diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 0c7fcf9..b63c428 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -8,3 +8,5 @@ repos:
     language: python
     pass_filenames: false
     additional_dependencies: [pyyaml, tabulate]  # Add this line to specify the dependency
+    exclude: ^((?!main).)*$
+
diff --git a/action.yml b/action.yml
index ef8fb39..85f3fac 100644
--- a/action.yml
+++ b/action.yml
@@ -84,149 +84,30 @@ runs:
     ##  |   -----------     ::: |         `-'       `--'      ##
     ##  `-----------------------'                             ##
     ############################################################
-    - name: '[Unix] Auth to GCS'
-      uses: "google-github-actions/auth@v2"
-      if: ${{ inputs.os != 'windows' }}
-      with:
-        credentials_json: "${{ inputs.google_credentials }}"
 
-    - name: '[Unix] Setup Conda'
-      uses: conda-incubator/setup-miniconda@v3.0.3
-      if: ${{ inputs.os != 'windows' }}
+    - name: Set up Node.js (required for using actions/github-script)
+      uses: actions/setup-node@v2
       with:
-        activate-environment: gha-comfyui-${{ inputs.python_version }}-${{ inputs.torch_version }}
-        miniconda-version: "latest"
-        auto-activate-base: false
-        python-version: ${{ inputs.python_version }}
-
-    - name: '[Unix-Mac-Only] Install Pytorch nightly'
-      if: ${{ inputs.os == 'macos' }}
-      shell: bash -el {0}
-      run: |
-        conda install pytorch torchvision torchaudio -c pytorch-nightly
-
-    - name: '[Unix-Linux-Only] Install Pytorch'
-      if: ${{ inputs.os == 'linux' }}
-      shell: bash -el {0}
-      run: |
-        conda install pytorch torchvision torchaudio pytorch-cuda=${{ inputs.cuda_version}} -c pytorch -c nvidia
-
-    - name: '[Unix] Install dependencies'
-      if: ${{ inputs.os != 'windows' }}
-      shell: bash -el {0}
-      run: |
-        which pip3
-        pip3 install -r requirements.txt
-
-    - name: '[Unix] Check conda environment'
-      if: ${{ inputs.os != 'windows' }}
-      run: |
-        conda info
-        conda list
-      shell: bash -el {0}
-
-    - name: '[Unix] Download models'
-      if: ${{ inputs.os != 'windows' }}
-      shell: bash -el {0}
-      run: |
-        cd ${{ github.action_path }}
-        pip3 install -r requirements.txt
-        python default-models-prep.py --cache-directory ~/.cache/comfy-actions-runner/modelcache --live-directory "$GITHUB_WORKSPACE/models"
-
-    - name: '[Unix] Run ComfyUI quick test'
-      if: ${{ inputs.os != 'windows' && inputs.skip_quick_ci != 'true' }}
-      shell: bash -el {0}
-      run: |
-        python3 main.py --quick-test-for-ci
-
-    - name: '[Unix] Run ComfyUI'
-      if: ${{ inputs.os != 'windows' }}
-      shell: bash -el {0}
-      run: |
-        python3 main.py > application.log 2>&1 &
-
-    - name: '[Unix] Check if the server is running'
-      if: ${{ inputs.os != 'windows' }}
-      run: |
-        cd ${{ github.action_path }}
-        python3 poll_server_start.py > application.log 2>&1
-      shell: bash -el {0}
-
-    - name: '[Unix] Get Commit Details'
-      id: unix_get_commit_details
-      if: ${{ inputs.os != 'windows' }}
-      shell: bash -el {0}
-      run: |
-        TIMESTAMP=$(git show -s --format=%cI HEAD^)
-        MESSAGE=$(git show -s --format=%s HEAD^)
-        COMMIT_HASH=$(git rev-parse HEAD^)
-        echo "Commit time: $TIMESTAMP"
-        echo "Commit title: $MESSAGE"
-        echo "Commit hash: $COMMIT_HASH"
-        echo "commit_time=$TIMESTAMP" >> $GITHUB_OUTPUT
-        echo "commit_title=$MESSAGE" >> $GITHUB_OUTPUT
-        echo "commit_hash=$COMMIT_HASH" >> $GITHUB_OUTPUT
-
-    - name: '[Unix] Run Python Action'
-      id: unix_action
-      if: ${{ inputs.os != 'windows' }}
-      shell: bash -el {0}
-      run: |
-        cd ${{ github.action_path }}
-        echo "Running workflows: ${{ inputs.workflow_filenames }}"
-        python3 action.py \
-          --comfy-workflow-names ${{ inputs.workflow_filenames }} \
-          --github-action-workflow-name "${{ github.workflow }}" \
-          --os "${{ inputs.os }}" \
-          --run-id "${{ github.run_id }}" \
-          --gsc-bucket-name "${{ inputs.gcs_bucket_name }}" \
-          --workspace-path "${{ github.workspace }}" \
-          --output-file-prefix ${{ inputs.output_prefix }} \
-          --repo "${{ github.repository }}" \
-          --commit-hash "${{ steps.unix_get_commit_details.outputs.commit_hash }}" \
-          --commit-time "${{ steps.unix_get_commit_details.outputs.commit_time }}" \
-          --commit-message "${{ steps.unix_get_commit_details.outputs.commit_title }}" \
-          --branch-name "${{ github.ref_name }}" \
-          --api-endpoint "${{ inputs.api_endpoint }}" \
-          ${{ inputs.comfyui_flags }}
+        node-version: '14'
 
-    # - name: '[Unix] Sleep for 10 minutes on failure'
-    #   if: ${{ inputs.os != 'windows' && failure() }}
-    #   shell: "bash"
-    #   run: sleep 600
-
-    - name: '[Unix] Upload Output Files'
-      uses: actions/upload-artifact@v4
-      if: ${{ inputs.os != 'windows' && ( success() || failure() ) }}
-      with:
-        name: output-files-${{ github.job }}-${{ inputs.os }}-${{inputs.workflow_name}}-${{ github.run_id }}
-        path: ${{ github.workspace }}/output/**
-
-    - name: '[Unix] Upload log file to GCS'
-      if: ${{ inputs.os != 'windows' && ( success() || failure() ) }}
-      id: unix_upload-log-files
-      uses: google-github-actions/upload-cloud-storage@v2
-      with:
-        path: ${{ github.workspace }}/application.log
-        destination: ${{ inputs.gcs_bucket_name }}/logs/${{ github.job }}-${{ inputs.os }}-${{ inputs.workflow_name }}-run${{ github.run_id }}
-
-    - name: '[Unix] Upload log file'
-      if: ${{ inputs.os != 'windows' && ( success() || failure() ) }}
-      uses: actions/upload-artifact@v4
+    - name: Print Inputs
+      uses: actions/github-script@v5
       with:
-        name: app-logs-${{ github.job }}-${{ inputs.os }}-${{inputs.workflow_name}}-${{ github.run_id }}
-        path: ${{ github.workspace }}/application.log
-
-    - name: '[Unix] Cleanup output files only'
-      if: ${{ inputs.os != 'windows' && ( success() || failure() ) }}
-      shell: bash -el {0}
-      run: rm -rf ${{ github.workspace }}/*
-
-    # - name: '[Unix] Cleanup Conda'
-    #   if: ${{ inputs.os != 'windows' && ( success() || failure() ) }}
-    #   shell: bash -el {0}
-    #   run: conda deactivate && conda env remove --name comfyui && conda clean -all
-
+        script: |
+          console.log(`Operating System: ${{ github.event.inputs.os }}`);
+          console.log(`Python Version: ${{ github.event.inputs.python_version }}`);
+          console.log(`CUDA Version: ${{ github.event.inputs.cuda_version }}`);
+          console.log(`Pytorch Version: ${{ github.event.inputs.torch_version }}`);
+          console.log(`Models JSON: ${{ github.event.inputs['models-json'] }}`);
+          console.log(`Workflow Filenames: ${{ github.event.inputs.workflow_filenames }}`);
+          console.log(`ComfyUI Flags: ${{ github.event.inputs.comfyui_flags }}`);
+          console.log(`Workflow Raw JSON: ${{ github.event.inputs.workflow_raw_json }}`);
+          console.log(`Timeout: ${{ github.event.inputs.timeout }}`);
+          console.log(`Google Credentials: ${{ github.event.inputs.google_credentials }}`);
+          console.log(`GCS Bucket Name: ${{ github.event.inputs.gcs_bucket_name }}`);
+          console.log(`Output Prefix: ${{ github.event.inputs.output_prefix }}`);
+          console.log(`API Endpoint: ${{ github.event.inputs.api_endpoint }}`);
+          console.log(`Skip QuickCI: ${{ github.event.inputs.skip_quickci }}`);
 
     #####################################################################################
     ##                           Windows Steps (F**k powershell)                       ##
@@ -248,145 +129,3 @@ runs:
     ##                                                                                 ##
     ##                                                                                 ##
     #####################################################################################
-
-
-    - name: '[Win] Auth to GCS'
-      uses: "google-github-actions/auth@v2"
-      if: ${{ inputs.os == 'windows' }}
-      with:
-        credentials_json: "${{ inputs.google_credentials }}"
-
-    - name: '[Win] Setup Conda'
-      uses: conda-incubator/setup-miniconda@v3.0.3
-      if: ${{ inputs.os == 'windows' }}
-      with:
-        activate-environment: gha-comfyui-${{ inputs.python_version }}-${{ inputs.torch_version }}
-        miniconda-version: "latest"
-        python-version: ${{ inputs.python_version }}
-      continue-on-error: true
-
-    - name: '[Win-Only] Install Pytorch'
-      if: ${{ inputs.os == 'windows' }}
-      shell: powershell
-      run: |
-        conda activate gha-comfyui-${{ inputs.python_version }}-${{ inputs.torch_version }}
-        Get-Command pip
-        pip3 install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu121
-
-    - name: '[Win] Install dependencies'
-      if: ${{ inputs.os == 'windows' }}
-      shell: powershell
-      run: |
-        conda activate gha-comfyui-${{ inputs.python_version }}-${{ inputs.torch_version }}
-        pip install -r requirements.txt
-
-    - name: "[Win] Check conda environment"
-      if: ${{ inputs.os == 'windows' }}
-      run: |
-        conda activate gha-comfyui-${{ inputs.python_version }}-${{ inputs.torch_version }}
-        conda info
-        conda list
-      shell: powershell
-
-    - name: '[Win] Download models'
-      if: ${{ inputs.os == 'windows' }}
-      run: |
-        conda activate gha-comfyui-${{ inputs.python_version }}-${{ inputs.torch_version }}
-        cd $Env:GITHUB_ACTION_PATH
-        pip install -r requirements.txt
-        python default-models-prep.py --cache-directory C:\actions-runner\modelcache --live-directory "$Env:GITHUB_WORKSPACE/models"
-      shell: powershell
-
-    - name: '[Win] Run ComfyUI quick test'
-      if: ${{ inputs.os == 'windows' && inputs.skip_quick_ci != 'true' }}
-      shell: powershell
-      run: |
-        conda activate gha-comfyui-${{ inputs.python_version }}-${{ inputs.torch_version }}
-        python $Env:GITHUB_WORKSPACE/main.py --quick-test-for-ci
-
-    - name: '[Win] Run ComfyUI'
-      if: ${{ inputs.os == 'windows' }}
-      shell: powershell
-      run: |
-        $envGithubWorkspace = $Env:GITHUB_WORKSPACE
-        Write-Output "##############################"
-        Write-Output $envGithubWorkspace
-        Write-Output "##############################"
-        conda activate gha-comfyui-${{ inputs.python_version }}-${{ inputs.torch_version }}
-        Start-Process powershell -ArgumentList "-File", "${{ github.action_path }}\start-server.ps1", "-GITHUB_WORKSPACE", "`"$envGithubWorkspace`"", "-CondaEnv", "`"gha-comfyui-${{ inputs.python_version }}-${{ inputs.torch_version }}`""
-
-    - name: '[Win] Check if the server is running'
-      if: ${{ inputs.os == 'windows' }}
-      run: |
-        cd $Env:GITHUB_ACTION_PATH
-        conda activate gha-comfyui-${{ inputs.python_version }}-${{ inputs.torch_version }}
-        python poll_server_start.py
-      shell: powershell
-
-    - name: '[Win] Get Commit Details'
-      id: win_get_commit_details
-      if: ${{ inputs.os == 'windows' }}
-      shell: powershell
-      run: |
-        $timestamp = git show -s --format=%cI HEAD^
-        $message = git show -s --format=%s HEAD^
-        $commit_hash = git rev-parse HEAD^
-        "commit_time=$timestamp" | Out-File -FilePath $Env:GITHUB_OUTPUT -Append
-        "commit_title=$message" | Out-File -FilePath $Env:GITHUB_OUTPUT -Append
-        "commit_hash=$commit_hash" | Out-File -FilePath $Env:GITHUB_OUTPUT -Append
-
-    - name: '[Win] Run Python Action'
-      id: windows_action
-      if: ${{ inputs.os == 'windows' }}
-      shell: powershell
-      run: |
-        cd $Env:GITHUB_ACTION_PATH
-        conda activate gha-comfyui-${{ inputs.python_version }}-${{ inputs.torch_version }}
-        Write-Host "Running workflows: ${{ inputs.workflow_filenames }}"
-        python action.py `
-          --comfy-workflow-names "${{ inputs.workflow_filenames }}" `
-          --github-action-workflow-name "${{ github.workflow }}" `
-          --os "${{ inputs.os }}" `
-          --run-id "${{ github.run_id }}" `
-          --gsc-bucket-name "${{ inputs.gcs_bucket_name }}" `
-          --workspace-path "${{ github.workspace }}" `
-          --output-file-prefix "${{ inputs.output_prefix }}" `
-          --repo "${{ github.repository }}" `
-          --commit-hash "${{ steps.win_get_commit_details.outputs.commit_hash }}" `
-          --commit-time "${{ steps.win_get_commit_details.outputs.commit_time }}" `
-          --commit-message "${{ steps.win_get_commit_details.outputs.commit_title }}" `
-          --branch-name "${{ github.ref_name }}" `
-          --api-endpoint "${{ inputs.api_endpoint }}" `
-          ${{ inputs.comfyui_flags }}
-
-    - name: '[Win] Upload Output Files'
-      uses: actions/upload-artifact@v4
-      if: ${{ inputs.os == 'windows' && ( success() || failure() ) }}
-      with:
-        name: output-files-${{ github.job }}-${{ inputs.os }}-${{inputs.workflow_name}}-${{ github.run_id }}
-        path: ${{ github.workspace }}/output/**
-
-    - name: '[Win] Upload log file to GCS'
-      if: ${{ ( success() || failure() ) && inputs.os == 'windows'}}
-      id: win_upload-log-files
-      uses: google-github-actions/upload-cloud-storage@v2
-      with:
-        path: ${{ github.workspace }}/application.log
-        destination: ${{ inputs.gcs_bucket_name }}/logs/${{ github.job }}-${{ inputs.os }}-${{ inputs.workflow_name }}-run${{ github.run_id }}
-
-    - name: '[Win] Upload log file'
-      uses: actions/upload-artifact@v4
-      if: ${{ inputs.os == 'windows' && ( success() || failure() ) }}
-      with:
-        name: app-logs-${{ github.job }}-${{ inputs.os }}-${{inputs.workflow_name}}-${{ github.run_id }}
-        path: ${{ github.workspace }}/application.log
-
-    # - name: '[Win] Sleep for 10 minutes on failure'
-    #   if: ${{ inputs.os == 'windows' && failure() }}
-    #   shell: powershell
-    #   run: Start-Sleep -Seconds 600
-
-    - name: '[Win] Cleanup output files only'
-      if: ${{ inputs.os == 'windows' && ( success() || failure() ) }}
-      shell: powershell
-      run: Remove-Item -Path "${{ github.workspace }}/output/*" -Recurse -Force