIO_VERSION=\K.*' Dockerfile || echo "unknown")
+          CURRENT=$(grep -oP 'ARG COMFYUI_VERSION=\K.*' Dockerfile || echo "unknown")
          echo "current_version=$CURRENT" >> $GITHUB_OUTPUT

      - name: Update Dockerfile
        run: |
          VERSION="${{ steps.version.outputs.version }}"
-          sed -i "s/^ARG STUDIO_VERSION=.*/ARG STUDIO_VERSION=${VERSION}/" Dockerfile
+          sed -i "s/^ARG COMFYUI_VERSION=.*/ARG COMFYUI_VERSION=${VERSION}/" Dockerfile

      - name: Create Pull Request
        id: create-pr
        uses: peter-evans/create-pull-request@v7
        with:
          token: ${{ secrets.CI_CONTAINER_PAT }}
-          branch: automation/studio-${{ steps.version.outputs.version }}
-          title: "chore: bump Hanzo Studio to ${{ steps.version.outputs.version }}"
+          branch: automation/comfyui-${{ steps.version.outputs.version }}
+          title: "chore: bump ComfyUI to ${{ steps.version.outputs.version }}"
          body: |
-            Updates Hanzo Studio version from `${{ steps.current.outputs.current_version }}` to `${{ steps.version.outputs.version }}`
+            Updates ComfyUI version from `${{ steps.current.outputs.current_version }}` to `${{ steps.version.outputs.version }}`

            **Triggered by:** ${{ github.event_name == 'release' && format('[Release {0}]({1})', github.event.release.tag_name, github.event.release.html_url) || 'Manual workflow dispatch' }}

          labels: automation
-          commit-message: "chore: bump Hanzo Studio to ${{ steps.version.outputs.version }}"
+          commit-message: "chore: bump ComfyUI to ${{ steps.version.outputs.version }}"
@@ -10,7 +10,7 @@ on:

 jobs:
  update-version:
-    runs-on: hanzo-build-linux-amd64
+    runs-on: ubuntu-latest
    # Don't run on fork PRs
    if: github.event.pull_request.head.repo.full_name == github.repository
    permissions:
@@ -30,9 +30,9 @@ jobs:
        run: |
          python -m pip install --upgrade pip

-      - name: Update studio_version.py
+      - name: Update comfyui_version.py
        run: |
-          # Read version from pyproject.toml and update studio_version.py
+          # Read version from pyproject.toml and update comfyui_version.py
          python -c '
          import tomllib

@@ -41,8 +41,8 @@ jobs:
              config = tomllib.load(f)
              version = config["project"]["version"]

-          # Write version to studio_version.py
-          with open("studio_version.py", "w") as f:
+          # Write version to comfyui_version.py
+          with open("comfyui_version.py", "w") as f:
              f.write("# This file is automatically generated by the build process when version is\n")
              f.write("# updated in pyproject.toml.\n")
              f.write(f"__version__ = \"{version}\"\n")
@@ -54,6 +54,6 @@ jobs:
          git config --local user.email "github-actions@github.com"
          git fetch origin ${{ github.head_ref }}
          git checkout -B ${{ github.head_ref }} origin/${{ github.head_ref }}
-          git add studio_version.py
-          git diff --quiet && git diff --staged --quiet || git commit -m "chore: Update studio_version.py to match pyproject.toml"
+          git add comfyui_version.py
+          git diff --quiet && git diff --staged --quiet || git commit -m "chore: Update comfyui_version.py to match pyproject.toml"
          git push origin HEAD:${{ github.head_ref }}
@@ -46,18 +46,18 @@ jobs:
        - shell: bash
          run: |
            echo "@echo off
-            call update_studio.bat nopause
+            call update_comfyui.bat nopause
            echo -
            echo This will try to update pytorch and all python dependencies.
            echo -
-            echo If you just want to update normally, close this and run update_studio.bat instead.
+            echo If you just want to update normally, close this and run update_comfyui.bat instead.
            echo -
            pause
-            ..\python_embeded\python.exe -s -m pip install --upgrade torch torchvision torchaudio ${{ inputs.xformers }} --extra-index-url https://download.pytorch.org/whl/cu${{ inputs.cu }} -r ../HanzoStudio/requirements.txt pygit2
-            pause" > update_studio_and_python_dependencies.bat
+            ..\python_embeded\python.exe -s -m pip install --upgrade torch torchvision torchaudio ${{ inputs.xformers }} --extra-index-url https://download.pytorch.org/whl/cu${{ inputs.cu }} -r ../ComfyUI/requirements.txt pygit2
+            pause" > update_comfyui_and_python_dependencies.bat

-            grep -v studio requirements.txt > requirements_nostudio.txt
-            python -m pip wheel --no-cache-dir torch torchvision torchaudio ${{ inputs.xformers }} ${{ inputs.extra_dependencies }} --extra-index-url https://download.pytorch.org/whl/cu${{ inputs.cu }} -r requirements_nostudio.txt pygit2 -w ./temp_wheel_dir
+            grep -v comfyui requirements.txt > requirements_nocomfyui.txt
+            python -m pip wheel --no-cache-dir torch torchvision torchaudio ${{ inputs.xformers }} ${{ inputs.extra_dependencies }} --extra-index-url https://download.pytorch.org/whl/cu${{ inputs.cu }} -r requirements_nocomfyui.txt pygit2 -w ./temp_wheel_dir
            python -m pip install --no-cache-dir ./temp_wheel_dir/*
            echo installed basic
            ls -lah temp_wheel_dir
@@ -68,5 +68,5 @@ jobs:
          with:
            path: |
              cu${{ inputs.cu }}_python_deps.tar
-              update_studio_and_python_dependencies.bat
+              update_comfyui_and_python_dependencies.bat
            key: ${{ runner.os }}-build-cu${{ inputs.cu }}-${{ inputs.python_minor }}
@@ -38,18 +38,18 @@ jobs:
        - shell: bash
          run: |
            echo "@echo off
-            call update_studio.bat nopause
+            call update_comfyui.bat nopause
            echo -
            echo This will try to update pytorch and all python dependencies.
            echo -
-            echo If you just want to update normally, close this and run update_studio.bat instead.
+            echo If you just want to update normally, close this and run update_comfyui.bat instead.
            echo -
            pause
-            ..\python_embeded\python.exe -s -m pip install --upgrade ${{ inputs.torch_dependencies }} -r ../HanzoStudio/requirements.txt pygit2
-            pause" > update_studio_and_python_dependencies.bat
+            ..\python_embeded\python.exe -s -m pip install --upgrade ${{ inputs.torch_dependencies }} -r ../ComfyUI/requirements.txt pygit2
+            pause" > update_comfyui_and_python_dependencies.bat

-            grep -v studio requirements.txt > requirements_nostudio.txt
-            python -m pip wheel --no-cache-dir ${{ inputs.torch_dependencies }} -r requirements_nostudio.txt pygit2 -w ./temp_wheel_dir
+            grep -v comfyui requirements.txt > requirements_nocomfyui.txt
+            python -m pip wheel --no-cache-dir ${{ inputs.torch_dependencies }} -r requirements_nocomfyui.txt pygit2 -w ./temp_wheel_dir
            python -m pip install --no-cache-dir ./temp_wheel_dir/*
            echo installed basic
            ls -lah temp_wheel_dir
@@ -60,5 +60,5 @@ jobs:
          with:
            path: |
              ${{ inputs.cache_tag }}_python_deps.tar
-              update_studio_and_python_dependencies.bat
+              update_comfyui_and_python_dependencies.bat
            key: ${{ runner.os }}-build-${{ inputs.cache_tag }}-${{ inputs.python_minor }}
@@ -42,45 +42,45 @@ jobs:
        - shell: bash
          run: |
            cd ..
-            cp -r HanzoStudio HanzoStudio_copy
+            cp -r ComfyUI ComfyUI_copy
            curl https://www.python.org/ftp/python/3.${{ inputs.python_minor }}.${{ inputs.python_patch }}/python-3.${{ inputs.python_minor }}.${{ inputs.python_patch }}-embed-amd64.zip -o python_embeded.zip
            unzip python_embeded.zip -d python_embeded
            cd python_embeded
            echo 'import site' >> ./python3${{ inputs.python_minor }}._pth
            curl https://bootstrap.pypa.io/get-pip.py -o get-pip.py
            ./python.exe get-pip.py
-            python -m pip wheel torch torchvision torchaudio --pre --extra-index-url https://download.pytorch.org/whl/nightly/cu${{ inputs.cu }} -r ../HanzoStudio/requirements.txt pygit2 -w ../temp_wheel_dir
+            python -m pip wheel torch torchvision torchaudio --pre --extra-index-url https://download.pytorch.org/whl/nightly/cu${{ inputs.cu }} -r ../ComfyUI/requirements.txt pygit2 -w ../temp_wheel_dir
            ls ../temp_wheel_dir
            ./python.exe -s -m pip install --pre ../temp_wheel_dir/*
-            sed -i '1i../HanzoStudio' ./python3${{ inputs.python_minor }}._pth
+            sed -i '1i../ComfyUI' ./python3${{ inputs.python_minor }}._pth

            rm ./Lib/site-packages/torch/lib/dnnl.lib #I don't think this is actually used and I need the space
            cd ..

-            git clone --depth 1 https://github.com/hanzoai/taesd
-            cp taesd/*.safetensors ./HanzoStudio_copy/models/vae_approx/
+            git clone --depth 1 https://github.com/comfyanonymous/taesd
+            cp taesd/*.safetensors ./ComfyUI_copy/models/vae_approx/

-            mkdir HanzoStudio_windows_portable_nightly_pytorch
-            mv python_embeded HanzoStudio_windows_portable_nightly_pytorch
-            mv HanzoStudio_copy HanzoStudio_windows_portable_nightly_pytorch/HanzoStudio
+            mkdir ComfyUI_windows_portable_nightly_pytorch
+            mv python_embeded ComfyUI_windows_portable_nightly_pytorch
+            mv ComfyUI_copy ComfyUI_windows_portable_nightly_pytorch/ComfyUI

-            cd HanzoStudio_windows_portable_nightly_pytorch
+            cd ComfyUI_windows_portable_nightly_pytorch

            mkdir update
-            cp -r HanzoStudio/.ci/update_windows/* ./update/
-            cp -r HanzoStudio/.ci/windows_nvidia_base_files/* ./
-            cp -r HanzoStudio/.ci/windows_nightly_base_files/* ./
+            cp -r ComfyUI/.ci/update_windows/* ./update/
+            cp -r ComfyUI/.ci/windows_nvidia_base_files/* ./
+            cp -r ComfyUI/.ci/windows_nightly_base_files/* ./

-            echo "call update_studio.bat nopause
-            ..\python_embeded\python.exe -s -m pip install --upgrade --pre torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/nightly/cu${{ inputs.cu }} -r ../HanzoStudio/requirements.txt pygit2
-            pause" > ./update/update_studio_and_python_dependencies.bat
+            echo "call update_comfyui.bat nopause
+            ..\python_embeded\python.exe -s -m pip install --upgrade --pre torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/nightly/cu${{ inputs.cu }} -r ../ComfyUI/requirements.txt pygit2
+            pause" > ./update/update_comfyui_and_python_dependencies.bat
            cd ..

-            "C:\Program Files\7-Zip\7z.exe" a -t7z -m0=lzma2 -mx=9 -mfb=128 -md=512m -ms=on -mf=BCJ2 HanzoStudio_windows_portable_nightly_pytorch.7z HanzoStudio_windows_portable_nightly_pytorch
-            mv HanzoStudio_windows_portable_nightly_pytorch.7z HanzoStudio/HanzoStudio_windows_portable_nvidia_or_cpu_nightly_pytorch.7z
+            "C:\Program Files\7-Zip\7z.exe" a -t7z -m0=lzma2 -mx=9 -mfb=128 -md=512m -ms=on -mf=BCJ2 ComfyUI_windows_portable_nightly_pytorch.7z ComfyUI_windows_portable_nightly_pytorch
+            mv ComfyUI_windows_portable_nightly_pytorch.7z ComfyUI/ComfyUI_windows_portable_nvidia_or_cpu_nightly_pytorch.7z

-            cd HanzoStudio_windows_portable_nightly_pytorch
-            python_embeded/python.exe -s HanzoStudio/main.py --quick-test-for-ci --cpu
+            cd ComfyUI_windows_portable_nightly_pytorch
+            python_embeded/python.exe -s ComfyUI/main.py --quick-test-for-ci --cpu

            ls

@@ -88,6 +88,6 @@ jobs:
          uses: svenstaro/upload-release-action@v2
          with:
                repo_token: ${{ secrets.GITHUB_TOKEN }}
-                file: HanzoStudio_windows_portable_nvidia_or_cpu_nightly_pytorch.7z
+                file: ComfyUI_windows_portable_nvidia_or_cpu_nightly_pytorch.7z
                tag: "latest"
                overwrite: true
@@ -25,7 +25,7 @@ on:
 #      - master

 jobs:
-  package_studio:
+  package_comfyui:
    permissions:
        contents: "write"
        packages: "write"
@@ -37,12 +37,12 @@ jobs:
          with:
            path: |
              cu${{ inputs.cu }}_python_deps.tar
-              update_studio_and_python_dependencies.bat
+              update_comfyui_and_python_dependencies.bat
            key: ${{ runner.os }}-build-cu${{ inputs.cu }}-${{ inputs.python_minor }}
        - shell: bash
          run: |
            mv cu${{ inputs.cu }}_python_deps.tar ../
-            mv update_studio_and_python_dependencies.bat ../
+            mv update_comfyui_and_python_dependencies.bat ../
            cd ..
            tar xf cu${{ inputs.cu }}_python_deps.tar
            pwd
@@ -55,7 +55,7 @@ jobs:
        - shell: bash
          run: |
            cd ..
-            cp -r HanzoStudio HanzoStudio_copy
+            cp -r ComfyUI ComfyUI_copy
            curl https://www.python.org/ftp/python/3.${{ inputs.python_minor }}.${{ inputs.python_patch }}/python-3.${{ inputs.python_minor }}.${{ inputs.python_patch }}-embed-amd64.zip -o python_embeded.zip
            unzip python_embeded.zip -d python_embeded
            cd python_embeded
@@ -63,36 +63,36 @@ jobs:
            curl https://bootstrap.pypa.io/get-pip.py -o get-pip.py
            ./python.exe get-pip.py
            ./python.exe -s -m pip install ../cu${{ inputs.cu }}_python_deps/*
-            sed -i '1i../HanzoStudio' ./python3${{ inputs.python_minor }}._pth
+            sed -i '1i../ComfyUI' ./python3${{ inputs.python_minor }}._pth

            rm ./Lib/site-packages/torch/lib/dnnl.lib #I don't think this is actually used and I need the space
            rm ./Lib/site-packages/torch/lib/libprotoc.lib
            rm ./Lib/site-packages/torch/lib/libprotobuf.lib
            cd ..

-            git clone --depth 1 https://github.com/hanzoai/taesd
-            cp taesd/*.safetensors ./HanzoStudio_copy/models/vae_approx/
+            git clone --depth 1 https://github.com/comfyanonymous/taesd
+            cp taesd/*.safetensors ./ComfyUI_copy/models/vae_approx/

-            mkdir HanzoStudio_windows_portable
-            mv python_embeded HanzoStudio_windows_portable
-            mv HanzoStudio_copy HanzoStudio_windows_portable/HanzoStudio
+            mkdir ComfyUI_windows_portable
+            mv python_embeded ComfyUI_windows_portable
+            mv ComfyUI_copy ComfyUI_windows_portable/ComfyUI

-            cd HanzoStudio_windows_portable
+            cd ComfyUI_windows_portable

            mkdir update
-            cp -r HanzoStudio/.ci/update_windows/* ./update/
-            cp -r HanzoStudio/.ci/windows_nvidia_base_files/* ./
-            cp ../update_studio_and_python_dependencies.bat ./update/
+            cp -r ComfyUI/.ci/update_windows/* ./update/
+            cp -r ComfyUI/.ci/windows_nvidia_base_files/* ./
+            cp ../update_comfyui_and_python_dependencies.bat ./update/

            cd ..

-            "C:\Program Files\7-Zip\7z.exe" a -t7z -m0=lzma2 -mx=9 -mfb=128 -md=768m -ms=on -mf=BCJ2 HanzoStudio_windows_portable.7z HanzoStudio_windows_portable
-            mv HanzoStudio_windows_portable.7z HanzoStudio/new_HanzoStudio_windows_portable_nvidia_cu${{ inputs.cu }}_or_cpu.7z
+            "C:\Program Files\7-Zip\7z.exe" a -t7z -m0=lzma2 -mx=9 -mfb=128 -md=768m -ms=on -mf=BCJ2 ComfyUI_windows_portable.7z ComfyUI_windows_portable
+            mv ComfyUI_windows_portable.7z ComfyUI/new_ComfyUI_windows_portable_nvidia_cu${{ inputs.cu }}_or_cpu.7z

-            cd HanzoStudio_windows_portable
-            python_embeded/python.exe -s HanzoStudio/main.py --quick-test-for-ci --cpu
+            cd ComfyUI_windows_portable
+            python_embeded/python.exe -s ComfyUI/main.py --quick-test-for-ci --cpu

-            python_embeded/python.exe -s ./update/update.py HanzoStudio/
+            python_embeded/python.exe -s ./update/update.py ComfyUI/

            ls

@@ -100,7 +100,7 @@ jobs:
          uses: svenstaro/upload-release-action@v2
          with:
                repo_token: ${{ secrets.GITHUB_TOKEN }}
-                file: new_HanzoStudio_windows_portable_nvidia_cu${{ inputs.cu }}_or_cpu.7z
+                file: new_ComfyUI_windows_portable_nvidia_cu${{ inputs.cu }}_or_cpu.7z
                tag: "latest"
                overwrite: true

@@ -1,7 +0,0 @@
-name: Workflow Sanity
-on:
-  pull_request:
-    paths: ['.github/workflows/**']
-jobs:
-  sanity:
-    uses: hanzoai/.github/.github/workflows/workflow-sanity.yml@main
@@ -5,12 +5,8 @@ __pycache__/
 !/input/example.png
 /models/
 /temp/
-# Ignore vendored pack contents but keep the directory listable so the tracked
-# files below can be re-included (a file under a fully-excluded dir cannot be).
-/custom_nodes/*
-!/custom_nodes/example_node.py.example
-# Pinned pack manifest is tracked; the pack sources it clones are not (vendored at build).
-!/custom_nodes/hanzo-packs.txt
+/custom_nodes/
+!custom_nodes/example_node.py.example
 extra_model_paths.yaml
 /.vs
 .vscode/
@@ -20,7 +16,6 @@ venv*/
 /web/extensions/*
 !/web/extensions/logging.js.example
 !/web/extensions/core/
-/web/shell/node_modules/
 /tests-ui/data/object_info.json
 /user/
 *.log
@@ -29,4 +24,3 @@ web_custom_versions/
 openapi.yaml
 filtered-openapi.yaml
 uv.lock
-/custom_nodes_quarantine/
@@ -1,24 +0,0 @@
-name: deploy
-on:
-  push:
-    branches: [main]
-jobs:
-  deploy:
-    runs-on: hanzo-linux-amd64
-    steps:
-      - uses: actions/checkout@v4
-      - name: Build + push image
-        run: |
-          SHA="${GITHUB_SHA::8}"
-          buildctl-daemonless.sh build --frontend=dockerfile.v0 \
-            --opt context="${{ github.server_url }}/${{ github.repository }}.git#${GITHUB_SHA}" \
-            --opt filename=Dockerfile --opt platform=linux/amd64 \
-            --secret id=GIT_AUTH_TOKEN,env=GIT_AUTH_TOKEN \
-            --output "type=image,name=ghcr.io/hanzoai/studio:${SHA},push=true" --progress=plain
-        env:
-          GIT_AUTH_TOKEN: ${{ secrets.GIT_CLONE_TOKEN }}
-      - name: Deploy — declare tag to operator
-        run: |
-          for app in studio; do
-            kubectl -n hanzo patch app "$app" --type=merge -p "{\"spec\":{\"image\":{\"repository\":\"ghcr.io/hanzoai/studio\",\"tag\":\"${GITHUB_SHA::8}\"}}}"
-          done
@@ -1 +0,0 @@
-LLM.md
@@ -1 +0,0 @@
-LLM.md
@@ -1,2 +1,2 @@
 # Admins
-* @hanzoai/studio
+* @comfyanonymous @kosinkadink @guill
@@ -1,12 +1,12 @@
-# Contributing to Hanzo Studio
+# Contributing to ComfyUI

-Welcome, and thank you for your interest in contributing to Hanzo Studio!
+Welcome, and thank you for your interest in contributing to ComfyUI!

 There are several ways in which you can contribute, beyond writing code. The goal of this document is to provide a high-level overview of how you can get involved.

 ## Asking Questions

-Have a question? Instead of opening an issue, please ask on [Discord](https://discord.gg/hanzoai) first. Our team and the community will help you.
+Have a question? Instead of opening an issue, please ask on [Discord](https://comfy.org/discord) or [Matrix](https://app.element.io/#/room/%23comfyui_space%3Amatrix.org) channels. Our team and the community will help you.

 ## Providing Feedback

@@ -16,24 +16,24 @@ See the `#bug-report`, `#feature-request` and `#feedback` channels on Discord.

 ## Reporting Issues

-Have you identified a reproducible problem in Hanzo Studio? Do you have a feature request? We want to hear about it! Here's how you can report your issue as effectively as possible.
+Have you identified a reproducible problem in ComfyUI? Do you have a feature request? We want to hear about it! Here's how you can report your issue as effectively as possible.


 ### Look For an Existing Issue

-Before you create a new issue, please do a search in [open issues](https://github.com/hanzoai/studio/issues) to see if the issue or feature request has already been filed.
+Before you create a new issue, please do a search in [open issues](https://github.com/comfyanonymous/ComfyUI/issues) to see if the issue or feature request has already been filed.

 If you find your issue already exists, make relevant comments and add your [reaction](https://github.com/blog/2119-add-reactions-to-pull-requests-issues-and-comments). Use a reaction in place of a "+1" comment:

-* upvote
-* downvote
+* 👍 - upvote
+* 👎 - downvote

 If you cannot find an existing issue that describes your bug or feature, create a new issue. We have an issue template in place to organize new issues.


 ### Creating Pull Requests

-* Please refer to the article on [creating pull requests](https://github.com/hanzoai/studio/wiki/How-to-Contribute-Code) and contributing to this project.
+* Please refer to the article on [creating pull requests](https://github.com/comfyanonymous/ComfyUI/wiki/How-to-Contribute-Code) and contributing to this project.


 ## Thank You
@@ -1,87 +0,0 @@
-FROM python:3.11-slim AS base
-
-RUN apt-get update && apt-get install -y --no-install-recommends \
-        git \
-        build-essential \
-        libgl1 \
-        libglib2.0-0 \
-        # WeasyPrint native stack (office-document PDF renderer, middleware/doc_render.py):
-        # pango/cairo/gdk-pixbuf + a base font. Absent → the built-in PDF fallback is used.
-        libpango-1.0-0 \
-        libpangocairo-1.0-0 \
-        libgdk-pixbuf-2.0-0 \
-        shared-mime-info \
-        fonts-liberation \
-    && rm -rf /var/lib/apt/lists/*
-
-WORKDIR /app
-
-# Install PyTorch CPU first (large layer, cached separately)
-RUN pip install --no-cache-dir \
-    torch torchvision torchaudio \
-    --index-url https://download.pytorch.org/whl/cpu
-
-# Install remaining dependencies
-COPY requirements.txt .
-RUN pip install --no-cache-dir -r requirements.txt
-
-# Apply Hanzo Studio branding to frontend package
-COPY branding/ /tmp/branding/
-RUN chmod +x /tmp/branding/apply-branding.sh && /tmp/branding/apply-branding.sh && rm -rf /tmp/branding
-
-# Copy application code
-COPY . .
-
-# Vendor the Hanzo Studio custom-node packs (segmentation, controlnet, ipadapter,
-# upscaling, video, utils) at their pinned commits and install their deps with the
-# torch/numpy/transformers stack locked. See custom_nodes/hanzo-packs.txt.
-RUN chmod +x scripts/install_custom_nodes.sh && scripts/install_custom_nodes.sh
-
-# Create directories for runtime volumes
-RUN mkdir -p models output input custom_nodes user
-
-# /app/orgs is the tenant-data PVC; /app/models is ephemeral overlay. Register
-# .models on the PVC as the default model store (main.py auto-loads this file)
-# so models survive pod restarts and downloads land durable.
-RUN printf '%s\n' \
-    'hanzo:' \
-    '  base_path: /app/orgs/.models' \
-    '  is_default: true' \
-    '  checkpoints: checkpoints' \
-    '  configs: configs' \
-    '  loras: loras' \
-    '  vae: vae' \
-    '  text_encoders: text_encoders' \
-    '  diffusion_models: diffusion_models' \
-    '  clip_vision: clip_vision' \
-    '  style_models: style_models' \
-    '  embeddings: embeddings' \
-    '  diffusers: diffusers' \
-    '  vae_approx: vae_approx' \
-    '  controlnet: controlnet' \
-    '  gligen: gligen' \
-    '  upscale_models: upscale_models' \
-    '  latent_upscale_models: latent_upscale_models' \
-    '  hypernetworks: hypernetworks' \
-    '  photomaker: photomaker' \
-    '  classifiers: classifiers' \
-    '  model_patches: model_patches' \
-    '  audio_encoders: audio_encoders' \
-    > extra_model_paths.yaml
-
-EXPOSE 8188
-
-# Default: listen on all interfaces, CPU mode
-# Environment variables:
-#   STUDIO_ENABLE_IAM_AUTH=1      - Enable IAM auth via hanzo.id
-#   STUDIO_IAM_URL=https://hanzo.id
-#   STUDIO_NO_LOCALHOST_BYPASS=1  - Require auth even for localhost
-#   STUDIO_MULTI_TENANT=1         - Per-org storage isolation
-#   STUDIO_ORG_ID=default-org     - Default org ID
-#   STUDIO_ENABLE_BILLING=1       - Commerce billing integration
-#   STUDIO_BILLING_CHECK_BALANCE=1 - Check balance before prompts
-#   STUDIO_COMMERCE_URL=http://commerce.hanzo.svc:8001
-#   STUDIO_COMMERCE_TOKEN=...     - Commerce API token
-#   STUDIO_ENABLE_METRICS=1       - /metrics endpoint for VictoriaMetrics
-#   STUDIO_RATE_LIMIT_RPM=60      - Prompts per minute per org
-CMD ["python", "main.py", "--listen", "0.0.0.0", "--port", "8188", "--cpu"]
@@ -1,326 +0,0 @@
-# Hanzo Studio
-
-## Overview
-**The most powerful and modular visual AI engine and application.**
-
-## Tech Stack
- **Language**: Python
-
-## Build & Run
-```bash
-uv sync
-uv run pytest
-```
-
-## Structure
-```
-studio/
-  CODEOWNERS
-  CONTRIBUTING.md
-  Dockerfile
-  LICENSE
-  QUANTIZATION.md
-  README.md
-  alembic.ini
-  alembic_db/
-  api_server/
-  app/
-  blueprints/
-  branding/
-  comfyui.log
-  comfyui.prev.log
-  comfyui.prev2.log
-```
-
-## Key Files
- `README.md` -- Project documentation
- `pyproject.toml` -- Python project config
- `Dockerfile` -- Container build (applies `branding/` then runs `main.py`)
- `hanzo.yml` + `.github/workflows/cicd.yml` -- canonical CI/CD (hanzoai/ci); builds `ghcr.io/hanzoai/studio`, rolls the `studio` operator Service CR at `studio.hanzo.ai`.
-
-## Custom-node packs ("hanzo packages")
-The popular ComfyUI packs are vendored as first-class hanzo packages, pinned and
-reproducible. One and only one way to add/bump them:
-
- **Manifest**: `custom_nodes/hanzo-packs.txt` — `<dir> <git_url> <commit_sha>
-  <spdx>` lines (immutable SHAs). This is the tracked source of truth; the cloned
-  pack sources are gitignored (vendored at build).
- **Deps**: `custom_nodes-requirements.txt` — hand-resolved, only what's not
-  already in `requirements.txt`. Installed with the studio torch(cu130)/NumPy 2.x/
-  Transformers 5.x stack **locked** so packs can never downgrade it.
- **Installer**: `scripts/install_custom_nodes.sh` clones each pack at its pin and
-  installs deps; the lock is derived from the live env (correct for both the CPU
-  image and the GB10 cu130 venv). `ultralytics` is installed `--no-deps` (else it
-  pulls non-headless opencv). Local (GB10): `STUDIO_PY=.venv/bin/python
-  STUDIO_PIP="uv pip install --python .venv/bin/python" scripts/install_custom_nodes.sh`.
- **Image**: `Dockerfile` runs the installer after `COPY . .`; `.dockerignore`
-  re-includes only the manifest + installer (`custom_nodes/*` / `scripts/*` form).
-  So `git push origin main` → CI builds `ghcr.io/hanzoai/studio` with the packs →
-  studio.hanzo.ai gets them on the next image build.
-
-**Compat shim — why packs work here at all.** This fork renamed ComfyUI's core
-packages (`comfy`→`studio`, `comfy_extras`→`studio_extras`, `comfy/comfy_types`→
-`studio/node_types`, and the `Comfy*`→`Studio*` API classes; see
-`scripts/rename_modules.py`). `studio_compat/` is one meta-path finder that lazily
-aliases every `comfy*` import to its `studio*` counterpart and mirrors
-`ComfyExtension`/`io.ComfyNode`→`Studio*` — so upstream packs run **unmodified**,
-no forks/renames. It is the phase-4 redirect `rename_modules.py` deferred, done
-with the 3.12 `find_spec` API. Activated by `import studio_compat` at the top of
-`main.py`. `nodes.py` also honors the upstream `comfy_entrypoint` V3 name.
-
-Restart the local worker only when idle: `scripts/studio-service-swap.sh` polls
-`/queue` and restarts on the first empty window. Bad packs are isolated by the
-loader (studio still boots); genuinely-incompatible ones go to
-`custom_nodes_quarantine/` (e.g. was-node-suite: hard `numba` dep vs NumPy 2.5).
-
-## Multi-tenant + IAM (cloud: studio.hanzo.ai)
-Standalone app; `console.hanzo.ai` link-outs land here already authenticated via
-shared Hanzo IAM (standard OIDC code flow). No embedding.
-
- **Auth** (`middleware/iam_auth_middleware.py`): local **JWKS** JWT validation
-  against `${STUDIO_IAM_URL}/v1/iam/.well-known/jwks` — signature + `exp` +
-  `iss` + `aud` (client_id `hanzo-studio`). Org from the `owner` claim
-  (`organization` fallback) → `request["iam_user"]["org_id"]`. Anonymous mode:
-  off by default locally (loopback bypass); enable in cloud with
-  `STUDIO_ENABLE_IAM_AUTH=true` (the one auth switch — this is the
-  "STUDIO_AUTH=off default" behavior). Browser flow: unauth HTML → IAM
-  `authorize` (code+PKCE) → `/callback` exchanges the code, sets an httpOnly
-  session cookie (no frontend changes). `verify_jwt(...)` is a pure, unit-tested
-  function.
- **Tenancy** (`folder_paths.py`, `app/user_manager.py`): with
-  `STUDIO_MULTI_TENANT=true`, userdata is `user/orgs/{org}/user/{user}/…` and
-  outputs are `output/orgs/{org}/…`. `get_public_user_directory(user, org)` is
-  org-rooted (fixed the bug where org userdata always resolved to `None`).
-  Execution outputs are scoped via `folder_paths.set_execution_org()`, bound by
-  the prompt worker from the queue item's `org_id`.
- **GPU federation** (`middleware/{worker_client,prompt_router,compute_config,
-  visor_client}.py`): `/v1/workers/register` (heartbeat), `/v1/workers` (list),
-  `/v1/worker/execute` (in-cluster push fast path). Worker↔coordinator trust via
-  `X-Worker-Token` (`STUDIO_WORKER_TOKEN`, KMS-sourced).
- **Per-GPU gpu-jobs queue** (`middleware/{gpu_dispatch,studio_home}.py`, `server.py`) —
-  the ONE submit path onto a GPU. A model-less coordinator's `POST /prompt` enqueues to
-  the cloud tasks engine (`POST {STUDIO_CLOUD_API_URL}/v1/tasks/namespaces/gpu-jobs/activities`,
-  user bearer → org-scoped); a BYO worker (`hanzo gpu connect`) claims + runs it.
-  **Targeting**: the Home "Run on <gpu>" chip sets `X-Target-GPU: <identity>`;
-  `dispatch_if_worker` enqueues on that machine's own lane `taskQueue="gpu:<identity>"`
-  (namespace stays `gpu-jobs`), else the shared `gpu-jobs` lane any worker drains —
-  `X-Target-GPU` rides through `_queue_prompt` so fix/compose/video/rerun all honor it.
-  **Authoritative visible queue**: `/v1/render-queue` + `/v1/nodes` read the tasks
-  engine's activity list — REAL claiming `identity`, status
-  SCHEDULED/STARTED/COMPLETED/FAILED → queued/running/done/failed, `lastHeartbeatTime`
-  liveness, per-node depth — not a local shadow; `render_jobs.json` survives only as a
-  ~2s pre-claim placeholder. **No hidden runs**: in `--worker-mode` a direct `/prompt`
-  POST is refused 403 unless it carries `X-Worker-Token` — the only accepted execution is
-  a claimed job handed in over `POST /v1/worker/execute`
-  (`worker_client.reject_untrusted_worker_submit`, one policy gate). Legacy push
-  (`prompt_router`) is OFF unless `STUDIO_LEGACY_PUSH_ROUTER=1`. Tests:
-  `middleware_test/{gpu_dispatch_test,worker_seam_test}.py`.
- **Durable render queue** (`middleware/tasks_queue.py`, `docs/federation.md`):
-  `SqlitePromptQueue` — crash-durable render queue in a single SQLite file
-  (stdlib `sqlite3`, WAL, **zero external processes**). `STUDIO_QUEUE_DB=<path>`
-  → `server.py` swaps `PromptQueue` for it (precedence **STUDIO_QUEUE_DB >
-  STUDIO_PERSIST_QUEUE > memory**; default local behavior unchanged). The
-  `PromptQueue` seam maps to a durable job state machine: `put→INSERT (pending,
-  idempotent on prompt_id)`, `get→claim next pending under BEGIN IMMEDIATE
-  (exactly-once, leased)`, `task_done→done | retry/failed`. Crash-recovery: a
-  lease + reap returns an abandoned claim to `pending` (on every get(), a
-  heartbeat thread, and on boot) so another process re-runs it — idempotent
-  (SaveImage suffixes increment). Multiple Studio processes on the same DB file
-  compete safely. Tested: `middleware_test/tasks_queue_test.py` (incl.
-  crash-recovery across instances). Future (federation.md §6): a remote queue
-  backend served by Hanzo Tasks + a Go/unified-binary (HIP-0106) migration.
- **Stacks** (`middleware/stacks_store.py`, `middleware/studio_home.py`): Procreate-
-  style gallery folders — a per-org SQLite store (`orgs/<org>/stacks.db`, WAL, every
-  mutation under `BEGIN IMMEDIATE`, the same `tasks_queue.py` pattern) that is ONLY an
-  organizational layer; assets stay the source of truth (library.json + files). Schema
-  = the spec's `stacks` + `stack_assets` join; `UNIQUE(asset_id)` ⇒ one Stack per
-  asset. Tenancy is structural (one DB file per org → cross-org 404s by construction).
-  REST (`/v1` house style): `GET/POST /v1/stacks`, `GET/PATCH/DELETE /v1/stacks/:id`
-  (`?mode=only|images`), `POST|DELETE /v1/stacks/:id/assets`, `PATCH /v1/stacks/:id/order`,
-  `POST /v1/stacks/:id/unstack`, `GET/PATCH /v1/stacks/settings`; registered via
-  injected resolvers (org/owner/workspace + the library soft-deleter) so the module
-  stays decoupled. Remove ≠ delete (returns to the gallery); Delete-Stack defaults to
-  preserving; "…and Images" maps to the library soft-delete (`status=deleted`, files
-  kept). Generation integration: `fix/compose/rerun/template` accept a `stack` id and
-  the ingest point (`_index_upload` → `stacks_store.absorb`) assigns membership when
-  outputs land (ALL outputs of a multi-output job); a per-org `auto_stack_batches`
-  setting auto-creates `"<prompt> — <date>"` Stacks. UI is the vanilla-JS home
-  (`studio_home.html`): layered cards, drag/multi-select/mobile-tap parity (no DnD ever
-  required), a11y labels + live region. Tested: `studio_home_test/test_stacks.py`
-  (routes, tenancy, one-per-asset, order persistence, delete/unstack, ingest→absorb).
- **Engine selector** (`middleware/engine_selector.py`): `/v1/engines` lists
-  execution targets for the org (`local` + registered compute_config workers) and
-  `PUT /v1/engines/default` sets a per-org default (stored on
-  `ComputeProfile.default_engine`). `prompt_router.route_prompt` routes to the
-  chosen worker; `local` = unchanged. Leased cloud machines (Visor
-  `GET /v1/machines`) are a future engine class (interface stubbed, not built).
-  Frontend picker is a TODO. Tested: `middleware_test/engine_selector_test.py`.
- **Chat Copilot** (`middleware/copilot.py` + `branding/hanzo-copilot.{js,css}`):
-  a sidebar chat that reads and MUTATES the workflow graph in natural language.
-  Backend `POST /v1/copilot/chat` proxies one OpenAI tool-calling round to a
-  chat endpoint (`STUDIO_COPILOT_URL`; default = local engine
-  `127.0.0.1:1234` if its port is open, else `api.hanzo.ai`; `STUDIO_COPILOT_MODEL`
-  default `zen`; token from `STUDIO_COPILOT_TOKEN`→`STUDIO_COMMERCE_TOKEN`→request
-  bearer). It returns `{reply, ops}`; `add_node` ops are validated against
-  `nodes.NODE_CLASS_MAPPINGS` server-side so the model can't invent node types.
-  The **frontend** applies ops against `app.graph` (LiteGraph) — op schema:
-  `add_node`(id?/pos?) · `set_widget` · `connect`(slots by name or index) ·
-  `set_prompt` · `move_node` · `delete_node` · `layout` (columnar tidy) ·
-  `queue`. Every op is guarded (unknown type/slot = skip + note, never throw).
-  Injected into the prebuilt frontend by `branding/patch_copilot.py` (copies the
-  bundle into static/, CSS `<link>` in `<head>`, deferred `<script>` before
-  `</body>`; idempotent, wired as step 9 of `apply-branding.sh`) — survives
-  frontend upgrades. `window.HanzoCopilot.applyOps` is exposed for tests. Tab
-  registered via `app.extensionManager.registerSidebarTab` (id `hanzo-copilot`).
-  Tested: `middleware_test/copilot_test.py` (op-validation + mocked tool loop) and
-  `branding/copilot_smoke.py` (headless: applier mutates a mock graph + panel
-  renders). Live end-to-end needs one server restart to register the route.
- **Identity user menu + session API** (`middleware/session.py` +
-  `branding/hanzo-identity.{js,css}`): the top-right user menu, driven entirely
-  by the IAM-validated token. Backend (thin, `/v1` house style, registered in
-  `add_routes` so it works auth-on and auth-off): `GET /v1/session` →
-  `{user,email,org,orgs[],project,projects[],console_url,iam_url,authenticated}`
-  read from `request["iam_user"]`; `POST /v1/session/org` sets the active org
-  (validated against membership → `studio_active_org` cookie); `POST
-  /v1/session/project` sets the workflow-workspace project scope; `GET|POST
-  /logout` clears the session + selection cookies and bounces to the IAM
-  end-session → `/login`. **Org switching is real, one hook**: the auth
-  middleware applies `session.resolve_org(...)` to a COPY of the validated user
-  (never the cached dict) so `iam_user["org_id"]` — the id every tenancy/output
-  path already reads — reflects the switch; membership comes from
-  `_orgs_from_claims` (`owner` + `organizations`/`orgs`/`groups`, list or CSV or
-  `{name}` dicts, home first, deduped). Frontend is a SPA-agnostic fixed pill +
-  dropdown (avatar/initials, user, org switcher, project switcher, Console
-  link → `console.hanzo.ai`, Logout); 401 → "Sign in with Hanzo" → `/login`.
-  Injected by `branding/patch_identity.py` (step 10 of `apply-branding.sh`,
-  same seam as the copilot). `window.HanzoIdentity` is exposed for tests.
-  Tested: `middleware_test/session_test.py` (resolve/orgs/routes/logout, real
-  aiohttp app) + `scratchpad/studio-iam/test_identity.py` (headless: pill,
-  dropdown, org switch re-scope, signed-out). The `/v1/session` routes need one
-  server restart to register (static + de-Comfy load without restart).
- **De-Comfy display strings** (`branding/patch_destring.py`, step 11 —
-  runs LAST): the systematic English brand-word sweep the curated phrase list in
-  `patch_frontend.py` structurally can't reach. Rule 1: whole-word `ComfyUI` →
-  `Hanzo Studio` only where it reads as a display word (preceded by
-  open-quote/space/`>`/`(`, followed by close-quote/space/sentence-punct) — that
-  boundary skips every code use in the bundle (`ComfyUIStarted`, `.ComfyUI`,
-  `=ComfyUI`, the `/^(ComfyUI-.../` regex, dotted i18n keys `.category.ComfyUI`)
-  and hyphenated product names (`ComfyUI-Manager`). Rule 2: curated bare-`Comfy`
-  **values** as exact `key:` value`` pairs so the Settings dialog **keys**
-  (`Comfy`, `Comfy-Desktop`, `Comfy.ColorPalette`) are preserved while the
-  displayed section header becomes **Studio** / **Studio Desktop** (this is the
-  "Settings must not say Comfy" fix) + `Comfy Cloud` → `Hanzo Cloud`. Scope:
-  English only — files above `LOCALE_RATIO` (0.15%) non-ASCII are skipped (all 33
-  locale bundles are ≥0.31%; English bundles ~0.02%) and each match needs a
-  pure-ASCII window, so the non-English `main-*/nodeDefs-*/commands-*` chunks are
-  left as-is (noted, out of scope). Idempotent. Verified: served English display
-  `ComfyUI` 63→0; a few example filesystem paths (`Documents/ComfyUI`) and the
-  external comfy.org service labels (`Comfy API Key`, `Comfy Node Registry`,
-  behind disabled API-nodes) are intentionally left. patch_frontend.py keeps its
-  orthogonal concern (URLs/domains + `Comfy-Org` → `Hanzo AI`).
-
-## Office documents (the non-GPU pipeline)
-Studio's creative side is ComfyUI graphs → GPU. Office documents are the **orthogonal**
-subsystem: structured content (a template's typed fields, filled by a person OR by the AI)
-→ a pure-Python renderer → a real `.pdf/.docx/.xlsx/.pptx/.md`. No graph, no model, no GPU.
-NOT bolted onto graphs; its own module, store, endpoints, and Home tab.
-
- **Renderers** (`middleware/doc_render.py`, pure — no HTTP/storage/org): one neutral IR
-  per archetype (`doc` prose blocks · `sheet` sheets · `deck` slides) and EXACTLY ONE
-  renderer per format. Adding a template = one `build(fields)->(kind,ir)`; adding a format =
-  one renderer. Deps imported lazily so the module loads stdlib-only. **PDF** prefers
-  WeasyPrint (full-CSS, monochrome print stylesheet); when its native pango/cairo stack is
-  absent (the light CI unit venv, model-less pods) a **built-in pure-Python PDF writer**
-  (base-14 Helvetica, WinAnsi/cp1252, auto-pagination, `/Info` title) produces a valid
-  `%PDF` — so every format renders with just the wheels. **DOCX/XLSX/PPTX** = python-docx /
-  openpyxl / python-pptx (real, always). Native libs in the `Dockerfile` (libpango/…).
- **Catalog + AI-fill + store + REST** (`middleware/documents.py`): ONE declarative `CATALOG`
-  of 22 common templates (Documents 15 → pdf/docx/md · Spreadsheets 4 → xlsx/pdf/docx/md ·
-  Presentations 3 → pptx/pdf/md). Each template's typed `fields` drive the form, the AI-fill
-  JSON, AND the renderer inputs (one schema, three uses). Registered from within
-  `add_studio_home_routes` with the SAME injected tenancy resolvers as `stacks_store`
-  (`org_of`/`owner_of`). Per-org store `orgs/<org>/documents/` (atomic `index.json` +
-  `<id>/doc.json`), doc.json is the source of truth, files rendered on demand at download.
-  Endpoints (`/v1` house style): `GET /v1/documents` (grouped catalog),
-  `POST /v1/documents/generate` `{templateId, description?|fields?}`,
-  `GET /v1/documents/library`, `GET|PATCH|DELETE /v1/documents/{id}`,
-  `GET /v1/documents/{id}/download?format=`.
- **AI-fill is a LAYERED ENHANCEMENT** — the structured-form path renders a valid document
-  with NO LLM, so a broken/unauthorized gateway can NEVER block creation (`422 needFields`
-  → the UI reveals the prefilled form). It reuses the SAME working token the shipped Chat
-  uses: the browser sends `window.HZ.pk` (the publishable `pk-` key `_publishable`/
-  `_hz_config_script` emit) as the bearer to `/v1/documents/generate`; the backend forwards
-  it, fail-closed, in order: (1) a **server-side gateway key** (`STUDIO_DOC_TOKEN`→
-  `STUDIO_COPILOT_TOKEN`→`STUDIO_COMMERCE_TOKEN`); (2) else the caller's own token, forwarded
-  ONLY when gateway-verifiable — a publishable `pk-` key or an asymmetric/JWKS JWT
-  (RS/ES/PS/EdDSA). A symmetric **HS256 hanzo.id session token is NEVER forwarded** (the
-  gateway rejects it: "unsupported signing method: HS256"), nor any secret `sk-`/`hk-` key.
-  Model = `STUDIO_DOC_MODEL`→`STUDIO_CHAT_MODEL`→`enso` (matches window.HZ.model).
- **UI** (`middleware/studio_home.html`, vanilla JS, monochrome/Geist): a **📄 Documents**
-  Home tab — searchable server-driven catalog + "Your documents" grid with Download
-  PDF/Word/Excel/PowerPoint. The `docdlg` dialog: describe in one line → Generate with AI
-  (sends window.HZ.pk), or fill the short typed form → Generate; edit fields before/after;
-  re-open a saved doc to edit (PATCH). The dead `doc/sheet/paper` composer KIND placeholders
-  were replaced with one "Office documents" card that opens the tab.
-
-## Create composer + gateway auth (v0.18.1 — the intuitive first Create)
-The "What should we create?" composer must PRODUCE something on the first ↑, and Chat must
-reach the gateway. Both were fixed here.
-
- **Gateway auth is ONE fail-closed seam** (`middleware/gateway_auth.py`): the canonical
-  allowlist for handing a browser-edge bearer to api.hanzo.ai. `ai_bearer(request,
-  server_env=…)` = a server key first (never in page source), else the caller's own token
-  ONLY when the gateway can verify it — a publishable `pk-` key or an asymmetric/JWKS JWT
-  (RS/ES/PS/EdDSA). A symmetric **HS256 hanzo.id session token is NEVER forwarded** (the
-  gateway rejects it → "unsupported signing method: HS256" → the old 502), nor any secret
-  `sk-`/`hk-`/`rk-` key. `copilot.py._resolve_target` now uses it
-  (`_SERVER_TOKEN_ENV=(STUDIO_COPILOT_TOKEN, STUDIO_COMMERCE_TOKEN)`), so the editor-ops
-  chat no longer 502s on the session token. The shipped **Chat sidebar** (`shell.js`) still
-  streams enso directly from the gateway with `window.HZ.pk` when present; its copilot
-  fallback now renders ONE friendly line on failure — never the raw backend error/JSON.
-  (documents.py's AI-fill has an equivalent private copy; it should adopt `gateway_auth`
-  once its concurrent review lands — the shared module is the going-forward one way.)
- **Text-to-image is the default create lane** (`studio_home.py`: `_image_graph` +
-  `dispatch_image` + `POST /v1/library/image`): the proven **Z-Image-Turbo** graph
-  (`z_image_turbo_bf16` / `qwen_3_4b` lumina2 / `ae` vae; EmptySD3LatentImage →
-  ModelSamplingAuraFlow shift 3 → KSampler res_multistep/simple 4 steps cfg 1.0 →
-  SaveImage), lifted from the shipped blueprint, dispatched through the ONE funnel like
-  video/fix. Words in → an image out; a model-less pod surfaces the real DispatchError, not
-  a silent nothing.
- **Composer routes ↑ by the selected model's modality** (`studio_home.html`): default
-  `MODEL='zen-image'` from `hz_create_model` — DECOUPLED from the chat model (`hz_model`),
-  so an image pick never breaks the assistant (and `shell.js chatModel()` ignores a
-  non-chat `hz_model`). `composerPlan()`: assistant model → hand to the ONE chat via
-  `window.HanzoChat.send` (exposed by shell.js); no photo → text-to-image; 1 photo → fix;
-  2+ → compose; video model/lane → video. `create()` ALWAYS pulses a "Preparing…"
-  live-bar state and, on failure, shows a friendly retry (prompt kept) — never a silent
-  no-op. The code model (`zen5-coder`) is hidden from the creative composer; each model has
-  a one-line description; the `</>` request-preview is gated behind Developers mode
-  (`body.hzdev`, set by the shell's Developers pill).
- **P2 friction fixes** (`studio_home.html` + `shell.css`): a first-class **Download** on
-  every tile AND in the viewer (PNG original · JPG/WebP client-side canvas convert, the
-  popover flips up near the viewport bottom); the fixed header + sticky live-bar are now
-  OPAQUE (were translucent → content scrolled under them); the **ARCHIVED** badge shows
-  ONLY for truly deleted/flagged items (active work is unbadged); on mobile the ~30 filter
-  pills collapse to one horizontally-scrollable row and the tab bar gets a scroll fade
-  affordance. The Chat empty state (shell.js) shows an assistant identity + one line + 3
-  tappable starters.
-
-## Tests
-`tests-unit/{folder_paths_test,middleware_test,app_test,prompt_server_test,studio_home_test,documents_test}` —
-run `uv run pytest tests-unit/folder_paths_test tests-unit/middleware_test
-tests-unit/app_test tests-unit/prompt_server_test tests-unit/studio_home_test
-tests-unit/documents_test -q`. The auth/tenancy work is
-covered by `middleware_test/iam_auth_test.py`,
-`middleware_test/session_test.py` and
-`folder_paths_test/org_scoping_test.py`. Office documents:
-`documents_test/test_documents.py` (catalog invariants, the full template×format render
-matrix asserted by magic numbers, AI-fill parse + fail-closed bearer allowlist, and the
-REST surface incl. per-org isolation on a real aiohttp app). Create composer + gateway
-auth: `middleware_test/gateway_auth_test.py` (the fail-closed allowlist — HS256/`sk-` refused,
-`pk-`/asymmetric forwarded, server-key precedence, session-cookie path),
-`middleware_test/copilot_test.py::test_resolve_target_never_forwards_hs256_session_token`,
-and `studio_home_test/create_image_test.py` (the Z-Image-Turbo graph shape, `dispatch_image`
-validation, and served-HTML invariants: default-model-is-image, text→image route,
-Create-always-shows-a-state, first-class Download, no ARCHIVED badge on active items, opaque
-bars, gated `</>`, collapsed mobile filters).
@@ -1,44 +0,0 @@
-Hanzo Studio
-============
-
-Forked from https://github.com/comfyanonymous/ComfyUI (GPL-3.0).
-
-Hanzo Studio is a fork of ComfyUI (https://github.com/comfyanonymous/ComfyUI),
-Copyright (c) ComfyUI contributors, licensed under the GNU General Public
-License v3.0 (GPL-3.0).
-
-Modifications Copyright (c) 2026 Hanzo AI, Inc., also released under the
-GNU General Public License v3.0 (GPL-3.0). See the LICENSE file for the full
-license text.
-
-As required by the GPL-3.0, this fork remains under the same license as the
-upstream project. The original ComfyUI copyright notices are retained.
-
-Modifications made in this fork (DEVIATIONS)
--------------------------------------------
-
- Branding: user-visible name changed from "ComfyUI" to "Hanzo Studio",
-  including the served page <title>, favicon, in-app logos, and display
-  strings. The prebuilt frontend package (comfyui-frontend-package) is patched
-  at install time by branding/apply-branding.sh; source assets live in
-  branding/. Backend Python packages are namespaced under studio_* and the
-  server reports itself as "Hanzo Studio".
-
- Hanzo Engine integration nodes (custom_nodes/hanzo_engine/): first-party
-  nodes that run AI workloads on a local Hanzo Engine OpenAI-compatible server
-  over a shared client — HanzoChat (chat/completions, streaming), HanzoImageGen
-  (images/generations), HanzoTTS (audio/speech), HanzoASR
-  (audio/transcriptions), HanzoEngineRequest (generic /v1 escape hatch),
-  HanzoVisionCaption (vision chat/completions), HanzoTextToVideo (videos),
-  HanzoImageTo3D (3d), and HanzoSaveText. Hanzo Engine is the native-Rust,
-  all-modality inference and training backend.
-
- Fashion/swimwear starter workflows (user/default/workflows/fashion/):
-  product-shot, garment-edit, and caption-dataset workflow templates for a
-  designer's day-to-day use.
-
- Deployment/integration middleware for Hanzo infrastructure (IAM auth via
-  hanzo.id, commerce/billing, metrics), wired through environment variables and
-  the Dockerfile.
-
-Third-party components retain their own upstream copyrights and licenses.
@@ -1,4 +1,4 @@
-# The Hanzo Studio guide to Quantization
+# The Comfy guide to Quantization


 ## How does quantization work?
@@ -27,7 +27,7 @@ tensor_dq ~ tensor
 Given that additional information (scaling factor) is needed to "interpret" the quantized values, we describe those as derived datatypes.


-## Quantization in Hanzo Studio
+## Quantization in Comfy

 ```
 QuantizedTensor (torch.Tensor subclass)
@@ -39,7 +39,7 @@ MixedPrecisionOps + Metadata Detection

 ### Representation

-To represent these derived datatypes, Hanzo Studio uses a subclass of torch.Tensor to implements these using the `QuantizedTensor` class found in `studio/quant_ops.py`
+To represent these derived datatypes, ComfyUI uses a subclass of torch.Tensor to implements these using the `QuantizedTensor` class found in `comfy/quant_ops.py`

 A `Layout` class defines how a specific quantization format behaves:
 - Required parameters
@@ -47,7 +47,7 @@ A `Layout` class defines how a specific quantization format behaves:
 - De-Quantize method

 ```python
-from studio.quant_ops import QuantizedLayout
+from comfy.quant_ops import QuantizedLayout

 class MyLayout(QuantizedLayout):
    @classmethod
@@ -67,7 +67,7 @@ The first is a **generic registry** that handles operations common to all quanti

 The second registry is layout-specific and allows to implement fast-paths like nn.Linear.
 ```python
-from studio.quant_ops import register_layout_op
+from comfy.quant_ops import register_layout_op

@register_layout_op(torch.ops.aten.linear.default, MyLayout)
 def my_linear(func, args, kwargs):
@@ -80,7 +80,7 @@ For any unsupported operation, QuantizedTensor will fallback to call `dequantize

 ### Mixed Precision

-The `MixedPrecisionOps` class (lines 542-648 in `studio/ops.py`) enables per-layer quantization decisions, allowing different layers in a model to use different precisions. This is activated when a model config contains a `layer_quant_config` dictionary that specifies which layers should be quantized and how.
+The `MixedPrecisionOps` class (lines 542-648 in `comfy/ops.py`) enables per-layer quantization decisions, allowing different layers in a model to use different precisions. This is activated when a model config contains a `layer_quant_config` dictionary that specifies which layers should be quantized and how.

 **Architecture:**

@@ -125,7 +125,7 @@ We define 4 possible scaling parameters that should cover most recipes in the ne
 |--------|---------------|--------------|----------------|-----------------|-------------|
 | float8_e4m3fn | float32 | float32 (scalar) | - | - | float32 (scalar) |

-You can find the defined formats in `studio/quant_ops.py` (QUANT_ALGOS).
+You can find the defined formats in `comfy/quant_ops.py` (QUANT_ALGOS).

 ### Quantization Metadata

@@ -1,74 +1,92 @@
-<p align="center"><img src=".github/hero.svg" alt="studio" width="880"></p>
-
 <div align="center">

-# Hanzo Studio
+# ComfyUI
 **The most powerful and modular visual AI engine and application.**


 [![Website][website-shield]][website-url]
 [![Dynamic JSON Badge][discord-shield]][discord-url]
 [![Twitter][twitter-shield]][twitter-url]
+[![Matrix][matrix-shield]][matrix-url]
 <br>
 [![][github-release-shield]][github-release-link]
 [![][github-release-date-shield]][github-release-link]
 [![][github-downloads-shield]][github-downloads-link]
 [![][github-downloads-latest-shield]][github-downloads-link]

-[website-shield]: https://img.shields.io/badge/HanzoAI-4285F4?style=flat
-[website-url]: https://www.hanzo.ai/
+[matrix-shield]: https://img.shields.io/badge/Matrix-000000?style=flat&logo=matrix&logoColor=white
+[matrix-url]: https://app.element.io/#/room/%23comfyui_space%3Amatrix.org
+[website-shield]: https://img.shields.io/badge/ComfyOrg-4285F4?style=flat
+[website-url]: https://www.comfy.org/
 <!-- Workaround to display total user from https://github.com/badges/shields/issues/4500#issuecomment-2060079995 -->
-[discord-shield]: https://img.shields.io/badge/dynamic/json?url=https%3A%2F%2Fdiscord.com%2Fapi%2Finvites%2Fhanzoai%3Fwith_counts%3Dtrue&query=%24.approximate_member_count&logo=discord&logoColor=white&label=Discord&color=green&suffix=%20total
-[discord-url]: https://discord.gg/hanzoai
-[twitter-shield]: https://img.shields.io/twitter/follow/hanaboroai
-[twitter-url]: https://x.com/hanzoai
+[discord-shield]: https://img.shields.io/badge/dynamic/json?url=https%3A%2F%2Fdiscord.com%2Fapi%2Finvites%2Fcomfyorg%3Fwith_counts%3Dtrue&query=%24.approximate_member_count&logo=discord&logoColor=white&label=Discord&color=green&suffix=%20total
+[discord-url]: https://www.comfy.org/discord
+[twitter-shield]: https://img.shields.io/twitter/follow/ComfyUI
+[twitter-url]: https://x.com/ComfyUI

-[github-release-shield]: https://img.shields.io/github/v/release/hanzoai/studio?style=flat&sort=semver
-[github-release-link]: https://github.com/hanzoai/studio/releases
-[github-release-date-shield]: https://img.shields.io/github/release-date/hanzoai/studio?style=flat
-[github-downloads-shield]: https://img.shields.io/github/downloads/hanzoai/studio/total?style=flat
-[github-downloads-latest-shield]: https://img.shields.io/github/downloads/hanzoai/studio/latest/total?style=flat&label=downloads%40latest
-[github-downloads-link]: https://github.com/hanzoai/studio/releases
+[github-release-shield]: https://img.shields.io/github/v/release/comfyanonymous/ComfyUI?style=flat&sort=semver
+[github-release-link]: https://github.com/comfyanonymous/ComfyUI/releases
+[github-release-date-shield]: https://img.shields.io/github/release-date/comfyanonymous/ComfyUI?style=flat
+[github-downloads-shield]: https://img.shields.io/github/downloads/comfyanonymous/ComfyUI/total?style=flat
+[github-downloads-latest-shield]: https://img.shields.io/github/downloads/comfyanonymous/ComfyUI/latest/total?style=flat&label=downloads%40latest
+[github-downloads-link]: https://github.com/comfyanonymous/ComfyUI/releases

-![Hanzo Studio Screenshot](https://github.com/user-attachments/assets/7ccaf2c1-9b72-41ae-9a89-5688c94b7abe)
+![ComfyUI Screenshot](https://github.com/user-attachments/assets/7ccaf2c1-9b72-41ae-9a89-5688c94b7abe)
 </div>

-Hanzo Studio lets you design and execute advanced stable diffusion pipelines using a graph/nodes/flowchart based interface. Available on Windows, Linux, and macOS.
-
-## Upstream & License
-
-Hanzo Studio is a fork of [**ComfyUI**](https://github.com/comfyanonymous/ComfyUI) by comfyanonymous and the ComfyUI contributors — full credit to the upstream project for the engine this builds on. ComfyUI is licensed under the **GNU General Public License v3.0 (GPL-3.0)**, and this fork stays under the same license. All modifications in this fork are likewise GPL-3.0.
-
-See [`LICENSE`](LICENSE) for the full license text and [`NOTICE`](NOTICE) for the fork's attribution and a summary of what it changes (branding, Hanzo Engine integration nodes, and fashion workflow templates).
+ComfyUI lets you design and execute advanced stable diffusion pipelines using a graph/nodes/flowchart based interface. Available on Windows, Linux, and macOS.

 ## Get Started

+#### [Desktop Application](https://www.comfy.org/download)
+- The easiest way to get started.
+- Available on Windows & macOS.
+
+#### [Windows Portable Package](#installing)
+- Get the latest commits and completely portable.
+- Available on Windows.
+
 #### [Manual Install](#manual-install-windows-linux)
 Supports all operating systems and GPU types (NVIDIA, AMD, Intel, Apple Silicon, Ascend).

-#### Docker (Recommended for servers)
-```bash
-docker pull ghcr.io/hanzoai/studio:latest
-docker run -p 8188:8188 ghcr.io/hanzoai/studio:latest --listen --cpu
-```
+## [Examples](https://comfyanonymous.github.io/ComfyUI_examples/)
+See what ComfyUI can do with the [example workflows](https://comfyanonymous.github.io/ComfyUI_examples/).

 ## Features
 - Nodes/graph/flowchart interface to experiment and create complex Stable Diffusion workflows without needing to code anything.
 - Image Models
-   - SD1.x, SD2.x, SDXL, SDXL Turbo
-   - Stable Cascade, SD3 and SD3.5
-   - Pixart Alpha and Sigma, AuraFlow, HunyuanDiT
-   - Flux, Flux 2, Lumina Image 2.0, HiDream
-   - Qwen Image, Hunyuan Image 2.1, Z Image
+   - SD1.x, SD2.x ([unCLIP](https://comfyanonymous.github.io/ComfyUI_examples/unclip/))
+   - [SDXL](https://comfyanonymous.github.io/ComfyUI_examples/sdxl/), [SDXL Turbo](https://comfyanonymous.github.io/ComfyUI_examples/sdturbo/)
+   - [Stable Cascade](https://comfyanonymous.github.io/ComfyUI_examples/stable_cascade/)
+   - [SD3 and SD3.5](https://comfyanonymous.github.io/ComfyUI_examples/sd3/)
+   - Pixart Alpha and Sigma
+   - [AuraFlow](https://comfyanonymous.github.io/ComfyUI_examples/aura_flow/)
+   - [HunyuanDiT](https://comfyanonymous.github.io/ComfyUI_examples/hunyuan_dit/)
+   - [Flux](https://comfyanonymous.github.io/ComfyUI_examples/flux/)
+   - [Lumina Image 2.0](https://comfyanonymous.github.io/ComfyUI_examples/lumina2/)
+   - [HiDream](https://comfyanonymous.github.io/ComfyUI_examples/hidream/)
+   - [Qwen Image](https://comfyanonymous.github.io/ComfyUI_examples/qwen_image/)
+   - [Hunyuan Image 2.1](https://comfyanonymous.github.io/ComfyUI_examples/hunyuan_image/)
+   - [Flux 2](https://comfyanonymous.github.io/ComfyUI_examples/flux2/)
+   - [Z Image](https://comfyanonymous.github.io/ComfyUI_examples/z_image/)
 - Image Editing Models
-   - Omnigen 2, Flux Kontext, HiDream E1.1, Qwen Image Edit
+   - [Omnigen 2](https://comfyanonymous.github.io/ComfyUI_examples/omnigen/)
+   - [Flux Kontext](https://comfyanonymous.github.io/ComfyUI_examples/flux/#flux-kontext-image-editing-model)
+   - [HiDream E1.1](https://comfyanonymous.github.io/ComfyUI_examples/hidream/#hidream-e11)
+   - [Qwen Image Edit](https://comfyanonymous.github.io/ComfyUI_examples/qwen_image/#edit-model)
 - Video Models
-   - Stable Video Diffusion, Mochi, LTX-Video
-   - Hunyuan Video, Wan 2.1, Wan 2.2, Hunyuan Video 1.5
+   - [Stable Video Diffusion](https://comfyanonymous.github.io/ComfyUI_examples/video/)
+   - [Mochi](https://comfyanonymous.github.io/ComfyUI_examples/mochi/)
+   - [LTX-Video](https://comfyanonymous.github.io/ComfyUI_examples/ltxv/)
+   - [Hunyuan Video](https://comfyanonymous.github.io/ComfyUI_examples/hunyuan_video/)
+   - [Wan 2.1](https://comfyanonymous.github.io/ComfyUI_examples/wan/)
+   - [Wan 2.2](https://comfyanonymous.github.io/ComfyUI_examples/wan22/)
+   - [Hunyuan Video 1.5](https://docs.comfy.org/tutorials/video/hunyuan/hunyuan-video-1-5)
 - Audio Models
-   - Stable Audio, ACE Step
+   - [Stable Audio](https://comfyanonymous.github.io/ComfyUI_examples/audio/)
+   - [ACE Step](https://comfyanonymous.github.io/ComfyUI_examples/audio/)
 - 3D Models
-   - Hunyuan3D 2.0
+   - [Hunyuan3D 2.0](https://docs.comfy.org/tutorials/3d/hunyuan3D-2)
 - Asynchronous Queue system
 - Many optimizations: Only re-executes the parts of the workflow that changes between executions.
 - Smart memory management: can automatically run large models on GPUs with as low as 1GB vram with smart offloading.
@@ -76,23 +94,45 @@ docker run -p 8188:8188 ghcr.io/hanzoai/studio:latest --listen --cpu
 - Can load ckpt and safetensors: All in one checkpoints or standalone diffusion models, VAEs and CLIP models.
 - Safe loading of ckpt, pt, pth, etc.. files.
 - Embeddings/Textual inversion
- Loras (regular, locon and loha)
- Hypernetworks
+- [Loras (regular, locon and loha)](https://comfyanonymous.github.io/ComfyUI_examples/lora/)
+- [Hypernetworks](https://comfyanonymous.github.io/ComfyUI_examples/hypernetworks/)
 - Loading full workflows (with seeds) from generated PNG, WebP and FLAC files.
 - Saving/Loading workflows as Json files.
- Nodes interface can be used to create complex workflows like one for Hires fix or much more advanced ones.
- Area Composition
- Inpainting with both regular and inpainting models.
- ControlNet and T2I-Adapter
- Upscale Models (ESRGAN, ESRGAN variants, SwinIR, Swin2SR, etc...)
- GLIGEN
- Model Merging
- LCM models and Loras
- Latent previews with TAESD
+- Nodes interface can be used to create complex workflows like one for [Hires fix](https://comfyanonymous.github.io/ComfyUI_examples/2_pass_txt2img/) or much more advanced ones.
+- [Area Composition](https://comfyanonymous.github.io/ComfyUI_examples/area_composition/)
+- [Inpainting](https://comfyanonymous.github.io/ComfyUI_examples/inpaint/) with both regular and inpainting models.
+- [ControlNet and T2I-Adapter](https://comfyanonymous.github.io/ComfyUI_examples/controlnet/)
+- [Upscale Models (ESRGAN, ESRGAN variants, SwinIR, Swin2SR, etc...)](https://comfyanonymous.github.io/ComfyUI_examples/upscale_models/)
+- [GLIGEN](https://comfyanonymous.github.io/ComfyUI_examples/gligen/)
+- [Model Merging](https://comfyanonymous.github.io/ComfyUI_examples/model_merging/)
+- [LCM models and Loras](https://comfyanonymous.github.io/ComfyUI_examples/lcm/)
+- Latent previews with [TAESD](#how-to-show-high-quality-previews)
 - Works fully offline: core will never download anything unless you want to.
- Optional API nodes to use paid models from external providers through the online API. Disable with: `--disable-api-nodes`
+- Optional API nodes to use paid models from external providers through the online [Comfy API](https://docs.comfy.org/tutorials/api-nodes/overview) disable with: `--disable-api-nodes`
 - [Config file](extra_model_paths.yaml.example) to set the search paths for models.

+Workflow examples can be found on the [Examples page](https://comfyanonymous.github.io/ComfyUI_examples/)
+
+## Release Process
+
+ComfyUI follows a weekly release cycle targeting Monday but this regularly changes because of model releases or large changes to the codebase. There are three interconnected repositories:
+
+1. **[ComfyUI Core](https://github.com/comfyanonymous/ComfyUI)**
+   - Releases a new stable version (e.g., v0.7.0) roughly every week.
+   - Starting from v0.4.0 patch versions will be used for fixes backported onto the current stable release.
+   - Minor versions will be used for releases off the master branch.
+   - Patch versions may still be used for releases on the master branch in cases where a backport would not make sense.
+   - Commits outside of the stable release tags may be very unstable and break many custom nodes.
+   - Serves as the foundation for the desktop release
+
+2. **[ComfyUI Desktop](https://github.com/Comfy-Org/desktop)**
+   - Builds a new release using the latest stable core version
+
+3. **[ComfyUI Frontend](https://github.com/Comfy-Org/ComfyUI_frontend)**
+   - Weekly frontend updates are merged into the core repository
+   - Features are frozen for the upcoming core release
+   - Development continues for the next release cycle
+
 ## Shortcuts

 | Keybind                            | Explanation                                                                                                        |
@@ -133,6 +173,39 @@ docker run -p 8188:8188 ghcr.io/hanzoai/studio:latest --listen --cpu

 # Installing

+## Windows Portable
+
+There is a portable standalone build for Windows that should work for running on Nvidia GPUs or for running on your CPU only on the [releases page](https://github.com/comfyanonymous/ComfyUI/releases).
+
+### [Direct link to download](https://github.com/comfyanonymous/ComfyUI/releases/latest/download/ComfyUI_windows_portable_nvidia.7z)
+
+Simply download, extract with [7-Zip](https://7-zip.org) or with the windows explorer on recent windows versions and run. For smaller models you normally only need to put the checkpoints (the huge ckpt/safetensors files) in: ComfyUI\models\checkpoints but many of the larger models have multiple files. Make sure to follow the instructions to know which subfolder to put them in ComfyUI\models\
+
+If you have trouble extracting it, right click the file -> properties -> unblock
+
+The portable above currently comes with python 3.13 and pytorch cuda 13.0. Update your Nvidia drivers if it doesn't start.
+
+#### Alternative Downloads:
+
+[Experimental portable for AMD GPUs](https://github.com/comfyanonymous/ComfyUI/releases/latest/download/ComfyUI_windows_portable_amd.7z)
+
+[Portable with pytorch cuda 12.8 and python 3.12](https://github.com/comfyanonymous/ComfyUI/releases/latest/download/ComfyUI_windows_portable_nvidia_cu128.7z).
+
+[Portable with pytorch cuda 12.6 and python 3.12](https://github.com/comfyanonymous/ComfyUI/releases/latest/download/ComfyUI_windows_portable_nvidia_cu126.7z) (Supports Nvidia 10 series and older GPUs).
+
+#### How do I share models between another UI and ComfyUI?
+
+See the [Config file](extra_model_paths.yaml.example) to set the search paths for models. In the standalone windows build you can find this file in the ComfyUI directory. Rename this file to extra_model_paths.yaml and edit it with your favorite text editor.
+
+
+## [comfy-cli](https://docs.comfy.org/comfy-cli/getting-started)
+
+You can install and start ComfyUI using comfy-cli:
+```bash
+pip install comfy-cli
+comfy install
+```
+
 ## Manual Install (Windows, Linux)

 Python 3.14 works but some custom nodes may have issues. The free threaded variant works but some dependencies will enable the GIL so it's not fully supported.
@@ -209,24 +282,24 @@ And install it again with the command above.

 ### Dependencies

-Install the dependencies by opening your terminal inside the Hanzo Studio folder and:
+Install the dependencies by opening your terminal inside the ComfyUI folder and:

 ```pip install -r requirements.txt```

-After this you should have everything installed and can proceed to running Hanzo Studio.
+After this you should have everything installed and can proceed to running ComfyUI.

 ### Others:

 #### Apple Mac silicon

-You can install Hanzo Studio in Apple Mac silicon (M1 or M2) with any recent macOS version.
+You can install ComfyUI in Apple Mac silicon (M1 or M2) with any recent macOS version.

 1. Install pytorch nightly. For instructions, read the [Accelerated PyTorch training on Mac](https://developer.apple.com/metal/pytorch/) Apple Developer guide (make sure to install the latest pytorch nightly).
-1. Follow the [Hanzo Studio manual installation](#manual-install-windows-linux) instructions for Windows and Linux.
-1. Install the Hanzo Studio [dependencies](#dependencies). If you have another Stable Diffusion UI you might be able to reuse the dependencies.
-1. Launch Hanzo Studio by running `python main.py`
+1. Follow the [ComfyUI manual installation](#manual-install-windows-linux) instructions for Windows and Linux.
+1. Install the ComfyUI [dependencies](#dependencies). If you have another Stable Diffusion UI [you might be able to reuse the dependencies](#i-already-have-another-ui-for-stable-diffusion-installed-do-i-really-have-to-install-all-of-these-dependencies).
+1. Launch ComfyUI by running `python main.py`

-> **Note**: Remember to add your models, VAE, LoRAs etc. to the corresponding folders, as discussed in [Hanzo Studio manual installation](#manual-install-windows-linux).
+> **Note**: Remember to add your models, VAE, LoRAs etc. to the corresponding Comfy folders, as discussed in [ComfyUI manual installation](#manual-install-windows-linux).

 #### Ascend NPUs

@@ -235,7 +308,7 @@ For models compatible with Ascend Extension for PyTorch (torch_npu). To get star
 1. Begin by installing the recommended or newer kernel version for Linux as specified in the Installation page of torch-npu, if necessary.
 2. Proceed with the installation of Ascend Basekit, which includes the driver, firmware, and CANN, following the instructions provided for your specific platform.
 3. Next, install the necessary packages for torch-npu by adhering to the platform-specific instructions on the [Installation](https://ascend.github.io/docs/sources/pytorch/install.html#pytorch) page.
-4. Finally, adhere to the [Hanzo Studio manual installation](#manual-install-windows-linux) guide for Linux. Once all components are installed, you can run Hanzo Studio as described earlier.
+4. Finally, adhere to the [ComfyUI manual installation](#manual-install-windows-linux) guide for Linux. Once all components are installed, you can run ComfyUI as described earlier.

 #### Cambricon MLUs

@@ -243,19 +316,19 @@ For models compatible with Cambricon Extension for PyTorch (torch_mlu). Here's a

 1. Install the Cambricon CNToolkit by adhering to the platform-specific instructions on the [Installation](https://www.cambricon.com/docs/sdk_1.15.0/cntoolkit_3.7.2/cntoolkit_install_3.7.2/index.html)
 2. Next, install the PyTorch(torch_mlu) following the instructions on the [Installation](https://www.cambricon.com/docs/sdk_1.15.0/cambricon_pytorch_1.17.0/user_guide_1.9/index.html)
-3. Launch Hanzo Studio by running `python main.py`
+3. Launch ComfyUI by running `python main.py`

 #### Iluvatar Corex

 For models compatible with Iluvatar Extension for PyTorch. Here's a step-by-step guide tailored to your platform and installation method:

 1. Install the Iluvatar Corex Toolkit by adhering to the platform-specific instructions on the [Installation](https://support.iluvatar.com/#/DocumentCentre?id=1&nameCenter=2&productId=520117912052801536)
-2. Launch Hanzo Studio by running `python main.py`
+2. Launch ComfyUI by running `python main.py`


-## Manager
+## [ComfyUI-Manager](https://github.com/Comfy-Org/ComfyUI-Manager/tree/manager-v4)

-The **Manager** extension allows you to easily install, update, and manage custom nodes for Hanzo Studio.
+**ComfyUI-Manager** is an extension that allows you to easily install, update, and manage custom nodes for ComfyUI.

 ### Setup

@@ -264,7 +337,7 @@ The **Manager** extension allows you to easily install, update, and manage custo
   pip install -r manager_requirements.txt
   ```

-2. Enable the manager with the `--enable-manager` flag when running Hanzo Studio:
+2. Enable the manager with the `--enable-manager` flag when running ComfyUI:
   ```bash
   python main.py --enable-manager
   ```
@@ -273,7 +346,7 @@ The **Manager** extension allows you to easily install, update, and manage custo

 | Flag | Description |
 |------|-------------|
-| `--enable-manager` | Enable the Manager |
+| `--enable-manager` | Enable ComfyUI-Manager |
 | `--enable-manager-legacy-ui` | Use the legacy manager UI instead of the new UI (requires `--enable-manager`) |
 | `--disable-manager-ui` | Disable the manager UI and endpoints while keeping background features like security checks and scheduled installation completion (requires `--enable-manager`) |

@@ -292,7 +365,7 @@ For AMD 7600 and maybe other RDNA3 cards: ```HSA_OVERRIDE_GFX_VERSION=11.0.0 pyt

 ### AMD ROCm Tips

-You can enable experimental memory efficient attention on recent pytorch on some AMD GPUs using this command, it should already be enabled by default on RDNA3. If this improves speed for you on latest pytorch on your GPU please report it so that we can enable it by default.
+You can enable experimental memory efficient attention on recent pytorch in ComfyUI on some AMD GPUs using this command, it should already be enabled by default on RDNA3. If this improves speed for you on latest pytorch on your GPU please report it so that I can enable it by default.

 ```TORCH_ROCM_AOTRITON_ENABLE_EXPERIMENTAL=1 python main.py --use-pytorch-cross-attention```

@@ -306,9 +379,9 @@ Only parts of the graph that change from each execution to the next will be exec

 Dragging a generated png on the webpage or loading one will give you the full workflow including seeds that were used to create it.

-You can use () to change emphasis of a word or phrase like: (good code:1.2) or (bad code:0.8). The default emphasis for () is 1.1. To use () characters in your actual prompt escape them like \( or \).
+You can use () to change emphasis of a word or phrase like: (good code:1.2) or (bad code:0.8). The default emphasis for () is 1.1. To use () characters in your actual prompt escape them like \\( or \\).

-You can use {day|night}, for wildcard/dynamic prompts. With this syntax "{wild|card|test}" will be randomly replaced by either "wild", "card" or "test" by the frontend every time you queue the prompt. To use {} characters in your actual prompt escape them like: \{ or \}.
+You can use {day|night}, for wildcard/dynamic prompts. With this syntax "{wild|card|test}" will be randomly replaced by either "wild", "card" or "test" by the frontend every time you queue the prompt. To use {} characters in your actual prompt escape them like: \\{ or \\}.

 Dynamic prompts also support C-style comments, like `// comment` or `/* comment */`.

@@ -321,7 +394,7 @@ To use a textual inversion concepts/embeddings in a text prompt put them in the

 Use ```--preview-method auto``` to enable previews.

-The default installation includes a fast latent preview method that's low-resolution. To enable higher-quality previews with [TAESD](https://github.com/madebyollin/taesd), download the [taesd_decoder.pth, taesdxl_decoder.pth, taesd3_decoder.pth and taef1_decoder.pth](https://github.com/madebyollin/taesd/) and place them in the `models/vae_approx` folder. Once they're installed, restart Hanzo Studio and launch it with `--preview-method taesd` to enable high-quality previews.
+The default installation includes a fast latent preview method that's low-resolution. To enable higher-quality previews with [TAESD](https://github.com/madebyollin/taesd), download the [taesd_decoder.pth, taesdxl_decoder.pth, taesd3_decoder.pth and taef1_decoder.pth](https://github.com/madebyollin/taesd/) and place them in the `models/vae_approx` folder. Once they're installed, restart ComfyUI and launch it with `--preview-method taesd` to enable high-quality previews.

 ## How to use TLS/SSL?
 Generate a self-signed certificate (not appropriate for shared/production use) and key by running the command: `openssl req -x509 -newkey rsa:4096 -keyout key.pem -out cert.pem -sha256 -days 3650 -nodes -subj "/C=XX/ST=StateName/L=CityName/O=CompanyName/OU=CompanySectionName/CN=CommonNameOrHostname"`
@@ -333,6 +406,55 @@ Use `--tls-keyfile key.pem --tls-certfile cert.pem` to enable TLS/SSL, the app w

 ## Support and dev channel

-[Discord](https://discord.gg/hanzoai): Try the #help or #feedback channels.
+[Discord](https://comfy.org/discord): Try the #help or #feedback channels.

-See also: [https://www.hanzo.ai/](https://www.hanzo.ai/)
+[Matrix space: #comfyui_space:matrix.org](https://app.element.io/#/room/%23comfyui_space%3Amatrix.org) (it's like discord but open source).
+
+See also: [https://www.comfy.org/](https://www.comfy.org/)
+
+## Frontend Development
+
+As of August 15, 2024, we have transitioned to a new frontend, which is now hosted in a separate repository: [ComfyUI Frontend](https://github.com/Comfy-Org/ComfyUI_frontend). This repository now hosts the compiled JS (from TS/Vue) under the `web/` directory.
+
+### Reporting Issues and Requesting Features
+
+For any bugs, issues, or feature requests related to the frontend, please use the [ComfyUI Frontend repository](https://github.com/Comfy-Org/ComfyUI_frontend). This will help us manage and address frontend-specific concerns more efficiently.
+
+### Using the Latest Frontend
+
+The new frontend is now the default for ComfyUI. However, please note:
+
+1. The frontend in the main ComfyUI repository is updated fortnightly.
+2. Daily releases are available in the separate frontend repository.
+
+To use the most up-to-date frontend version:
+
+1. For the latest daily release, launch ComfyUI with this command line argument:
+
+   ```
+   --front-end-version Comfy-Org/ComfyUI_frontend@latest
+   ```
+
+2. For a specific version, replace `latest` with the desired version number:
+
+   ```
+   --front-end-version Comfy-Org/ComfyUI_frontend@1.2.2
+   ```
+
+This approach allows you to easily switch between the stable fortnightly release and the cutting-edge daily updates, or even specific versions for testing purposes.
+
+### Accessing the Legacy Frontend
+
+If you need to use the legacy frontend for any reason, you can access it using the following command line argument:
+
+```
+--front-end-version Comfy-Org/ComfyUI_legacy_frontend@latest
+```
+
+This will use a snapshot of the legacy frontend preserved in the [ComfyUI Legacy Frontend repository](https://github.com/Comfy-Org/ComfyUI_legacy_frontend).
+
+# QA
+
+### Which GPU should I buy for this?
+
+[See this page for some recommendations](https://github.com/comfyanonymous/ComfyUI/wiki/Which-GPU-should-I-buy-for-ComfyUI)
@@ -63,7 +63,7 @@ version_path_separator = os
 # are written from script.py.mako
 # output_encoding = utf-8

-sqlalchemy.url = sqlite:///user/hanzo_studio.db
+sqlalchemy.url = sqlite:///user/comfyui.db


 [post_write_hooks]
@@ -1,3 +1,3 @@
-# Hanzo Studio Internal Routes
+# ComfyUI Internal Routes

-All routes under the `/internal` path are designated for **internal use by Hanzo Studio only**. These routes are not intended for use by external applications may change at any time without notice.
+All routes under the `/internal` path are designated for **internal use by ComfyUI only**. These routes are not intended for use by external applications may change at any time without notice.
@@ -8,7 +8,7 @@ import os
 class InternalRoutes:
    '''
    The top level web router for internal routes: /internal/*
-    The endpoints here should NOT be depended upon. It is for Hanzo Studio frontend use only.
+    The endpoints here should NOT be depended upon. It is for ComfyUI frontend use only.
    Check README.md for more information.
    '''

@@ -12,7 +12,7 @@ class AppSettings():
        try:
            file = self.user_manager.get_request_user_filepath(
                request,
-                "studio.settings.json"
+                "comfy.settings.json"
            )
        except KeyError as e:
            logging.error("User settings not found.")
@@ -29,7 +29,7 @@ class AppSettings():

    def save_settings(self, request, settings):
        file = self.user_manager.get_request_user_filepath(
-            request, "studio.settings.json")
+            request, "comfy.settings.json")
        with open(file, "w") as f:
            f.write(json.dumps(settings, indent=4))

@@ -37,7 +37,7 @@ def list_tree(base_dir: str) -> list[str]:
 def prefixes_for_root(root: RootType) -> list[str]:
    if root == "models":
        bases: list[str] = []
-        for _bucket, paths in get_studio_models_folders():
+        for _bucket, paths in get_comfy_models_folders():
            bases.extend(paths)
        return [os.path.abspath(p) for p in bases]
    if root == "input":
@@ -74,16 +74,16 @@ def utcnow() -> datetime:
    """Naive UTC timestamp (no tzinfo). We always treat DB datetimes as UTC."""
    return datetime.now(timezone.utc).replace(tzinfo=None)

-def get_studio_models_folders() -> list[tuple[str, list[str]]]:
+def get_comfy_models_folders() -> list[tuple[str, list[str]]]:
    """Build a list of (folder_name, base_paths[]) categories that are configured for model locations.

    We trust `folder_paths.folder_names_and_paths` and include a category if
-    *any* of its base paths lies under the Studio `models_dir`.
+    *any* of its base paths lies under the Comfy `models_dir`.
    """
    targets: list[tuple[str, list[str]]] = []
    models_root = os.path.abspath(folder_paths.models_dir)
    for name, values in folder_paths.folder_names_and_paths.items():
-        paths, _exts = values[0], values[1]  # NOTE: this prevents nodepacks that hackily edit folder_... from breaking Hanzo Studio
+        paths, _exts = values[0], values[1]  # NOTE: this prevents nodepacks that hackily edit folder_... from breaking ComfyUI
        if any(os.path.abspath(p).startswith(models_root + os.sep) for p in paths):
            targets.append((name, paths))
    return targets
@@ -152,7 +152,7 @@ def get_relative_to_root_category_path_of_asset(file_path: str) -> tuple[Literal
    """Given an absolute or relative file path, determine which root category the path belongs to:
      - 'input' if the file resides under `folder_paths.get_input_directory()`
      - 'output' if the file resides under `folder_paths.get_output_directory()`
-      - 'models' if the file resides under any base path of categories returned by `get_studio_models_folders()`
+      - 'models' if the file resides under any base path of categories returned by `get_comfy_models_folders()`

    Returns:
        (root_category, relative_path_inside_that_root)
@@ -185,7 +185,7 @@ def get_relative_to_root_category_path_of_asset(file_path: str) -> tuple[Literal

    # 3) models (check deepest matching base to avoid ambiguity)
    best: tuple[int, str, str] | None = None  # (base_len, bucket, rel_inside_bucket)
-    for bucket, bases in get_studio_models_folders():
+    for bucket, bases in get_comfy_models_folders():
        for b in bases:
            base_abs = os.path.abspath(b)
            if not _is_within(fp_abs, base_abs):
@@ -232,7 +232,7 @@ def normalize_tags(tags: list[str] | None) -> list[str]:

 def collect_models_files() -> list[str]:
    out: list[str] = []
-    for folder_name, bases in get_studio_models_folders():
+    for folder_name, bases in get_comfy_models_folders():
        rel_files = folder_paths.get_filename_list(folder_name) or []
        for rel_path in rel_files:
            abs_path = folder_paths.get_full_path(folder_name, rel_path)
@@ -3,7 +3,7 @@ import os
 import shutil
 from app.logger import log_startup_warning
 from utils.install_util import get_missing_requirements_message
-from studio.cli_args import args
+from comfy.cli_args import args

 _DB_AVAILABLE = False
 Session = None
@@ -24,7 +24,7 @@ except ImportError as e:
 ------------------------------------------------------------------------
 Error importing dependencies: {e}
 {get_missing_requirements_message()}
-This error is happening because Hanzo Studio now uses a local sqlite database.
+This error is happening because ComfyUI now uses a local sqlite database.
 ------------------------------------------------------------------------
 """.strip()
    )
@@ -19,7 +19,7 @@ from typing_extensions import NotRequired

 from utils.install_util import get_missing_requirements_message, requirements_path

-from studio.cli_args import DEFAULT_VERSION_STRING
+from comfy.cli_args import DEFAULT_VERSION_STRING
 import app.logger


@@ -27,7 +27,7 @@ def frontend_install_warning_message():
    return f"""
 {get_missing_requirements_message()}

-This error is happening because the Hanzo Studio frontend is no longer shipped as part of the main repo but as a pip package instead.
+This error is happening because the ComfyUI frontend is no longer shipped as part of the main repo but as a pip package instead.
 """.strip()

 def parse_version(version: str) -> tuple[int, int, int]:
@@ -87,7 +87,7 @@ ________________________________________________________________________
 """.strip()
            )
        else:
-            logging.info("Hanzo Studio frontend version: {}".format(frontend_version_str))
+            logging.info("ComfyUI frontend version: {}".format(frontend_version_str))
    except Exception as e:
        logging.error(f"Failed to check frontend version: {e}")

@@ -7,7 +7,7 @@ import time
 import logging
 import folder_paths
 import glob
-import studio.utils
+import comfy.utils
 from aiohttp import web
 from PIL import Image
 from io import BytesIO
@@ -180,7 +180,7 @@ class ModelFileManager:

        if safetensors_file:
            safetensors_filepath = os.path.join(dirname, safetensors_file)
-            header = studio.utils.safetensors_header(safetensors_filepath, max_size=8*1024*1024)
+            header = comfy.utils.safetensors_header(safetensors_filepath, max_size=8*1024*1024)
            if header:
                safetensors_metadata = json.loads(header)
        safetensors_images = safetensors_metadata.get("__metadata__", {}).get("ssmd_cover_images", None)
@@ -4,9 +4,9 @@ from aiohttp import web

 from typing import TYPE_CHECKING, TypedDict
 if TYPE_CHECKING:
-    from studio_api.latest._io_public import NodeReplace
+    from comfy_api.latest._io_public import NodeReplace

-from studio_execution.graph_utils import is_link
+from comfy_execution.graph_utils import is_link
 import nodes

 class NodeStruct(TypedDict):
@@ -53,7 +53,7 @@ class SubgraphManager:
        return entry_id, entry

    async def load_entry_data(self, entry: SubgraphEntry):
-        with open(entry['path'], 'r', encoding='utf-8') as f:
+        with open(entry['path'], 'r') as f:
            entry['data'] = f.read()
        return entry

@@ -100,7 +100,7 @@ class SubgraphManager:
        if os.path.exists(blueprints_dir):
            for file in glob.glob(os.path.join(blueprints_dir, "*.json")):
                file = file.replace('\\', '/')
-                entry_id, entry = self._create_entry(file, Source.templates, "studio")
+                entry_id, entry = self._create_entry(file, Source.templates, "comfyui")
                subgraphs_dict[entry_id] = entry

        self.cached_blueprint_subgraphs = subgraphs_dict
@@ -8,7 +8,7 @@ import shutil
 import logging
 from aiohttp import web
 from urllib import parse
-from studio.cli_args import args
+from comfy.cli_args import args
 import folder_paths
 from .app_settings import AppSettings
 from typing import TypedDict
@@ -57,22 +57,8 @@ class UserManager():

    def get_request_user_id(self, request):
        user = "default"
-
-        # If IAM auth is active, extract user from IAM context
-        iam_user = request.get("iam_user")
-        if iam_user and iam_user.get("sub") and iam_user["sub"] != "local":
-            user = iam_user["sub"]
-            # A token subject must never escape into a System User namespace.
-            if user.startswith(folder_paths.SYSTEM_USER_PREFIX):
-                raise KeyError("Unknown user: " + user)
-            # Auto-register IAM users
-            if user not in self.users:
-                display = iam_user.get("name") or iam_user.get("email") or user
-                self.users[user] = display
-            return user
-
-        if args.multi_user and "studio-user" in request.headers:
-            user = request.headers["studio-user"]
+        if args.multi_user and "comfy-user" in request.headers:
+            user = request.headers["comfy-user"]
            # Block System Users (use same error message to prevent probing)
            if user.startswith(folder_paths.SYSTEM_USER_PREFIX):
                raise KeyError("Unknown user: " + user)
@@ -82,23 +68,14 @@ class UserManager():

        return user

-    def get_request_org_id(self, request) -> str | None:
-        """Extract org_id from IAM context or fallback to CLI arg."""
-        iam_user = request.get("iam_user")
-        if iam_user and iam_user.get("org_id"):
-            return iam_user["org_id"]
-        return folder_paths.get_org_id()
-
    def get_request_user_filepath(self, request, file, type="userdata", create_dir=True):
        if type == "userdata":
-            # Use org-scoped user directory if multi-tenant
-            org_id = self.get_request_org_id(request)
-            root_dir = folder_paths.get_org_user_directory(org_id)
+            root_dir = folder_paths.get_user_directory()
        else:
            raise KeyError("Unknown filepath type:" + type)

        user = self.get_request_user_id(request)
-        user_root = folder_paths.get_public_user_directory(user, org_id)
+        user_root = folder_paths.get_public_user_directory(user)
        if user_root is None:
            return None
        path = user_root
@@ -1 +1 @@
-{"revision": 0, "last_node_id": 15, "last_link_id": 0, "nodes": [{"id": 15, "type": "24d8bbfd-39d4-4774-bff0-3de40cc7a471", "pos": [-1490, 2040], "size": [400, 260], "flags": {}, "order": 0, "mode": 0, "inputs": [{"name": "prompt", "type": "STRING", "widget": {"name": "prompt"}, "link": null}, {"label": "reference images", "name": "images", "type": "IMAGE", "link": null}], "outputs": [{"name": "STRING", "type": "STRING", "links": null}], "title": "Prompt Enhance", "properties": {"proxyWidgets": [["-1", "prompt"]], "cnr_id": "studio-core", "ver": "0.14.1"}, "widgets_values": [""]}], "links": [], "version": 0.4, "definitions": {"subgraphs": [{"id": "24d8bbfd-39d4-4774-bff0-3de40cc7a471", "version": 1, "state": {"lastGroupId": 0, "lastNodeId": 15, "lastLinkId": 14, "lastRerouteId": 0}, "revision": 0, "config": {}, "name": "Prompt Enhance", "inputNode": {"id": -10, "bounding": [-2170, 2110, 138.876953125, 80]}, "outputNode": {"id": -20, "bounding": [-640, 2110, 120, 60]}, "inputs": [{"id": "aeab7216-00e0-4528-a09b-bba50845c5a6", "name": "prompt", "type": "STRING", "linkIds": [11], "pos": [-2051.123046875, 2130]}, {"id": "7b73fd36-aa31-4771-9066-f6c83879994b", "name": "images", "type": "IMAGE", "linkIds": [14], "label": "reference images", "pos": [-2051.123046875, 2150]}], "outputs": [{"id": "c7b0d930-68a1-48d1-b496-0519e5837064", "name": "STRING", "type": "STRING", "linkIds": [13], "pos": [-620, 2130]}], "widgets": [], "nodes": [{"id": 11, "type": "GeminiNode", "pos": [-1560, 1990], "size": [470, 470], "flags": {}, "order": 0, "mode": 0, "inputs": [{"localized_name": "images", "name": "images", "shape": 7, "type": "IMAGE", "link": 14}, {"localized_name": "audio", "name": "audio", "shape": 7, "type": "AUDIO", "link": null}, {"localized_name": "video", "name": "video", "shape": 7, "type": "VIDEO", "link": null}, {"localized_name": "files", "name": "files", "shape": 7, "type": "GEMINI_INPUT_FILES", "link": null}, {"localized_name": "prompt", "name": "prompt", "type": "STRING", "widget": {"name": "prompt"}, "link": 11}, {"localized_name": "model", "name": "model", "type": "COMBO", "widget": {"name": "model"}, "link": null}, {"localized_name": "seed", "name": "seed", "type": "INT", "widget": {"name": "seed"}, "link": null}, {"localized_name": "system_prompt", "name": "system_prompt", "shape": 7, "type": "STRING", "widget": {"name": "system_prompt"}, "link": null}], "outputs": [{"localized_name": "STRING", "name": "STRING", "type": "STRING", "links": [13]}], "properties": {"cnr_id": "studio-core", "ver": "0.14.1", "Node name for S&R": "GeminiNode"}, "widgets_values": ["", "gemini-3-pro-preview", 42, "randomize", "You are an expert in prompt writing.\nBased on the input, rewrite the user's input into a detailed prompt.\nincluding camera settings, lighting, composition, and style.\nReturn the prompt only"], "color": "#432", "bgcolor": "#653"}], "groups": [], "links": [{"id": 11, "origin_id": -10, "origin_slot": 0, "target_id": 11, "target_slot": 4, "type": "STRING"}, {"id": 13, "origin_id": 11, "origin_slot": 0, "target_id": -20, "target_slot": 0, "type": "STRING"}, {"id": 14, "origin_id": -10, "origin_slot": 1, "target_id": 11, "target_slot": 0, "type": "IMAGE"}], "extra": {"workflowRendererVersion": "LG"}, "category": "Text generation/Prompt enhance"}]}, "extra": {}}
+{"revision": 0, "last_node_id": 15, "last_link_id": 0, "nodes": [{"id": 15, "type": "24d8bbfd-39d4-4774-bff0-3de40cc7a471", "pos": [-1490, 2040], "size": [400, 260], "flags": {}, "order": 0, "mode": 0, "inputs": [{"name": "prompt", "type": "STRING", "widget": {"name": "prompt"}, "link": null}, {"label": "reference images", "name": "images", "type": "IMAGE", "link": null}], "outputs": [{"name": "STRING", "type": "STRING", "links": null}], "title": "Prompt Enhance", "properties": {"proxyWidgets": [["-1", "prompt"]], "cnr_id": "comfy-core", "ver": "0.14.1"}, "widgets_values": [""]}], "links": [], "version": 0.4, "definitions": {"subgraphs": [{"id": "24d8bbfd-39d4-4774-bff0-3de40cc7a471", "version": 1, "state": {"lastGroupId": 0, "lastNodeId": 15, "lastLinkId": 14, "lastRerouteId": 0}, "revision": 0, "config": {}, "name": "Prompt Enhance", "inputNode": {"id": -10, "bounding": [-2170, 2110, 138.876953125, 80]}, "outputNode": {"id": -20, "bounding": [-640, 2110, 120, 60]}, "inputs": [{"id": "aeab7216-00e0-4528-a09b-bba50845c5a6", "name": "prompt", "type": "STRING", "linkIds": [11], "pos": [-2051.123046875, 2130]}, {"id": "7b73fd36-aa31-4771-9066-f6c83879994b", "name": "images", "type": "IMAGE", "linkIds": [14], "label": "reference images", "pos": [-2051.123046875, 2150]}], "outputs": [{"id": "c7b0d930-68a1-48d1-b496-0519e5837064", "name": "STRING", "type": "STRING", "linkIds": [13], "pos": [-620, 2130]}], "widgets": [], "nodes": [{"id": 11, "type": "GeminiNode", "pos": [-1560, 1990], "size": [470, 470], "flags": {}, "order": 0, "mode": 0, "inputs": [{"localized_name": "images", "name": "images", "shape": 7, "type": "IMAGE", "link": 14}, {"localized_name": "audio", "name": "audio", "shape": 7, "type": "AUDIO", "link": null}, {"localized_name": "video", "name": "video", "shape": 7, "type": "VIDEO", "link": null}, {"localized_name": "files", "name": "files", "shape": 7, "type": "GEMINI_INPUT_FILES", "link": null}, {"localized_name": "prompt", "name": "prompt", "type": "STRING", "widget": {"name": "prompt"}, "link": 11}, {"localized_name": "model", "name": "model", "type": "COMBO", "widget": {"name": "model"}, "link": null}, {"localized_name": "seed", "name": "seed", "type": "INT", "widget": {"name": "seed"}, "link": null}, {"localized_name": "system_prompt", "name": "system_prompt", "shape": 7, "type": "STRING", "widget": {"name": "system_prompt"}, "link": null}], "outputs": [{"localized_name": "STRING", "name": "STRING", "type": "STRING", "links": [13]}], "properties": {"cnr_id": "comfy-core", "ver": "0.14.1", "Node name for S&R": "GeminiNode"}, "widgets_values": ["", "gemini-3-pro-preview", 42, "randomize", "You are an expert in prompt writing.\nBased on the input, rewrite the user's input into a detailed prompt.\nincluding camera settings, lighting, composition, and style.\nReturn the prompt only"], "color": "#432", "bgcolor": "#653"}], "groups": [], "links": [{"id": 11, "origin_id": -10, "origin_slot": 0, "target_id": 11, "target_slot": 4, "type": "STRING"}, {"id": 13, "origin_id": 11, "origin_slot": 0, "target_id": -20, "target_slot": 0, "type": "STRING"}, {"id": 14, "origin_id": -10, "origin_slot": 1, "target_id": 11, "target_slot": 0, "type": "IMAGE"}], "extra": {"workflowRendererVersion": "LG"}, "category": "Text generation/Prompt enhance"}]}, "extra": {}}
@@ -1 +1 @@
-{"revision": 0, "last_node_id": 13, "last_link_id": 0, "nodes": [{"id": 13, "type": "cf95b747-3e17-46cb-8097-cac60ff9b2e1", "pos": [1120, 330], "size": [240, 58], "flags": {}, "order": 3, "mode": 0, "inputs": [{"localized_name": "video", "name": "video", "type": "VIDEO", "link": null}, {"name": "model_name", "type": "COMBO", "widget": {"name": "model_name"}, "link": null}], "outputs": [{"localized_name": "VIDEO", "name": "VIDEO", "type": "VIDEO", "links": []}], "title": "Video Upscale(GAN x4)", "properties": {"proxyWidgets": [["-1", "model_name"]], "cnr_id": "studio-core", "ver": "0.14.1"}, "widgets_values": ["RealESRGAN_x4plus.safetensors"]}], "links": [], "version": 0.4, "definitions": {"subgraphs": [{"id": "cf95b747-3e17-46cb-8097-cac60ff9b2e1", "version": 1, "state": {"lastGroupId": 0, "lastNodeId": 13, "lastLinkId": 19, "lastRerouteId": 0}, "revision": 0, "config": {}, "name": "Video Upscale(GAN x4)", "inputNode": {"id": -10, "bounding": [550, 460, 120, 80]}, "outputNode": {"id": -20, "bounding": [1490, 460, 120, 60]}, "inputs": [{"id": "666d633e-93e7-42dc-8d11-2b7b99b0f2a6", "name": "video", "type": "VIDEO", "linkIds": [10], "localized_name": "video", "pos": [650, 480]}, {"id": "2e23a087-caa8-4d65-99e6-662761aa905a", "name": "model_name", "type": "COMBO", "linkIds": [19], "pos": [650, 500]}], "outputs": [{"id": "0c1768ea-3ec2-412f-9af6-8e0fa36dae70", "name": "VIDEO", "type": "VIDEO", "linkIds": [15], "localized_name": "VIDEO", "pos": [1510, 480]}], "widgets": [], "nodes": [{"id": 2, "type": "ImageUpscaleWithModel", "pos": [1110, 450], "size": [320, 46], "flags": {}, "order": 1, "mode": 0, "inputs": [{"localized_name": "upscale_model", "name": "upscale_model", "type": "UPSCALE_MODEL", "link": 1}, {"localized_name": "image", "name": "image", "type": "IMAGE", "link": 14}], "outputs": [{"localized_name": "IMAGE", "name": "IMAGE", "type": "IMAGE", "links": [13]}], "properties": {"cnr_id": "studio-core", "ver": "0.10.0", "Node name for S&R": "ImageUpscaleWithModel"}}, {"id": 11, "type": "CreateVideo", "pos": [1110, 550], "size": [320, 78], "flags": {}, "order": 3, "mode": 0, "inputs": [{"localized_name": "images", "name": "images", "type": "IMAGE", "link": 13}, {"localized_name": "audio", "name": "audio", "shape": 7, "type": "AUDIO", "link": 16}, {"localized_name": "fps", "name": "fps", "type": "FLOAT", "widget": {"name": "fps"}, "link": 12}], "outputs": [{"localized_name": "VIDEO", "name": "VIDEO", "type": "VIDEO", "links": [15]}], "properties": {"cnr_id": "studio-core", "ver": "0.10.0", "Node name for S&R": "CreateVideo"}, "widgets_values": [30]}, {"id": 10, "type": "GetVideoComponents", "pos": [1110, 330], "size": [320, 70], "flags": {}, "order": 2, "mode": 0, "inputs": [{"localized_name": "video", "name": "video", "type": "VIDEO", "link": 10}], "outputs": [{"localized_name": "images", "name": "images", "type": "IMAGE", "links": [14]}, {"localized_name": "audio", "name": "audio", "type": "AUDIO", "links": [16]}, {"localized_name": "fps", "name": "fps", "type": "FLOAT", "links": [12]}], "properties": {"cnr_id": "studio-core", "ver": "0.10.0", "Node name for S&R": "GetVideoComponents"}}, {"id": 1, "type": "UpscaleModelLoader", "pos": [750, 450], "size": [280, 60], "flags": {}, "order": 0, "mode": 0, "inputs": [{"localized_name": "model_name", "name": "model_name", "type": "COMBO", "widget": {"name": "model_name"}, "link": 19}], "outputs": [{"localized_name": "UPSCALE_MODEL", "name": "UPSCALE_MODEL", "type": "UPSCALE_MODEL", "links": [1]}], "properties": {"cnr_id": "studio-core", "ver": "0.10.0", "Node name for S&R": "UpscaleModelLoader", "models": [{"name": "RealESRGAN_x4plus.safetensors", "url": "https://huggingface.co/Comfy-Org/Real-ESRGAN_repackaged/resolve/main/RealESRGAN_x4plus.safetensors", "directory": "upscale_models"}]}, "widgets_values": ["RealESRGAN_x4plus.safetensors"]}], "groups": [], "links": [{"id": 1, "origin_id": 1, "origin_slot": 0, "target_id": 2, "target_slot": 0, "type": "UPSCALE_MODEL"}, {"id": 14, "origin_id": 10, "origin_slot": 0, "target_id": 2, "target_slot": 1, "type": "IMAGE"}, {"id": 13, "origin_id": 2, "origin_slot": 0, "target_id": 11, "target_slot": 0, "type": "IMAGE"}, {"id": 16, "origin_id": 10, "origin_slot": 1, "target_id": 11, "target_slot": 1, "type": "AUDIO"}, {"id": 12, "origin_id": 10, "origin_slot": 2, "target_id": 11, "target_slot": 2, "type": "FLOAT"}, {"id": 10, "origin_id": -10, "origin_slot": 0, "target_id": 10, "target_slot": 0, "type": "VIDEO"}, {"id": 15, "origin_id": 11, "origin_slot": 0, "target_id": -20, "target_slot": 0, "type": "VIDEO"}, {"id": 19, "origin_id": -10, "origin_slot": 1, "target_id": 1, "target_slot": 0, "type": "COMBO"}], "extra": {"workflowRendererVersion": "LG"}, "category": "Video generation and editing/Enhance video"}]}, "extra": {}}
+{"revision": 0, "last_node_id": 13, "last_link_id": 0, "nodes": [{"id": 13, "type": "cf95b747-3e17-46cb-8097-cac60ff9b2e1", "pos": [1120, 330], "size": [240, 58], "flags": {}, "order": 3, "mode": 0, "inputs": [{"localized_name": "video", "name": "video", "type": "VIDEO", "link": null}, {"name": "model_name", "type": "COMBO", "widget": {"name": "model_name"}, "link": null}], "outputs": [{"localized_name": "VIDEO", "name": "VIDEO", "type": "VIDEO", "links": []}], "title": "Video Upscale(GAN x4)", "properties": {"proxyWidgets": [["-1", "model_name"]], "cnr_id": "comfy-core", "ver": "0.14.1"}, "widgets_values": ["RealESRGAN_x4plus.safetensors"]}], "links": [], "version": 0.4, "definitions": {"subgraphs": [{"id": "cf95b747-3e17-46cb-8097-cac60ff9b2e1", "version": 1, "state": {"lastGroupId": 0, "lastNodeId": 13, "lastLinkId": 19, "lastRerouteId": 0}, "revision": 0, "config": {}, "name": "Video Upscale(GAN x4)", "inputNode": {"id": -10, "bounding": [550, 460, 120, 80]}, "outputNode": {"id": -20, "bounding": [1490, 460, 120, 60]}, "inputs": [{"id": "666d633e-93e7-42dc-8d11-2b7b99b0f2a6", "name": "video", "type": "VIDEO", "linkIds": [10], "localized_name": "video", "pos": [650, 480]}, {"id": "2e23a087-caa8-4d65-99e6-662761aa905a", "name": "model_name", "type": "COMBO", "linkIds": [19], "pos": [650, 500]}], "outputs": [{"id": "0c1768ea-3ec2-412f-9af6-8e0fa36dae70", "name": "VIDEO", "type": "VIDEO", "linkIds": [15], "localized_name": "VIDEO", "pos": [1510, 480]}], "widgets": [], "nodes": [{"id": 2, "type": "ImageUpscaleWithModel", "pos": [1110, 450], "size": [320, 46], "flags": {}, "order": 1, "mode": 0, "inputs": [{"localized_name": "upscale_model", "name": "upscale_model", "type": "UPSCALE_MODEL", "link": 1}, {"localized_name": "image", "name": "image", "type": "IMAGE", "link": 14}], "outputs": [{"localized_name": "IMAGE", "name": "IMAGE", "type": "IMAGE", "links": [13]}], "properties": {"cnr_id": "comfy-core", "ver": "0.10.0", "Node name for S&R": "ImageUpscaleWithModel"}}, {"id": 11, "type": "CreateVideo", "pos": [1110, 550], "size": [320, 78], "flags": {}, "order": 3, "mode": 0, "inputs": [{"localized_name": "images", "name": "images", "type": "IMAGE", "link": 13}, {"localized_name": "audio", "name": "audio", "shape": 7, "type": "AUDIO", "link": 16}, {"localized_name": "fps", "name": "fps", "type": "FLOAT", "widget": {"name": "fps"}, "link": 12}], "outputs": [{"localized_name": "VIDEO", "name": "VIDEO", "type": "VIDEO", "links": [15]}], "properties": {"cnr_id": "comfy-core", "ver": "0.10.0", "Node name for S&R": "CreateVideo"}, "widgets_values": [30]}, {"id": 10, "type": "GetVideoComponents", "pos": [1110, 330], "size": [320, 70], "flags": {}, "order": 2, "mode": 0, "inputs": [{"localized_name": "video", "name": "video", "type": "VIDEO", "link": 10}], "outputs": [{"localized_name": "images", "name": "images", "type": "IMAGE", "links": [14]}, {"localized_name": "audio", "name": "audio", "type": "AUDIO", "links": [16]}, {"localized_name": "fps", "name": "fps", "type": "FLOAT", "links": [12]}], "properties": {"cnr_id": "comfy-core", "ver": "0.10.0", "Node name for S&R": "GetVideoComponents"}}, {"id": 1, "type": "UpscaleModelLoader", "pos": [750, 450], "size": [280, 60], "flags": {}, "order": 0, "mode": 0, "inputs": [{"localized_name": "model_name", "name": "model_name", "type": "COMBO", "widget": {"name": "model_name"}, "link": 19}], "outputs": [{"localized_name": "UPSCALE_MODEL", "name": "UPSCALE_MODEL", "type": "UPSCALE_MODEL", "links": [1]}], "properties": {"cnr_id": "comfy-core", "ver": "0.10.0", "Node name for S&R": "UpscaleModelLoader", "models": [{"name": "RealESRGAN_x4plus.safetensors", "url": "https://huggingface.co/Comfy-Org/Real-ESRGAN_repackaged/resolve/main/RealESRGAN_x4plus.safetensors", "directory": "upscale_models"}]}, "widgets_values": ["RealESRGAN_x4plus.safetensors"]}], "groups": [], "links": [{"id": 1, "origin_id": 1, "origin_slot": 0, "target_id": 2, "target_slot": 0, "type": "UPSCALE_MODEL"}, {"id": 14, "origin_id": 10, "origin_slot": 0, "target_id": 2, "target_slot": 1, "type": "IMAGE"}, {"id": 13, "origin_id": 2, "origin_slot": 0, "target_id": 11, "target_slot": 0, "type": "IMAGE"}, {"id": 16, "origin_id": 10, "origin_slot": 1, "target_id": 11, "target_slot": 1, "type": "AUDIO"}, {"id": 12, "origin_id": 10, "origin_slot": 2, "target_id": 11, "target_slot": 2, "type": "FLOAT"}, {"id": 10, "origin_id": -10, "origin_slot": 0, "target_id": 10, "target_slot": 0, "type": "VIDEO"}, {"id": 15, "origin_id": 11, "origin_slot": 0, "target_id": -20, "target_slot": 0, "type": "VIDEO"}, {"id": 19, "origin_id": -10, "origin_slot": 1, "target_id": 1, "target_slot": 0, "type": "COMBO"}], "extra": {"workflowRendererVersion": "LG"}, "category": "Video generation and editing/Enhance video"}]}, "extra": {}}
@@ -1,117 +0,0 @@
-#!/bin/bash
-# Apply Hanzo Studio branding to the prebuilt frontend package (comfyui-frontend-package).
-# Runs during the Docker build after pip install, and can be run against a venv
-# for local dev. Idempotent: safe to run more than once.
-set -e
-
-STATIC_DIR=$(python3 -c "import comfyui_frontend_package, importlib.resources; print(str(importlib.resources.files(comfyui_frontend_package) / 'static'))")
-BRANDING_DIR="$(cd "$(dirname "$0")" && pwd)"
-
-echo "=== Hanzo Studio Branding ==="
-echo "Target: $STATIC_DIR"
-
-# --- 1. Replace in-app logos ---
-echo "[1/7] Replacing logos..."
-for logo_file in comfy-logo-single.svg comfy-logo-mono.svg comfy-cloud-logo.svg; do
-    target="$STATIC_DIR/assets/images/$logo_file"
-    if [ -f "$target" ]; then
-        cp "$BRANDING_DIR/hanzo-logo.svg" "$target"
-        echo "  Replaced $logo_file"
-    else
-        echo "  Not found: $logo_file (skipping)"
-    fi
-done
-
-# --- 2. Install favicon (Hanzo mark) ---
-# The frontend sets the runtime favicon to /assets/favicon.ico via useFavicon();
-# the web root copies cover the pre-boot page load and the default /favicon.ico
-# request. During a generation it instead cycles the 10 progress frames under
-# assets/images/favicon_progress_16x16/, so those must be Hanzo-branded too or the
-# tab reverts to the Comfy mark while a job runs. All PNG/ICO are committed
-# artifacts (rendered by make_favicon.py / make_progress_favicons.py) so the Docker
-# image needs no rasterizer.
-echo "[2/7] Installing favicon..."
-cp "$BRANDING_DIR/favicon.ico" "$STATIC_DIR/assets/favicon.ico"
-cp "$BRANDING_DIR/favicon.ico" "$STATIC_DIR/favicon.ico"
-cp "$BRANDING_DIR/favicon.svg" "$STATIC_DIR/favicon.svg"
-progress_dst="$STATIC_DIR/assets/images/favicon_progress_16x16"
-if [ -d "$progress_dst" ]; then
-    cp "$BRANDING_DIR"/favicon_progress_16x16/frame_*.png "$progress_dst/"
-    echo "  Installed favicon.ico + favicon.svg + progress frames"
-else
-    echo "  Installed favicon.ico + favicon.svg (progress dir absent, skipped)"
-fi
-
-# --- 3. Patch index.html (title + icon link + loading text) ---
-echo "[3/7] Patching index.html..."
-if [ -f "$STATIC_DIR/index.html" ]; then
-    # Rename the title and inject icon links (the upstream head has none).
-    sed -i 's#<title>ComfyUI</title>#<title>Hanzo Studio</title><link rel="icon" type="image/svg+xml" href="favicon.svg"/><link rel="alternate icon" href="favicon.ico"/>#g' "$STATIC_DIR/index.html"
-    sed -i 's/Loading ComfyUI/Loading Hanzo Studio/g' "$STATIC_DIR/index.html"
-    sed -i 's/content="ComfyUI/content="Hanzo Studio/g' "$STATIC_DIR/index.html"
-    echo "  Patched index.html"
-fi
-
-# --- 4. Patch manifest JSON files ---
-echo "[4/7] Patching manifests..."
-find "$STATIC_DIR" -name "manifest*.json" -exec sed -i 's/"ComfyUI"/"Hanzo Studio"/g' {} \;
-find "$STATIC_DIR" -name "manifest*.json" -exec sed -i 's/studio\.org/hanzo.ai/g' {} \;
-echo "  Done"
-
-# --- 5. Smart JS/CSS/JSON display-string patching ---
-echo "[5/7] Smart JS patching..."
-python3 "$BRANDING_DIR/patch_frontend.py" "$STATIC_DIR"
-
-# --- 6. Replace the inline sidebar logo (ComfyLogo Vue component) ---
-# This is the top-left in-app mark, an inline SVG compiled into a JS chunk — a
-# different asset from the file-based logos handled in step 1.
-echo "[6/7] Replacing in-app sidebar logo..."
-python3 "$BRANDING_DIR/patch_sidebar_logo.py" "$STATIC_DIR"
-
-# --- 7. Apply the black + Hanzo-purple theme ---
-# Installs hanzo-theme.css, injects it as the last stylesheet in index.html, and
-# rewrites the "dark" palette's canvas clear color to pure black.
-echo "[7/8] Applying black + purple theme..."
-python3 "$BRANDING_DIR/patch_theme.py" "$STATIC_DIR" "$BRANDING_DIR"
-
-# --- 8. Seed the default 25-tab fashion workspace ---
-# Injects a <head> bootstrap that pre-populates the localStorage keys the
-# frontend reads to restore open workflow tabs. Idempotent; bump SEED_VERSION
-# in patch_workspace_seed.py to force existing profiles to re-seed once.
-echo "[8/9] Seeding default workspace tabs..."
-python3 "$BRANDING_DIR/patch_workspace_seed.py" "$STATIC_DIR"
-
-# --- 9. Inject the Copilot sidebar chat (frontend bundle + on-brand CSS) ---
-# Copies hanzo-copilot.{js,css} into static/ and injects them into index.html
-# (CSS link in <head>, deferred <script> before </body>). Pairs with the backend
-# route POST /v1/copilot/chat. Idempotent; bump BUNDLE_VERSION in patch_copilot.py.
-echo "[9/11] Injecting Copilot..."
-python3 "$BRANDING_DIR/patch_copilot.py" "$STATIC_DIR" "$BRANDING_DIR"
-
-# --- 10. Inject the Identity user menu (frontend bundle + on-brand CSS) ---
-# Top-right user pill driven by GET /v1/session: login/logout, org switcher,
-# project scope, Console link. Idempotent; bump BUNDLE_VERSION in patch_identity.py.
-echo "[10/11] Injecting Identity menu..."
-python3 "$BRANDING_DIR/patch_identity.py" "$STATIC_DIR" "$BRANDING_DIR"
-
-# --- 11. De-Comfy remaining English display strings ---
-# Sweeps the served English bundle for user-visible 'ComfyUI'/'Comfy' -> Studio
-# that the curated phrase list in patch_frontend.py cannot reach (mid-string),
-# plus the Settings dialog section headers. Runs LAST so it mops up everything.
-echo "[11/12] De-Comfy display strings..."
-python3 "$BRANDING_DIR/patch_destring.py" "$STATIC_DIR"
-
-# --- 12. Force "Nodes 2.0" (Comfy.VueNodes.Enabled) on, remove the toggles ---
-# studio.hanzo.ai ships the modern DOM node renderer as the only node design:
-# default the setting on, hide it from the Settings dialog (type:hidden), and
-# drop the logo-menu switch. Idempotent; see patch_vuenodes.py.
-echo "[12/13] Forcing Nodes 2.0 on (no toggle)..."
-python3 "$BRANDING_DIR/patch_vuenodes.py" "$STATIC_DIR"
-
-# --- 13. Inject the deep-link opener (open + optionally run a workflow by URL) ---
-# ?org=<org>&workflow=<path>&run=1 sets the session org, loads the saved workflow,
-# and queues it (dispatching to the org's BYO-GPU). Idempotent; see patch_deeplink.py.
-echo "[13/13] Injecting deep-link opener..."
-python3 "$BRANDING_DIR/patch_deeplink.py" "$STATIC_DIR" "$BRANDING_DIR"
-
-echo "=== Hanzo Studio branding complete ==="
@@ -1,127 +0,0 @@
-#!/usr/bin/env python3
-"""Headless smoke test for the Copilot frontend bundle (hanzo-copilot.js).
-
-Loads the REAL bundle into a page against a stub window.app / window.LiteGraph
-(a minimal LiteGraph subset) and asserts:
-  1. window.HanzoCopilot.applyOps mutates the mock graph: add / connect /
-     set_widget / set_prompt / move / delete / layout / queue.
-  2. The sidebar tab registers and its render(el) builds the chat panel DOM.
-
-This is the frontend half of the copilot tests. Live end-to-end (the panel
-talking to POST /v1/copilot/chat) needs the one server restart that registers
-the backend route; the bundle itself is exercised here without a server.
-
-Run:  python3 branding/copilot_smoke.py        (needs: pip install playwright)
-"""
-import os
-import sys
-
-from playwright.sync_api import sync_playwright
-
-BUNDLE = os.path.join(os.path.dirname(os.path.abspath(__file__)), "hanzo-copilot.js")
-
-# Stub LiteGraph + app: the smallest surface applyOps touches.
-STUB = """
-window.__connections = [];
-window.__queued = null;
-window.LiteGraph = {
-  _id: 1000,
-  createNode(type) {
-    return {
-      type, id: ++window.LiteGraph._id, pos: [0, 0], size: [200, 100],
-      inputs: [{ name: 'image' }, { name: 'model' }],
-      outputs: [{ name: 'IMAGE' }],
-      widgets: [{ name: 'text', value: '' }, { name: 'seed', value: 0 }],
-      connect(outIdx, target, inIdx) {
-        window.__connections.push({ from: this.id, outIdx, to: target.id, inIdx });
-        return true;
-      },
-    };
-  },
-};
-(function () {
-  var nodes = [];
-  window.__nodes = nodes;
-  window.app = {
-    extensionManager: { registerSidebarTab(t) { window.__tab = t; } },
-    graph: {
-      _nodes: nodes, links: {},
-      add(n) { nodes.push(n); },
-      remove(n) { var i = nodes.indexOf(n); if (i >= 0) nodes.splice(i, 1); },
-      getNodeById(id) { return nodes.find(function (n) { return n.id == id; }) || null; },
-      setDirtyCanvas() {},
-    },
-    queuePrompt(n) { window.__queued = n; },
-    async graphToPrompt() { return { output: {} }; },
-  };
-})();
-"""
-
-OPS = [
-    {"op": "add_node", "type": "CLIPTextEncode", "id": "pos", "pos": [10, 20]},
-    {"op": "add_node", "type": "SaveImage", "id": "save"},
-    {"op": "set_prompt", "node_id": "pos", "text": "a red one-piece at golden hour"},
-    {"op": "set_widget", "node_id": "save", "name": "seed", "value": 7},
-    {"op": "connect", "from_node": "pos", "from_slot": "IMAGE", "to_node": "save", "to_slot": "image"},
-    {"op": "move_node", "node_id": "save", "pos": [300, 40]},
-    {"op": "layout"},
-    {"op": "queue"},
-    {"op": "delete_node", "node_id": "pos"},
-    {"op": "bogus", "node_id": "pos"},
-]
-
-
-def main() -> int:
-    with sync_playwright() as p:
-        browser = p.chromium.launch()
-        page = browser.new_page()
-        page.set_content("<!doctype html><html><head></head><body></body></html>")
-        page.evaluate(STUB)
-        page.add_script_tag(path=BUNDLE)
-
-        assert page.evaluate("typeof window.HanzoCopilot") == "object", "HanzoCopilot not exposed"
-
-        # Apply the op batch against the mock graph.
-        res = page.evaluate("(ops) => window.HanzoCopilot.applyOps(ops)", OPS)
-        print("applyOps ->", res)
-
-        nodes = page.evaluate("window.__nodes.map(function(n){return {id:n.id,type:n.type,pos:n.pos};})")
-        conns = page.evaluate("window.__connections")
-        queued = page.evaluate("window.__queued")
-        save_seed = page.evaluate(
-            "(function(){var n=window.__nodes.find(function(x){return x.type=='SaveImage';});"
-            "return n.widgets.find(function(w){return w.name=='seed';}).value;})()"
-        )
-
-        # 2 added, then 1 deleted -> only SaveImage remains.
-        types = sorted(n["type"] for n in nodes)
-        assert types == ["SaveImage"], f"expected only SaveImage after delete, got {types}"
-        assert len(conns) == 1 and conns[0]["outIdx"] == 0 and conns[0]["inIdx"] == 0, f"bad connect: {conns}"
-        assert save_seed == 7, f"set_widget failed: seed={save_seed}"
-        assert queued == 0, f"queue op did not fire: {queued}"
-        # bogus op is skipped, not thrown, and noted.
-        assert any("bogus" in note for note in res["notes"]), f"bogus op not noted: {res['notes']}"
-        # 8 good ops applied (add,add,set_prompt,set_widget,connect,move,layout,queue,delete = 9);
-        # bogus skipped.
-        assert res["applied"] == 9, f"expected 9 applied, got {res['applied']}"
-
-        # Sidebar tab registered; render builds the panel.
-        page.wait_for_function("() => window.__tab !== undefined", timeout=5000)
-        tab = page.evaluate("({id: window.__tab.id, title: window.__tab.title, icon: window.__tab.icon})")
-        assert tab["id"] == "hanzo-copilot", f"bad tab id: {tab}"
-        panel = page.evaluate(
-            "(function(){var d=document.createElement('div');document.body.appendChild(d);"
-            "window.__tab.render(d);return {panel:d.classList.contains('hanzo-copilot'),"
-            "chips:d.querySelectorAll('.hz-chip').length,input:!!d.querySelector('textarea')};})()"
-        )
-        assert panel["panel"] and panel["input"] and panel["chips"] >= 3, f"panel not built: {panel}"
-
-        browser.close()
-        print("tab ->", tab)
-        print("panel ->", panel)
-        print("PASS: copilot frontend smoke")
-        return 0
-
-
-if __name__ == "__main__":
-    sys.exit(main())
@@ -1,10 +0,0 @@
-<svg viewBox="0 0 64 64" xmlns="http://www.w3.org/2000/svg">
-  <rect width="64" height="64" rx="8" fill="#000000"/>
-  <g transform="translate(8, 8) scale(0.716)">
-    <path d="M22.21 67V44.6369H0V67H22.21Z" fill="#ffffff"/>
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--- a/Show More
+++ b/Show More
Author	SHA1	Message	Date
Jedrzej KosinskiandGitHub	5e1ff7b0d7	Merge branch 'master' into node-essentials-category	2026-02-20 23:40:42 -08:00
bymyself	d1b46d3359	fix: swap essentials_category from CLIPTextEncode to PrimitiveStringMultiline Remove CLIPTextEncode from Basics essentials category and add PrimitiveStringMultiline (String Multiline) in its place. Amp-Thread-ID: https://ampcode.com/threads/T-019c7efb-d916-7244-8c43-77b615ba0622	2026-02-20 23:16:55 -08:00