feat: fold release summary into the unified PR report comment

Convert comment-release-links to upsert a release / desktop-release section
into the shared COMFYUI_FRONTEND_PR_REPORT comment instead of posting a
separate release-summary comment.

.github/actions/comment-release-links/action.yaml

@@ -1,5 +1,5 @@
 name: Post Release Summary Comment
-description: Post or update a PR comment summarizing release links with diff, derived versions, and optional extras.
+description: Upsert a release-links section (diff, derived versions, optional extras) into the unified PR report comment.
 author: ComfyUI Frontend Team
 
 inputs:
@@ -49,7 +49,7 @@ runs:
           exit 1
         fi
 
-        MARKER='release-summary'
+        SECTION_NAME='release'
         MESSAGE='Publish jobs finished successfully:'
         LINKS_VALUE=''
 
@@ -60,7 +60,7 @@ runs:
               'npm types|https://www.npmjs.com/package/@comfyorg/comfyui-frontend-types/v/{{version}}')
             ;;
           apps/desktop-ui/package.json)
-            MARKER='desktop-release-summary'
+            SECTION_NAME='desktop-release'
             LINKS_VALUE='npm desktop UI|https://www.npmjs.com/package/@comfyorg/desktop-ui/v/{{version}}'
             ;;
         esac
@@ -71,7 +71,6 @@ runs:
         COMMENT_FILE=$(mktemp)
 
         {
-          echo "<!--$MARKER:$DIFF_PREFIX$NEW_VERSION-->"
           echo "$MESSAGE"
           echo ""
           echo "- $DIFF_LABEL: [\`$DIFF_PREFIX$PREV_VERSION...$DIFF_PREFIX$NEW_VERSION\`]($DIFF_URL)"
@@ -99,21 +98,14 @@ runs:
           echo "COMMENT_BODY_END_MARKER"
         } >> "$GITHUB_OUTPUT"
         echo "prev_version=$PREV_VERSION" >> "$GITHUB_OUTPUT"
-        echo "marker_search=<!--$MARKER:" >> "$GITHUB_OUTPUT"
+        echo "section_name=$SECTION_NAME" >> "$GITHUB_OUTPUT"
         echo "new_version=$NEW_VERSION" >> "$GITHUB_OUTPUT"
 
-    - name: Find existing comment
-      id: find
-      uses: peter-evans/find-comment@b30e6a3c0ed37e7c023ccd3f1db5c6c0b0c23aad # v4.0.0
+    - name: Upsert release section into unified report
+      uses: ./.github/actions/upsert-comment-section
       with:
-        issue-number: ${{ inputs.issue-number || github.event.pull_request.number }}
-        comment-author: github-actions[bot]
-        body-includes: ${{ steps.build.outputs.marker_search }}
-
-    - name: Post or update comment
-      uses: peter-evans/create-or-update-comment@e8674b075228eee787fea43ef493e45ece1004c9 # v5.0.0
-      with:
-        issue-number: ${{ inputs.issue-number || github.event.pull_request.number }}
-        comment-id: ${{ steps.find.outputs.comment-id }}
-        body: ${{ steps.build.outputs.body }}
-        edit-mode: replace
+        pr-number: ${{ inputs.issue-number || github.event.pull_request.number }}
+        section-name: ${{ steps.build.outputs.section_name }}
+        section-content: ${{ steps.build.outputs.body }}
+        comment-marker: '<!-- COMFYUI_FRONTEND_PR_REPORT -->'
+        token: ${{ github.token }}

.github/actions/upsert-comment-section/action.yaml

@@ -1,21 +1,22 @@
 name: Upsert Comment Section
 description: >
   Manage a consolidated PR comment with independently-updatable sections.
-  All website CI workflows share the marker <!-- WEBSITE_CI_REPORT -->.
-  Valid section names: "e2e", "preview", "screenshot-update".
+  Multiple CI workflows can share the same comment by using the same
+  comment-marker and different section-names. Each workflow upserts only
+  its own section, leaving other sections intact.
 
 inputs:
   pr-number:
     description: PR number to comment on
     required: true
   section-name:
-    description: 'Section identifier: "e2e", "preview", or "screenshot-update"'
+    description: 'Section identifier (e.g. "playwright", "storybook", "e2e", "preview")'
     required: true
   section-content:
     description: Markdown content for this section
     required: true
   comment-marker:
-    description: Top-level HTML comment marker (must be <!-- WEBSITE_CI_REPORT --> for all callers)
+    description: Top-level HTML comment marker shared by all sections in this comment
     required: true
   token:
     description: GitHub token with pull-requests write permission
@@ -38,6 +39,10 @@ runs:
           const sectionContent = process.env.INPUT_SECTION_CONTENT
           const commentMarker = process.env.INPUT_COMMENT_MARKER
 
+          if (!/^[a-z0-9-]+$/.test(sectionName)) {
+            throw new Error(`Invalid section-name: ${sectionName}`)
+          }
+
           const sectionStart = `<!-- section:${sectionName}:start -->`
           const sectionEnd = `<!-- section:${sectionName}:end -->`
           const sectionBlock = `${sectionStart}\n${sectionContent}\n${sectionEnd}`

.github/workflows/ci-dist-telemetry-scan.yaml

@@ -109,3 +109,27 @@ jobs:
             exit 1
           fi
           echo '✅ No PostHog references found'
+
+      - name: Scan dist for Customer.io telemetry references
+        run: |
+          set -euo pipefail
+          echo '🔍 Scanning for Customer.io references...'
+          if rg --no-ignore -n \
+            -g '*.html' \
+            -g '*.js' \
+            -e 'CustomerIoTelemetryProvider' \
+            -e '@customerio/cdp-analytics-browser' \
+            -e 'customerio-gist-web' \
+            -e '(?i)cdp\.customer\.io' \
+            -e 'Comfy\.CustomerIo' \
+            dist; then
+            echo '❌ ERROR: Customer.io references found in dist assets!'
+            echo 'Customer.io must be properly tree-shaken from OSS builds.'
+            echo ''
+            echo 'To fix this:'
+            echo '1. Use the TelemetryProvider pattern (see src/platform/telemetry/)'
+            echo '2. Call telemetry via useTelemetry() hook'
+            echo '3. Use conditional dynamic imports behind isCloud checks'
+            exit 1
+          fi
+          echo '✅ No Customer.io references found'

.github/workflows/ci-tests-e2e-forks.yaml

@@ -38,16 +38,15 @@ jobs:
         id: pr
         uses: ./.github/actions/resolve-pr-from-workflow-run
 
-      - name: Handle Test Start
+      - name: Handle Test Start — upsert playwright starting section
         if: steps.pr.outputs.skip != 'true' && github.event.action == 'requested'
-        env:
-          GITHUB_TOKEN: ${{ github.token }}
-        run: |
-          chmod +x scripts/cicd/pr-playwright-deploy-and-comment.sh
-          ./scripts/cicd/pr-playwright-deploy-and-comment.sh \
-            "${{ steps.pr.outputs.number }}" \
-            "${{ github.event.workflow_run.head_branch }}" \
-            "starting"
+        uses: ./.github/actions/upsert-comment-section
+        with:
+          pr-number: ${{ steps.pr.outputs.number }}
+          section-name: playwright
+          section-content: '## 🎭 Playwright: ⏳ Running...'
+          comment-marker: '<!-- COMFYUI_FRONTEND_PR_REPORT -->'
+          token: ${{ github.token }}
 
       - name: Download and Deploy Reports
         if: steps.pr.outputs.skip != 'true' && github.event.action == 'completed'
@@ -59,13 +58,15 @@ jobs:
           path: reports
           if_no_artifact_found: warn
 
-      - name: Handle Test Completion
+      - name: Handle Test Completion — deploy and generate section
         if: steps.pr.outputs.skip != 'true' && github.event.action == 'completed' && hashFiles('reports/**') != ''
         env:
           CLOUDFLARE_API_TOKEN: ${{ secrets.CLOUDFLARE_API_TOKEN }}
           CLOUDFLARE_ACCOUNT_ID: ${{ secrets.CLOUDFLARE_ACCOUNT_ID }}
           GITHUB_TOKEN: ${{ github.token }}
           GITHUB_SHA: ${{ github.event.workflow_run.head_sha }}
+          SUMMARY_FILE: playwright-section.md
+          BRANCH_NAME: ${{ github.event.workflow_run.head_branch }}
         run: |
           # Rename merged report if exists
           [ -d "reports/playwright-report-chromium-merged" ] && \
@@ -74,5 +75,22 @@ jobs:
           chmod +x scripts/cicd/pr-playwright-deploy-and-comment.sh
           ./scripts/cicd/pr-playwright-deploy-and-comment.sh \
             "${{ steps.pr.outputs.number }}" \
-            "${{ github.event.workflow_run.head_branch }}" \
+            "$BRANCH_NAME" \
             "completed"
+
+      - name: Read playwright section
+        id: section
+        if: steps.pr.outputs.skip != 'true' && github.event.action == 'completed' && hashFiles('playwright-section.md') != ''
+        uses: juliangruber/read-file-action@b549046febe0fe86f8cb4f93c24e284433f9ab58 # v1.1.7
+        with:
+          path: playwright-section.md
+
+      - name: Upsert playwright section into unified report
+        if: steps.pr.outputs.skip != 'true' && github.event.action == 'completed' && steps.section.outputs.content != ''
+        uses: ./.github/actions/upsert-comment-section
+        with:
+          pr-number: ${{ steps.pr.outputs.number }}
+          section-name: playwright
+          section-content: ${{ steps.section.outputs.content }}
+          comment-marker: '<!-- COMFYUI_FRONTEND_PR_REPORT -->'
+          token: ${{ github.token }}

.github/workflows/ci-tests-e2e.yaml

@@ -224,7 +224,7 @@ jobs:
   # when using pull_request event, we have permission to comment directly
   # if its a forked repo, we need to use workflow_run event in a separate workflow (pr-playwright-deploy.yaml)
 
-  # Post starting comment for non-forked PRs
+  # Post starting section into the unified PR report comment for non-forked PRs
   comment-on-pr-start:
     needs: changes
     runs-on: ubuntu-latest
@@ -240,17 +240,16 @@ jobs:
       - name: Checkout repository
         uses: actions/checkout@v6
 
-      - name: Post starting comment
-        env:
-          GITHUB_TOKEN: ${{ github.token }}
-        run: |
-          chmod +x scripts/cicd/pr-playwright-deploy-and-comment.sh
-          ./scripts/cicd/pr-playwright-deploy-and-comment.sh \
-            "${{ github.event.pull_request.number }}" \
-            "${{ github.head_ref }}" \
-            "starting"
+      - name: Upsert playwright starting section into unified report
+        uses: ./.github/actions/upsert-comment-section
+        with:
+          pr-number: ${{ github.event.pull_request.number }}
+          section-name: playwright
+          section-content: '## 🎭 Playwright: ⏳ Running...'
+          comment-marker: '<!-- COMFYUI_FRONTEND_PR_REPORT -->'
+          token: ${{ github.token }}
 
-  # Deploy and comment for non-forked PRs only
+  # Deploy and upsert final playwright section for non-forked PRs only
   deploy-and-comment:
     needs: [changes, playwright-tests, merge-reports]
     runs-on: ubuntu-latest
@@ -274,15 +273,34 @@ jobs:
           pattern: playwright-report-*
           path: reports
 
-      - name: Deploy reports and comment on PR
+      - name: Deploy reports and generate section
         env:
           CLOUDFLARE_API_TOKEN: ${{ secrets.CLOUDFLARE_API_TOKEN }}
           CLOUDFLARE_ACCOUNT_ID: ${{ secrets.CLOUDFLARE_ACCOUNT_ID }}
           GITHUB_TOKEN: ${{ github.token }}
           GITHUB_SHA: ${{ github.event.pull_request.head.sha }}
+          SUMMARY_FILE: playwright-section.md
+          BRANCH_NAME: ${{ github.head_ref }}
         run: |
           bash ./scripts/cicd/pr-playwright-deploy-and-comment.sh \
             "${{ github.event.pull_request.number }}" \
-            "${{ github.head_ref }}" \
+            "$BRANCH_NAME" \
             "completed"
+
+      - name: Read playwright section
+        id: section
+        if: ${{ !cancelled() && hashFiles('playwright-section.md') != '' }}
+        uses: juliangruber/read-file-action@b549046febe0fe86f8cb4f93c24e284433f9ab58 # v1.1.7
+        with:
+          path: playwright-section.md
+
+      - name: Upsert playwright section into unified report
+        if: ${{ !cancelled() && steps.section.outputs.content != '' }}
+        uses: ./.github/actions/upsert-comment-section
+        with:
+          pr-number: ${{ github.event.pull_request.number }}
+          section-name: playwright
+          section-content: ${{ steps.section.outputs.content }}
+          comment-marker: '<!-- COMFYUI_FRONTEND_PR_REPORT -->'
+          token: ${{ github.token }}
   #### END Deployment and commenting (non-forked PRs only)

.github/workflows/ci-tests-storybook-forks.yaml

@@ -38,16 +38,15 @@ jobs:
         id: pr
         uses: ./.github/actions/resolve-pr-from-workflow-run
 
-      - name: Handle Storybook Start
+      - name: Handle Storybook Start — upsert storybook starting section
         if: steps.pr.outputs.skip != 'true' && github.event.action == 'requested'
-        env:
-          GITHUB_TOKEN: ${{ github.token }}
-        run: |
-          chmod +x scripts/cicd/pr-storybook-deploy-and-comment.sh
-          ./scripts/cicd/pr-storybook-deploy-and-comment.sh \
-            "${{ steps.pr.outputs.number }}" \
-            "${{ github.event.workflow_run.head_branch }}" \
-            "starting"
+        uses: ./.github/actions/upsert-comment-section
+        with:
+          pr-number: ${{ steps.pr.outputs.number }}
+          section-name: storybook
+          section-content: '## 🎨 Storybook: 🚧 Building...'
+          comment-marker: '<!-- COMFYUI_FRONTEND_PR_REPORT -->'
+          token: ${{ github.token }}
 
       - name: Download and Deploy Storybook
         if: steps.pr.outputs.skip != 'true' && github.event.action == 'completed' && github.event.workflow_run.conclusion == 'success'
@@ -58,7 +57,7 @@ jobs:
           name: storybook-static
           path: storybook-static
 
-      - name: Handle Storybook Completion
+      - name: Handle Storybook Completion — deploy and generate section
         if: steps.pr.outputs.skip != 'true' && github.event.action == 'completed'
         env:
           CLOUDFLARE_API_TOKEN: ${{ secrets.CLOUDFLARE_API_TOKEN }}
@@ -66,9 +65,28 @@ jobs:
           GITHUB_TOKEN: ${{ github.token }}
           WORKFLOW_CONCLUSION: ${{ github.event.workflow_run.conclusion }}
           WORKFLOW_URL: ${{ github.event.workflow_run.html_url }}
+          SUMMARY_FILE: storybook-section.md
+          BRANCH_NAME: ${{ github.event.workflow_run.head_branch }}
         run: |
           chmod +x scripts/cicd/pr-storybook-deploy-and-comment.sh
           ./scripts/cicd/pr-storybook-deploy-and-comment.sh \
             "${{ steps.pr.outputs.number }}" \
-            "${{ github.event.workflow_run.head_branch }}" \
+            "$BRANCH_NAME" \
             "completed"
+
+      - name: Read storybook section
+        id: section
+        if: steps.pr.outputs.skip != 'true' && github.event.action == 'completed' && hashFiles('storybook-section.md') != ''
+        uses: juliangruber/read-file-action@b549046febe0fe86f8cb4f93c24e284433f9ab58 # v1.1.7
+        with:
+          path: storybook-section.md
+
+      - name: Upsert storybook section into unified report
+        if: steps.pr.outputs.skip != 'true' && github.event.action == 'completed' && steps.section.outputs.content != ''
+        uses: ./.github/actions/upsert-comment-section
+        with:
+          pr-number: ${{ steps.pr.outputs.number }}
+          section-name: storybook
+          section-content: ${{ steps.section.outputs.content }}
+          comment-marker: '<!-- COMFYUI_FRONTEND_PR_REPORT -->'
+          token: ${{ github.token }}

.github/workflows/ci-tests-storybook.yaml

@@ -37,15 +37,14 @@ jobs:
       - name: Checkout repository
         uses: actions/checkout@v6
 
-      - name: Post starting comment
-        env:
-          GITHUB_TOKEN: ${{ github.token }}
-        run: |
-          chmod +x scripts/cicd/pr-storybook-deploy-and-comment.sh
-          ./scripts/cicd/pr-storybook-deploy-and-comment.sh \
-            "${{ github.event.pull_request.number }}" \
-            "${{ github.head_ref }}" \
-            "starting"
+      - name: Upsert storybook starting section into unified report
+        uses: ./.github/actions/upsert-comment-section
+        with:
+          pr-number: ${{ github.event.pull_request.number }}
+          section-name: storybook
+          section-content: '## 🎨 Storybook: 🚧 Building...'
+          comment-marker: '<!-- COMFYUI_FRONTEND_PR_REPORT -->'
+          token: ${{ github.token }}
 
   # Build Storybook for all PRs (free Cloudflare deployment)
   storybook-build:
@@ -164,19 +163,38 @@ jobs:
       - name: Make deployment script executable
         run: chmod +x scripts/cicd/pr-storybook-deploy-and-comment.sh
 
-      - name: Deploy Storybook and comment on PR
+      - name: Deploy Storybook and generate section
         env:
           CLOUDFLARE_API_TOKEN: ${{ secrets.CLOUDFLARE_API_TOKEN }}
           CLOUDFLARE_ACCOUNT_ID: ${{ secrets.CLOUDFLARE_ACCOUNT_ID }}
           GITHUB_TOKEN: ${{ github.token }}
           WORKFLOW_CONCLUSION: ${{ needs.storybook-build.outputs.conclusion }}
           WORKFLOW_URL: ${{ needs.storybook-build.outputs.workflow-url }}
+          SUMMARY_FILE: storybook-section.md
+          BRANCH_NAME: ${{ github.head_ref }}
         run: |
           ./scripts/cicd/pr-storybook-deploy-and-comment.sh \
             "${{ github.event.pull_request.number }}" \
-            "${{ github.head_ref }}" \
+            "$BRANCH_NAME" \
             "completed"
 
+      - name: Read storybook section
+        id: section
+        if: hashFiles('storybook-section.md') != ''
+        uses: juliangruber/read-file-action@b549046febe0fe86f8cb4f93c24e284433f9ab58 # v1.1.7
+        with:
+          path: storybook-section.md
+
+      - name: Upsert storybook section into unified report
+        if: steps.section.outputs.content != ''
+        uses: ./.github/actions/upsert-comment-section
+        with:
+          pr-number: ${{ github.event.pull_request.number }}
+          section-name: storybook
+          section-content: ${{ steps.section.outputs.content }}
+          comment-marker: '<!-- COMFYUI_FRONTEND_PR_REPORT -->'
+          token: ${{ github.token }}
+
   # Deploy Storybook to production URL on main branch push
   deploy-production:
     runs-on: ubuntu-latest
@@ -208,35 +226,17 @@ jobs:
     permissions:
       pull-requests: write
     steps:
-      - name: Update comment with Chromatic URLs
-        uses: actions/github-script@v8
+      - name: Checkout repository
+        uses: actions/checkout@v6
+
+      - name: Upsert Chromatic section into unified report
+        uses: ./.github/actions/upsert-comment-section
         with:
-          script: |
-            const buildUrl = '${{ needs.chromatic-deployment.outputs.chromatic-build-url }}';
-            const storybookUrl = '${{ needs.chromatic-deployment.outputs.chromatic-storybook-url }}';
-
-            // Find the existing Storybook comment
-            const { data: comments } = await github.rest.issues.listComments({
-              owner: context.repo.owner,
-              repo: context.repo.repo,
-              issue_number: ${{ github.event.pull_request.number }}
-            });
-
-            const storybookComment = comments.find(comment =>
-              comment.body.includes('<!-- STORYBOOK_BUILD_STATUS -->')
-            );
-
-            if (storybookComment && buildUrl && storybookUrl) {
-              // Append Chromatic info to existing comment
-              const updatedBody = storybookComment.body.replace(
-                /---\n(.*)$/s,
-                `---\n### 🎨 Chromatic Visual Tests\n- 📊 [View Chromatic Build](${buildUrl})\n- 📚 [View Chromatic Storybook](${storybookUrl})\n\n$1`
-              );
-
-              await github.rest.issues.updateComment({
-                owner: context.repo.owner,
-                repo: context.repo.repo,
-                comment_id: storybookComment.id,
-                body: updatedBody
-              });
-            }
+          pr-number: ${{ github.event.pull_request.number }}
+          section-name: chromatic
+          section-content: |
+            ### 🎨 Chromatic Visual Tests
+            - 📊 [View Chromatic Build](${{ needs.chromatic-deployment.outputs.chromatic-build-url }})
+            - 📚 [View Chromatic Storybook](${{ needs.chromatic-deployment.outputs.chromatic-storybook-url }})
+          comment-marker: '<!-- COMFYUI_FRONTEND_PR_REPORT -->'
+          token: ${{ github.token }}

.github/workflows/ci-website-e2e.yaml

@@ -185,7 +185,7 @@ jobs:
         with:
           pr-number: ${{ github.event.pull_request.number }}
           section-name: e2e
-          comment-marker: '<!-- WEBSITE_CI_REPORT -->'
+          comment-marker: '<!-- COMFYUI_FRONTEND_PR_REPORT -->'
           token: ${{ secrets.GITHUB_TOKEN }}
           section-content: |-
             ## 🌐 Website E2E
@@ -265,6 +265,6 @@ jobs:
         with:
           pr-number: ${{ github.event.pull_request.number }}
           section-name: e2e
-          comment-marker: '<!-- WEBSITE_CI_REPORT -->'
+          comment-marker: '<!-- COMFYUI_FRONTEND_PR_REPORT -->'
           token: ${{ secrets.GITHUB_TOKEN }}
           section-content: ${{ steps.content.outputs.section-content }}

.github/workflows/pr-cursor-review.yaml

@@ -0,0 +1,55 @@
+# Description: Team-gated multi-model Cursor review — a thin caller for the
+# reusable workflow in Comfy-Org/github-workflows, which is the single source of
+# truth for the panel, judge, prompts, and scripts. Triggered by the
+# 'cursor-review' label.
+#
+# Access control (team-only, two layers):
+#   1. Only users with triage permission or higher can apply a label in a public
+#      repo, so the public cannot trigger this.
+#   2. The reusable workflow's secret-bearing jobs do not run on fork PRs (forks
+#      get no secrets), so CURSOR_API_KEY is reachable only on internal branches.
+name: 'PR: Cursor Review'
+
+on:
+  pull_request:
+    types: [labeled, unlabeled]
+
+permissions:
+  contents: read
+  pull-requests: write
+
+concurrency:
+  # Re-labeling cancels an in-flight run for the same PR + label.
+  group: cursor-review-pr-${{ github.event.pull_request.number }}-${{ github.event.label.name }}
+  cancel-in-progress: true
+
+jobs:
+  cursor-review:
+    if: github.event.action == 'labeled' && github.event.label.name == 'cursor-review'
+    # SHA-pinned per zizmor `unpinned-uses: hash-pin`. Bump this SHA to pick up
+    # upstream changes; keep `workflows_ref` matching so prompts/scripts load
+    # from the same commit as the workflow definition.
+    uses: Comfy-Org/github-workflows/.github/workflows/cursor-review.yml@047ca48febe3a6647608ed2e0c4331b491cb9d6a # github-workflows#9
+    with:
+      # Overriding diff_excludes replaces the reusable default wholesale, so
+      # this restates the generated/vendored defaults and adds this repo's heavy
+      # paths (Playwright snapshots, generated manager types).
+      diff_excludes: >-
+        :!**/package-lock.json
+        :!**/yarn.lock
+        :!**/pnpm-lock.yaml
+        :!**/node_modules/**
+        :!**/.claude/**
+        :!**/dist/**
+        :!**/vendor/**
+        :!**/*.generated.*
+        :!**/*.min.js
+        :!**/*.min.css
+        :!**/*-snapshots/**
+        :!src/workbench/extensions/manager/types/generatedManagerTypes.ts
+      # Load the prompts/scripts from the same ref as `uses:`.
+      workflows_ref: 047ca48febe3a6647608ed2e0c4331b491cb9d6a
+    secrets:
+      CURSOR_API_KEY: ${{ secrets.CURSOR_API_KEY }}
+      # Optional — enables start/complete Slack DMs to the triggerer.
+      SLACK_BOT_TOKEN: ${{ secrets.SLACK_BOT_TOKEN }}

.github/workflows/pr-report.yaml

@@ -140,6 +140,9 @@ jobs:
             const legacyMarkers = [
               '<!-- COMFYUI_FRONTEND_SIZE -->',
               '<!-- COMFYUI_FRONTEND_PERF -->',
+              '<!-- PLAYWRIGHT_TEST_STATUS -->',
+              '<!-- STORYBOOK_BUILD_STATUS -->',
+              '<!-- WEBSITE_CI_REPORT -->',
             ];
 
             const comments = await github.paginate(github.rest.issues.listComments, {
@@ -160,11 +163,19 @@ jobs:
               }
             }
 
-      - name: Post PR comment
+      - name: Read PR report
+        id: report
         if: steps.pr-meta.outputs.skip != 'true'
-        uses: ./.github/actions/post-pr-report-comment
+        uses: juliangruber/read-file-action@b549046febe0fe86f8cb4f93c24e284433f9ab58 # v1.1.7
+        with:
+          path: ./pr-report.md
+
+      - name: Upsert bundle/perf/coverage section into unified report
+        if: steps.pr-meta.outputs.skip != 'true'
+        uses: ./.github/actions/upsert-comment-section
         with:
           pr-number: ${{ steps.pr-meta.outputs.number }}
-          report-file: ./pr-report.md
+          section-name: ci-metrics
+          section-content: ${{ steps.report.outputs.content }}
           comment-marker: '<!-- COMFYUI_FRONTEND_PR_REPORT -->'
           token: ${{ secrets.GITHUB_TOKEN }}

.github/workflows/pr-update-website-screenshots.yaml

@@ -179,7 +179,7 @@ jobs:
         with:
           pr-number: ${{ github.event.number || github.event.issue.number }}
           section-name: screenshot-update
-          comment-marker: '<!-- WEBSITE_CI_REPORT -->'
+          comment-marker: '<!-- COMFYUI_FRONTEND_PR_REPORT -->'
           token: ${{ secrets.GITHUB_TOKEN }}
           section-content: |-
             ## 📸 Screenshot Update
@@ -240,6 +240,6 @@ jobs:
         with:
           pr-number: ${{ needs.update-screenshots.outputs.pr-number }}
           section-name: screenshot-update
-          comment-marker: '<!-- WEBSITE_CI_REPORT -->'
+          comment-marker: '<!-- COMFYUI_FRONTEND_PR_REPORT -->'
           token: ${{ secrets.GITHUB_TOKEN }}
           section-content: ${{ steps.content.outputs.section-content }}

.github/workflows/pr-vercel-website-preview.yaml

@@ -58,7 +58,7 @@ jobs:
         with:
           pr-number: ${{ steps.pr-meta.outputs.number }}
           section-name: preview
-          comment-marker: '<!-- WEBSITE_CI_REPORT -->'
+          comment-marker: '<!-- COMFYUI_FRONTEND_PR_REPORT -->'
           token: ${{ secrets.GITHUB_TOKEN }}
           section-content: |-
             ## 🔗 Website Preview

.oxlintrc.json

@@ -65,6 +65,7 @@
     ],
     "no-unsafe-optional-chaining": "error",
     "no-self-assign": "allow",
+    "no-unreachable": "error",
     "no-unused-expressions": "off",
     "no-unused-private-class-members": "off",
     "no-useless-rename": "off",
@@ -73,12 +74,14 @@
     "import/namespace": "error",
     "import/no-duplicates": "error",
     "import/consistent-type-specifier-style": ["error", "prefer-top-level"],
-    "jest/expect-expect": "off",
-    "jest/no-conditional-expect": "off",
-    "jest/no-disabled-tests": "off",
-    "jest/no-standalone-expect": "off",
-    "jest/valid-title": "off",
+    "vitest/expect-expect": "off",
+    "vitest/no-conditional-expect": "off",
+    "vitest/no-disabled-tests": "off",
+    "vitest/no-standalone-expect": "off",
+    "vitest/valid-title": "off",
+    "vitest/require-to-throw-message": "off",
     "typescript/no-this-alias": "off",
+    "typescript/no-useless-default-assignment": "off",
     "typescript/no-unnecessary-parameter-property-assignment": "off",
     "typescript/no-unsafe-declaration-merging": "off",
     "typescript/no-unused-vars": "off",

apps/website/e2e/download.spec.ts

@@ -15,7 +15,9 @@ test.describe('Download page @smoke', () => {
   })
 
   test('has correct title', async ({ page }) => {
-    await expect(page).toHaveTitle('Download Comfy — Run AI Locally')
+    await expect(page).toHaveTitle(
+      'Download Comfy Desktop — Run AI on Your Hardware'
+    )
   })
 
   test('CloudBannerSection is visible with cloud link', async ({ page }) => {

apps/website/src/i18n/translations.ts

@@ -1385,9 +1385,9 @@ const translations = {
     'zh-CN': '随时加购积分'
   },
   'pricing.included.feature5.description': {
-    en: 'Purchase additional credits at any time. Unused top-ups roll over to the next month automatically for up to 1 year.',
+    en: 'Purchase additional credits at any time. Top-up credits are valid for 1 year from the date of purchase and do not roll over with your monthly plan.',
     'zh-CN':
-      '可随时购买额外积分。未使用的充值积分自动结转至下月，最长保留 1 年。'
+      '可随时购买额外积分。充值积分自购买之日起 1 年内有效，且不会随月度计划结转。'
   },
   'pricing.included.feature6.title': {
     en: 'Pre-installed models',

browser_tests/assets/missing/cloud_missing_model_import_sections.json

@@ -0,0 +1,60 @@
+{
+  "last_node_id": 2,
+  "last_link_id": 0,
+  "nodes": [
+    {
+      "id": 1,
+      "type": "CheckpointLoaderSimple",
+      "pos": [100, 100],
+      "size": [400, 200],
+      "flags": {},
+      "order": 0,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        { "name": "MODEL", "type": "MODEL", "links": null },
+        { "name": "CLIP", "type": "CLIP", "links": null },
+        { "name": "VAE", "type": "VAE", "links": null }
+      ],
+      "properties": {
+        "Node name for S&R": "CheckpointLoaderSimple"
+      },
+      "widgets_values": ["cloud_importable_model.safetensors"]
+    },
+    {
+      "id": 2,
+      "type": "LoadImage",
+      "pos": [560, 100],
+      "size": [400, 314],
+      "flags": {},
+      "order": 1,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        { "name": "IMAGE", "type": "IMAGE", "links": null },
+        { "name": "MASK", "type": "MASK", "links": null }
+      ],
+      "properties": {
+        "Node name for S&R": "LoadImage"
+      },
+      "widgets_values": ["cloud_unknown_model.safetensors", "image"]
+    }
+  ],
+  "links": [],
+  "groups": [],
+  "config": {},
+  "extra": {
+    "ds": {
+      "scale": 1,
+      "offset": [0, 0]
+    }
+  },
+  "models": [
+    {
+      "name": "cloud_importable_model.safetensors",
+      "url": "http://localhost:8188/api/devtools/fake_model.safetensors",
+      "directory": "checkpoints"
+    }
+  ],
+  "version": 0.4
+}

browser_tests/assets/subgraphs/link-seed.json

@@ -0,0 +1,436 @@
+{
+  "id": "ca685f6a-7402-42cc-84ae-b659b06cc8b1",
+  "revision": 0,
+  "last_node_id": 10,
+  "last_link_id": 15,
+  "nodes": [
+    {
+      "id": 7,
+      "type": "CLIPTextEncode",
+      "pos": [497.59999999999985, 468.79999999999995],
+      "size": [510.328125, 216.71875],
+      "flags": {},
+      "order": 3,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "clip",
+          "type": "CLIP",
+          "link": 5
+        }
+      ],
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "slot_index": 0,
+          "links": [12]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "CLIPTextEncode"
+      },
+      "widgets_values": ["text, watermark"]
+    },
+    {
+      "id": 6,
+      "type": "CLIPTextEncode",
+      "pos": [499.9999999999999, 225.1999633789062],
+      "size": [507.40625, 197.171875],
+      "flags": {},
+      "order": 2,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "clip",
+          "type": "CLIP",
+          "link": 3
+        }
+      ],
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "slot_index": 0,
+          "links": [11]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "CLIPTextEncode"
+      },
+      "widgets_values": [
+        "beautiful scenery nature glass bottle landscape, , purple galaxy bottle,"
+      ]
+    },
+    {
+      "id": 5,
+      "type": "EmptyLatentImage",
+      "pos": [569.5999633789061, 732.7998535156249],
+      "size": [378, 144],
+      "flags": {},
+      "order": 0,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "LATENT",
+          "type": "LATENT",
+          "slot_index": 0,
+          "links": [13]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "EmptyLatentImage"
+      },
+      "widgets_values": [512, 512, 1]
+    },
+    {
+      "id": 8,
+      "type": "VAEDecode",
+      "pos": [1452.7999999999997, 227.59999999999997],
+      "size": [252, 72],
+      "flags": {},
+      "order": 5,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "samples",
+          "type": "LATENT",
+          "link": 14
+        },
+        {
+          "name": "vae",
+          "type": "VAE",
+          "link": 8
+        }
+      ],
+      "outputs": [
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "slot_index": 0,
+          "links": [9]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "VAEDecode"
+      },
+      "widgets_values": []
+    },
+    {
+      "id": 9,
+      "type": "SaveImage",
+      "pos": [1743.1999999999998, 228.79999999999995],
+      "size": [252, 84],
+      "flags": {},
+      "order": 6,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "images",
+          "type": "IMAGE",
+          "link": 9
+        }
+      ],
+      "outputs": [],
+      "properties": {},
+      "widgets_values": ["ComfyUI"]
+    },
+    {
+      "id": 4,
+      "type": "CheckpointLoaderSimple",
+      "pos": [33.20003662109363, 570.8],
+      "size": [378, 130.65625],
+      "flags": {},
+      "order": 1,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "MODEL",
+          "type": "MODEL",
+          "slot_index": 0,
+          "links": [10]
+        },
+        {
+          "name": "CLIP",
+          "type": "CLIP",
+          "slot_index": 1,
+          "links": [3, 5]
+        },
+        {
+          "name": "VAE",
+          "type": "VAE",
+          "slot_index": 2,
+          "links": [8]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "CheckpointLoaderSimple"
+      },
+      "widgets_values": ["v1-5-pruned-emaonly-fp16.safetensors"]
+    },
+    {
+      "id": 10,
+      "type": "5526b801-03ef-4797-9052-cbc171512972",
+      "pos": [1145.277734375, 340.85618896484374],
+      "size": [225, 184],
+      "flags": {},
+      "order": 4,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "model",
+          "type": "MODEL",
+          "link": 10
+        },
+        {
+          "name": "positive",
+          "type": "CONDITIONING",
+          "link": 11
+        },
+        {
+          "name": "negative",
+          "type": "CONDITIONING",
+          "link": 12
+        },
+        {
+          "name": "latent_image",
+          "type": "LATENT",
+          "link": 13
+        }
+      ],
+      "outputs": [
+        {
+          "name": "LATENT",
+          "type": "LATENT",
+          "links": [14]
+        }
+      ],
+      "properties": {
+        "proxyWidgets": [["-1", "seed"]]
+      },
+      "widgets_values": [1]
+    }
+  ],
+  "links": [
+    [3, 4, 1, 6, 0, "CLIP"],
+    [5, 4, 1, 7, 0, "CLIP"],
+    [8, 4, 2, 8, 1, "VAE"],
+    [9, 8, 0, 9, 0, "IMAGE"],
+    [10, 4, 0, 10, 0, "MODEL"],
+    [11, 6, 0, 10, 1, "CONDITIONING"],
+    [12, 7, 0, 10, 2, "CONDITIONING"],
+    [13, 5, 0, 10, 3, "LATENT"],
+    [14, 10, 0, 8, 0, "LATENT"]
+  ],
+  "groups": [],
+  "definitions": {
+    "subgraphs": [
+      {
+        "id": "5526b801-03ef-4797-9052-cbc171512972",
+        "version": 1,
+        "state": {
+          "lastGroupId": 0,
+          "lastNodeId": 10,
+          "lastLinkId": 15,
+          "lastRerouteId": 0
+        },
+        "revision": 0,
+        "config": {},
+        "name": "New Subgraph",
+        "inputNode": {
+          "id": -10,
+          "bounding": [1031.12, 372.62745605468746, 120, 140]
+        },
+        "outputNode": {
+          "id": -20,
+          "bounding": [1772.7199999999998, 408.62745605468746, 120, 60]
+        },
+        "inputs": [
+          {
+            "id": "2a9d656b-f723-4cdd-897f-894835ce9c50",
+            "name": "model",
+            "type": "MODEL",
+            "linkIds": [1],
+            "localized_name": "model",
+            "pos": [1131.12, 392.62745605468746]
+          },
+          {
+            "id": "ea2d1491-db84-40fa-81e0-48008843ef25",
+            "name": "positive",
+            "type": "CONDITIONING",
+            "linkIds": [4],
+            "localized_name": "positive",
+            "pos": [1131.12, 412.62745605468746]
+          },
+          {
+            "id": "8e021d1a-2032-4dfc-84a3-b649831bd474",
+            "name": "negative",
+            "type": "CONDITIONING",
+            "linkIds": [6],
+            "localized_name": "negative",
+            "pos": [1131.12, 432.62745605468746]
+          },
+          {
+            "id": "977613a0-f164-4004-87a4-1f70ecca7c73",
+            "name": "latent_image",
+            "type": "LATENT",
+            "linkIds": [2],
+            "localized_name": "latent_image",
+            "pos": [1131.12, 452.62745605468746]
+          },
+          {
+            "id": "42ba848c-ab1d-4eab-9f86-3693f407e253",
+            "name": "seed",
+            "type": "INT",
+            "linkIds": [15],
+            "pos": [1131.12, 472.62745605468746]
+          }
+        ],
+        "outputs": [
+          {
+            "id": "73e0e3cd-90f1-4934-8278-2c5c64fd40f6",
+            "name": "LATENT",
+            "type": "LATENT",
+            "linkIds": [7],
+            "localized_name": "LATENT",
+            "pos": [1792.7199999999998, 428.62745605468746]
+          }
+        ],
+        "widgets": [],
+        "nodes": [
+          {
+            "id": 3,
+            "type": "KSampler",
+            "pos": [1247.1199707031249, 272.23994140624995],
+            "size": [453.59375, 380.765625],
+            "flags": {},
+            "order": 0,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "model",
+                "name": "model",
+                "type": "MODEL",
+                "link": 1
+              },
+              {
+                "localized_name": "positive",
+                "name": "positive",
+                "type": "CONDITIONING",
+                "link": 4
+              },
+              {
+                "localized_name": "negative",
+                "name": "negative",
+                "type": "CONDITIONING",
+                "link": 6
+              },
+              {
+                "localized_name": "latent_image",
+                "name": "latent_image",
+                "type": "LATENT",
+                "link": 2
+              },
+              {
+                "localized_name": "seed",
+                "name": "seed",
+                "type": "INT",
+                "widget": {
+                  "name": "seed"
+                },
+                "link": 15
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "LATENT",
+                "name": "LATENT",
+                "type": "LATENT",
+                "slot_index": 0,
+                "links": [7]
+              }
+            ],
+            "properties": {
+              "Node name for S&R": "KSampler"
+            },
+            "widgets_values": [
+              156680208700286,
+              "increment",
+              20,
+              8,
+              "euler",
+              "normal",
+              1
+            ]
+          }
+        ],
+        "groups": [],
+        "links": [
+          {
+            "id": 1,
+            "origin_id": -10,
+            "origin_slot": 0,
+            "target_id": 3,
+            "target_slot": 0,
+            "type": "MODEL"
+          },
+          {
+            "id": 4,
+            "origin_id": -10,
+            "origin_slot": 1,
+            "target_id": 3,
+            "target_slot": 1,
+            "type": "CONDITIONING"
+          },
+          {
+            "id": 6,
+            "origin_id": -10,
+            "origin_slot": 2,
+            "target_id": 3,
+            "target_slot": 2,
+            "type": "CONDITIONING"
+          },
+          {
+            "id": 2,
+            "origin_id": -10,
+            "origin_slot": 3,
+            "target_id": 3,
+            "target_slot": 3,
+            "type": "LATENT"
+          },
+          {
+            "id": 7,
+            "origin_id": 3,
+            "origin_slot": 0,
+            "target_id": -20,
+            "target_slot": 0,
+            "type": "LATENT"
+          },
+          {
+            "id": 15,
+            "origin_id": -10,
+            "origin_slot": 4,
+            "target_id": 3,
+            "target_slot": 4,
+            "type": "INT"
+          }
+        ],
+        "extra": {
+          "workflowRendererVersion": "Vue"
+        }
+      }
+    ]
+  },
+  "config": {},
+  "extra": {
+    "ds": {
+      "offset": [0, 0],
+      "scale": 1
+    },
+    "workflowRendererVersion": "Vue",
+    "frontendVersion": "1.40.0"
+  },
+  "version": 0.4
+}

browser_tests/assets/subgraphs/proxy-seed.json

@@ -0,0 +1,404 @@
+{
+  "id": "ca685f6a-7402-42cc-84ae-b659b06cc8b1",
+  "revision": 0,
+  "last_node_id": 10,
+  "last_link_id": 14,
+  "nodes": [
+    {
+      "id": 7,
+      "type": "CLIPTextEncode",
+      "pos": [497.59999999999985, 468.79999999999995],
+      "size": [510.328125, 216.71875],
+      "flags": {},
+      "order": 3,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "clip",
+          "type": "CLIP",
+          "link": 5
+        }
+      ],
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "slot_index": 0,
+          "links": [12]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "CLIPTextEncode"
+      },
+      "widgets_values": ["text, watermark"]
+    },
+    {
+      "id": 6,
+      "type": "CLIPTextEncode",
+      "pos": [499.9999999999999, 225.1999633789062],
+      "size": [507.40625, 197.171875],
+      "flags": {},
+      "order": 2,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "clip",
+          "type": "CLIP",
+          "link": 3
+        }
+      ],
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "slot_index": 0,
+          "links": [11]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "CLIPTextEncode"
+      },
+      "widgets_values": [
+        "beautiful scenery nature glass bottle landscape, , purple galaxy bottle,"
+      ]
+    },
+    {
+      "id": 5,
+      "type": "EmptyLatentImage",
+      "pos": [569.5999633789061, 732.7998535156249],
+      "size": [378, 144],
+      "flags": {},
+      "order": 0,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "LATENT",
+          "type": "LATENT",
+          "slot_index": 0,
+          "links": [13]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "EmptyLatentImage"
+      },
+      "widgets_values": [512, 512, 1]
+    },
+    {
+      "id": 8,
+      "type": "VAEDecode",
+      "pos": [1452.7999999999997, 227.59999999999997],
+      "size": [252, 72],
+      "flags": {},
+      "order": 5,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "samples",
+          "type": "LATENT",
+          "link": 14
+        },
+        {
+          "name": "vae",
+          "type": "VAE",
+          "link": 8
+        }
+      ],
+      "outputs": [
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "slot_index": 0,
+          "links": [9]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "VAEDecode"
+      },
+      "widgets_values": []
+    },
+    {
+      "id": 9,
+      "type": "SaveImage",
+      "pos": [1743.1999999999998, 228.79999999999995],
+      "size": [252, 84],
+      "flags": {},
+      "order": 6,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "images",
+          "type": "IMAGE",
+          "link": 9
+        }
+      ],
+      "outputs": [],
+      "properties": {},
+      "widgets_values": ["ComfyUI"]
+    },
+    {
+      "id": 4,
+      "type": "CheckpointLoaderSimple",
+      "pos": [33.20003662109363, 570.8],
+      "size": [378, 130.65625],
+      "flags": {},
+      "order": 1,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "MODEL",
+          "type": "MODEL",
+          "slot_index": 0,
+          "links": [10]
+        },
+        {
+          "name": "CLIP",
+          "type": "CLIP",
+          "slot_index": 1,
+          "links": [3, 5]
+        },
+        {
+          "name": "VAE",
+          "type": "VAE",
+          "slot_index": 2,
+          "links": [8]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "CheckpointLoaderSimple"
+      },
+      "widgets_values": ["v1-5-pruned-emaonly-fp16.safetensors"]
+    },
+    {
+      "id": 10,
+      "type": "5526b801-03ef-4797-9052-cbc171512972",
+      "pos": [1145.277734375, 340.85618896484374],
+      "size": [225, 184],
+      "flags": {},
+      "order": 4,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "model",
+          "type": "MODEL",
+          "link": 10
+        },
+        {
+          "name": "positive",
+          "type": "CONDITIONING",
+          "link": 11
+        },
+        {
+          "name": "negative",
+          "type": "CONDITIONING",
+          "link": 12
+        },
+        {
+          "name": "latent_image",
+          "type": "LATENT",
+          "link": 13
+        }
+      ],
+      "outputs": [
+        {
+          "name": "LATENT",
+          "type": "LATENT",
+          "links": [14]
+        }
+      ],
+      "properties": {
+        "proxyWidgets": [["3", "seed"]]
+      },
+      "widgets_values": []
+    }
+  ],
+  "links": [
+    [3, 4, 1, 6, 0, "CLIP"],
+    [5, 4, 1, 7, 0, "CLIP"],
+    [8, 4, 2, 8, 1, "VAE"],
+    [9, 8, 0, 9, 0, "IMAGE"],
+    [10, 4, 0, 10, 0, "MODEL"],
+    [11, 6, 0, 10, 1, "CONDITIONING"],
+    [12, 7, 0, 10, 2, "CONDITIONING"],
+    [13, 5, 0, 10, 3, "LATENT"],
+    [14, 10, 0, 8, 0, "LATENT"]
+  ],
+  "groups": [],
+  "definitions": {
+    "subgraphs": [
+      {
+        "id": "5526b801-03ef-4797-9052-cbc171512972",
+        "version": 1,
+        "state": {
+          "lastGroupId": 0,
+          "lastNodeId": 10,
+          "lastLinkId": 14,
+          "lastRerouteId": 0
+        },
+        "revision": 0,
+        "config": {},
+        "name": "New Subgraph",
+        "inputNode": {
+          "id": -10,
+          "bounding": [1031.12, 372.62745605468746, 120, 120]
+        },
+        "outputNode": {
+          "id": -20,
+          "bounding": [1772.7199999999998, 408.62745605468746, 120, 60]
+        },
+        "inputs": [
+          {
+            "id": "2a9d656b-f723-4cdd-897f-894835ce9c50",
+            "name": "model",
+            "type": "MODEL",
+            "linkIds": [1],
+            "localized_name": "model",
+            "pos": [1131.12, 392.62745605468746]
+          },
+          {
+            "id": "ea2d1491-db84-40fa-81e0-48008843ef25",
+            "name": "positive",
+            "type": "CONDITIONING",
+            "linkIds": [4],
+            "localized_name": "positive",
+            "pos": [1131.12, 412.62745605468746]
+          },
+          {
+            "id": "8e021d1a-2032-4dfc-84a3-b649831bd474",
+            "name": "negative",
+            "type": "CONDITIONING",
+            "linkIds": [6],
+            "localized_name": "negative",
+            "pos": [1131.12, 432.62745605468746]
+          },
+          {
+            "id": "977613a0-f164-4004-87a4-1f70ecca7c73",
+            "name": "latent_image",
+            "type": "LATENT",
+            "linkIds": [2],
+            "localized_name": "latent_image",
+            "pos": [1131.12, 452.62745605468746]
+          }
+        ],
+        "outputs": [
+          {
+            "id": "73e0e3cd-90f1-4934-8278-2c5c64fd40f6",
+            "name": "LATENT",
+            "type": "LATENT",
+            "linkIds": [7],
+            "localized_name": "LATENT",
+            "pos": [1792.7199999999998, 428.62745605468746]
+          }
+        ],
+        "widgets": [],
+        "nodes": [
+          {
+            "id": 3,
+            "type": "KSampler",
+            "pos": [1247.1199707031249, 272.23994140624995],
+            "size": [453.59375, 380.765625],
+            "flags": {},
+            "order": 0,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "model",
+                "name": "model",
+                "type": "MODEL",
+                "link": 1
+              },
+              {
+                "localized_name": "positive",
+                "name": "positive",
+                "type": "CONDITIONING",
+                "link": 4
+              },
+              {
+                "localized_name": "negative",
+                "name": "negative",
+                "type": "CONDITIONING",
+                "link": 6
+              },
+              {
+                "localized_name": "latent_image",
+                "name": "latent_image",
+                "type": "LATENT",
+                "link": 2
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "LATENT",
+                "name": "LATENT",
+                "type": "LATENT",
+                "slot_index": 0,
+                "links": [7]
+              }
+            ],
+            "properties": {
+              "Node name for S&R": "KSampler"
+            },
+            "widgets_values": [1, "increment", 20, 8, "euler", "normal", 1]
+          }
+        ],
+        "groups": [],
+        "links": [
+          {
+            "id": 1,
+            "origin_id": -10,
+            "origin_slot": 0,
+            "target_id": 3,
+            "target_slot": 0,
+            "type": "MODEL"
+          },
+          {
+            "id": 4,
+            "origin_id": -10,
+            "origin_slot": 1,
+            "target_id": 3,
+            "target_slot": 1,
+            "type": "CONDITIONING"
+          },
+          {
+            "id": 6,
+            "origin_id": -10,
+            "origin_slot": 2,
+            "target_id": 3,
+            "target_slot": 2,
+            "type": "CONDITIONING"
+          },
+          {
+            "id": 2,
+            "origin_id": -10,
+            "origin_slot": 3,
+            "target_id": 3,
+            "target_slot": 3,
+            "type": "LATENT"
+          },
+          {
+            "id": 7,
+            "origin_id": 3,
+            "origin_slot": 0,
+            "target_id": -20,
+            "target_slot": 0,
+            "type": "LATENT"
+          }
+        ],
+        "extra": {
+          "workflowRendererVersion": "Vue"
+        }
+      }
+    ]
+  },
+  "config": {},
+  "extra": {
+    "ds": {
+      "offset": [0, 0],
+      "scale": 1
+    },
+    "workflowRendererVersion": "Vue",
+    "frontendVersion": "1.40.0"
+  },
+  "version": 0.4
+}

browser_tests/assets/subgraphs/zit-seed.json

@@ -0,0 +1,439 @@
+{
+  "id": "ca685f6a-7402-42cc-84ae-b659b06cc8b1",
+  "revision": 0,
+  "last_node_id": 10,
+  "last_link_id": 15,
+  "nodes": [
+    {
+      "id": 7,
+      "type": "CLIPTextEncode",
+      "pos": [498.26665242513025, 471.46666463216144],
+      "size": [510.328125, 252.71875],
+      "flags": {},
+      "order": 3,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "clip",
+          "type": "CLIP",
+          "link": 5
+        }
+      ],
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "slot_index": 0,
+          "links": [12]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "CLIPTextEncode"
+      },
+      "widgets_values": ["text, watermark"]
+    },
+    {
+      "id": 6,
+      "type": "CLIPTextEncode",
+      "pos": [500.66667683919275, 227.8666280110677],
+      "size": [507.40625, 233.171875],
+      "flags": {},
+      "order": 2,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "clip",
+          "type": "CLIP",
+          "link": 3
+        }
+      ],
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "slot_index": 0,
+          "links": [11]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "CLIPTextEncode"
+      },
+      "widgets_values": [
+        "beautiful scenery nature glass bottle landscape, , purple galaxy bottle,"
+      ]
+    },
+    {
+      "id": 5,
+      "type": "EmptyLatentImage",
+      "pos": [570.266591389974, 735.4665120442708],
+      "size": [378, 216],
+      "flags": {},
+      "order": 0,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "LATENT",
+          "type": "LATENT",
+          "slot_index": 0,
+          "links": [13]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "EmptyLatentImage"
+      },
+      "widgets_values": [512, 512, 1]
+    },
+    {
+      "id": 8,
+      "type": "VAEDecode",
+      "pos": [1453.466512044271, 230.26666768391925],
+      "size": [252, 138],
+      "flags": {},
+      "order": 5,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "samples",
+          "type": "LATENT",
+          "link": 14
+        },
+        {
+          "name": "vae",
+          "type": "VAE",
+          "link": 8
+        }
+      ],
+      "outputs": [
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "slot_index": 0,
+          "links": [9]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "VAEDecode"
+      },
+      "widgets_values": []
+    },
+    {
+      "id": 9,
+      "type": "SaveImage",
+      "pos": [1743.866658528646, 231.46666463216144],
+      "size": [252, 148],
+      "flags": {},
+      "order": 6,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "images",
+          "type": "IMAGE",
+          "link": 9
+        }
+      ],
+      "outputs": [],
+      "properties": {},
+      "widgets_values": ["ComfyUI"]
+    },
+    {
+      "id": 4,
+      "type": "CheckpointLoaderSimple",
+      "pos": [33.866689046223996, 573.4666951497395],
+      "size": [378, 196],
+      "flags": {},
+      "order": 1,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "MODEL",
+          "type": "MODEL",
+          "slot_index": 0,
+          "links": [10]
+        },
+        {
+          "name": "CLIP",
+          "type": "CLIP",
+          "slot_index": 1,
+          "links": [3, 5]
+        },
+        {
+          "name": "VAE",
+          "type": "VAE",
+          "slot_index": 2,
+          "links": [8]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "CheckpointLoaderSimple"
+      },
+      "widgets_values": ["v1-5-pruned-emaonly-fp16.safetensors"]
+    },
+    {
+      "id": 10,
+      "type": "5526b801-03ef-4797-9052-cbc171512972",
+      "pos": [1145.9444173177085, 343.52284749348956],
+      "size": [225, 220],
+      "flags": {},
+      "order": 4,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "model",
+          "type": "MODEL",
+          "link": 10
+        },
+        {
+          "name": "positive",
+          "type": "CONDITIONING",
+          "link": 11
+        },
+        {
+          "name": "negative",
+          "type": "CONDITIONING",
+          "link": 12
+        },
+        {
+          "name": "latent_image",
+          "type": "LATENT",
+          "link": 13
+        }
+      ],
+      "outputs": [
+        {
+          "name": "LATENT",
+          "type": "LATENT",
+          "links": [14]
+        }
+      ],
+      "properties": {
+        "proxyWidgets": [
+          ["-1", "seed"],
+          ["3", "control_after_generate"]
+        ]
+      },
+      "widgets_values": [1]
+    }
+  ],
+  "links": [
+    [3, 4, 1, 6, 0, "CLIP"],
+    [5, 4, 1, 7, 0, "CLIP"],
+    [8, 4, 2, 8, 1, "VAE"],
+    [9, 8, 0, 9, 0, "IMAGE"],
+    [10, 4, 0, 10, 0, "MODEL"],
+    [11, 6, 0, 10, 1, "CONDITIONING"],
+    [12, 7, 0, 10, 2, "CONDITIONING"],
+    [13, 5, 0, 10, 3, "LATENT"],
+    [14, 10, 0, 8, 0, "LATENT"]
+  ],
+  "groups": [],
+  "definitions": {
+    "subgraphs": [
+      {
+        "id": "5526b801-03ef-4797-9052-cbc171512972",
+        "version": 1,
+        "state": {
+          "lastGroupId": 0,
+          "lastNodeId": 10,
+          "lastLinkId": 15,
+          "lastRerouteId": 0
+        },
+        "revision": 0,
+        "config": {},
+        "name": "New Subgraph",
+        "inputNode": {
+          "id": -10,
+          "bounding": [1031.12, 372.62745605468746, 120, 140]
+        },
+        "outputNode": {
+          "id": -20,
+          "bounding": [1772.7199999999998, 408.62745605468746, 120, 60]
+        },
+        "inputs": [
+          {
+            "id": "2a9d656b-f723-4cdd-897f-894835ce9c50",
+            "name": "model",
+            "type": "MODEL",
+            "linkIds": [1],
+            "localized_name": "model",
+            "pos": [1131.12, 392.62745605468746]
+          },
+          {
+            "id": "ea2d1491-db84-40fa-81e0-48008843ef25",
+            "name": "positive",
+            "type": "CONDITIONING",
+            "linkIds": [4],
+            "localized_name": "positive",
+            "pos": [1131.12, 412.62745605468746]
+          },
+          {
+            "id": "8e021d1a-2032-4dfc-84a3-b649831bd474",
+            "name": "negative",
+            "type": "CONDITIONING",
+            "linkIds": [6],
+            "localized_name": "negative",
+            "pos": [1131.12, 432.62745605468746]
+          },
+          {
+            "id": "977613a0-f164-4004-87a4-1f70ecca7c73",
+            "name": "latent_image",
+            "type": "LATENT",
+            "linkIds": [2],
+            "localized_name": "latent_image",
+            "pos": [1131.12, 452.62745605468746]
+          },
+          {
+            "id": "42ba848c-ab1d-4eab-9f86-3693f407e253",
+            "name": "seed",
+            "type": "INT",
+            "linkIds": [15],
+            "pos": [1131.12, 472.62745605468746]
+          }
+        ],
+        "outputs": [
+          {
+            "id": "73e0e3cd-90f1-4934-8278-2c5c64fd40f6",
+            "name": "LATENT",
+            "type": "LATENT",
+            "linkIds": [7],
+            "localized_name": "LATENT",
+            "pos": [1792.7199999999998, 428.62745605468746]
+          }
+        ],
+        "widgets": [],
+        "nodes": [
+          {
+            "id": 3,
+            "type": "KSampler",
+            "pos": [1247.1199707031249, 272.23994140624995],
+            "size": [453.59375, 380.765625],
+            "flags": {},
+            "order": 0,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "model",
+                "name": "model",
+                "type": "MODEL",
+                "link": 1
+              },
+              {
+                "localized_name": "positive",
+                "name": "positive",
+                "type": "CONDITIONING",
+                "link": 4
+              },
+              {
+                "localized_name": "negative",
+                "name": "negative",
+                "type": "CONDITIONING",
+                "link": 6
+              },
+              {
+                "localized_name": "latent_image",
+                "name": "latent_image",
+                "type": "LATENT",
+                "link": 2
+              },
+              {
+                "localized_name": "seed",
+                "name": "seed",
+                "type": "INT",
+                "widget": {
+                  "name": "seed"
+                },
+                "link": 15
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "LATENT",
+                "name": "LATENT",
+                "type": "LATENT",
+                "slot_index": 0,
+                "links": [7]
+              }
+            ],
+            "properties": {
+              "Node name for S&R": "KSampler"
+            },
+            "widgets_values": [
+              156680208700286,
+              "increment",
+              20,
+              8,
+              "euler",
+              "normal",
+              1
+            ]
+          }
+        ],
+        "groups": [],
+        "links": [
+          {
+            "id": 1,
+            "origin_id": -10,
+            "origin_slot": 0,
+            "target_id": 3,
+            "target_slot": 0,
+            "type": "MODEL"
+          },
+          {
+            "id": 4,
+            "origin_id": -10,
+            "origin_slot": 1,
+            "target_id": 3,
+            "target_slot": 1,
+            "type": "CONDITIONING"
+          },
+          {
+            "id": 6,
+            "origin_id": -10,
+            "origin_slot": 2,
+            "target_id": 3,
+            "target_slot": 2,
+            "type": "CONDITIONING"
+          },
+          {
+            "id": 2,
+            "origin_id": -10,
+            "origin_slot": 3,
+            "target_id": 3,
+            "target_slot": 3,
+            "type": "LATENT"
+          },
+          {
+            "id": 7,
+            "origin_id": 3,
+            "origin_slot": 0,
+            "target_id": -20,
+            "target_slot": 0,
+            "type": "LATENT"
+          },
+          {
+            "id": 15,
+            "origin_id": -10,
+            "origin_slot": 4,
+            "target_id": 3,
+            "target_slot": 4,
+            "type": "INT"
+          }
+        ],
+        "extra": {
+          "workflowRendererVersion": "Vue"
+        }
+      }
+    ]
+  },
+  "config": {},
+  "extra": {
+    "ds": {
+      "offset": [0, 0],
+      "scale": 1
+    },
+    "workflowRendererVersion": "Vue",
+    "frontendVersion": "1.35.0"
+  },
+  "version": 0.4
+}

browser_tests/fixtures/VueNodeHelpers.ts

@@ -59,7 +59,7 @@ export class VueNodeHelpers {
    * Matches against the actual title element, not the full node body.
    * Use `.first()` for unique titles, `.nth(n)` for duplicates.
    */
-  getNodeByTitle(title: string): Locator {
+  getNodeByTitle(title: string | RegExp): Locator {
     return this.page.locator('[data-node-id]').filter({
       has: this.page.getByTestId('node-title').filter({ hasText: title })
     })
@@ -145,7 +145,7 @@ export class VueNodeHelpers {
   /**
    * Resolve the data-node-id of the first rendered node matching the title.
    */
-  async getNodeIdByTitle(title: string): Promise<string> {
+  async getNodeIdByTitle(title: string | RegExp): Promise<string> {
     const node = this.getNodeByTitle(title).first()
     await node.waitFor({ state: 'visible' })
 
@@ -163,7 +163,7 @@ export class VueNodeHelpers {
    * Return a DOM-focused VueNodeFixture for the first node matching the title.
    * Resolves the node id up front so subsequent interactions survive title changes.
    */
-  async getFixtureByTitle(title: string): Promise<VueNodeFixture> {
+  async getFixtureByTitle(title: string | RegExp): Promise<VueNodeFixture> {
     const nodeId = await this.getNodeIdByTitle(title)
     return new VueNodeFixture(this.getNodeLocator(nodeId))
   }

browser_tests/fixtures/helpers/FeatureFlagHelper.ts

@@ -51,20 +51,6 @@ export class FeatureFlagHelper {
     })
   }
 
-  async setServerFlags(flags: Record<string, unknown>): Promise<void> {
-    await this.page.evaluate((flagMap: Record<string, unknown>) => {
-      const api = window.app!.api
-      api.serverFeatureFlags.value = {
-        ...api.serverFeatureFlags.value,
-        ...flagMap
-      }
-    }, flags)
-  }
-
-  async setServerFlag(name: string, value: unknown): Promise<void> {
-    await this.setServerFlags({ [name]: value })
-  }
-
   /**
    * Mock server feature flags via route interception on /api/features.
    */

browser_tests/fixtures/selectors.ts

@@ -60,14 +60,16 @@ export const TestIds = {
     missingNodePacksGroup: 'error-group-missing-node',
     missingModelsGroup: 'error-group-missing-model',
     missingModelExpand: 'missing-model-expand',
+    missingModelImport: 'missing-model-import',
+    missingModelImportableRows: 'missing-model-importable-rows',
     missingModelLocate: 'missing-model-locate',
-    missingModelCopyName: 'missing-model-copy-name',
-    missingModelCopyUrl: 'missing-model-copy-url',
+    missingModelReferenceCount: 'missing-model-reference-count',
+    missingModelUnsupportedSection:
+      'missing-model-import-not-supported-section',
     missingModelDownload: 'missing-model-download',
     missingModelActions: 'missing-model-actions',
     missingModelDownloadAll: 'missing-model-download-all',
-    missingModelRefresh: 'missing-model-refresh',
-    missingModelImportUnsupported: 'missing-model-import-unsupported',
+    missingModelRefresh: 'missing-model-header-refresh',
     missingMediaGroup: 'error-group-missing-media',
     swapNodesGroup: 'error-group-swap-nodes',
     swapNodeGroupCount: 'swap-node-group-count',
@@ -137,7 +139,8 @@ export const TestIds = {
     colorPickerCurrentColor: 'color-picker-current-color',
     colorBlue: 'blue',
     colorRed: 'red',
-    convertSubgraph: 'convert-to-subgraph-button'
+    convertSubgraph: 'convert-to-subgraph-button',
+    bypass: 'bypass-button'
   },
   menu: {
     moreMenuContent: 'more-menu-content'

browser_tests/fixtures/utils/flashDetector.ts

@@ -0,0 +1,45 @@
+import type { Page } from '@playwright/test'
+
+function flagAttributeFor(testId: string) {
+  const encoded = Array.from(testId, (ch) =>
+    ch.charCodeAt(0).toString(16)
+  ).join('')
+  return `data-flashed-${encoded}`
+}
+
+/**
+ * Flags the first time an element matching `[data-testid="<testId>"]` is
+ * present and rendered, sampled every frame via `requestAnimationFrame` from
+ * page load. Catches a dialog that mounts and unmounts within a few frames,
+ * which `toBeHidden()` (final state only) cannot.
+ *
+ * Must be called before navigation (e.g. before `comfyPage.setup()`).
+ */
+export async function trackElementFlash(
+  page: Page,
+  testId: string
+): Promise<{ hasFlashed: () => Promise<boolean> }> {
+  const flagAttribute = flagAttributeFor(testId)
+
+  await page.addInitScript(
+    ({ id, attribute }: { id: string; attribute: string }) => {
+      const sample = () => {
+        const el = document.querySelector(`[data-testid="${CSS.escape(id)}"]`)
+        if (el instanceof HTMLElement) {
+          const rect = el.getBoundingClientRect()
+          if (rect.width > 0 && rect.height > 0) {
+            document.documentElement.setAttribute(attribute, 'true')
+          }
+        }
+        requestAnimationFrame(sample)
+      }
+      requestAnimationFrame(sample)
+    },
+    { id: testId, attribute: flagAttribute }
+  )
+
+  return {
+    hasFlashed: async () =>
+      (await page.locator('html').getAttribute(flagAttribute)) === 'true'
+  }
+}

browser_tests/fixtures/utils/promotedWidgets.ts

@@ -1,6 +1,5 @@
 import type { NodeProperty } from '@/lib/litegraph/src/LGraphNode'
 
-import type { PromotedWidgetSource } from '@/core/graph/subgraph/promotedWidgetTypes'
 import { parsePreviewExposures } from '@/core/schemas/previewExposureSchema'
 import type { PreviewExposure } from '@/core/schemas/previewExposureSchema'
 
@@ -8,8 +7,13 @@ import type { ComfyPage } from '@e2e/fixtures/ComfyPage'
 
 export type PromotedWidgetEntry = [string, string]
 
+interface ResolvedWidgetSource {
+  sourceNodeId: string
+  sourceWidgetName: string
+}
+
 function widgetSourceToEntry(
-  source: PromotedWidgetSource
+  source: ResolvedWidgetSource
 ): PromotedWidgetEntry {
   return [source.sourceNodeId, source.sourceWidgetName]
 }
@@ -20,23 +24,22 @@ function previewExposureToEntry(
   return [exposure.sourceNodeId, exposure.sourcePreviewName]
 }
 
-function isPromotedWidgetSource(value: unknown): value is PromotedWidgetSource {
-  return (
-    !!value &&
-    typeof value === 'object' &&
-    'sourceNodeId' in value &&
-    'sourceWidgetName' in value &&
-    typeof value.sourceNodeId === 'string' &&
-    typeof value.sourceWidgetName === 'string'
-  )
-}
-
 function isNodeProperty(value: unknown): value is NodeProperty {
   if (value === null || value === undefined) return false
   const t = typeof value
   return t === 'string' || t === 'number' || t === 'boolean' || t === 'object'
 }
 
+/**
+ * Reads the promoted widgets of a subgraph host node from the live graph.
+ *
+ * Promoted widgets are now store-backed: a host input is promoted iff it
+ * carries a `widgetId`, and its interior source identity is resolved on demand
+ * by walking the subgraph input link (mirroring `resolveSubgraphInputTarget`).
+ * This intentionally avoids the removed `widget.sourceNodeId`/`sourceWidgetName`
+ * denormalization, so the helper reflects the real projection rather than a
+ * deleted widget-object contract.
+ */
 export async function getPromotedWidgets(
   comfyPage: ComfyPage,
   nodeId: string
@@ -44,21 +47,49 @@ export async function getPromotedWidgets(
   const { widgetSources, previewExposures } = await comfyPage.page.evaluate(
     (id) => {
       const node = window.app!.canvas.graph!.getNodeById(id)
-      const widgetSources = (node?.widgets ?? []).flatMap((widget) => {
-        if (!('sourceNodeId' in widget) || !('sourceWidgetName' in widget))
-          return []
-        return [
-          {
-            sourceNodeId: widget.sourceNodeId,
-            sourceWidgetName: widget.sourceWidgetName
+      const previewExposures = node?.serialize()?.properties?.previewExposures
+      if (!node?.isSubgraphNode?.())
+        return { widgetSources: [], previewExposures }
+
+      const { subgraph } = node
+      const resolveSource = (
+        inputName: string
+      ): ResolvedWidgetSource | undefined => {
+        const inputSlot = subgraph.inputNode.slots.find(
+          (slot) => slot.name === inputName
+        )
+        if (!inputSlot) return undefined
+        for (const linkId of inputSlot.linkIds) {
+          const link = subgraph.getLink(linkId)
+          if (!link) continue
+          const { inputNode } = link.resolve(subgraph)
+          if (!inputNode || !Array.isArray(inputNode.inputs)) continue
+          const targetInput = inputNode.inputs.find(
+            (entry) => entry.link === linkId
+          )
+          if (!targetInput) continue
+          if (inputNode.isSubgraphNode?.()) {
+            return {
+              sourceNodeId: String(inputNode.id),
+              sourceWidgetName: targetInput.name
+            }
           }
-        ]
-      })
-      const serializedNode = node?.serialize()
-      return {
-        widgetSources,
-        previewExposures: serializedNode?.properties?.previewExposures
+          const widget = inputNode.getWidgetFromSlot(targetInput)
+          if (!widget) continue
+          return {
+            sourceNodeId: String(inputNode.id),
+            sourceWidgetName: widget.name
+          }
+        }
+        return undefined
       }
+
+      const widgetSources = (node.inputs ?? []).flatMap((input) => {
+        if (!input.widgetId) return []
+        const source = resolveSource(input.name)
+        return source ? [source] : []
+      })
+      return { widgetSources, previewExposures }
     },
     nodeId
   )
@@ -67,7 +98,7 @@ export async function getPromotedWidgets(
     ? parsePreviewExposures(previewExposures)
     : []
   return [
-    ...widgetSources.filter(isPromotedWidgetSource).map(widgetSourceToEntry),
+    ...widgetSources.map(widgetSourceToEntry),
     ...exposures.map(previewExposureToEntry)
   ]
 }

browser_tests/tests/colorPalette.spec.ts

@@ -190,6 +190,16 @@ test.describe('Color Palette', { tag: ['@screenshot', '@settings'] }, () => {
       'custom-color-palette-obsidian-dark.png'
     )
   })
+
+  test('Palette can modify @vue-nodes color', async ({ comfyPage }) => {
+    const node = await comfyPage.vueNodes.getFixtureByTitle('KSampler')
+    const getColor = () =>
+      node.body.evaluate((el) => getComputedStyle(el).backgroundColor)
+
+    const initialColor = await getColor()
+    await comfyPage.settings.setSetting('Comfy.ColorPalette', 'solarized')
+    await expect.poll(getColor).not.toEqual(initialColor)
+  })
 })
 
 test.describe(

browser_tests/tests/maskEditorLoadSave.spec.ts

@@ -0,0 +1,103 @@
+import { expect } from '@playwright/test'
+
+import { maskEditorTest as test } from '@e2e/fixtures/helpers/MaskEditorHelper'
+
+interface UploadResponse {
+  name: string
+  subfolder: string
+  type: 'input' | 'output' | 'temp'
+}
+
+const IMAGE_CANVAS_INDEX = 0
+const MASK_CANVAS_INDEX = 2
+
+const successResponse = (name: string): UploadResponse => ({
+  name,
+  subfolder: 'clipspace',
+  type: 'input'
+})
+
+const fulfillJson = (body: UploadResponse) => ({
+  status: 200,
+  contentType: 'application/json',
+  body: JSON.stringify(body)
+})
+
+test.describe('Mask Editor load/save', { tag: '@vue-nodes' }, () => {
+  test('Save with drawn mask uploads non-empty mask data', async ({
+    comfyPage,
+    maskEditor
+  }) => {
+    const dialog = await maskEditor.openDialog()
+    await maskEditor.drawStrokeAndExpectPixels(dialog)
+
+    let observedContentType = ''
+    let observedBodyLength = 0
+
+    await comfyPage.page.route('**/upload/mask', async (route) => {
+      const request = route.request()
+      observedContentType = (await request.headerValue('content-type')) ?? ''
+      observedBodyLength = request.postDataBuffer()?.byteLength ?? 0
+      await route.fulfill(
+        fulfillJson(successResponse('clipspace-mask-123.png'))
+      )
+    })
+
+    await comfyPage.page.route('**/upload/image', (route) =>
+      route.fulfill(fulfillJson(successResponse('clipspace-painted-123.png')))
+    )
+
+    await dialog.getByRole('button', { name: 'Save' }).click()
+    await expect(dialog).toBeHidden()
+    expect(observedContentType).toContain('multipart/form-data')
+    expect(observedBodyLength).toBeGreaterThan(256)
+  })
+
+  test('Canvas dimensions match the loaded image', async ({ maskEditor }) => {
+    const dialog = await maskEditor.openDialog()
+
+    const imageDimensions =
+      await maskEditor.getCanvasPixelData(IMAGE_CANVAS_INDEX)
+    const maskDimensions =
+      await maskEditor.getCanvasPixelData(MASK_CANVAS_INDEX)
+
+    expect(imageDimensions).not.toBeNull()
+    expect(maskDimensions).not.toBeNull()
+    expect(imageDimensions?.totalPixels).toBe(64 * 64)
+    expect(maskDimensions?.totalPixels).toBe(64 * 64)
+
+    await expect(dialog).toBeVisible()
+  })
+
+  test('Save failure on partial upload keeps dialog open', async ({
+    comfyPage,
+    maskEditor
+  }) => {
+    const dialog = await maskEditor.openDialog()
+    await maskEditor.drawStrokeAndExpectPixels(dialog)
+
+    // The saver uploads sequentially: mask layer first, then image layers.
+    // Let the mask upload succeed and the image upload fail to exercise both
+    // endpoints and verify the dialog stays open after a partial failure.
+    let maskUploadHit = false
+    let imageUploadHit = false
+    await comfyPage.page.route('**/upload/mask', (route) => {
+      maskUploadHit = true
+      return route.fulfill(
+        fulfillJson(successResponse('clipspace-mask-999.png'))
+      )
+    })
+    await comfyPage.page.route('**/upload/image', (route) => {
+      imageUploadHit = true
+      return route.fulfill({ status: 500 })
+    })
+
+    const saveButton = dialog.getByRole('button', { name: 'Save' })
+    await saveButton.click()
+
+    await expect.poll(() => maskUploadHit).toBe(true)
+    await expect.poll(() => imageUploadHit).toBe(true)
+    await expect(dialog).toBeVisible()
+    await expect(saveButton).toBeVisible()
+  })
+})

browser_tests/tests/nodeReplacement.spec.ts

@@ -131,6 +131,14 @@ test.describe('Node replacement', { tag: ['@node', '@ui'] }, () => {
             'normal',
             1
           ])
+
+          if (mode.vueNodesEnabled) {
+            await expect(
+              comfyPage.vueNodes
+                .getWidgetByName('KSampler', 'denoise')
+                .locator('input')
+            ).toHaveValue(/^1(?:\.0+)?$/)
+          }
         })
 
         test('Success toast is shown after replacement', async ({

browser_tests/tests/nodeSearchBoxV2Extended.spec.ts

@@ -309,50 +309,6 @@ test.describe('Node search box V2 extended', { tag: '@node' }, () => {
     )
   })
 
-  test.describe('Empty graph defaults', () => {
-    test.beforeEach(async ({ comfyPage }) => {
-      await comfyPage.featureFlags.setServerFlag(
-        'node_library_essentials_enabled',
-        true
-      )
-    })
-
-    test('Defaults to Essentials when graph is empty', async ({
-      comfyPage
-    }) => {
-      const { searchBoxV2 } = comfyPage
-      await comfyPage.nodeOps.clearGraph()
-      await expect.poll(() => comfyPage.nodeOps.getGraphNodesCount()).toBe(0)
-
-      await searchBoxV2.open()
-
-      const essentialsBtn = searchBoxV2.rootCategoryButton(
-        RootCategory.Essentials
-      )
-      await expect(essentialsBtn).toBeVisible()
-      await expect(essentialsBtn).toHaveAttribute('aria-pressed', 'true')
-    })
-
-    test('Defaults to Most Relevant when graph has nodes', async ({
-      comfyPage
-    }) => {
-      const { searchBoxV2 } = comfyPage
-      await expect
-        .poll(() => comfyPage.nodeOps.getGraphNodesCount())
-        .toBeGreaterThan(0)
-
-      await searchBoxV2.open()
-
-      await expect(searchBoxV2.categoryButton('most-relevant')).toHaveAttribute(
-        'aria-current',
-        'true'
-      )
-      await expect(
-        searchBoxV2.rootCategoryButton(RootCategory.Essentials)
-      ).toHaveAttribute('aria-pressed', 'false')
-    })
-  })
-
   test.describe('Search behavior', () => {
     test('Search narrows results progressively', async ({ comfyPage }) => {
       const { searchBoxV2 } = comfyPage

browser_tests/tests/propertiesPanel/errorsTabCloudMissingModels.spec.ts

@@ -1,16 +1,29 @@
 import { expect } from '@playwright/test'
+import type { Page } from '@playwright/test'
 
-import type { Asset } from '@comfyorg/ingest-types'
+import type {
+  Asset,
+  AssetCreated,
+  ListAssetsResponse
+} from '@comfyorg/ingest-types'
 import {
   countAssetRequestsByTag,
   createCloudAssetsFixture
 } from '@e2e/fixtures/assetApiFixture'
+import { loadWorkflowAndOpenErrorsTab } from '@e2e/fixtures/helpers/ErrorsTabHelper'
 import { TestIds } from '@e2e/fixtures/selectors'
 import { PropertiesPanelHelper } from '@e2e/tests/propertiesPanel/PropertiesPanelHelper'
 
+import type { AssetMetadata } from '@/platform/assets/schemas/assetSchema'
+
 const WORKFLOW = 'missing/nested_subgraph_installed_model'
+const IMPORT_SECTIONS_WORKFLOW = 'missing/cloud_missing_model_import_sections'
 const OUTER_SUBGRAPH_NODE_ID = '205'
 const LOTUS_MODEL_NAME = 'lotus-depth-d-v1-1.safetensors'
+const CLOUD_IMPORTABLE_MODEL_NAME = 'cloud_importable_model.safetensors'
+const CLOUD_UNKNOWN_MODEL_NAME = 'cloud_unknown_model.safetensors'
+const CLOUD_IMPORTED_CANONICAL_MODEL_NAME =
+  'models/checkpoints/cloud_importable_model.safetensors'
 
 const LOTUS_DIFFUSION_MODEL: Asset & { hash?: string } = {
   id: 'test-lotus-depth-d-v1-1',
@@ -27,13 +40,62 @@ const LOTUS_DIFFUSION_MODEL: Asset & { hash?: string } = {
   }
 }
 
+const EXISTING_CLOUD_IMPORTABLE_MODEL: Asset & { hash?: string } = {
+  id: 'test-existing-cloud-importable-model',
+  name: 'asset-record-display-name.safetensors',
+  hash: 'blake3:0000000000000000000000000000000000000000000000000000000000000204',
+  size: 2_048,
+  mime_type: 'application/octet-stream',
+  tags: ['models', 'checkpoints'],
+  created_at: '2026-05-05T00:00:00Z',
+  updated_at: '2026-05-05T00:00:00Z',
+  last_access_time: '2026-05-05T00:00:00Z',
+  user_metadata: {
+    filename: CLOUD_IMPORTED_CANONICAL_MODEL_NAME
+  }
+}
+
 const test = createCloudAssetsFixture([LOTUS_DIFFUSION_MODEL])
 
+function getRequestedIncludeTags(requestUrl: string): string[] {
+  return (
+    new URL(requestUrl).searchParams
+      .get('include_tags')
+      ?.split(',')
+      .map((tag) => tag.trim())
+      .filter(Boolean) ?? []
+  )
+}
+
+function filterAssetsByRequest(
+  assets: ReadonlyArray<Asset>,
+  requestUrl: string
+): Asset[] {
+  const includeTags = getRequestedIncludeTags(requestUrl)
+  return includeTags.length
+    ? assets.filter((asset) =>
+        includeTags.every((tag) => asset.tags?.includes(tag))
+      )
+    : [...assets]
+}
+
+async function enableMissingModelImportFeatures(page: Page): Promise<void> {
+  await page.evaluate(() => {
+    const api = window.app!.api
+    api.serverFeatureFlags.value = {
+      ...api.serverFeatureFlags.value,
+      model_upload_button_enabled: true,
+      private_models_enabled: true
+    }
+  })
+}
+
 test.describe(
   'Errors tab - Cloud missing models',
   { tag: ['@cloud', '@vue-nodes'] },
   () => {
     test.beforeEach(async ({ comfyPage }) => {
+      await enableMissingModelImportFeatures(comfyPage.page)
       await comfyPage.settings.setSetting(
         'Comfy.RightSidePanel.ShowErrorsTab',
         true
@@ -88,5 +150,216 @@ test.describe(
 
       await expect(errorsTab).toBeHidden()
     })
+
+    test('separates importable cloud models from unsupported rows', async ({
+      comfyPage
+    }) => {
+      await loadWorkflowAndOpenErrorsTab(comfyPage, IMPORT_SECTIONS_WORKFLOW)
+
+      const missingModelsGroup = comfyPage.page.getByTestId(
+        TestIds.dialogs.missingModelsGroup
+      )
+      const importableRows = missingModelsGroup.getByTestId(
+        TestIds.dialogs.missingModelImportableRows
+      )
+      const unsupportedSection = missingModelsGroup.getByTestId(
+        TestIds.dialogs.missingModelUnsupportedSection
+      )
+
+      await expect(
+        importableRows.getByRole('button', {
+          name: CLOUD_IMPORTABLE_MODEL_NAME,
+          exact: true
+        })
+      ).toBeVisible()
+      await expect(
+        importableRows.getByTestId(TestIds.dialogs.missingModelImport)
+      ).toBeVisible()
+
+      await expect(unsupportedSection).toBeVisible()
+      await expect(
+        unsupportedSection.getByText('Import Not Supported')
+      ).toBeVisible()
+      await expect(
+        unsupportedSection.getByText(
+          /Nodes that reference the models below do not support imported models/
+        )
+      ).toBeVisible()
+      await expect(
+        unsupportedSection.getByText(CLOUD_UNKNOWN_MODEL_NAME)
+      ).toBeVisible()
+      await expect(
+        unsupportedSection.getByText('Unknown', { exact: true })
+      ).toBeVisible()
+      await expect(
+        unsupportedSection.getByRole('button', {
+          name: 'Load Image',
+          exact: true
+        })
+      ).toBeVisible()
+      await expect(
+        unsupportedSection.getByTestId(TestIds.dialogs.missingModelImport)
+      ).toHaveCount(0)
+    })
+
+    test('opens cloud import with missing-model replacement context', async ({
+      comfyPage
+    }) => {
+      await comfyPage.modelLibrary.mockModelFolders([
+        { name: 'checkpoints', folders: [] }
+      ])
+      await comfyPage.page.route('**/assets/remote-metadata?**', (route) => {
+        const response: AssetMetadata = {
+          content_length: 1024,
+          final_url:
+            'https://huggingface.co/comfy/test/resolve/main/replacement.safetensors',
+          content_type: 'application/octet-stream',
+          filename: 'replacement.safetensors',
+          tags: ['loras']
+        }
+
+        return route.fulfill({
+          status: 200,
+          contentType: 'application/json',
+          body: JSON.stringify(response)
+        })
+      })
+      await loadWorkflowAndOpenErrorsTab(comfyPage, IMPORT_SECTIONS_WORKFLOW)
+
+      const missingModelsGroup = comfyPage.page.getByTestId(
+        TestIds.dialogs.missingModelsGroup
+      )
+      await missingModelsGroup
+        .getByTestId(TestIds.dialogs.missingModelImport)
+        .click()
+
+      const urlInput = comfyPage.page.locator(
+        '[data-attr="upload-model-step1-url-input"]'
+      )
+      await expect(urlInput).toBeVisible()
+      await urlInput.fill(
+        'https://huggingface.co/comfy/test/resolve/main/replacement.safetensors'
+      )
+      await comfyPage.page
+        .locator('[data-attr="upload-model-step1-continue-button"]')
+        .click()
+
+      const uploadDialog = comfyPage.page.getByRole('dialog', {
+        name: /Import a model/
+      })
+      await expect(
+        uploadDialog.getByText(
+          `This import will replace ${CLOUD_IMPORTABLE_MODEL_NAME} in:`
+        )
+      ).toBeVisible()
+      await expect(uploadDialog.getByText('Load Checkpoint')).toBeVisible()
+      await expect(uploadDialog.getByText('- ckpt_name')).toBeVisible()
+      await expect(
+        uploadDialog.getByText(
+          /Locked to (Checkpoints|checkpoints) for this missing model/
+        )
+      ).toBeVisible()
+    })
+
+    test('uses the synced asset filename when applying an already imported cloud model', async ({
+      comfyPage
+    }) => {
+      let isImportedAssetAvailable = false
+      const visibleAssets = () =>
+        isImportedAssetAvailable
+          ? [LOTUS_DIFFUSION_MODEL, EXISTING_CLOUD_IMPORTABLE_MODEL]
+          : [LOTUS_DIFFUSION_MODEL]
+
+      await comfyPage.modelLibrary.mockModelFolders([
+        { name: 'checkpoints', folders: [] }
+      ])
+      await comfyPage.page.route(/\/api\/assets(?:\?.*)?$/, (route) => {
+        const assets = filterAssetsByRequest(
+          visibleAssets(),
+          route.request().url()
+        )
+        const response: ListAssetsResponse = {
+          assets,
+          total: assets.length,
+          has_more: false
+        }
+
+        return route.fulfill({
+          status: 200,
+          contentType: 'application/json',
+          body: JSON.stringify(response)
+        })
+      })
+      await comfyPage.page.route('**/assets/remote-metadata?**', (route) => {
+        const response: AssetMetadata = {
+          content_length: 2048,
+          final_url:
+            'https://huggingface.co/comfy/test/resolve/main/cloud_importable_model.safetensors',
+          content_type: 'application/octet-stream',
+          filename: CLOUD_IMPORTABLE_MODEL_NAME,
+          tags: ['checkpoints']
+        }
+
+        return route.fulfill({
+          status: 200,
+          contentType: 'application/json',
+          body: JSON.stringify(response)
+        })
+      })
+      await comfyPage.page.route('**/assets/download', (route) => {
+        isImportedAssetAvailable = true
+        const response: AssetCreated = {
+          ...EXISTING_CLOUD_IMPORTABLE_MODEL,
+          created_new: false
+        }
+
+        return route.fulfill({
+          status: 200,
+          contentType: 'application/json',
+          body: JSON.stringify(response)
+        })
+      })
+
+      await loadWorkflowAndOpenErrorsTab(comfyPage, IMPORT_SECTIONS_WORKFLOW)
+
+      const missingModelsGroup = comfyPage.page.getByTestId(
+        TestIds.dialogs.missingModelsGroup
+      )
+      await missingModelsGroup
+        .getByTestId(TestIds.dialogs.missingModelImport)
+        .click()
+
+      const uploadDialog = comfyPage.page.getByRole('dialog', {
+        name: /Import a model/
+      })
+      const urlInput = uploadDialog.locator(
+        '[data-attr="upload-model-step1-url-input"]'
+      )
+      await urlInput.fill(
+        'https://huggingface.co/comfy/test/resolve/main/cloud_importable_model.safetensors'
+      )
+      await uploadDialog
+        .locator('[data-attr="upload-model-step1-continue-button"]')
+        .click()
+      await expect(
+        uploadDialog.getByText(
+          `This import will replace ${CLOUD_IMPORTABLE_MODEL_NAME} in:`
+        )
+      ).toBeVisible()
+
+      await uploadDialog
+        .locator('[data-attr="upload-model-step2-confirm-button"]')
+        .click()
+
+      await expect
+        .poll(() =>
+          comfyPage.page.evaluate(() => {
+            const node = window.app!.graph.getNodeById(1)
+            return node?.widgets?.find((widget) => widget.name === 'ckpt_name')
+              ?.value
+          })
+        )
+        .toBe(CLOUD_IMPORTED_CANONICAL_MODEL_NAME)
+    })
   }
 )

browser_tests/tests/propertiesPanel/errorsTabMissingModels.spec.ts

@@ -1,4 +1,5 @@
 import { expect } from '@playwright/test'
+import type { Locator } from '@playwright/test'
 
 import { comfyPageFixture as test } from '@e2e/fixtures/ComfyPage'
 import { TestIds } from '@e2e/fixtures/selectors'
@@ -11,6 +12,18 @@ import {
   loadWorkflowAndOpenErrorsTab
 } from '@e2e/fixtures/helpers/ErrorsTabHelper'
 
+const FAKE_MODEL_NAME = 'fake_model.safetensors'
+
+function getModelLabel(group: Locator, modelName: string = FAKE_MODEL_NAME) {
+  return group.getByRole('button', { name: modelName, exact: true })
+}
+
+async function expectReferenceBadge(group: Locator, count: number) {
+  await expect(
+    group.getByTestId(TestIds.dialogs.missingModelReferenceCount)
+  ).toHaveText(String(count))
+}
+
 test.describe('Errors tab - Missing models', { tag: '@ui' }, () => {
   test.beforeEach(async ({ comfyPage }) => {
     await comfyPage.settings.setSetting(
@@ -34,15 +47,14 @@ test.describe('Errors tab - Missing models', { tag: '@ui' }, () => {
     ).toHaveText(/\S/)
   })
 
-  test('Should display model name with referencing node count', async ({
-    comfyPage
-  }) => {
+  test('Should display model name and metadata', async ({ comfyPage }) => {
     await loadWorkflowAndOpenErrorsTab(comfyPage, 'missing/missing_models')
 
     const modelsGroup = comfyPage.page.getByTestId(
       TestIds.dialogs.missingModelsGroup
     )
-    await expect(modelsGroup).toContainText(/fake_model\.safetensors\s*\(\d+\)/)
+    await expect(getModelLabel(modelsGroup)).toBeVisible()
+    await expect(modelsGroup.getByText('checkpoints')).toBeVisible()
   })
 
   test('Should expand model row to show referencing nodes', async ({
@@ -53,32 +65,33 @@ test.describe('Errors tab - Missing models', { tag: '@ui' }, () => {
       'missing/missing_models_with_nodes'
     )
 
-    const locateButton = comfyPage.page.getByTestId(
-      TestIds.dialogs.missingModelLocate
+    const modelsGroup = comfyPage.page.getByTestId(
+      TestIds.dialogs.missingModelsGroup
     )
-    await expect(locateButton.first()).toBeHidden()
-
-    const expandButton = comfyPage.page.getByTestId(
+    const expandButton = modelsGroup.getByTestId(
       TestIds.dialogs.missingModelExpand
     )
     await expect(expandButton.first()).toBeVisible()
+    await expectReferenceBadge(modelsGroup, 2)
     await expandButton.first().click()
 
-    await expect(locateButton.first()).toBeVisible()
+    await expect(
+      modelsGroup.getByTestId(TestIds.dialogs.missingModelLocate)
+    ).toHaveCount(2)
   })
 
-  test('Should copy model name to clipboard', async ({ comfyPage }) => {
+  test('Should copy model URL to clipboard', async ({ comfyPage }) => {
     await loadWorkflowAndOpenErrorsTab(comfyPage, 'missing/missing_models')
     await interceptClipboardWrite(comfyPage.page)
 
-    const copyButton = comfyPage.page.getByTestId(
-      TestIds.dialogs.missingModelCopyName
-    )
+    const copyButton = comfyPage.page.getByRole('button', {
+      name: 'Copy URL'
+    })
     await expect(copyButton.first()).toBeVisible()
     await copyButton.first().dispatchEvent('click')
 
     const copiedText = await getClipboardText(comfyPage.page)
-    expect(copiedText).toContain('fake_model.safetensors')
+    expect(copiedText).toContain('/api/devtools/')
   })
 
   test.describe('OSS-specific', { tag: '@oss' }, () => {
@@ -87,9 +100,9 @@ test.describe('Errors tab - Missing models', { tag: '@ui' }, () => {
     }) => {
       await loadWorkflowAndOpenErrorsTab(comfyPage, 'missing/missing_models')
 
-      const copyUrlButton = comfyPage.page.getByTestId(
-        TestIds.dialogs.missingModelCopyUrl
-      )
+      const copyUrlButton = comfyPage.page.getByRole('button', {
+        name: 'Copy URL'
+      })
       await expect(copyUrlButton.first()).toBeVisible()
     })
 
@@ -102,6 +115,7 @@ test.describe('Errors tab - Missing models', { tag: '@ui' }, () => {
         TestIds.dialogs.missingModelDownload
       )
       await expect(downloadButton.first()).toBeVisible()
+      await expect(downloadButton.first()).toHaveText('Download')
     })
 
     test('Should render Download all and Refresh actions for one downloadable model', async ({

browser_tests/tests/propertiesPanel/errorsTabModeAware.spec.ts

@@ -1,4 +1,5 @@
 import { expect } from '@playwright/test'
+import type { Locator } from '@playwright/test'
 
 import { comfyPageFixture as test } from '@e2e/fixtures/ComfyPage'
 import { TestIds } from '@e2e/fixtures/selectors'
@@ -8,6 +9,18 @@ import {
   loadWorkflowAndOpenErrorsTab
 } from '@e2e/fixtures/helpers/ErrorsTabHelper'
 
+const FAKE_MODEL_NAME = 'fake_model.safetensors'
+
+function getModelLabel(group: Locator, modelName: string = FAKE_MODEL_NAME) {
+  return group.getByRole('button', { name: modelName, exact: true })
+}
+
+async function expectReferenceBadge(group: Locator, count: number) {
+  await expect(
+    group.getByTestId(TestIds.dialogs.missingModelReferenceCount)
+  ).toHaveText(String(count))
+}
+
 test.describe('Errors tab - Mode-aware errors', { tag: '@ui' }, () => {
   test.beforeEach(async ({ comfyPage }) => {
     await comfyPage.settings.setSetting('Comfy.UseNewMenu', 'Top')
@@ -130,9 +143,9 @@ test.describe('Errors tab - Mode-aware errors', { tag: '@ui' }, () => {
         'missing/missing_models_from_node_properties'
       )
 
-      const copyUrlButton = comfyPage.page.getByTestId(
-        TestIds.dialogs.missingModelCopyUrl
-      )
+      const copyUrlButton = comfyPage.page.getByRole('button', {
+        name: 'Copy URL'
+      })
       await expect(copyUrlButton.first()).toBeVisible()
 
       const node = await comfyPage.nodeOps.getNodeRefById('1')
@@ -156,9 +169,7 @@ test.describe('Errors tab - Mode-aware errors', { tag: '@ui' }, () => {
         TestIds.dialogs.missingModelsGroup
       )
       await expect(missingModelGroup).toBeVisible()
-      await expect(missingModelGroup).toContainText(
-        /fake_model\.safetensors\s*\(1\)/
-      )
+      await expect(getModelLabel(missingModelGroup)).toBeVisible()
 
       const node = await comfyPage.nodeOps.getNodeRefById('1')
       await node.click('title')
@@ -168,9 +179,7 @@ test.describe('Errors tab - Mode-aware errors', { tag: '@ui' }, () => {
       await expect.poll(() => comfyPage.nodeOps.getNodeCount()).toBe(2)
 
       await comfyPage.canvas.click()
-      await expect(missingModelGroup).toContainText(
-        /fake_model\.safetensors\s*\(2\)/
-      )
+      await expectReferenceBadge(missingModelGroup, 2)
     })
 
     test('Pasting a bypassed node does not add a new error', async ({
@@ -252,14 +261,17 @@ test.describe('Errors tab - Mode-aware errors', { tag: '@ui' }, () => {
       const missingModelGroup = comfyPage.page.getByTestId(
         TestIds.dialogs.missingModelsGroup
       )
-      await expect(missingModelGroup).toContainText(/\(2\)/)
+      await expectReferenceBadge(missingModelGroup, 2)
 
       const node1 = await comfyPage.nodeOps.getNodeRefById('1')
       await node1.click('title')
-      await expect(missingModelGroup).toContainText(/\(1\)/)
+      await expect(getModelLabel(missingModelGroup)).toBeVisible()
+      await expect(
+        missingModelGroup.getByTestId(TestIds.dialogs.missingModelLocate)
+      ).toHaveCount(1)
 
       await comfyPage.canvas.click()
-      await expect(missingModelGroup).toContainText(/\(2\)/)
+      await expectReferenceBadge(missingModelGroup, 2)
     })
   })
 
@@ -384,9 +396,7 @@ test.describe('Errors tab - Mode-aware errors', { tag: '@ui' }, () => {
         const missingModelGroup = comfyPage.page.getByTestId(
           TestIds.dialogs.missingModelsGroup
         )
-        await expect(missingModelGroup).toContainText(
-          /fake_model\.safetensors\s*\(1\)/
-        )
+        await expect(getModelLabel(missingModelGroup)).toBeVisible()
 
         await comfyPage.page.evaluate((value) => {
           const hostNode = window.app!.graph!.getNodeById(2)
@@ -439,9 +449,7 @@ test.describe('Errors tab - Mode-aware errors', { tag: '@ui' }, () => {
         const missingModelGroup = comfyPage.page.getByTestId(
           TestIds.dialogs.missingModelsGroup
         )
-        await expect(missingModelGroup).toContainText(
-          /fake_model\.safetensors\s*\(1\)/
-        )
+        await expect(getModelLabel(missingModelGroup)).toBeVisible()
 
         const promotedModelCombo = comfyPage.vueNodes
           .getNodeByTitle('Subgraph with Promoted Missing Model')

browser_tests/tests/propertiesPanel/nodeSelection.spec.ts

@@ -34,6 +34,22 @@ test.describe('Properties panel - Node selection', () => {
       await expect(panel.contentArea.getByText('seed')).toBeVisible()
       await expect(panel.contentArea.getByText('steps')).toBeVisible()
     })
+
+    test(
+      'a linked widget is disabled',
+      { tag: '@vue-nodes' },
+      async ({ comfyPage }) => {
+        const seed = panel.contentArea.getByLabel('seed').locator('input')
+        await comfyPage.searchBoxV2.addNode('Int')
+        const intNode = await comfyPage.vueNodes.getFixtureByTitle(/Int/)
+        const ksampler = await comfyPage.vueNodes.getFixtureByTitle('KSampler')
+
+        await ksampler.select()
+        await expect(seed).toBeEnabled()
+        await intNode.getSlot('INT').dragTo(ksampler.getSlot('seed'))
+        await expect(seed).toBeDisabled()
+      }
+    )
   })
 
   test.describe('Multi-node', () => {

browser_tests/tests/selectionToolbox.spec.ts

@@ -129,23 +129,18 @@ test.describe('Selection Toolbox', { tag: ['@screenshot', '@ui'] }, () => {
   }) => {
     // A group + a KSampler node
     await comfyPage.workflow.loadWorkflow('groups/single_group')
+    const bypass = comfyPage.page.getByTestId(TestIds.selectionToolbox.bypass)
 
     // Select group + node should show bypass button
     await comfyPage.canvas.focus()
-    await comfyPage.page.keyboard.press('Control+A')
-    await expect(
-      comfyPage.page.locator(
-        '.selection-toolbox *[data-testid="bypass-button"]'
-      )
-    ).toBeVisible()
-
-    // Deselect node (Only group is selected) should hide bypass button
     await comfyPage.nodeOps.selectNodes(['KSampler'])
-    await expect(
-      comfyPage.page.locator(
-        '.selection-toolbox *[data-testid="bypass-button"]'
-      )
-    ).toBeHidden()
+    await expect(bypass).toBeVisible()
+    await comfyPage.keyboard.delete()
+
+    // (Only empty group is selected) should hide bypass button
+    await comfyPage.keyboard.selectAll()
+    await expect(comfyPage.selectionToolbox).toBeVisible()
+    await expect(bypass).toBeHidden()
   })
 
   test.describe('Color Picker', () => {

browser_tests/tests/sidebar/assets-filter.spec.ts

@@ -15,6 +15,10 @@ import { createMixedMediaJobs } from '@e2e/fixtures/helpers/AssetsHelper'
 // fixtures — Playwright runs auto fixtures before the `comfyPage` fixture's
 // internal `setup()`, so the page first-loads with mocks already in place.
 // See cloud-asset-default.spec.ts for the same pattern.
+//
+// Use `waitForAssets()` not `waitForAssets(MIXED_JOBS.length)`: VirtualGrid can
+// virtualize the 3D card out of the initial render (#11635). Filtering reads the
+// full store, so the per-filter count assertions still cover the behavior.
 
 const MIXED_JOBS = createMixedMediaJobs(['images', 'video', 'audio', '3D'])
 
@@ -113,7 +117,7 @@ test.describe('Assets sidebar - media type filter', { tag: '@cloud' }, () => {
   }) => {
     const tab = comfyPage.menu.assetsTab
     await tab.open()
-    await tab.waitForAssets(MIXED_JOBS.length)
+    await tab.waitForAssets()
 
     await tab.openFilterMenu()
 
@@ -136,7 +140,7 @@ test.describe('Assets sidebar - media type filter', { tag: '@cloud' }, () => {
   }) => {
     const tab = comfyPage.menu.assetsTab
     await tab.open()
-    await tab.waitForAssets(MIXED_JOBS.length)
+    await tab.waitForAssets()
 
     await tab.openFilterMenu()
     await tab.toggleMediaTypeFilter('image')
@@ -153,7 +157,7 @@ test.describe('Assets sidebar - media type filter', { tag: '@cloud' }, () => {
   }) => {
     const tab = comfyPage.menu.assetsTab
     await tab.open()
-    await tab.waitForAssets(MIXED_JOBS.length)
+    await tab.waitForAssets()
 
     await tab.openFilterMenu()
     await tab.toggleMediaTypeFilter('video')
@@ -167,7 +171,7 @@ test.describe('Assets sidebar - media type filter', { tag: '@cloud' }, () => {
   }) => {
     const tab = comfyPage.menu.assetsTab
     await tab.open()
-    await tab.waitForAssets(MIXED_JOBS.length)
+    await tab.waitForAssets()
 
     await tab.openFilterMenu()
     await tab.toggleMediaTypeFilter('audio')
@@ -179,7 +183,7 @@ test.describe('Assets sidebar - media type filter', { tag: '@cloud' }, () => {
   test('Selecting only "3D" hides non-3D assets', async ({ comfyPage }) => {
     const tab = comfyPage.menu.assetsTab
     await tab.open()
-    await tab.waitForAssets(MIXED_JOBS.length)
+    await tab.waitForAssets()
 
     await tab.openFilterMenu()
     await tab.toggleMediaTypeFilter('3d')
@@ -193,7 +197,7 @@ test.describe('Assets sidebar - media type filter', { tag: '@cloud' }, () => {
   }) => {
     const tab = comfyPage.menu.assetsTab
     await tab.open()
-    await tab.waitForAssets(MIXED_JOBS.length)
+    await tab.waitForAssets()
 
     await tab.openFilterMenu()
     await tab.toggleMediaTypeFilter('image')
@@ -211,7 +215,7 @@ test.describe('Assets sidebar - media type filter', { tag: '@cloud' }, () => {
   }) => {
     const tab = comfyPage.menu.assetsTab
     await tab.open()
-    await tab.waitForAssets(MIXED_JOBS.length)
+    await tab.waitForAssets()
 
     await tab.openFilterMenu()
     await tab.toggleMediaTypeFilter('image')

browser_tests/tests/subgraph/subgraphNested.spec.ts

@@ -217,6 +217,14 @@ test.describe('Nested Subgraphs', { tag: ['@subgraph'] }, () => {
         }
       })
 
+      // Each promoted input must surface its own source value, so assert the
+      // name->value mapping rather than the first textbox in DOM order.
+      const EXPECTED_VALUE_BY_INPUT: Record<string, RegExp> = {
+        value: /Inner 1/,
+        value_1: /Inner 2/,
+        value_1_1: /Inner 3/
+      }
+
       test('Promoted widgets from inner SubgraphNode are visible with correct values', async ({
         comfyPage
       }) => {
@@ -228,11 +236,16 @@ test.describe('Nested Subgraphs', { tag: ['@subgraph'] }, () => {
         const widgets = outerNode.getByTestId(TestIds.widgets.widget)
         await comfyExpect(widgets).toHaveCount(4)
 
-        const valueWidget = outerNode
-          .getByRole('textbox', { name: 'value' })
-          .first()
-        await comfyExpect(valueWidget).toBeVisible()
-        await comfyExpect(valueWidget).toHaveValue(/Inner 1/)
+        for (const [inputName, expectedValue] of Object.entries(
+          EXPECTED_VALUE_BY_INPUT
+        )) {
+          const valueWidget = outerNode.getByRole('textbox', {
+            name: inputName,
+            exact: true
+          })
+          await comfyExpect(valueWidget).toBeVisible()
+          await comfyExpect(valueWidget).toHaveValue(expectedValue)
+        }
       })
 
       test('Promoted widgets from inner SubgraphNode carry correct source identity', async ({
@@ -271,11 +284,16 @@ test.describe('Nested Subgraphs', { tag: ['@subgraph'] }, () => {
         const widgetsAfter = outerNodeAfter.getByTestId(TestIds.widgets.widget)
         await comfyExpect(widgetsAfter).toHaveCount(initialCount)
 
-        const valueWidget = outerNodeAfter
-          .getByRole('textbox', { name: 'value' })
-          .first()
-        await comfyExpect(valueWidget).toBeVisible()
-        await comfyExpect(valueWidget).toHaveValue(/Inner 1/)
+        for (const [inputName, expectedValue] of Object.entries(
+          EXPECTED_VALUE_BY_INPUT
+        )) {
+          const valueWidget = outerNodeAfter.getByRole('textbox', {
+            name: inputName,
+            exact: true
+          })
+          await comfyExpect(valueWidget).toBeVisible()
+          await comfyExpect(valueWidget).toHaveValue(expectedValue)
+        }
       })
     }
   )

browser_tests/tests/subgraph/subgraphPromotionDom.spec.ts

@@ -53,6 +53,22 @@ test.describe(
       await SubgraphHelper.expectWidgetBelowHeader(nodeLocator, seedWidget)
     })
 
+    test('Promoted textarea materializes once when a node is converted to a subgraph', async ({
+      comfyPage
+    }) => {
+      await comfyPage.workflow.loadWorkflow('default')
+
+      const clipNode = await comfyPage.nodeOps.getNodeRefById('6')
+      await clipNode.click('title')
+      const subgraphNode = await clipNode.convertToSubgraph()
+
+      const promotedTextarea = comfyPage.vueNodes
+        .getNodeLocator(String(subgraphNode.id))
+        .getByRole('textbox', { name: 'text', exact: true })
+      await expect(promotedTextarea).toHaveCount(1)
+      await expect(promotedTextarea).toBeVisible()
+    })
+
     test.describe(
       'Promoted Text Widget Lifecycle',
       { tag: ['@vue-nodes'] },

browser_tests/tests/subgraph/subgraphSeed.spec.ts

@@ -0,0 +1,50 @@
+import { mergeTests } from '@playwright/test'
+
+import {
+  comfyExpect as expect,
+  comfyPageFixture as test
+} from '@e2e/fixtures/ComfyPage'
+import { ExecutionHelper } from '@e2e/fixtures/helpers/ExecutionHelper'
+import { webSocketFixture } from '@e2e/fixtures/ws'
+
+const wstest = mergeTests(test, webSocketFixture)
+
+wstest(
+  'Seed handling',
+  { tag: '@vue-nodes' },
+  async ({ comfyPage, getWebSocket }) => {
+    const execution = new ExecutionHelper(comfyPage, await getWebSocket())
+
+    async function verifySeedControl(initializeState = true) {
+      const seedWidget = comfyPage.vueNodes.getWidgetByName('', 'seed')
+      const { input, valueControl } =
+        comfyPage.vueNodes.getInputNumberControls(seedWidget)
+
+      if (initializeState) {
+        await input.fill('1')
+        await valueControl.click()
+        await comfyPage.page.getByRole('radio', { name: 'increment' }).click()
+        await comfyPage.keyboard.press('Escape')
+      }
+
+      await execution.run()
+      await expect.soft(input).toHaveValue('2')
+    }
+
+    await test.step('seed updates on generation', async () => {
+      await verifySeedControl()
+    })
+
+    await test.step('subgraph seed updates on generation', async () => {
+      await comfyPage.subgraph.convertDefaultKSamplerToSubgraph()
+      await verifySeedControl()
+    })
+
+    for (const w of ['link-seed', 'proxy-seed', 'zit-seed']) {
+      await test.step(`seed updates for old workflow: ${w}`, async () => {
+        await comfyPage.workflow.loadWorkflow('subgraphs/' + w)
+        await verifySeedControl(false)
+      })
+    }
+  }
+)

browser_tests/tests/subgraph/subgraphSerialization.spec.ts

@@ -484,6 +484,14 @@ test.describe('Subgraph Serialization', { tag: ['@subgraph'] }, () => {
         'subgraphs/subgraph-with-promoted-text-widget'
       )
 
+      // Assert against the visible textbox the user sees, not the internal
+      // graph/widget projection.
+      const promotedTextWidgets = comfyPage.page.getByRole('textbox', {
+        name: 'text',
+        exact: true
+      })
+      await comfyExpect(promotedTextWidgets).toHaveCount(1)
+
       const originalNode = await comfyPage.nodeOps.getNodeRefById('11')
       const originalPos = await originalNode.getPosition()
 
@@ -497,31 +505,58 @@ test.describe('Subgraph Serialization', { tag: ['@subgraph'] }, () => {
         await comfyPage.page.keyboard.up('Alt')
       }
 
-      async function collectSubgraphNodeIds() {
-        return comfyPage.page.evaluate(() => {
-          const graph = window.app!.canvas.graph!
-          return graph.nodes
-            .filter(
-              (n) =>
-                typeof n.isSubgraphNode === 'function' && n.isSubgraphNode()
-            )
-            .map((n) => String(n.id))
-        })
-      }
-
-      await expect
-        .poll(async () => (await collectSubgraphNodeIds()).length)
-        .toBeGreaterThan(1)
-
-      const subgraphNodeIds = await collectSubgraphNodeIds()
-      for (const nodeId of subgraphNodeIds) {
-        const promotedWidgets = await getPromotedWidgets(comfyPage, nodeId)
-        expect(promotedWidgets.length).toBeGreaterThan(0)
-        expect(
-          promotedWidgets.some(([, widgetName]) => widgetName === 'text')
-        ).toBe(true)
-      }
+      await comfyExpect(promotedTextWidgets).toHaveCount(2)
     })
+
+    test(
+      'Cloning a subgraph node preserves edited promoted widget values on original and clone',
+      { tag: ['@vue-nodes'] },
+      async ({ comfyPage }) => {
+        await comfyPage.workflow.loadWorkflow(
+          'subgraphs/subgraph-with-promoted-text-widget'
+        )
+
+        const editedValue = 'Edited prompt that must survive cloning'
+        const originalTextbox = comfyPage.vueNodes
+          .getNodeLocator('11')
+          .getByRole('textbox', { name: 'text' })
+        await expect(originalTextbox).toBeVisible()
+        await expect(originalTextbox).toHaveValue('')
+        await originalTextbox.fill(editedValue)
+
+        const originalNode = await comfyPage.nodeOps.getNodeRefById('11')
+        await originalNode.click('title')
+        await comfyPage.clipboard.copy()
+        await comfyPage.clipboard.paste()
+
+        async function collectSubgraphNodeIds() {
+          return comfyPage.page.evaluate(() => {
+            const graph = window.app!.canvas.graph!
+            return graph.nodes
+              .filter(
+                (n) =>
+                  typeof n.isSubgraphNode === 'function' && n.isSubgraphNode()
+              )
+              .map((n) => String(n.id))
+          })
+        }
+
+        await expect
+          .poll(async () => (await collectSubgraphNodeIds()).length)
+          .toBeGreaterThan(1)
+
+        const subgraphNodeIds = await collectSubgraphNodeIds()
+        for (const nodeId of subgraphNodeIds) {
+          const textbox = comfyPage.vueNodes
+            .getNodeLocator(nodeId)
+            .getByRole('textbox', { name: 'text' })
+          await expect(
+            textbox,
+            `node ${nodeId} promoted text widget reset to default after clone`
+          ).toHaveValue(editedValue)
+        }
+      }
+    )
   })
 
   test.describe('Duplicate ID Remapping', () => {

browser_tests/tests/templates.spec.ts

@@ -5,6 +5,7 @@ import type { WorkflowTemplates } from '@/platform/workflow/templates/types/temp
 import { getWav } from '@e2e/fixtures/components/AudioPreview'
 import { comfyPageFixture as test } from '@e2e/fixtures/ComfyPage'
 import { TestIds } from '@e2e/fixtures/selectors'
+import { trackElementFlash } from '@e2e/fixtures/utils/flashDetector'
 
 async function checkTemplateFileExists(
   page: Page,
@@ -505,3 +506,32 @@ test.describe('Templates', { tag: ['@slow', '@workflow'] }, () => {
     expect(popup.url()).toEqual(tutorialUrl)
   })
 })
+
+test.describe(
+  'Templates deeplink (new user)',
+  { tag: ['@slow', '@workflow'] },
+  () => {
+    test('templates dialog never flashes when first-time user opens a template link', async ({
+      comfyPage
+    }) => {
+      const templatesFlash = await trackElementFlash(
+        comfyPage.page,
+        TestIds.templates.content
+      )
+
+      await comfyPage.settings.setSetting('Comfy.TutorialCompleted', false)
+
+      await comfyPage.setup({
+        clearStorage: true,
+        url: '/?template=default'
+      })
+
+      await expect
+        .poll(() => comfyPage.nodeOps.getGraphNodesCount())
+        .toBeGreaterThan(0)
+
+      expect(await templatesFlash.hasFlashed()).toBe(false)
+      await expect(comfyPage.templates.content).toBeHidden()
+    })
+  }
+)

browser_tests/tests/vueNodes/groups/groups.spec.ts

@@ -3,6 +3,8 @@ import {
   comfyPageFixture as test
 } from '@e2e/fixtures/ComfyPage'
 import type { ComfyPage } from '@e2e/fixtures/ComfyPage'
+import { TestIds } from '@e2e/fixtures/selectors'
+import { getGroupTitlePosition } from '@e2e/fixtures/utils/groupHelpers'
 
 const CREATE_GROUP_HOTKEY = 'Control+g'
 
@@ -175,6 +177,30 @@ test.describe('Vue Node Groups', { tag: ['@screenshot', '@vue-nodes'] }, () => {
     }).toPass({ timeout: 5000 })
   })
 
+  test('does not drag contents when control is held', async ({ comfyPage }) => {
+    await comfyPage.keyboard.selectAll()
+    await comfyPage.page.keyboard.press(CREATE_GROUP_HOTKEY)
+    const groupCount = () => comfyPage.page.evaluate(() => graph!.groups.length)
+    await expect.poll(groupCount, 'create group').toBe(1)
+    await comfyPage.page.mouse.click(100, 100)
+
+    const ksampler = await comfyPage.vueNodes.getFixtureByTitle('KSampler')
+    const initialNodeBounds = await ksampler.boundingBox()
+    expect(initialNodeBounds).toBeTruthy()
+
+    const groupPos = await getGroupTitlePosition(comfyPage, 'Group')
+    await comfyPage.page.mouse.move(groupPos.x, groupPos.y)
+    await comfyPage.page.mouse.down()
+    await comfyPage.page.keyboard.down('Control')
+    await comfyPage.page.mouse.move(groupPos.x + 100, groupPos.y)
+    await comfyPage.page.mouse.up()
+    await comfyPage.page.keyboard.up('Control')
+    await expect
+      .poll(() => getGroupTitlePosition(comfyPage, 'Group'))
+      .not.toEqual(groupPos)
+    expect(await ksampler.boundingBox()).toEqual(initialNodeBounds)
+  })
+
   test('should keep groups aligned after loading legacy Vue workflows', async ({
     comfyPage
   }) => {
@@ -217,4 +243,40 @@ test.describe('Vue Node Groups', { tag: ['@screenshot', '@vue-nodes'] }, () => {
       )
     }).toPass({ timeout: 5000 })
   })
+
+  test('Bypassing a group bypasses contents', async ({ comfyPage }) => {
+    await comfyPage.settings.setSetting('Comfy.Canvas.SelectionToolbox', true)
+    await comfyPage.keyboard.selectAll()
+    await comfyPage.page.keyboard.press('.')
+    await comfyPage.page.keyboard.press(CREATE_GROUP_HOTKEY)
+
+    const toggleBypass = () =>
+      comfyPage.page.getByTestId(TestIds.selectionToolbox.bypass).click()
+    const bypassCount = () =>
+      comfyPage.page.evaluate(
+        () => graph!.nodes.filter((node) => node.mode === 4).length
+      )
+    expect(await bypassCount()).toBe(0)
+    const groupCount = () => comfyPage.page.evaluate(() => graph!.groups.length)
+    await expect.poll(groupCount, 'create group').toBe(1)
+
+    const ksampler = await comfyPage.vueNodes.getFixtureByTitle('KSampler')
+    await ksampler.select()
+    await toggleBypass()
+    await expect.poll(bypassCount, 'setup bypass of single node').toBe(1)
+
+    const groupPos = await getGroupTitlePosition(comfyPage, 'Group')
+    await comfyPage.page.mouse.click(groupPos.x, groupPos.y)
+    await toggleBypass()
+    await expect.poll(bypassCount, 'all nodes are set to bypassed').toBe(7)
+    await toggleBypass()
+    await expect.poll(bypassCount, 'all nodes are unbypassed').toBe(0)
+
+    await comfyPage.page.keyboard.down('Shift')
+    await ksampler.select()
+    await comfyPage.page.keyboard.up('Shift')
+
+    await toggleBypass()
+    await expect.poll(bypassCount, "won't toggle double selected node").toBe(7)
+  })
 })

browser_tests/tests/vueNodes/interactions/node/imagePreview.spec.ts

@@ -8,6 +8,7 @@ import {
   getPromotedWidgetNames,
   getPromotedWidgetCountByName
 } from '@e2e/fixtures/utils/promotedWidgets'
+import { VueNodeFixture } from '@e2e/fixtures/utils/vueNodeFixtures'
 import { webSocketFixture } from '@e2e/fixtures/ws'
 const wstest = mergeTests(test, webSocketFixture)
 
@@ -139,6 +140,46 @@ test.describe('Vue Nodes Image Preview', { tag: '@vue-nodes' }, () => {
       )
     }
   )
+
+  wstest(
+    'Displays previews inside subgraphs received while workflow inactive',
+    async ({ comfyPage, getWebSocket }) => {
+      const execution = new ExecutionHelper(comfyPage, await getWebSocket())
+      const previewLocator = comfyPage.vueNodes.getNodeByTitle('Preview Image')
+      const previewImage = new VueNodeFixture(previewLocator)
+      const subgraphLocator = comfyPage.vueNodes.getNodeByTitle('New Subgraph')
+      const subgraphNode = new VueNodeFixture(subgraphLocator)
+
+      await test.step('Add node', async () => {
+        await comfyPage.menu.topbar.newWorkflowButton.click()
+        await comfyPage.nextFrame()
+
+        await comfyPage.searchBoxV2.addNode('Preview Image')
+        await expect(previewImage.root).toBeVisible()
+      })
+
+      await test.step('Create subgraph', async () => {
+        await previewImage.title.click()
+        await comfyPage.page.keyboard.press('Control+Shift+e')
+        await expect(subgraphNode.root).toBeVisible()
+      })
+
+      await test.step('Inject Previews from different tab', async () => {
+        const jobId = await execution.run()
+        await comfyPage.menu.topbar.getTab(0).click()
+        await comfyPage.vueNodes.waitForNodes(7)
+
+        const images = [{ filename: 'example.png', type: 'input' }]
+        execution.executed(jobId, '2:1', { images })
+        await comfyPage.nextFrame()
+
+        await comfyPage.menu.topbar.getTab(1).click()
+        await comfyPage.vueNodes.waitForNodes(1)
+      })
+
+      await expect(subgraphNode.imagePreview.locator('img')).toHaveCount(1)
+    }
+  )
 })
 
 async function countColumns(locator: Locator) {

browser_tests/tests/vueNodes/widgets/load/uploadWidgets.spec.ts

@@ -1,3 +1,5 @@
+import type { UploadImageResponse } from '@comfyorg/ingest-types'
+
 import {
   comfyExpect as expect,
   comfyPageFixture as test
@@ -23,4 +25,42 @@ test.describe('Vue Upload Widgets', { tag: '@vue-nodes' }, () => {
       )
       .toBeGreaterThan(0)
   })
+
+  test('shows a spinner during upload', async ({ comfyPage }) => {
+    let releaseUpload: () => void = () => {}
+    const uploadResponse: UploadImageResponse = { name: 'spinner-test.png' }
+
+    await comfyPage.page.route('**/upload/image', async (route) => {
+      await new Promise<void>((resolve) => {
+        releaseUpload = resolve
+      })
+      await route.fulfill({
+        status: 200,
+        contentType: 'application/json',
+        body: JSON.stringify(uploadResponse)
+      })
+    })
+    for (const nodeName of ['Load Image', 'Load Video', 'Load Audio']) {
+      await test.step(`for ${nodeName}`, async () => {
+        await comfyPage.menu.topbar.newWorkflowButton.click()
+        await comfyPage.nextFrame()
+        await comfyPage.searchBoxV2.addNode(nodeName)
+
+        const node = comfyPage.vueNodes.getNodeByTitle(nodeName)
+        const fileInput = node.locator('input[type="file"]')
+        const spinner = node.getByRole('status')
+
+        await expect(spinner).toBeHidden()
+        await fileInput.setInputFiles({
+          name: 'spinner-test.png',
+          mimeType: 'image/png',
+          buffer: Buffer.from('test')
+        })
+
+        await expect(spinner).toBeVisible()
+        releaseUpload()
+        await expect(spinner).toBeHidden()
+      })
+    }
+  })
 })

browser_tests/tests/workspaceSwitcher.spec.ts

@@ -98,4 +98,43 @@ test.describe('Workspace switcher', { tag: '@cloud' }, () => {
     expect(box).not.toBeNull()
     expect(box!.height).toBeLessThan(SINGLE_LINE_MAX_HEIGHT_PX)
   })
+
+  test('opens the switcher to the left of the profile menu without overlap', async ({
+    comfyPage
+  }) => {
+    const page = comfyPage.page
+
+    await comfyPage.toast.closeToasts()
+    await page.getByRole('button', { name: 'Current user' }).click()
+    await page.getByTestId('workspace-switcher-trigger').click()
+
+    const panel = page.getByTestId('workspace-switcher-panel')
+    await expect(panel).toBeVisible()
+
+    const profileMenu = page.locator('.current-user-popover')
+    const panelBox = await panel.boundingBox()
+    const profileBox = await profileMenu.boundingBox()
+    expect(panelBox).not.toBeNull()
+    expect(profileBox).not.toBeNull()
+    expect(panelBox!.x + panelBox!.width).toBeLessThanOrEqual(profileBox!.x)
+  })
+
+  test('opens the create-workspace dialog with DES-246 copy', async ({
+    comfyPage
+  }) => {
+    const page = comfyPage.page
+
+    await comfyPage.toast.closeToasts()
+    await page.getByRole('button', { name: 'Current user' }).click()
+    await page.getByTestId('workspace-switcher-trigger').click()
+
+    await page.getByText('Create a workspace').click()
+
+    await expect(
+      page.getByText(
+        'Workspaces keep your projects and files organized. Subscribe to a Team plan to invite members.'
+      )
+    ).toBeVisible()
+    await expect(page.getByPlaceholder('Ex: Comfy Org')).toBeVisible()
+  })
 })

codecov.yml

@@ -4,3 +4,14 @@ comment:
   require_changes: false
   require_base: false
   require_head: true
+
+# Carry forward the last known coverage for a flag when its upload is missing or
+# late. The `e2e` flag is uploaded by a separate workflow_run job that can fail
+# or arrive after Codecov has already computed the patch status; without this,
+# E2E-only code paths show up as patch misses and the patch status fails. See
+# https://docs.codecov.com/docs/carryforward-flags
+flags:
+  unit:
+    carryforward: true
+  e2e:
+    carryforward: true

global.d.ts

@@ -49,6 +49,11 @@ interface Window {
     posthog_project_token?: string
     posthog_api_host?: string
     posthog_config?: Record<string, unknown>
+    customer_io?: {
+      write_key?: string
+      site_id?: string
+      user_id?: string
+    }
     require_whitelist?: boolean
     subscription_required?: boolean
     max_upload_size?: number

lint-staged.config.ts

@@ -34,7 +34,7 @@ function formatAndEslint(fileNames: string[]) {
   const joinedPaths = toJoinedRelativePaths(fileNames)
   return [
     `pnpm exec oxfmt --write ${joinedPaths}`,
-    `pnpm exec oxlint --type-aware --fix ${joinedPaths}`,
+    `pnpm exec oxlint --type-aware --no-error-on-unmatched-pattern --fix ${joinedPaths}`,
     `pnpm exec eslint --cache --fix --no-warn-ignored ${joinedPaths}`
   ]
 }

package.json

@@ -1,6 +1,6 @@
 {
   "name": "@comfyorg/comfyui-frontend",
-  "version": "1.46.13",
+  "version": "1.47.1",
   "private": true,
   "description": "Official front-end implementation of ComfyUI",
   "homepage": "https://comfy.org",
@@ -66,6 +66,7 @@
     "@comfyorg/registry-types": "workspace:*",
     "@comfyorg/shared-frontend-utils": "workspace:*",
     "@comfyorg/tailwind-utils": "workspace:*",
+    "@customerio/cdp-analytics-browser": "catalog:",
     "@formkit/auto-animate": "catalog:",
     "@iconify/json": "catalog:",
     "@primeuix/forms": "catalog:",
@@ -206,7 +207,7 @@
     "zod-to-json-schema": "catalog:"
   },
   "engines": {
-    "node": ">=25",
+    "node": ">=25 <26",
     "pnpm": ">=11.3"
   },
   "packageManager": "pnpm@11.3.0"

packages/tailwind-utils/src/index.ts

@@ -7,7 +7,10 @@ export type { ClassValue } from 'clsx'
 const twMerge = extendTailwindMerge({
   extend: {
     classGroups: {
-      'font-size': ['text-xxs', 'text-xxxs']
+      'font-size': ['text-xxs', 'text-xxxs'],
+      // tailwind-merge does not know Tailwind's `max-h-none`, so it never
+      // resolves conflicts like `max-h-[80vh] max-h-none` (both survive).
+      'max-h': [{ 'max-h': ['none'] }]
     }
   }
 })

pnpm-workspace.yaml

@@ -15,6 +15,7 @@ catalog:
   '@astrojs/sitemap': ^3.7.3
   '@astrojs/vue': ^6.0.1
   '@comfyorg/comfyui-electron-types': 0.6.2
+  '@customerio/cdp-analytics-browser': ^0.5.3
   '@eslint/js': ^10.0.1
   '@formkit/auto-animate': ^0.9.0
   '@iconify-json/lucide': ^1.1.178
@@ -79,7 +80,7 @@ catalog:
   eslint-import-resolver-typescript: ^4.4.4
   eslint-plugin-better-tailwindcss: ^4.3.1
   eslint-plugin-import-x: ^4.16.2
-  eslint-plugin-oxlint: 1.59.0
+  eslint-plugin-oxlint: 1.69.0
   eslint-plugin-playwright: ^2.10.1
   eslint-plugin-storybook: ^10.2.10
   eslint-plugin-testing-library: ^7.16.1
@@ -101,9 +102,9 @@ catalog:
   markdown-table: ^3.0.4
   mixpanel-browser: ^2.71.0
   monocart-coverage-reports: ^2.12.9
-  oxfmt: ^0.44.0
-  oxlint: ^1.59.0
-  oxlint-tsgolint: ^0.20.0
+  oxfmt: ^0.54.0
+  oxlint: ^1.69.0
+  oxlint-tsgolint: ^0.23.0
   picocolors: ^1.1.1
   pinia: ^3.0.4
   postcss-html: ^1.8.0

scripts/cicd/pr-playwright-deploy-and-comment.sh

@@ -1,8 +1,13 @@
 #!/bin/bash
 set -e
 
-# Deploy Playwright test reports to Cloudflare Pages and comment on PR
+# Deploy Playwright test reports to Cloudflare Pages and write section markdown.
 # Usage: ./pr-playwright-deploy-and-comment.sh <pr_number> <branch_name> <status>
+#
+# When SUMMARY_FILE env var is set, the generated markdown is written there
+# instead of posted as a standalone GitHub comment. The caller is then
+# responsible for upserting that content into the unified PR report via the
+# upsert-comment-section action.
 
 # Input validation
 # Validate PR number is numeric
@@ -103,17 +108,28 @@ deploy_report() {
     echo "failed"
 }
 
-# Post or update GitHub comment
+# Post or update GitHub comment, or write to SUMMARY_FILE if set.
+# When SUMMARY_FILE is set, the caller (workflow) is responsible for upserting
+# the content into the unified PR report via upsert-comment-section.
+# The gh-api branch below is unused in CI (SUMMARY_FILE is always set there);
+# it is retained for local/standalone runs that post a comment directly.
 post_comment() {
     body="$1"
+
+    if [ -n "${SUMMARY_FILE:-}" ]; then
+        printf '%s\n' "$body" > "$SUMMARY_FILE" || { echo "Failed to write $SUMMARY_FILE" >&2; exit 1; }
+        echo "Wrote playwright section to $SUMMARY_FILE" >&2
+        return
+    fi
+
     temp_file=$(mktemp)
     echo "$body" > "$temp_file"
-    
+
     if command -v gh > /dev/null 2>&1; then
         # Find existing comment ID
         existing=$(gh api "repos/$GITHUB_REPOSITORY/issues/$PR_NUMBER/comments" \
             --jq ".[] | select(.body | contains(\"$COMMENT_MARKER\")) | .id" | head -1)
-        
+
         if [ -n "$existing" ]; then
             # Update specific comment by ID
             gh api --method PATCH "repos/$GITHUB_REPOSITORY/issues/comments/$existing" \
@@ -126,15 +142,20 @@ post_comment() {
         echo "GitHub CLI not available, outputting comment:"
         cat "$temp_file"
     fi
-    
+
     rm -f "$temp_file"
 }
 
 # Main execution
 if [ "$STATUS" = "starting" ]; then
-    # Post concise starting comment
-    comment="$COMMENT_MARKER
+    # When writing to SUMMARY_FILE, omit the standalone marker (the upsert
+    # action uses its own section delimiters).
+    if [ -n "${SUMMARY_FILE:-}" ]; then
+        comment="## 🎭 Playwright: ⏳ Running..."
+    else
+        comment="$COMMENT_MARKER
 ## 🎭 Playwright: ⏳ Running..."
+    fi
     post_comment "$comment"
     
 else
@@ -281,9 +302,14 @@ else
         flaky_note=" · $total_flaky flaky"
     fi
     
-    # Generate compact single-line comment
-    comment="$COMMENT_MARKER
+    # Generate compact single-line comment (omit standalone marker when writing
+    # to SUMMARY_FILE — the upsert action adds its own section delimiters).
+    if [ -n "${SUMMARY_FILE:-}" ]; then
+        comment="## 🎭 Playwright: $status_icon $total_passed passed, $total_failed failed$flaky_note"
+    else
+        comment="$COMMENT_MARKER
 ## 🎭 Playwright: $status_icon $total_passed passed, $total_failed failed$flaky_note"
+    fi
 
     # Extract and display failed tests from all browsers (flaky tests are treated as passing)
     if [ $total_failed -gt 0 ]; then

scripts/cicd/pr-storybook-deploy-and-comment.sh

@@ -1,8 +1,13 @@
 #!/bin/bash
 set -e
 
-# Deploy Storybook to Cloudflare Pages and comment on PR
+# Deploy Storybook to Cloudflare Pages and write section markdown.
 # Usage: ./pr-storybook-deploy-and-comment.sh <pr_number> <branch_name> <status>
+#
+# When SUMMARY_FILE env var is set, the generated markdown is written there
+# instead of posted as a standalone GitHub comment. The caller is then
+# responsible for upserting that content into the unified PR report via the
+# upsert-comment-section action.
 
 # Input validation
 # Validate PR number is numeric
@@ -91,17 +96,26 @@ deploy_storybook() {
     echo "failed"
 }
 
-# Post or update GitHub comment
+# Post or update GitHub comment, or write to SUMMARY_FILE if set.
+# When SUMMARY_FILE is set, the caller (workflow) is responsible for upserting
+# the content into the unified PR report via upsert-comment-section.
 post_comment() {
     body="$1"
+
+    if [ -n "${SUMMARY_FILE:-}" ]; then
+        printf '%s\n' "$body" > "$SUMMARY_FILE" || { echo "Failed to write $SUMMARY_FILE" >&2; exit 1; }
+        echo "Wrote storybook section to $SUMMARY_FILE" >&2
+        return
+    fi
+
     temp_file=$(mktemp)
     echo "$body" > "$temp_file"
-    
+
     if command -v gh > /dev/null 2>&1; then
         # Find existing comment ID
         existing=$(gh api "repos/$GITHUB_REPOSITORY/issues/$PR_NUMBER/comments" \
             --jq ".[] | select(.body | contains(\"$COMMENT_MARKER\")) | .id" | head -1)
-        
+
         if [ -n "$existing" ]; then
             # Update specific comment by ID
             gh api --method PATCH "repos/$GITHUB_REPOSITORY/issues/comments/$existing" \
@@ -113,15 +127,20 @@ post_comment() {
         echo "GitHub CLI not available, outputting comment:"
         cat "$temp_file"
     fi
-    
+
     rm -f "$temp_file"
 }
 
 # Main execution
 if [ "$STATUS" = "starting" ]; then
-    # Post starting comment
-    comment="$COMMENT_MARKER
+    # When writing to SUMMARY_FILE, omit the standalone marker (the upsert
+    # action uses its own section delimiters).
+    if [ -n "${SUMMARY_FILE:-}" ]; then
+        comment="## 🎨 Storybook: <img alt='loading' src='https://github.com/user-attachments/assets/755c86ee-e445-4ea8-bc2c-cca85df48686' width='14px' height='14px'/> Building..."
+    else
+        comment="$COMMENT_MARKER
 ## 🎨 Storybook: <img alt='loading' src='https://github.com/user-attachments/assets/755c86ee-e445-4ea8-bc2c-cca85df48686' width='14px' height='14px'/> Building..."
+    fi
     post_comment "$comment"
     
 elif [ "$STATUS" = "completed" ]; then
@@ -197,10 +216,18 @@ elif [ "$STATUS" = "completed" ]; then
 
 </details>"
 
-    comment="$COMMENT_MARKER
+    # Omit standalone marker when writing to SUMMARY_FILE — the upsert action
+    # adds its own section delimiters.
+    if [ -n "${SUMMARY_FILE:-}" ]; then
+        comment="$header
+
+$details"
+    else
+        comment="$COMMENT_MARKER
 $header
 
 $details"
-    
+    fi
+
     post_comment "$comment"
-fi
+fi

scripts/perf-report.ts

@@ -316,12 +316,16 @@ function renderFullReport(
     lines.push(
       `⚠️ **${flaggedRows.length} regression${flaggedRows.length > 1 ? 's' : ''} detected**`,
       '',
+      '<details><summary>Show regressions</summary>',
+      '',
       ...tableHeader,
       ...flaggedRows,
+      '',
+      '</details>',
       ''
     )
   } else {
-    lines.push('No regressions detected.', '')
+    lines.push('✅ No regressions detected.', '')
   }
 
   lines.push(
@@ -393,6 +397,8 @@ function renderColdStartReport(
   lines.push(
     `> ℹ️ Collecting baseline variance data (${historicalCount}/15 runs). Significance will appear after 2 main branch runs.`,
     '',
+    '<details><summary>All metrics (cold start)</summary>',
+    '',
     '| Metric | Baseline | PR | Δ |',
     '|--------|----------|-----|---|'
   )
@@ -430,6 +436,7 @@ function renderColdStartReport(
     }
   }
 
+  lines.push('', '</details>')
   return lines
 }
 
@@ -438,7 +445,10 @@ function renderNoBaselineReport(
 ): string[] {
   const lines: string[] = []
   lines.push(
-    'No baseline found — showing absolute values.\n',
+    '> ℹ️ No baseline found — significance unavailable.',
+    '',
+    '<details><summary>Absolute values</summary>',
+    '',
     '| Metric | Value |',
     '|--------|-------|'
   )
@@ -449,6 +459,7 @@ function renderNoBaselineReport(
       lines.push(`| ${testName}: ${label} | ${formatValue(prVal, unit)} |`)
     }
   }
+  lines.push('', '</details>')
   return lines
 }
 

src/components/TopMenuSection.test.ts

@@ -87,6 +87,14 @@ vi.mock('@/scripts/app', () => ({
   }
 }))
 
+const mockTrackUiButtonClicked = vi.hoisted(() => vi.fn())
+
+vi.mock('@/platform/telemetry', () => ({
+  useTelemetry: () => ({
+    trackUiButtonClicked: mockTrackUiButtonClicked
+  })
+}))
+
 type WrapperOptions = {
   pinia?: ReturnType<typeof createTestingPinia>
   stubs?: Record<string, boolean | Component>
@@ -110,6 +118,9 @@ function createWrapper({
             activeJobsShort: '{count} active | {count} active',
             clearQueueTooltip: 'Clear queue'
           }
+        },
+        rightSidePanel: {
+          togglePanel: 'Toggle properties panel'
         }
       }
     }
@@ -266,6 +277,19 @@ describe('TopMenuSection', () => {
     expect(screen.queryByTestId('active-jobs-indicator')).toBeNull()
   })
 
+  it('tracks right side panel opens', async () => {
+    const { user } = createWrapper()
+
+    await user.click(
+      screen.getByRole('button', { name: 'Toggle properties panel' })
+    )
+
+    expect(mockTrackUiButtonClicked).toHaveBeenCalledWith({
+      button_id: 'right_side_panel_opened',
+      element_group: 'top_menu'
+    })
+  })
+
   it('hides queue progress overlay when QPO V2 is enabled', async () => {
     const pinia = createTestingPinia({ createSpy: vi.fn })
     const settingStore = useSettingStore(pinia)

src/components/TopMenuSection.vue

@@ -78,7 +78,7 @@
                 variant="secondary"
                 size="icon"
                 :aria-label="t('rightSidePanel.togglePanel')"
-                @click="rightSidePanelStore.togglePanel"
+                @click="openRightSidePanel"
               >
                 <i class="icon-[lucide--panel-right] size-4" />
               </Button>
@@ -148,6 +148,7 @@ import { useQueueFeatureFlags } from '@/composables/queue/useQueueFeatureFlags'
 import { useErrorHandling } from '@/composables/useErrorHandling'
 import { buildTooltipConfig } from '@/composables/useTooltipConfig'
 import { useSettingStore } from '@/platform/settings/settingStore'
+import { useTelemetry } from '@/platform/telemetry'
 import { app } from '@/scripts/app'
 import { useExecutionErrorStore } from '@/stores/executionErrorStore'
 import { useActionBarButtonStore } from '@/stores/actionBarButtonStore'
@@ -282,6 +283,14 @@ const rightSidePanelTooltipConfig = computed(() =>
   buildTooltipConfig(t('rightSidePanel.togglePanel'))
 )
 
+function openRightSidePanel() {
+  useTelemetry()?.trackUiButtonClicked({
+    button_id: 'right_side_panel_opened',
+    element_group: 'top_menu'
+  })
+  rightSidePanelStore.togglePanel()
+}
+
 // Maintain support for legacy topbar elements attached by custom scripts
 const legacyCommandsContainerRef = ref<HTMLElement>()
 const hasLegacyContent = ref(false)

src/components/actionbar/ComfyActionbar.vue

@@ -222,7 +222,8 @@ watch(visible, async (newVisible) => {
  */
 useEventListener(dragHandleRef, 'mousedown', () => {
   useTelemetry()?.trackUiButtonClicked({
-    button_id: 'actionbar_run_handle_drag_start'
+    button_id: 'actionbar_run_handle_drag_start',
+    element_group: 'actionbar'
   })
 })
 

src/components/actionbar/ComfyRunButton/CloudRunButtonWrapper.test.ts

@@ -0,0 +1,69 @@
+import { render, screen } from '@testing-library/vue'
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+import { nextTick, ref } from 'vue'
+
+import CloudRunButtonWrapper from './CloudRunButtonWrapper.vue'
+
+const mockIsActiveSubscription = ref(true)
+
+vi.mock('@/composables/billing/useBillingContext', () => ({
+  useBillingContext: () => ({
+    isActiveSubscription: mockIsActiveSubscription
+  })
+}))
+
+vi.mock('@/components/actionbar/ComfyRunButton/ComfyQueueButton.vue', () => ({
+  default: {
+    name: 'ComfyQueueButton',
+    template: '<div data-testid="queue-button" />'
+  }
+}))
+
+vi.mock('@/platform/cloud/subscription/components/SubscribeToRun.vue', () => ({
+  default: {
+    name: 'SubscribeToRun',
+    template: '<div data-testid="subscribe-to-run-button" />'
+  }
+}))
+
+function renderWrapper() {
+  return render(CloudRunButtonWrapper)
+}
+
+describe('CloudRunButtonWrapper', () => {
+  beforeEach(() => {
+    mockIsActiveSubscription.value = true
+  })
+
+  it('renders the runnable queue button when the subscription is active', () => {
+    renderWrapper()
+
+    expect(screen.getByTestId('queue-button')).toBeInTheDocument()
+    expect(
+      screen.queryByTestId('subscribe-to-run-button')
+    ).not.toBeInTheDocument()
+  })
+
+  it('locks the run button when the subscription is inactive', () => {
+    mockIsActiveSubscription.value = false
+    renderWrapper()
+
+    expect(screen.getByTestId('subscribe-to-run-button')).toBeInTheDocument()
+    expect(screen.queryByTestId('queue-button')).not.toBeInTheDocument()
+  })
+
+  it('unlocks the run button once the subscription becomes active again', async () => {
+    mockIsActiveSubscription.value = false
+    renderWrapper()
+
+    expect(screen.getByTestId('subscribe-to-run-button')).toBeInTheDocument()
+
+    mockIsActiveSubscription.value = true
+    await nextTick()
+
+    expect(screen.getByTestId('queue-button')).toBeInTheDocument()
+    expect(
+      screen.queryByTestId('subscribe-to-run-button')
+    ).not.toBeInTheDocument()
+  })
+})

src/components/actionbar/ComfyRunButton/ComfyQueueButton.vue

@@ -131,7 +131,8 @@ const queueModeMenuItemLookup = computed<Record<string, QueueModeMenuItem>>(
         tooltip: t('menu.onChangeTooltip'),
         command: () => {
           useTelemetry()?.trackUiButtonClicked({
-            button_id: 'queue_mode_option_run_on_change_selected'
+            button_id: 'queue_mode_option_run_on_change_selected',
+            element_group: 'queue'
           })
           queueMode.value = 'change'
         }
@@ -145,7 +146,8 @@ const queueModeMenuItemLookup = computed<Record<string, QueueModeMenuItem>>(
         tooltip: t('menu.instantTooltip'),
         command: () => {
           useTelemetry()?.trackUiButtonClicked({
-            button_id: 'queue_mode_option_run_instant_selected'
+            button_id: 'queue_mode_option_run_instant_selected',
+            element_group: 'queue'
           })
           queueMode.value = 'instant-idle'
         }
@@ -237,7 +239,8 @@ const queuePrompt = async (e: Event) => {
 
   if (batchCount.value > 1) {
     useTelemetry()?.trackUiButtonClicked({
-      button_id: 'queue_run_multiple_batches_submitted'
+      button_id: 'queue_run_multiple_batches_submitted',
+      element_group: 'queue'
     })
   }
 

src/components/breadcrumb/SubgraphBreadcrumb.vue

@@ -88,7 +88,8 @@ const home = computed(() => ({
   isBlueprint: isBlueprint.value,
   command: () => {
     useTelemetry()?.trackUiButtonClicked({
-      button_id: 'breadcrumb_subgraph_root_selected'
+      button_id: 'breadcrumb_subgraph_root_selected',
+      element_group: 'breadcrumb'
     })
     const canvas = useCanvasStore().getCanvas()
     if (!canvas.graph) throw new TypeError('Canvas has no graph')
@@ -103,7 +104,8 @@ const items = computed(() => {
     key: `subgraph-${subgraph.id}`,
     command: () => {
       useTelemetry()?.trackUiButtonClicked({
-        button_id: 'breadcrumb_subgraph_item_selected'
+        button_id: 'breadcrumb_subgraph_item_selected',
+        element_group: 'breadcrumb'
       })
       const canvas = useCanvasStore().getCanvas()
       if (!canvas.graph) throw new TypeError('Canvas has no graph')

src/components/builder/AppBuilder.vue

@@ -10,7 +10,7 @@ import IoItem from '@/components/builder/IoItem.vue'
 import PropertiesAccordionItem from '@/components/rightSidePanel/layout/PropertiesAccordionItem.vue'
 import { useResolvedSelectedInputs } from '@/components/builder/useResolvedSelectedInputs'
 import type { ResolvedSelection } from '@/components/builder/useResolvedSelectedInputs'
-import type { WidgetEntityId } from '@/world/entityIds'
+import type { WidgetId } from '@/types/widgetId'
 import { LiteGraph } from '@/lib/litegraph/src/litegraph'
 import type { LGraphNode, NodeId } from '@/lib/litegraph/src/LGraphNode'
 import type { LGraphCanvas } from '@/lib/litegraph/src/LGraphCanvas'
@@ -110,8 +110,8 @@ function getWidgetBounding(entry: ResolvedSelection): BoundStyle | undefined {
   }
 }
 
-function removeSelectedEntityId(entityId: WidgetEntityId): void {
-  const index = appModeStore.selectedInputs.findIndex(([id]) => id === entityId)
+function removeSelectedWidgetId(widgetId: WidgetId): void {
+  const index = appModeStore.selectedInputs.findIndex(([id]) => id === widgetId)
   if (index !== -1) appModeStore.selectedInputs.splice(index, 1)
 }
 
@@ -139,11 +139,11 @@ function handleClick(e: MouseEvent) {
   }
   if (!isSelectInputsMode.value || widget.options.canvasOnly) return
 
-  const entityId = widget.entityId
-  if (!entityId) return
-  const index = appModeStore.selectedInputs.findIndex(([id]) => id === entityId)
+  const widgetId = widget.widgetId
+  if (!widgetId) return
+  const index = appModeStore.selectedInputs.findIndex(([id]) => id === widgetId)
   if (index === -1)
-    appModeStore.selectedInputs.push([entityId, widget.name, undefined])
+    appModeStore.selectedInputs.push([widgetId, widget.name, undefined])
   else appModeStore.selectedInputs.splice(index, 1)
 }
 
@@ -172,7 +172,7 @@ const renderedInputs = computed<[string, MaybeRef<BoundStyle> | undefined][]>(
   () =>
     resolvedInputs.value.map(
       (entry) =>
-        [entry.entityId, getWidgetBounding(entry)] as [
+        [entry.widgetId, getWidgetBounding(entry)] as [
           string,
           MaybeRef<BoundStyle> | undefined
         ]
@@ -220,7 +220,7 @@ const renderedInputs = computed<[string, MaybeRef<BoundStyle> | undefined][]>(
           v-slot="{ dragClass }"
           v-model="appModeStore.selectedInputs"
         >
-          <template v-for="entry in resolvedInputs" :key="entry.entityId">
+          <template v-for="entry in resolvedInputs" :key="entry.widgetId">
             <IoItem
               v-if="entry.status === 'resolved'"
               :class="
@@ -239,7 +239,7 @@ const renderedInputs = computed<[string, MaybeRef<BoundStyle> | undefined][]>(
               "
               :title="entry.displayName"
               :sub-title="t('linearMode.builder.unknownWidget')"
-              :remove="() => removeSelectedEntityId(entry.entityId)"
+              :remove="() => removeSelectedWidgetId(entry.widgetId)"
             />
           </template>
         </DraggableList>

src/components/builder/AppModeWidgetList.vue

@@ -60,7 +60,7 @@ const mappedSelections = computed((): WidgetEntry[] => {
 
   return resolvedInputs.value.flatMap((entry) => {
     if (entry.status !== 'resolved') return []
-    const { entityId, node, widget, config } = entry
+    const { widgetId, node, widget, config } = entry
     if (node.mode !== LGraphEventMode.ALWAYS) return []
 
     if (!nodeDataByNode.has(node)) {
@@ -70,7 +70,7 @@ const mappedSelections = computed((): WidgetEntry[] => {
 
     const matchingWidget = fullNodeData.widgets?.find((vueWidget) => {
       if (vueWidget.slotMetadata?.linked) return false
-      return vueWidget.entityId === entityId
+      return vueWidget.widgetId === widgetId
     })
     if (!matchingWidget) return []
 
@@ -79,7 +79,7 @@ const mappedSelections = computed((): WidgetEntry[] => {
 
     return [
       {
-        key: entityId,
+        key: widgetId,
         persistedHeight: config?.height,
         nodeData: {
           ...fullNodeData,

src/components/builder/useResolvedSelectedInputs.test.ts

@@ -1,12 +1,13 @@
 import { createTestingPinia } from '@pinia/testing'
-import { fromAny } from '@total-typescript/shoehorn'
+import { fromAny, fromPartial } from '@total-typescript/shoehorn'
 import { setActivePinia } from 'pinia'
 import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
 
 import type { LGraphNode } from '@/lib/litegraph/src/LGraphNode'
+import type { INodeInputSlot } from '@/lib/litegraph/src/interfaces'
 import { app } from '@/scripts/app'
 import { useAppModeStore } from '@/stores/appModeStore'
-import type { WidgetEntityId } from '@/world/entityIds'
+import type { WidgetId } from '@/types/widgetId'
 
 import { useResolvedSelectedInputs } from './useResolvedSelectedInputs'
 
@@ -22,18 +23,29 @@ vi.mock('@/scripts/app', () => ({
 }))
 
 const rootGraphId = '11111111-1111-4111-8111-111111111111'
-const entitySeed = `${rootGraphId}:1:seed` as WidgetEntityId
+const entitySeed = `${rootGraphId}:1:seed` as WidgetId
 
 function makeNode(id: number, widgetNames: string[]): LGraphNode {
   return fromAny<LGraphNode, unknown>({
     id,
+    inputs: [],
+    isSubgraphNode: () => false,
     widgets: widgetNames.map((name) => ({
       name,
-      entityId: `${rootGraphId}:${id}:${name}` as WidgetEntityId
+      widgetId: `${rootGraphId}:${id}:${name}` as WidgetId
     }))
   })
 }
 
+function makeSubgraphNode(id: number, inputs: INodeInputSlot[]): LGraphNode {
+  return fromAny<LGraphNode, unknown>({
+    id,
+    inputs,
+    isSubgraphNode: () => true,
+    widgets: []
+  })
+}
+
 function setRootGraphNodes(nodes: LGraphNode[]) {
   vi.mocked(app.rootGraph).nodes = nodes
   vi.mocked(app.rootGraph).getNodeById = vi.fn(
@@ -88,4 +100,27 @@ describe('useResolvedSelectedInputs', () => {
 
     expect(resolved.value[0]?.status).toBe('unknown')
   })
+
+  it('resolves promoted subgraph inputs from their host input widgetId', () => {
+    const node = makeSubgraphNode(1, [
+      fromPartial<INodeInputSlot>({
+        name: 'seed',
+        label: 'renamed_seed',
+        widgetId: entitySeed
+      })
+    ])
+    setRootGraphNodes([node])
+
+    const appModeStore = useAppModeStore()
+    appModeStore.selectedInputs = [[entitySeed, 'seed']]
+
+    const resolved = useResolvedSelectedInputs()
+
+    expect(resolved.value[0]).toMatchObject({
+      status: 'resolved',
+      node,
+      displayName: 'seed',
+      widget: { name: 'seed', label: 'renamed_seed', widgetId: entitySeed }
+    })
+  })
 })

src/components/builder/useResolvedSelectedInputs.ts

@@ -1,18 +1,19 @@
 import { useEventListener } from '@vueuse/core'
 import { computed, shallowRef, triggerRef } from 'vue'
 
+import { promotedInputWidgets } from '@/core/graph/subgraph/promotedInputWidget'
 import type { LGraphNode } from '@/lib/litegraph/src/LGraphNode'
 import type { IBaseWidget } from '@/lib/litegraph/src/types/widgets'
 import type { InputWidgetConfig } from '@/platform/workflow/management/stores/comfyWorkflow'
 import { app } from '@/scripts/app'
 import { useAppModeStore } from '@/stores/appModeStore'
-import type { WidgetEntityId } from '@/world/entityIds'
-import { isWidgetEntityId, parseWidgetEntityId } from '@/world/entityIds'
+import type { WidgetId } from '@/types/widgetId'
+import { isWidgetId, parseWidgetId } from '@/types/widgetId'
 
 export type ResolvedSelection =
   | {
       status: 'resolved'
-      entityId: WidgetEntityId
+      widgetId: WidgetId
       node: LGraphNode
       widget: IBaseWidget
       displayName: string
@@ -20,7 +21,7 @@ export type ResolvedSelection =
     }
   | {
       status: 'unknown'
-      entityId: WidgetEntityId
+      widgetId: WidgetId
       displayName: string
       config?: InputWidgetConfig
     }
@@ -54,16 +55,19 @@ export function useResolvedSelectedInputs() {
     if (!rootGraph) return []
 
     return appModeStore.selectedInputs.flatMap(
-      ([entityId, displayName, config]): ResolvedSelection[] => {
-        if (!isWidgetEntityId(entityId)) return []
-        const { nodeId, name } = parseWidgetEntityId(entityId)
+      ([widgetId, displayName, config]): ResolvedSelection[] => {
+        if (!isWidgetId(widgetId)) return []
+        const { nodeId, name } = parseWidgetId(widgetId)
         const node = rootGraph.getNodeById(nodeId)
-        const widget = node?.widgets?.find((w) => w.name === name)
+        const widgets = node?.isSubgraphNode()
+          ? promotedInputWidgets(node)
+          : node?.widgets
+        const widget = widgets?.find((w) => w.name === name)
         if (!node || !widget) {
-          return [{ status: 'unknown', entityId, displayName, config }]
+          return [{ status: 'unknown', widgetId, displayName, config }]
         }
         return [
-          { status: 'resolved', entityId, node, widget, displayName, config }
+          { status: 'resolved', widgetId, node, widget, displayName, config }
         ]
       }
     )

src/components/common/WorkflowActionsDropdown.vue

@@ -40,7 +40,8 @@ function handleOpen(open: boolean) {
   if (open) {
     markAsSeen()
     useTelemetry()?.trackUiButtonClicked({
-      button_id: source
+      button_id: source,
+      element_group: 'workflow_actions'
     })
   }
 }

src/components/dialog/GlobalDialog.test.ts

@@ -17,7 +17,9 @@ import { useDialogStore } from '@/stores/dialogStore'
 const i18n = createI18n({
   legacy: false,
   locale: 'en',
-  messages: { en: { g: { close: 'Close' } } },
+  messages: {
+    en: { g: { close: 'Close', maximizeDialog: 'Maximize' } }
+  },
   missingWarn: false,
   fallbackWarn: false
 })
@@ -193,6 +195,68 @@ describe('GlobalDialog Reka parity with PrimeVue', () => {
 
     expect(store.isDialogOpen('reka-esc-blocked')).toBe(true)
   })
+
+  it('applies headerClass and bodyClass on the non-headless path', async () => {
+    mountDialog()
+    const store = useDialogStore()
+
+    store.showDialog({
+      key: 'reka-section-classes',
+      title: 'Section classes',
+      component: Body,
+      dialogComponentProps: {
+        renderer: 'reka',
+        headerClass: 'p-2',
+        bodyClass: 'p-0'
+      }
+    })
+
+    await screen.findByRole('dialog')
+
+    // eslint-disable-next-line testing-library/no-node-access
+    const header = screen.getByText('Section classes').parentElement
+    expect(header?.classList.contains('p-2')).toBe(true)
+    // twMerge drops the default header padding in favor of headerClass
+    expect(header?.classList.contains('px-4')).toBe(false)
+
+    // eslint-disable-next-line testing-library/no-node-access
+    const body = screen.getByTestId('body').parentElement
+    expect(body?.classList.contains('p-0')).toBe(true)
+    expect(body?.classList.contains('px-4')).toBe(false)
+  })
+
+  it('maximize overrides custom dimension classes from contentClass', async () => {
+    mountDialog()
+    const store = useDialogStore()
+    const user = userEvent.setup()
+
+    store.showDialog({
+      key: 'reka-maximize-wins',
+      title: 'Maximize wins',
+      component: Body,
+      dialogComponentProps: {
+        renderer: 'reka',
+        maximizable: true,
+        contentClass:
+          'w-[80vw] max-w-[80vw] sm:max-w-[80vw] h-[80vh] max-h-[80vh]'
+      }
+    })
+
+    const dialog = await screen.findByRole('dialog')
+    expect(dialog.classList.contains('w-[80vw]')).toBe(true)
+
+    await user.click(screen.getByRole('button', { name: 'Maximize' }))
+
+    // Maximized dimensions win over the caller's fixed dimensions,
+    // mirroring PrimeVue's `.p-dialog-maximized` !important behavior.
+    expect(dialog.classList.contains('size-auto')).toBe(true)
+    expect(dialog.classList.contains('max-h-none')).toBe(true)
+    expect(dialog.classList.contains('w-[80vw]')).toBe(false)
+    expect(dialog.classList.contains('h-[80vh]')).toBe(false)
+    expect(dialog.classList.contains('max-h-[80vh]')).toBe(false)
+    expect(dialog.classList.contains('max-w-[80vw]')).toBe(false)
+    expect(dialog.classList.contains('sm:max-w-[80vw]')).toBe(false)
+  })
 })
 
 describe('shouldPreventRekaDismiss', () => {
@@ -238,6 +302,22 @@ describe('shouldPreventRekaDismiss', () => {
     expect(event.defaultPrevented).toBe(false)
   })
 
+  it('prevents dismiss when the dialog is not the top-most (stacked)', () => {
+    // A backgrounded dialog must never dismiss on an outside pointer — the
+    // pointer belongs to the dialog stacked above it (e.g. Edit Keybinding
+    // opening over Settings). Target is outside any overlay, so only the
+    // is-active gate can prevent it.
+    const event = makeEvent(document.body)
+    onRekaPointerDownOutside({ dismissableMask: undefined }, event, false)
+    expect(event.defaultPrevented).toBe(true)
+  })
+
+  it('allows the top-most dialog to dismiss on a true outside pointer', () => {
+    const event = makeEvent(document.body)
+    onRekaPointerDownOutside({ dismissableMask: undefined }, event, true)
+    expect(event.defaultPrevented).toBe(false)
+  })
+
   it('prevents dismiss when dismissableMask is false even outside an overlay', () => {
     const event = makeEvent(document.body)
     onRekaPointerDownOutside({ dismissableMask: false }, event)

src/components/dialog/GlobalDialog.vue

@@ -18,13 +18,19 @@
           :maximized="!!item.dialogComponentProps.maximized"
           :class="item.dialogComponentProps.contentClass"
           :aria-labelledby="item.key"
+          @open-auto-focus="(e) => onRekaOpenAutoFocus(e, item.key)"
           @escape-key-down="
             (e) =>
               item.dialogComponentProps.closeOnEscape === false &&
               e.preventDefault()
           "
           @pointer-down-outside="
-            (e) => onRekaPointerDownOutside(item.dialogComponentProps, e)
+            (e) =>
+              onRekaPointerDownOutside(
+                item.dialogComponentProps,
+                e,
+                dialogStore.activeKey === item.key
+              )
           "
           @focus-outside="onRekaFocusOutside"
           @mousedown="() => dialogStore.riseDialog({ key: item.key })"
@@ -37,7 +43,7 @@
             />
           </template>
           <template v-else>
-            <DialogHeader>
+            <DialogHeader :class="item.dialogComponentProps.headerClass">
               <component
                 :is="item.headerComponent"
                 v-if="item.headerComponent"
@@ -58,14 +64,24 @@
                 />
               </div>
             </DialogHeader>
-            <div class="flex-1 overflow-auto px-4 py-2">
+            <div
+              :class="
+                cn(
+                  'flex-1 overflow-auto px-4 py-2',
+                  item.dialogComponentProps.bodyClass
+                )
+              "
+            >
               <component
                 :is="item.component"
                 v-bind="item.contentProps"
                 :maximized="item.dialogComponentProps.maximized"
               />
             </div>
-            <DialogFooter v-if="item.footerComponent">
+            <DialogFooter
+              v-if="item.footerComponent"
+              :class="item.dialogComponentProps.footerClass"
+            >
               <component :is="item.footerComponent" v-bind="item.footerProps" />
             </DialogFooter>
           </template>
@@ -109,6 +125,8 @@
 <script setup lang="ts">
 import PrimeDialog from 'primevue/dialog'
 
+import { cn } from '@comfyorg/tailwind-utils'
+
 import Dialog from '@/components/ui/dialog/Dialog.vue'
 import DialogClose from '@/components/ui/dialog/DialogClose.vue'
 import DialogContent from '@/components/ui/dialog/DialogContent.vue'
@@ -136,6 +154,22 @@ function onRekaOpenChange(key: string, open: boolean) {
   if (!open) dialogStore.closeDialog({ key })
 }
 
+// Reka's FocusScope focuses the first tabbable element on open (often a header
+// or footer button). Dialog content that marks an input with `autofocus` (e.g.
+// the keybinding capture input, the prompt input) relied on PrimeVue honoring
+// that attribute, so honor it here: focus the autofocus target and cancel
+// Reka's default auto-focus when one is present.
+function onRekaOpenAutoFocus(event: Event, key: string) {
+  const content = document.querySelector<HTMLElement>(
+    `[aria-labelledby="${CSS.escape(key)}"]`
+  )
+  const autofocusEl = content?.querySelector<HTMLElement>('[autofocus]')
+  if (autofocusEl) {
+    event.preventDefault()
+    autofocusEl.focus()
+  }
+}
+
 function toggleMaximize(item: DialogInstance) {
   item.dialogComponentProps.maximized = !item.dialogComponentProps.maximized
 }

src/components/dialog/content/ErrorDialogContent.vue

@@ -101,7 +101,8 @@ const reportOpen = ref(false)
  */
 const showReport = () => {
   useTelemetry()?.trackUiButtonClicked({
-    button_id: 'error_dialog_show_report_clicked'
+    button_id: 'error_dialog_show_report_clicked',
+    element_group: 'error_dialog'
   })
   reportOpen.value = true
 }

src/components/dialog/content/error/FindIssueButton.vue

@@ -25,7 +25,8 @@ const queryString = computed(() => props.errorMessage + ' is:issue')
 
 function openGitHubIssues() {
   useTelemetry()?.trackUiButtonClicked({
-    button_id: 'error_dialog_find_existing_issues_clicked'
+    button_id: 'error_dialog_find_existing_issues_clicked',
+    element_group: 'error_dialog'
   })
   const query = encodeURIComponent(queryString.value)
   const url = `https://github.com/${props.repoOwner}/${props.repoName}/issues?q=${query}`

src/components/dialog/content/subscription/CancelSubscriptionDialogContent.test.ts

@@ -1,7 +1,8 @@
-import { describe, expect, it, vi } from 'vitest'
+import { beforeEach, describe, expect, it, vi } from 'vitest'
 import { createI18n } from 'vue-i18n'
 
-import { render, screen } from '@testing-library/vue'
+import userEvent from '@testing-library/user-event'
+import { render, screen, waitFor } from '@testing-library/vue'
 
 import enMessages from '@/locales/en/main.json' with { type: 'json' }
 
@@ -44,23 +45,28 @@ const mockSubscription = vi.hoisted(() => ({
   value: null as { endDate: string | null } | null
 }))
 
+const mockCancelSubscription = vi.hoisted(() => vi.fn())
+const mockFetchStatus = vi.hoisted(() => vi.fn())
+const mockCloseDialog = vi.hoisted(() => vi.fn())
+const mockToastAdd = vi.hoisted(() => vi.fn())
+
 vi.mock('@/composables/billing/useBillingContext', () => ({
   useBillingContext: vi.fn(() => ({
-    cancelSubscription: vi.fn(),
-    fetchStatus: vi.fn(),
+    cancelSubscription: mockCancelSubscription,
+    fetchStatus: mockFetchStatus,
     subscription: mockSubscription
   }))
 }))
 
 vi.mock('@/stores/dialogStore', () => ({
   useDialogStore: vi.fn(() => ({
-    closeDialog: vi.fn()
+    closeDialog: mockCloseDialog
   }))
 }))
 
 vi.mock('primevue/usetoast', () => ({
   useToast: vi.fn(() => ({
-    add: vi.fn()
+    add: mockToastAdd
   }))
 }))
 
@@ -86,6 +92,54 @@ function renderComponent(props: { cancelAt?: string } = {}) {
 }
 
 describe('CancelSubscriptionDialogContent', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+  })
+
+  describe('cancel flow', () => {
+    it('shows an error toast and keeps the dialog open when cancellation fails', async () => {
+      mockSubscription.value = null
+      mockCancelSubscription.mockRejectedValueOnce(
+        new Error('Subscription cancellation timed out')
+      )
+
+      renderComponent()
+      await userEvent.click(
+        screen.getByRole('button', { name: /^cancel subscription$/i })
+      )
+
+      await waitFor(() =>
+        expect(mockToastAdd).toHaveBeenCalledWith(
+          expect.objectContaining({
+            severity: 'error',
+            detail: 'Subscription cancellation timed out'
+          })
+        )
+      )
+      expect(mockCloseDialog).not.toHaveBeenCalled()
+    })
+
+    it('closes the dialog and shows a success toast when cancellation succeeds', async () => {
+      mockSubscription.value = null
+      mockCancelSubscription.mockResolvedValueOnce(undefined)
+
+      renderComponent()
+      await userEvent.click(
+        screen.getByRole('button', { name: /^cancel subscription$/i })
+      )
+
+      await waitFor(() =>
+        expect(mockCloseDialog).toHaveBeenCalledWith({
+          key: 'cancel-subscription'
+        })
+      )
+      expect(mockFetchStatus).toHaveBeenCalled()
+      expect(mockToastAdd).toHaveBeenCalledWith(
+        expect.objectContaining({ severity: 'success' })
+      )
+    })
+  })
+
   describe('formattedEndDate fallbacks', () => {
     it('uses the localized fallback when no cancel timestamp is available', () => {
       mockSubscription.value = { endDate: null }

src/components/dialog/rekaPrimeVueBridge.ts

@@ -27,8 +27,19 @@ function isInsideOverlay(target: EventTarget | null): boolean {
 
 export function onRekaPointerDownOutside(
   options: { dismissableMask?: boolean },
-  event: OutsideEvent
+  event: OutsideEvent,
+  isActive = true
 ) {
+  // Stacked dialogs each render an independent Reka `Dialog` root, so a lower
+  // dialog's DismissableLayer sees a pointer-down that opened (or landed on)
+  // the dialog above it as "outside" and would dismiss itself — including via
+  // the upper dialog's overlay, whose element matches none of the portal
+  // selectors below. Only the top-most dialog may dismiss on an outside
+  // pointer, mirroring the escape-key handling in `GlobalDialog`.
+  if (!isActive) {
+    event.preventDefault()
+    return
+  }
   if (isInsideOverlay(event.detail.originalEvent.target)) {
     event.preventDefault()
     return

src/components/error/ErrorOverlay.test.ts

@@ -7,12 +7,26 @@ import { createI18n } from 'vue-i18n'
 import ErrorOverlay from './ErrorOverlay.vue'
 import { useExecutionErrorStore } from '@/stores/executionErrorStore'
 import type { NodeError } from '@/schemas/apiSchema'
+import type {
+  MissingPackGroup,
+  SwapNodeGroup
+} from '@/components/rightSidePanel/errors/useErrorGroups'
 import type { ErrorGroup } from '@/components/rightSidePanel/errors/types'
+import type { MissingMediaGroup } from '@/platform/missingMedia/types'
+import type { MissingModelGroup } from '@/platform/missingModel/types'
 
-const mockAllErrorGroups = vi.hoisted(() => ({ value: [] as ErrorGroup[] }))
+const mockErrorGroups = vi.hoisted(() => ({
+  allErrorGroups: { value: [] as ErrorGroup[] },
+  missingPackGroups: { value: [] as MissingPackGroup[] },
+  missingModelGroups: { value: [] as MissingModelGroup[] },
+  missingMediaGroups: { value: [] as MissingMediaGroup[] },
+  swapNodeGroups: { value: [] as SwapNodeGroup[] }
+}))
+
+const mockAllErrorGroups = mockErrorGroups.allErrorGroups
 
 vi.mock('@/components/rightSidePanel/errors/useErrorGroups', () => ({
-  useErrorGroups: () => ({ allErrorGroups: mockAllErrorGroups })
+  useErrorGroups: () => mockErrorGroups
 }))
 
 vi.mock('@/composables/graph/useNodeErrorFlagSync', () => ({
@@ -62,7 +76,6 @@ function createTestI18n() {
           dismiss: 'Dismiss'
         },
         errorOverlay: {
-          errorCount: '{count} ERROR | {count} ERRORS',
           multipleErrorCount: '{count} error found | {count} errors found',
           multipleErrorsMessage: 'Resolve them before running the workflow.',
           viewDetails: 'View details'
@@ -108,6 +121,10 @@ function renderOverlay(props: { appMode?: boolean } = {}) {
 describe('ErrorOverlay', () => {
   beforeEach(() => {
     mockAllErrorGroups.value = []
+    mockErrorGroups.missingPackGroups.value = []
+    mockErrorGroups.missingModelGroups.value = []
+    mockErrorGroups.missingMediaGroups.value = []
+    mockErrorGroups.swapNodeGroups.value = []
     mockOpenPanel.mockClear()
     mockCanvasStore.linearMode = false
     mockCanvasStore.canvas = null
@@ -116,17 +133,12 @@ describe('ErrorOverlay', () => {
   })
 
   it('renders a single overlay message without list markup', async () => {
-    renderOverlay()
-
-    const executionErrorStore = useExecutionErrorStore()
-    executionErrorStore.lastNodeErrors = {
-      '1': makeNodeError(['Only error'])
-    }
     mockAllErrorGroups.value = [
       {
         type: 'execution',
         groupKey: 'execution:KSampler',
         displayTitle: 'Execution failed',
+        count: 1,
         priority: 0,
         cards: [
           {
@@ -137,6 +149,12 @@ describe('ErrorOverlay', () => {
         ]
       }
     ]
+    renderOverlay()
+
+    const executionErrorStore = useExecutionErrorStore()
+    executionErrorStore.lastNodeErrors = {
+      '1': makeNodeError(['Only error'])
+    }
     executionErrorStore.showErrorOverlay()
     await nextTick()
 
@@ -145,21 +163,19 @@ describe('ErrorOverlay', () => {
     expect(screen.getByTestId('error-overlay-see-errors')).toHaveTextContent(
       'View details'
     )
+    expect(screen.getByTestId('error-overlay-dismiss')).toHaveAccessibleName(
+      'Close'
+    )
     expect(screen.queryByRole('list')).not.toBeInTheDocument()
   })
 
   it('keeps the app mode button label', async () => {
-    renderOverlay({ appMode: true })
-
-    const executionErrorStore = useExecutionErrorStore()
-    executionErrorStore.lastNodeErrors = {
-      '1': makeNodeError(['Only error'])
-    }
     mockAllErrorGroups.value = [
       {
         type: 'execution',
         groupKey: 'execution:KSampler',
         displayTitle: 'Execution failed',
+        count: 1,
         priority: 0,
         cards: [
           {
@@ -170,6 +186,12 @@ describe('ErrorOverlay', () => {
         ]
       }
     ]
+    renderOverlay({ appMode: true })
+
+    const executionErrorStore = useExecutionErrorStore()
+    executionErrorStore.lastNodeErrors = {
+      '1': makeNodeError(['Only error'])
+    }
     executionErrorStore.showErrorOverlay()
     await nextTick()
 

src/components/error/ErrorOverlay.vue

@@ -7,47 +7,35 @@
     <div v-if="isVisible" class="pointer-events-none flex w-full justify-end">
       <div
         role="status"
-        aria-live="polite"
         data-testid="error-overlay"
-        class="pointer-events-auto flex w-fit max-w-120 min-w-80 flex-col overflow-hidden rounded-lg border border-destructive-background bg-comfy-menu-bg shadow-interface transition-colors duration-200 ease-in-out"
+        class="pointer-events-auto relative flex w-fit max-w-120 min-w-80 flex-col gap-2 overflow-hidden rounded-lg border border-l-4 border-border-default border-l-destructive-background bg-base-background p-3 shadow-interface transition-colors duration-200 ease-in-out"
       >
-        <!-- Header -->
-        <div class="flex h-12 items-center gap-2 px-4">
-          <span class="flex-1 text-sm font-bold text-destructive-background">
+        <div class="flex w-full items-start gap-2 pr-8">
+          <i
+            class="mt-0.5 icon-[lucide--circle-x] size-4 shrink-0 text-destructive-background"
+          />
+          <span class="min-w-0 flex-1 truncate text-sm text-base-foreground">
             {{ overlayTitle }}
           </span>
-          <Button
-            variant="muted-textonly"
-            size="icon-sm"
-            :aria-label="t('g.close')"
-            @click="dismiss"
-          >
-            <i class="icon-[lucide--x] block size-5 leading-none" />
-          </Button>
         </div>
 
-        <!-- Body -->
-        <div class="px-4 pb-3" data-testid="error-overlay-messages">
+        <div
+          class="flex w-full items-start gap-2 pr-8"
+          data-testid="error-overlay-messages"
+        >
+          <span class="size-4 shrink-0" aria-hidden="true" />
           <p
-            class="m-0 line-clamp-3 text-sm/snug wrap-break-word whitespace-pre-wrap text-muted-foreground"
+            class="m-0 line-clamp-3 min-w-0 flex-1 text-sm/snug wrap-break-word whitespace-pre-wrap text-muted-foreground"
           >
             {{ overlayMessage }}
           </p>
         </div>
 
-        <!-- Footer -->
-        <div class="flex items-center justify-end gap-4 px-4 py-3">
-          <Button
-            variant="muted-textonly"
-            size="unset"
-            data-testid="error-overlay-dismiss"
-            @click="dismiss"
-          >
-            {{ t('g.dismiss') }}
-          </Button>
+        <div class="flex w-full items-center justify-end pt-2">
           <Button
             variant="secondary"
-            size="lg"
+            size="unset"
+            class="min-h-8 rounded-lg px-3 py-2 text-xs font-normal"
             data-testid="error-overlay-see-errors"
             @click="seeErrors"
           >
@@ -58,6 +46,17 @@
             }}
           </Button>
         </div>
+
+        <Button
+          variant="muted-textonly"
+          size="icon-sm"
+          class="absolute top-2 right-2 size-6 rounded-sm"
+          data-testid="error-overlay-dismiss"
+          :aria-label="t('g.close')"
+          @click="dismiss"
+        >
+          <i class="icon-[lucide--x] block size-4 leading-none" />
+        </Button>
       </div>
     </div>
   </Transition>

src/components/error/useErrorOverlayState.test.ts

@@ -8,12 +8,26 @@ import { useErrorOverlayState } from './useErrorOverlayState'
 import { useExecutionErrorStore } from '@/stores/executionErrorStore'
 import { useMissingMediaStore } from '@/platform/missingMedia/missingMediaStore'
 import type { NodeError } from '@/schemas/apiSchema'
+import type {
+  MissingPackGroup,
+  SwapNodeGroup
+} from '@/components/rightSidePanel/errors/useErrorGroups'
 import type { ErrorGroup } from '@/components/rightSidePanel/errors/types'
+import type { MissingMediaGroup } from '@/platform/missingMedia/types'
+import type { MissingModelGroup } from '@/platform/missingModel/types'
 
-const mockAllErrorGroups = vi.hoisted(() => ({ value: [] as ErrorGroup[] }))
+const mockErrorGroups = vi.hoisted(() => ({
+  allErrorGroups: { value: [] as ErrorGroup[] },
+  missingPackGroups: { value: [] as MissingPackGroup[] },
+  missingModelGroups: { value: [] as MissingModelGroup[] },
+  missingMediaGroups: { value: [] as MissingMediaGroup[] },
+  swapNodeGroups: { value: [] as SwapNodeGroup[] }
+}))
+
+const mockAllErrorGroups = mockErrorGroups.allErrorGroups
 
 vi.mock('@/components/rightSidePanel/errors/useErrorGroups', () => ({
-  useErrorGroups: () => ({ allErrorGroups: mockAllErrorGroups })
+  useErrorGroups: () => mockErrorGroups
 }))
 
 vi.mock('@/composables/graph/useNodeErrorFlagSync', () => ({
@@ -44,7 +58,6 @@ function createTestI18n() {
     messages: {
       en: {
         errorOverlay: {
-          errorCount: '{count} ERROR | {count} ERRORS',
           multipleErrorCount: '{count} error found | {count} errors found',
           multipleErrorsMessage: 'Resolve them before running the workflow.'
         }
@@ -92,20 +105,19 @@ function mountOverlayState() {
 describe('useErrorOverlayState', () => {
   beforeEach(() => {
     mockAllErrorGroups.value = []
+    mockErrorGroups.missingPackGroups.value = []
+    mockErrorGroups.missingModelGroups.value = []
+    mockErrorGroups.missingMediaGroups.value = []
+    mockErrorGroups.swapNodeGroups.value = []
   })
 
   it('uses the raw message for a single uncataloged execution error', async () => {
-    mountOverlayState()
-
-    const executionErrorStore = useExecutionErrorStore()
-    executionErrorStore.lastNodeErrors = {
-      '1': makeNodeError(['Only error'])
-    }
     mockAllErrorGroups.value = [
       {
         type: 'execution',
         groupKey: 'execution:KSampler',
         displayTitle: 'Execution failed',
+        count: 1,
         priority: 0,
         cards: [
           {
@@ -116,6 +128,12 @@ describe('useErrorOverlayState', () => {
         ]
       }
     ]
+    mountOverlayState()
+
+    const executionErrorStore = useExecutionErrorStore()
+    executionErrorStore.lastNodeErrors = {
+      '1': makeNodeError(['Only error'])
+    }
     executionErrorStore.showErrorOverlay()
     await nextTick()
 
@@ -125,17 +143,12 @@ describe('useErrorOverlayState', () => {
   })
 
   it('uses toast copy for a single validation error', async () => {
-    mountOverlayState()
-
-    const executionErrorStore = useExecutionErrorStore()
-    executionErrorStore.lastNodeErrors = {
-      '1': makeNodeError(['Required input is missing'])
-    }
     mockAllErrorGroups.value = [
       {
         type: 'execution',
         groupKey: 'execution:KSampler',
         displayTitle: 'Required input is missing',
+        count: 1,
         priority: 0,
         cards: [
           {
@@ -152,6 +165,12 @@ describe('useErrorOverlayState', () => {
         ]
       }
     ]
+    mountOverlayState()
+
+    const executionErrorStore = useExecutionErrorStore()
+    executionErrorStore.lastNodeErrors = {
+      '1': makeNodeError(['Required input is missing'])
+    }
     executionErrorStore.showErrorOverlay()
     await nextTick()
 
@@ -164,17 +183,12 @@ describe('useErrorOverlayState', () => {
   })
 
   it('uses display copy before raw copy when toast copy is absent', async () => {
-    mountOverlayState()
-
-    const executionErrorStore = useExecutionErrorStore()
-    executionErrorStore.lastNodeErrors = {
-      '1': makeNodeError(['Raw validation error'])
-    }
     mockAllErrorGroups.value = [
       {
         type: 'execution',
         groupKey: 'execution:KSampler',
         displayTitle: 'Friendly validation title',
+        count: 1,
         priority: 0,
         cards: [
           {
@@ -190,6 +204,12 @@ describe('useErrorOverlayState', () => {
         ]
       }
     ]
+    mountOverlayState()
+
+    const executionErrorStore = useExecutionErrorStore()
+    executionErrorStore.lastNodeErrors = {
+      '1': makeNodeError(['Raw validation error'])
+    }
     executionErrorStore.showErrorOverlay()
     await nextTick()
 
@@ -202,24 +222,12 @@ describe('useErrorOverlayState', () => {
   })
 
   it('uses toast copy for a single runtime error', async () => {
-    mountOverlayState()
-
-    const executionErrorStore = useExecutionErrorStore()
-    executionErrorStore.lastExecutionError = {
-      prompt_id: 'prompt',
-      node_id: 1,
-      node_type: 'KSampler',
-      executed: [],
-      exception_message: 'CUDA out of memory',
-      exception_type: 'torch.OutOfMemoryError',
-      traceback: [],
-      timestamp: Date.now()
-    }
     mockAllErrorGroups.value = [
       {
         type: 'execution',
         groupKey: 'execution:KSampler',
         displayTitle: 'Generation failed',
+        count: 1,
         priority: 0,
         cards: [
           {
@@ -237,6 +245,19 @@ describe('useErrorOverlayState', () => {
         ]
       }
     ]
+    mountOverlayState()
+
+    const executionErrorStore = useExecutionErrorStore()
+    executionErrorStore.lastExecutionError = {
+      prompt_id: 'prompt',
+      node_id: 1,
+      node_type: 'KSampler',
+      executed: [],
+      exception_message: 'CUDA out of memory',
+      exception_type: 'torch.OutOfMemoryError',
+      traceback: [],
+      timestamp: Date.now()
+    }
     executionErrorStore.showErrorOverlay()
     await nextTick()
 
@@ -247,6 +268,44 @@ describe('useErrorOverlayState', () => {
   })
 
   it('uses group toast copy for a single missing media error', async () => {
+    mockErrorGroups.missingMediaGroups.value = [
+      {
+        mediaType: 'image',
+        items: [
+          {
+            name: 'image.png',
+            mediaType: 'image',
+            representative: {
+              nodeId: '1',
+              nodeType: 'LoadImage',
+              widgetName: 'image',
+              mediaType: 'image',
+              name: 'image.png',
+              isMissing: true
+            },
+            referencingNodes: [
+              {
+                nodeId: '1',
+                nodeType: 'LoadImage',
+                widgetName: 'image'
+              }
+            ]
+          }
+        ]
+      }
+    ]
+    mockAllErrorGroups.value = [
+      {
+        type: 'missing_media',
+        groupKey: 'missing_media',
+        displayTitle: 'Media input missing',
+        displayMessage: 'A required media input has no file selected.',
+        toastTitle: 'Media input missing',
+        toastMessage: 'Load Image is missing a required media file.',
+        count: 1,
+        priority: 3
+      }
+    ]
     mountOverlayState()
 
     const executionErrorStore = useExecutionErrorStore()
@@ -261,17 +320,6 @@ describe('useErrorOverlayState', () => {
         isMissing: true
       }
     ])
-    mockAllErrorGroups.value = [
-      {
-        type: 'missing_media',
-        groupKey: 'missing_media',
-        displayTitle: 'Media input missing',
-        displayMessage: 'A required media input has no file selected.',
-        toastTitle: 'Media input missing',
-        toastMessage: 'Load Image is missing a required media file.',
-        priority: 3
-      }
-    ]
     executionErrorStore.showErrorOverlay()
     await nextTick()
 
@@ -281,6 +329,147 @@ describe('useErrorOverlayState', () => {
     )
   })
 
+  it('uses group copy for one missing model referenced by multiple nodes', async () => {
+    mockErrorGroups.missingModelGroups.value = [
+      {
+        directory: 'checkpoints',
+        isAssetSupported: true,
+        models: [
+          {
+            name: 'missing.safetensors',
+            representative: {
+              nodeId: '1',
+              nodeType: 'CheckpointLoaderSimple',
+              widgetName: 'ckpt_name',
+              name: 'missing.safetensors',
+              directory: 'checkpoints',
+              isAssetSupported: true,
+              isMissing: true
+            },
+            referencingNodes: [
+              { nodeId: '1', widgetName: 'ckpt_name' },
+              { nodeId: '2', widgetName: 'ckpt_name' }
+            ]
+          }
+        ]
+      }
+    ]
+    mockAllErrorGroups.value = [
+      {
+        type: 'missing_model',
+        groupKey: 'missing_model',
+        displayTitle: 'Missing Models',
+        displayMessage: 'Import a model, or open the node to replace it.',
+        toastTitle: 'Model missing',
+        toastMessage: 'CheckpointLoaderSimple is missing missing.safetensors.',
+        count: 1,
+        priority: 2
+      }
+    ]
+    mountOverlayState()
+
+    const executionErrorStore = useExecutionErrorStore()
+    executionErrorStore.showErrorOverlay()
+    await nextTick()
+
+    expect(screen.getByTestId('title')).toHaveTextContent('Missing Models')
+    expect(screen.getByTestId('message')).toHaveTextContent(
+      'Import a model, or open the node to replace it.'
+    )
+  })
+
+  it('uses group copy for one execution group with multiple errors', async () => {
+    mockAllErrorGroups.value = [
+      {
+        type: 'execution',
+        groupKey: 'execution:required_input_missing',
+        displayTitle: 'Missing connection',
+        displayMessage: 'Required input slots have no connection feeding them.',
+        count: 2,
+        priority: 1,
+        cards: [
+          {
+            id: '1',
+            title: 'KSampler',
+            errors: [
+              { message: 'KSampler is missing model' },
+              { message: 'KSampler is missing positive' }
+            ]
+          }
+        ]
+      }
+    ]
+    mountOverlayState()
+
+    const executionErrorStore = useExecutionErrorStore()
+    executionErrorStore.showErrorOverlay()
+    await nextTick()
+
+    expect(screen.getByTestId('title')).toHaveTextContent('Missing connection')
+    expect(screen.getByTestId('message')).toHaveTextContent(
+      'Required input slots have no connection feeding them.'
+    )
+  })
+
+  it('uses aggregate copy for one missing model group with multiple rows', async () => {
+    mockErrorGroups.missingModelGroups.value = [
+      {
+        directory: 'checkpoints',
+        isAssetSupported: true,
+        models: [
+          {
+            name: 'first.safetensors',
+            representative: {
+              nodeId: '1',
+              nodeType: 'CheckpointLoaderSimple',
+              widgetName: 'ckpt_name',
+              name: 'first.safetensors',
+              directory: 'checkpoints',
+              isAssetSupported: true,
+              isMissing: true
+            },
+            referencingNodes: [{ nodeId: '1', widgetName: 'ckpt_name' }]
+          },
+          {
+            name: 'second.safetensors',
+            representative: {
+              nodeId: '2',
+              nodeType: 'CheckpointLoaderSimple',
+              widgetName: 'ckpt_name',
+              name: 'second.safetensors',
+              directory: 'checkpoints',
+              isAssetSupported: true,
+              isMissing: true
+            },
+            referencingNodes: [{ nodeId: '2', widgetName: 'ckpt_name' }]
+          }
+        ]
+      }
+    ]
+    mockAllErrorGroups.value = [
+      {
+        type: 'missing_model',
+        groupKey: 'missing_model',
+        displayTitle: 'Missing Models',
+        displayMessage: 'Import a model, or open the node to replace it.',
+        toastTitle: 'Missing models',
+        toastMessage: '2 model files are missing.',
+        count: 2,
+        priority: 2
+      }
+    ]
+    mountOverlayState()
+
+    const executionErrorStore = useExecutionErrorStore()
+    executionErrorStore.showErrorOverlay()
+    await nextTick()
+
+    expect(screen.getByTestId('title')).toHaveTextContent('2 errors found')
+    expect(screen.getByTestId('message')).toHaveTextContent(
+      'Resolve them before running the workflow.'
+    )
+  })
+
   it('does not show when a raw error has no resolved overlay message', async () => {
     mountOverlayState()
 
@@ -295,26 +484,14 @@ describe('useErrorOverlayState', () => {
     expect(screen.getByTestId('message')).toBeEmptyDOMElement()
   })
 
-  it('uses aggregate copy for multiple errors', async () => {
-    mountOverlayState()
-
-    const executionErrorStore = useExecutionErrorStore()
-    executionErrorStore.lastNodeErrors = {
-      '1': makeNodeError([
-        'First error',
-        'Second error',
-        'Third error',
-        'Fourth error',
-        'Fifth error',
-        'Sixth error',
-        'Seventh error'
-      ])
-    }
+  it('uses grouped error counts for aggregate copy', async () => {
     mockAllErrorGroups.value = [
       {
         type: 'execution',
         groupKey: 'execution:KSampler',
         displayTitle: 'Execution failed',
+        displayMessage: 'First group message',
+        count: 2,
         priority: 0,
         cards: [
           {
@@ -323,13 +500,31 @@ describe('useErrorOverlayState', () => {
             errors: [{ message: 'First error' }]
           }
         ]
+      },
+      {
+        type: 'execution',
+        groupKey: 'execution:CLIPTextEncode',
+        displayTitle: 'Invalid CLIP input',
+        displayMessage: 'Second group message',
+        count: 3,
+        priority: 1,
+        cards: [
+          {
+            id: '2',
+            title: 'CLIPTextEncode',
+            errors: [{ message: 'Second error' }]
+          }
+        ]
       }
     ]
+    mountOverlayState()
+
+    const executionErrorStore = useExecutionErrorStore()
     executionErrorStore.showErrorOverlay()
     await nextTick()
 
     expect(screen.getByTestId('visible')).toHaveTextContent('true')
-    expect(screen.getByTestId('title')).toHaveTextContent('7 errors found')
+    expect(screen.getByTestId('title')).toHaveTextContent('5 errors found')
     expect(screen.getByTestId('message')).toHaveTextContent(
       'Resolve them before running the workflow.'
     )

src/components/error/useErrorOverlayState.ts

@@ -4,11 +4,17 @@ import { storeToRefs } from 'pinia'
 
 import { useExecutionErrorStore } from '@/stores/executionErrorStore'
 import { useErrorGroups } from '@/components/rightSidePanel/errors/useErrorGroups'
+import type {
+  MissingPackGroup,
+  SwapNodeGroup
+} from '@/components/rightSidePanel/errors/useErrorGroups'
 import type { ErrorGroup } from '@/components/rightSidePanel/errors/types'
+import type { MissingMediaGroup } from '@/platform/missingMedia/types'
+import type { MissingModelGroup } from '@/platform/missingModel/types'
 
-function resolveSingleOverlayCopy(
-  group: ErrorGroup
-): { title?: string; message: string } | undefined {
+type OverlayCopy = { title?: string; message: string }
+
+function resolveSingleOverlayCopy(group: ErrorGroup): OverlayCopy | undefined {
   if (group.type === 'execution') {
     const [card] = group.cards
     const [error] = card?.errors ?? []
@@ -37,27 +43,119 @@ function resolveSingleOverlayCopy(
   }
 }
 
+function resolveGroupOverlayCopy(group: ErrorGroup): OverlayCopy | undefined {
+  const message =
+    group.displayMessage ?? group.toastMessage ?? group.displayTitle
+  if (!message) return undefined
+
+  return {
+    title: group.displayTitle,
+    message
+  }
+}
+
+function countMissingNodeReferences(groups: MissingPackGroup[]): number {
+  return groups.reduce((count, group) => count + group.nodeTypes.length, 0)
+}
+
+function countSwapNodeReferences(groups: SwapNodeGroup[]): number {
+  return groups.reduce((count, group) => count + group.nodeTypes.length, 0)
+}
+
+function getMissingModelRows(groups: MissingModelGroup[]) {
+  return groups.flatMap((group) => group.models)
+}
+
+function getMissingMediaRows(groups: MissingMediaGroup[]) {
+  return groups.flatMap((group) => group.items)
+}
+
+function hasSingleRowWithAtMostOneReference(
+  rows: Array<{ referencingNodes: readonly unknown[] }>
+): boolean {
+  const row = rows[0]
+  return (
+    rows.length === 1 && row !== undefined && row.referencingNodes.length <= 1
+  )
+}
+
+interface OverlayGroupContext {
+  missingPackGroups: MissingPackGroup[]
+  missingModelGroups: MissingModelGroup[]
+  missingMediaGroups: MissingMediaGroup[]
+  swapNodeGroups: SwapNodeGroup[]
+}
+
+function isSingleLeafGroup(
+  group: ErrorGroup,
+  context: OverlayGroupContext
+): boolean {
+  if (group.type === 'execution') {
+    return group.cards.length === 1 && group.cards[0]?.errors.length === 1
+  }
+
+  if (group.type === 'missing_node') {
+    return (
+      context.missingPackGroups.length === 1 &&
+      countMissingNodeReferences(context.missingPackGroups) === 1
+    )
+  }
+
+  if (group.type === 'swap_nodes') {
+    return (
+      context.swapNodeGroups.length === 1 &&
+      countSwapNodeReferences(context.swapNodeGroups) === 1
+    )
+  }
+
+  if (group.type === 'missing_model') {
+    return hasSingleRowWithAtMostOneReference(
+      getMissingModelRows(context.missingModelGroups)
+    )
+  }
+
+  return hasSingleRowWithAtMostOneReference(
+    getMissingMediaRows(context.missingMediaGroups)
+  )
+}
+
+function shouldUseAggregateCopyForSingleGroup(
+  group: ErrorGroup,
+  context: OverlayGroupContext
+): boolean {
+  if (group.type === 'missing_node') {
+    return context.missingPackGroups.length > 1
+  }
+
+  if (group.type === 'swap_nodes') {
+    return context.swapNodeGroups.length > 1
+  }
+
+  if (group.type === 'missing_model') {
+    return getMissingModelRows(context.missingModelGroups).length > 1
+  }
+
+  if (group.type === 'missing_media') {
+    return getMissingMediaRows(context.missingMediaGroups).length > 1
+  }
+
+  return false
+}
+
 export function useErrorOverlayState() {
   const { t } = useI18n()
   const executionErrorStore = useExecutionErrorStore()
-  const { totalErrorCount, isErrorOverlayOpen } =
-    storeToRefs(executionErrorStore)
-  const { allErrorGroups } = useErrorGroups('')
+  const { isErrorOverlayOpen } = storeToRefs(executionErrorStore)
+  const {
+    allErrorGroups,
+    missingPackGroups,
+    missingModelGroups,
+    missingMediaGroups,
+    swapNodeGroups
+  } = useErrorGroups('')
 
-  const hasExactlyOneError = computed(() => totalErrorCount.value === 1)
-  const hasMultipleErrors = computed(() => totalErrorCount.value > 1)
-  const singleErrorGroup = computed(() =>
-    hasExactlyOneError.value && allErrorGroups.value.length === 1
-      ? allErrorGroups.value[0]
-      : undefined
-  )
-
-  const errorCountLabel = computed(() =>
-    t(
-      'errorOverlay.errorCount',
-      { count: totalErrorCount.value },
-      totalErrorCount.value
-    )
+  const totalErrorCount = computed(() =>
+    allErrorGroups.value.reduce((sum, group) => sum + group.count, 0)
   )
 
   const multipleErrorCountLabel = computed(() =>
@@ -68,25 +166,38 @@ export function useErrorOverlayState() {
     )
   )
 
-  const singleOverlayCopy = computed(() =>
-    singleErrorGroup.value
-      ? resolveSingleOverlayCopy(singleErrorGroup.value)
-      : undefined
-  )
+  const aggregateOverlayCopy = computed<OverlayCopy>(() => ({
+    title: multipleErrorCountLabel.value,
+    message: t('errorOverlay.multipleErrorsMessage')
+  }))
 
-  const overlayMessage = computed(() => {
-    if (hasMultipleErrors.value) {
-      return t('errorOverlay.multipleErrorsMessage')
+  const overlayCopy = computed<OverlayCopy | undefined>(() => {
+    const groups = allErrorGroups.value
+    if (groups.length === 0) return undefined
+    if (groups.length > 1) return aggregateOverlayCopy.value
+
+    const [group] = groups
+    const context = {
+      missingPackGroups: missingPackGroups.value,
+      missingModelGroups: missingModelGroups.value,
+      missingMediaGroups: missingMediaGroups.value,
+      swapNodeGroups: swapNodeGroups.value
     }
 
-    return singleOverlayCopy.value?.message ?? ''
+    if (shouldUseAggregateCopyForSingleGroup(group, context)) {
+      return aggregateOverlayCopy.value
+    }
+
+    if (isSingleLeafGroup(group, context)) {
+      return resolveSingleOverlayCopy(group) ?? resolveGroupOverlayCopy(group)
+    }
+
+    return resolveGroupOverlayCopy(group)
   })
 
-  const overlayTitle = computed(() =>
-    hasMultipleErrors.value
-      ? multipleErrorCountLabel.value
-      : (singleOverlayCopy.value?.title ?? errorCountLabel.value)
-  )
+  const overlayMessage = computed(() => overlayCopy.value?.message ?? '')
+
+  const overlayTitle = computed(() => overlayCopy.value?.title ?? '')
 
   const isVisible = computed(
     () =>

src/components/graph/DomWidgets.test.ts

@@ -57,154 +57,85 @@ function drawFrame(canvas: LGraphCanvas) {
   canvas.onDrawForeground?.({} as CanvasRenderingContext2D, new Rectangle())
 }
 
-describe('DomWidgets transition grace characterization', () => {
+describe('DomWidgets positioning', () => {
   beforeEach(() => {
     setActivePinia(createTestingPinia({ stubActions: false }))
   })
 
-  it('applies transition grace for exactly one frame when override exists but is not active', () => {
+  it('positions an active visible widget relative to its owning node', () => {
     const canvasStore = useCanvasStore()
     const domWidgetStore = useDomWidgetStore()
 
-    const graphA = new LGraph()
-    const graphB = new LGraph()
-    const interiorNode = createNode(graphA, 1, 'interior', [100, 200])
-    const overrideNode = createNode(graphB, 2, 'override', [600, 700])
-
-    const widget = createWidget('widget-transition', interiorNode, 14)
-    const overrideWidget = createWidget('override-widget', overrideNode, 22)
+    const graph = new LGraph()
+    const node = createNode(graph, 1, 'host', [100, 200])
+    const widget = createWidget('widget-pos', node, 14)
 
     domWidgetStore.registerWidget(widget)
-    domWidgetStore.setPositionOverride(widget.id, {
-      node: overrideNode,
-      widget: overrideWidget
+
+    const canvas = createCanvas(graph)
+    canvasStore.canvas = canvas
+
+    render(DomWidgets, {
+      global: { stubs: { DomWidget: true } }
     })
+
+    drawFrame(canvas)
+
+    const widgetState = domWidgetStore.widgetStates.get(widget.id)
+    if (!widgetState) throw new Error('Widget state not registered')
+    expect(widgetState.visible).toBe(true)
+    expect(widgetState.pos).toEqual([110, 224])
+  })
+
+  it('hides a widget whose owning node is in a different graph', () => {
+    const canvasStore = useCanvasStore()
+    const domWidgetStore = useDomWidgetStore()
+
+    const currentGraph = new LGraph()
+    const otherGraph = new LGraph()
+    const node = createNode(otherGraph, 1, 'host', [100, 200])
+    const widget = createWidget('widget-other-graph', node, 14)
+
+    domWidgetStore.registerWidget(widget)
+
+    const canvas = createCanvas(currentGraph)
+    canvasStore.canvas = canvas
+
+    render(DomWidgets, {
+      global: { stubs: { DomWidget: true } }
+    })
+
+    drawFrame(canvas)
+
+    const widgetState = domWidgetStore.widgetStates.get(widget.id)
+    if (!widgetState) throw new Error('Widget state not registered')
+    expect(widgetState.visible).toBe(false)
+  })
+
+  it('hides an inactive widget', () => {
+    const canvasStore = useCanvasStore()
+    const domWidgetStore = useDomWidgetStore()
+
+    const graph = new LGraph()
+    const node = createNode(graph, 1, 'host', [0, 0])
+    const widget = createWidget('widget-inactive', node, 10)
+
+    domWidgetStore.registerWidget(widget)
     domWidgetStore.deactivateWidget(widget.id)
 
     const widgetState = domWidgetStore.widgetStates.get(widget.id)
     if (!widgetState) throw new Error('Widget state not registered')
     widgetState.visible = true
-    widgetState.pos = [321, 654]
 
-    const canvas = createCanvas(graphA)
+    const canvas = createCanvas(graph)
     canvasStore.canvas = canvas
 
     render(DomWidgets, {
-      global: {
-        stubs: {
-          DomWidget: true
-        }
-      }
+      global: { stubs: { DomWidget: true } }
     })
 
     drawFrame(canvas)
-    expect(widgetState.visible).toBe(true)
-    expect(widgetState.pos).toEqual([321, 654])
 
-    drawFrame(canvas)
     expect(widgetState.visible).toBe(false)
   })
-
-  it('uses override positioning while override node is in current graph even when widget is inactive', () => {
-    const canvasStore = useCanvasStore()
-    const domWidgetStore = useDomWidgetStore()
-
-    const graphA = new LGraph()
-    const graphB = new LGraph()
-    const interiorNode = createNode(graphA, 1, 'interior', [10, 20])
-    const overrideNode = createNode(graphB, 2, 'override', [300, 400])
-
-    const widget = createWidget('widget-override-active', interiorNode, 8)
-    const overrideWidget = createWidget(
-      'override-position-source',
-      overrideNode,
-      18
-    )
-
-    domWidgetStore.registerWidget(widget)
-    domWidgetStore.setPositionOverride(widget.id, {
-      node: overrideNode,
-      widget: overrideWidget
-    })
-    domWidgetStore.deactivateWidget(widget.id)
-
-    const widgetState = domWidgetStore.widgetStates.get(widget.id)
-    if (!widgetState) throw new Error('Widget state not registered')
-
-    const canvas = createCanvas(graphB)
-    canvasStore.canvas = canvas
-
-    render(DomWidgets, {
-      global: {
-        stubs: {
-          DomWidget: true
-        }
-      }
-    })
-
-    drawFrame(canvas)
-
-    expect(widgetState.visible).toBe(true)
-    expect(widgetState.pos).toEqual([310, 428])
-  })
-
-  it('cleans orphaned transition-grace ids after widget removal', () => {
-    const canvasStore = useCanvasStore()
-    const domWidgetStore = useDomWidgetStore()
-
-    const graphA = new LGraph()
-    const graphB = new LGraph()
-    const interiorNode = createNode(graphA, 1, 'interior', [0, 0])
-    const overrideNode = createNode(graphB, 2, 'override', [200, 200])
-
-    const canvas = createCanvas(graphA)
-    canvasStore.canvas = canvas
-
-    render(DomWidgets, {
-      global: {
-        stubs: {
-          DomWidget: true
-        }
-      }
-    })
-
-    const oldWidget = createWidget('shared-widget-id', interiorNode, 10)
-    const overrideWidget = createWidget(
-      'shared-override-widget',
-      overrideNode,
-      14
-    )
-
-    domWidgetStore.registerWidget(oldWidget)
-    domWidgetStore.setPositionOverride(oldWidget.id, {
-      node: overrideNode,
-      widget: overrideWidget
-    })
-    domWidgetStore.deactivateWidget(oldWidget.id)
-
-    drawFrame(canvas)
-    domWidgetStore.unregisterWidget(oldWidget.id)
-
-    drawFrame(canvas)
-
-    const replacementWidget = createWidget('shared-widget-id', interiorNode, 10)
-    domWidgetStore.registerWidget(replacementWidget)
-    domWidgetStore.setPositionOverride(replacementWidget.id, {
-      node: overrideNode,
-      widget: overrideWidget
-    })
-    domWidgetStore.deactivateWidget(replacementWidget.id)
-
-    const replacementState = domWidgetStore.widgetStates.get(
-      replacementWidget.id
-    )
-    if (!replacementState) throw new Error('Replacement widget missing state')
-    replacementState.visible = true
-    replacementState.pos = [999, 999]
-
-    drawFrame(canvas)
-
-    expect(replacementState.visible).toBe(true)
-    expect(replacementState.pos).toEqual([999, 999])
-  })
 })

src/components/graph/DomWidgets.vue

@@ -21,7 +21,6 @@ import { useCanvasStore } from '@/renderer/core/canvas/canvasStore'
 import { useDomWidgetStore } from '@/stores/domWidgetStore'
 
 const domWidgetStore = useDomWidgetStore()
-const overrideTransitionGrace = new Set<string>()
 
 const widgetStates = computed(() => [...domWidgetStore.widgetStates.values()])
 
@@ -31,47 +30,16 @@ const updateWidgets = () => {
 
   const lowQuality = lgCanvas.low_quality
   const currentGraph = lgCanvas.graph
-  const seenWidgetIds = new Set<string>()
 
   for (const widgetState of widgetStates.value) {
     const widget = widgetState.widget
-    seenWidgetIds.add(widget.id)
 
-    // Use position override only when the override node (SubgraphNode) is
-    // in the current graph. When the user enters the subgraph, the override
-    // node is no longer visible — fall back to the widget's own node.
-    // Use graph reference equality (IDs are not unique across graphs).
-    const override = widgetState.positionOverride
-    const useOverride = !!override && currentGraph === override.node.graph
-    const inOverrideTransitionGap =
-      !!override && !useOverride && !widgetState.active
-    const useTransitionGrace =
-      inOverrideTransitionGap && !overrideTransitionGrace.has(widget.id)
-
-    if (useTransitionGrace) {
-      overrideTransitionGrace.add(widget.id)
-    } else if (!inOverrideTransitionGap) {
-      overrideTransitionGrace.delete(widget.id)
-    }
-
-    // Early exit for non-visible widgets.
-    // When a position override is active (widget promoted to SubgraphNode),
-    // the interior widget's `active` flag is false (its node is in the
-    // subgraph, not the current graph) — bypass that check.
-    if (
-      !widget.isVisible() ||
-      (!widgetState.active && !useOverride && !useTransitionGrace)
-    ) {
+    if (!widget.isVisible() || !widgetState.active) {
       widgetState.visible = false
       continue
     }
 
-    // During graph transitions, hold the previous position for one frame
-    // so promoted widgets don't briefly disappear before activation flips.
-    if (useTransitionGrace) continue
-
-    const posNode = useOverride ? override.node : widget.node
-    const posWidget = useOverride ? override.widget : widget
+    const posNode = widget.node
 
     const isInCorrectGraph = posNode.graph === currentGraph
     const nodeVisible = lgCanvas.isNodeVisible(posNode)
@@ -85,22 +53,16 @@ const updateWidgets = () => {
       const margin = widget.margin
       widgetState.pos = [
         posNode.pos[0] + margin,
-        posNode.pos[1] + margin + posWidget.y
+        posNode.pos[1] + margin + widget.y
       ]
       widgetState.size = [
-        (posWidget.width ?? posNode.width) - margin * 2,
-        (posWidget.computedHeight ?? 50) - margin * 2
+        (widget.width ?? posNode.width) - margin * 2,
+        (widget.computedHeight ?? 50) - margin * 2
       ]
       widgetState.zIndex = getDomWidgetZIndex(posNode, currentGraph)
       widgetState.readonly = lgCanvas.read_only
     }
   }
-
-  for (const widgetId of overrideTransitionGrace) {
-    if (!seenWidgetIds.has(widgetId)) {
-      overrideTransitionGrace.delete(widgetId)
-    }
-  }
 }
 
 const canvasStore = useCanvasStore()

src/components/graph/GraphCanvasMenu.vue

@@ -218,7 +218,8 @@ onMounted(() => {
  */
 const onMinimapToggleClick = () => {
   useTelemetry()?.trackUiButtonClicked({
-    button_id: 'graph_menu_minimap_toggle_clicked'
+    button_id: 'graph_menu_minimap_toggle_clicked',
+    element_group: 'graph_menu'
   })
   void commandStore.execute('Comfy.Canvas.ToggleMinimap')
 }
@@ -228,7 +229,8 @@ const onMinimapToggleClick = () => {
  */
 const onLinkVisibilityToggleClick = () => {
   useTelemetry()?.trackUiButtonClicked({
-    button_id: 'graph_menu_hide_links_toggle_clicked'
+    button_id: 'graph_menu_hide_links_toggle_clicked',
+    element_group: 'graph_menu'
   })
   void commandStore.execute('Comfy.Canvas.ToggleLinkVisibility')
 }

src/components/graph/SelectionToolbox.vue

@@ -101,6 +101,7 @@ const extensionToolboxCommands = computed<ComfyCommandImpl[]>(() => {
 
 const {
   hasAnySelection,
+  hasGroupedNodesSelection,
   hasMultipleSelection,
   isSingleNode,
   isSingleSubgraph,
@@ -118,7 +119,10 @@ const showSubgraphButtons = computed(() => isSingleSubgraph.value)
 
 const showBypass = computed(
   () =>
-    isSingleNode.value || isSingleSubgraph.value || hasMultipleSelection.value
+    isSingleNode.value ||
+    isSingleSubgraph.value ||
+    hasMultipleSelection.value ||
+    hasGroupedNodesSelection.value
 )
 const showLoad3DViewer = computed(() => hasAny3DNodeSelected.value)
 const showMaskEditor = computed(() => isSingleImageNode.value)

src/components/graph/selectionToolbox/InfoButton.test.ts

@@ -65,7 +65,8 @@ describe('InfoButton', () => {
 
     expect(openNodeInfoMock).toHaveBeenCalled()
     expect(trackUiButtonClickedMock).toHaveBeenCalledWith({
-      button_id: 'selection_toolbox_node_info_opened'
+      button_id: 'selection_toolbox_node_info_opened',
+      element_group: 'selection_toolbox'
     })
   })
 

src/components/graph/selectionToolbox/InfoButton.vue

@@ -24,7 +24,8 @@ const onInfoClick = () => {
   if (!openNodeInfo()) return
 
   useTelemetry()?.trackUiButtonClicked({
-    button_id: 'selection_toolbox_node_info_opened'
+    button_id: 'selection_toolbox_node_info_opened',
+    element_group: 'selection_toolbox'
   })
 }
 </script>

src/components/graph/widgets/DomWidget.test.ts

@@ -54,7 +54,7 @@ vi.mock('@/platform/settings/settingStore', () => ({
   })
 }))
 
-function createWidgetState(overrideDisabled: boolean): DomWidgetState {
+function createWidgetState(disabled: boolean): DomWidgetState {
   const domWidgetStore = useDomWidgetStore()
   const node = createMockLGraphNode({
     id: 1,
@@ -70,14 +70,10 @@ function createWidgetState(overrideDisabled: boolean): DomWidgetState {
     value: '',
     options: {},
     node,
-    computedDisabled: false
+    computedDisabled: disabled
   })
 
   domWidgetStore.registerWidget(widget)
-  domWidgetStore.setPositionOverride(widget.id, {
-    node: createMockLGraphNode({ id: 2 }),
-    widget: { computedDisabled: overrideDisabled } as DomWidgetState['widget']
-  })
 
   const state = domWidgetStore.widgetStates.get(widget.id)
   if (!state) throw new Error('Expected registered DomWidgetState')
@@ -98,7 +94,7 @@ describe('DomWidget disabled style', () => {
     vi.clearAllMocks()
   })
 
-  it('uses disabled style when promoted override widget is computedDisabled', async () => {
+  it('uses disabled style when widget is computedDisabled', async () => {
     const widgetState = createWidgetState(true)
     const { container } = render(DomWidget, {
       props: {

src/components/graph/widgets/DomWidget.vue

@@ -69,11 +69,7 @@ const updateDomClipping = () => {
     return
   }
 
-  const override = widgetState.positionOverride
-  const overrideInGraph =
-    override && lgCanvas.graph?.getNodeById(override.node.id)
-  const ownerNode = overrideInGraph ? override.node : widgetState.widget.node
-  const isSelected = selectedNode === ownerNode
+  const isSelected = selectedNode === widgetState.widget.node
   const renderArea = selectedNode?.renderArea
   const offset = lgCanvas.ds.offset
   const scale = lgCanvas.ds.scale
@@ -104,10 +100,7 @@ const updateDomClipping = () => {
 const { left, top } = useElementBounding(canvasStore.getCanvas().canvas)
 
 function composeStyle() {
-  const override = widgetState.positionOverride
-  const isDisabled = override
-    ? (override.widget.computedDisabled ?? widget.computedDisabled)
-    : widget.computedDisabled
+  const isDisabled = widget.computedDisabled
 
   style.value = {
     ...positionStyle.value,
@@ -167,13 +160,7 @@ onMounted(() => {
       const lgCanvas = canvasStore.canvas
       if (!lgCanvas) return
 
-      const override = widgetState.positionOverride
-      const overrideInGraph =
-        override && lgCanvas.graph?.getNodeById(override.node.id)
-      const ownerNode = overrideInGraph
-        ? override.node
-        : widgetState.widget.node
-
+      const ownerNode = widgetState.widget.node
       lgCanvas.selectNode(ownerNode)
       lgCanvas.bringToFront(ownerNode)
     }

src/components/load3d/Load3D.vue

@@ -27,6 +27,7 @@
         :can-use-background-image="canUseBackgroundImage"
         :material-modes="materialModes"
         :has-skeleton="hasSkeleton"
+        :source-format="sourceFormat"
         @update-background-image="handleBackgroundImageUpdate"
         @export-model="handleExportModel"
         @update-hdri-file="handleHDRIFileUpdate"
@@ -166,6 +167,7 @@ const {
   canExport,
   materialModes,
   hasSkeleton,
+  sourceFormat,
   hasRecording,
   recordingDuration,
   animations,

src/components/load3d/Load3DControls.vue

@@ -91,6 +91,7 @@
 
       <ExportControls
         v-if="showExportControls"
+        :source-format="sourceFormat"
         @export-model="handleExportModel"
       />
 
@@ -134,7 +135,8 @@ const {
   canUseHdri = true,
   canUseBackgroundImage = true,
   materialModes = ['original', 'normal', 'wireframe'],
-  hasSkeleton = false
+  hasSkeleton = false,
+  sourceFormat = null
 } = defineProps<{
   canUseGizmo?: boolean
   canUseLighting?: boolean
@@ -143,6 +145,7 @@ const {
   canUseBackgroundImage?: boolean
   materialModes?: readonly MaterialMode[]
   hasSkeleton?: boolean
+  sourceFormat?: string | null
 }>()
 
 const sceneConfig = defineModel<SceneConfig>('sceneConfig')

src/components/load3d/Load3dViewerContent.test.ts

@@ -59,6 +59,7 @@ function buildViewerStub() {
     canUseGizmo: ref(true),
     canUseLighting: ref(true),
     canExport: ref(true),
+    sourceFormat: ref<string | null>(null),
     materialModes: ref(['original', 'normal', 'wireframe']),
     animations: ref<Array<{ name: string; index: number }>>([]),
     playing: ref(false),

src/components/load3d/Load3dViewerContent.vue

@@ -82,7 +82,10 @@
           </div>
 
           <div v-if="viewer.canExport.value" class="space-y-4 p-2">
-            <ExportControls @export-model="viewer.exportModel" />
+            <ExportControls
+              :source-format="viewer.sourceFormat.value"
+              @export-model="viewer.exportModel"
+            />
           </div>
         </div>
       </div>

src/components/load3d/controls/ExportControls.test.ts

@@ -13,9 +13,12 @@ const i18n = createI18n({
   }
 })
 
-function renderComponent(onExportModel?: (format: string) => void) {
+function renderComponent(
+  onExportModel?: (format: string) => void,
+  sourceFormat: string | null = null
+) {
   const utils = render(ExportControls, {
-    props: { onExportModel },
+    props: { onExportModel, sourceFormat },
     global: {
       plugins: [i18n],
       directives: { tooltip: () => {} }
@@ -63,6 +66,23 @@ describe('ExportControls', () => {
     ).not.toBeInTheDocument()
   })
 
+  it('offers only the source format for direct-export files (e.g. ply)', async () => {
+    const onExportModel = vi.fn()
+    const { user } = renderComponent(onExportModel, 'ply')
+
+    await user.click(screen.getByRole('button', { name: 'Export model' }))
+
+    expect(screen.getByRole('button', { name: 'PLY' })).toBeVisible()
+    for (const label of ['GLB', 'OBJ', 'STL', 'FBX']) {
+      expect(
+        screen.queryByRole('button', { name: label })
+      ).not.toBeInTheDocument()
+    }
+
+    await user.click(screen.getByRole('button', { name: 'PLY' }))
+    expect(onExportModel).toHaveBeenCalledWith('ply')
+  })
+
   it('hides the popup when a click happens outside the trigger', async () => {
     const { user } = renderComponent()
 

src/components/load3d/controls/ExportControls.vue

@@ -35,9 +35,14 @@
 </template>
 
 <script setup lang="ts">
-import { onMounted, onUnmounted, ref } from 'vue'
+import { computed, onMounted, onUnmounted, ref } from 'vue'
 
 import Button from '@/components/ui/button/Button.vue'
+import { getExportFormatOptions } from '@/extensions/core/load3d/constants'
+
+const { sourceFormat = null } = defineProps<{
+  sourceFormat?: string | null
+}>()
 
 const emit = defineEmits<{
   (e: 'exportModel', format: string): void
@@ -45,12 +50,7 @@ const emit = defineEmits<{
 
 const showExportFormats = ref(false)
 
-const exportFormats = [
-  { label: 'GLB', value: 'glb' },
-  { label: 'OBJ', value: 'obj' },
-  { label: 'STL', value: 'stl' },
-  { label: 'FBX', value: 'fbx' }
-]
+const exportFormats = computed(() => getExportFormatOptions(sourceFormat))
 
 function toggleExportFormats() {
   showExportFormats.value = !showExportFormats.value

src/components/load3d/controls/ViewerControls.vue

@@ -41,7 +41,9 @@ const openIn3DViewer = () => {
     component: Load3DViewerContent,
     props: props,
     dialogComponentProps: {
-      style: 'width: 80vw; height: 80vh;',
+      renderer: 'reka',
+      size: 'full',
+      contentClass: 'w-[80vw] h-[80vh] max-h-[80vh]',
       maximizable: true,
       onClose: async () => {
         await useLoad3dService().handleViewerClose(props.node)

src/components/load3d/controls/viewer/ViewerExportControls.test.ts

@@ -72,9 +72,12 @@ const i18n = createI18n({
   messages: { en: { load3d: { export: 'Export' } } }
 })
 
-function renderComponent(onExportModel?: (format: string) => void) {
+function renderComponent(
+  onExportModel?: (format: string) => void,
+  sourceFormat: string | null = null
+) {
   const utils = render(ViewerExportControls, {
-    props: { onExportModel },
+    props: { onExportModel, sourceFormat },
     global: { plugins: [i18n] }
   })
   return { ...utils, user: userEvent.setup() }
@@ -114,4 +117,32 @@ describe('ViewerExportControls', () => {
 
     expect(onExportModel).toHaveBeenCalledWith('glb')
   })
+
+  it('offers only the source format for direct-export files (e.g. spz)', async () => {
+    const onExportModel = vi.fn()
+    const { user } = renderComponent(onExportModel, 'spz')
+    const select = screen.getByRole('combobox') as HTMLSelectElement
+
+    expect(Array.from(select.options).map((o) => o.value)).toEqual(['spz'])
+
+    await user.click(screen.getByRole('button', { name: 'Export' }))
+
+    expect(onExportModel).toHaveBeenCalledWith('spz')
+  })
+
+  it('repairs the selected format when sourceFormat switches to a direct-export type', async () => {
+    const onExportModel = vi.fn()
+    const { user, rerender } = renderComponent(onExportModel, null)
+    const select = screen.getByRole('combobox') as HTMLSelectElement
+
+    expect(select.value).toBe('obj')
+
+    await rerender({ onExportModel, sourceFormat: 'ply' })
+
+    expect(Array.from(select.options).map((o) => o.value)).toEqual(['ply'])
+
+    await user.click(screen.getByRole('button', { name: 'Export' }))
+
+    expect(onExportModel).toHaveBeenCalledWith('ply')
+  })
 })

src/components/load3d/controls/viewer/ViewerExportControls.vue

@@ -26,7 +26,7 @@
 </template>
 
 <script setup lang="ts">
-import { ref } from 'vue'
+import { computed, ref, watch } from 'vue'
 
 import Button from '@/components/ui/button/Button.vue'
 import Select from '@/components/ui/select/Select.vue'
@@ -34,20 +34,30 @@ import SelectContent from '@/components/ui/select/SelectContent.vue'
 import SelectItem from '@/components/ui/select/SelectItem.vue'
 import SelectTrigger from '@/components/ui/select/SelectTrigger.vue'
 import SelectValue from '@/components/ui/select/SelectValue.vue'
+import { getExportFormatOptions } from '@/extensions/core/load3d/constants'
+
+const { sourceFormat = null } = defineProps<{
+  sourceFormat?: string | null
+}>()
 
 const emit = defineEmits<{
   (e: 'exportModel', format: string): void
 }>()
 
-const exportFormats = [
-  { label: 'GLB', value: 'glb' },
-  { label: 'OBJ', value: 'obj' },
-  { label: 'STL', value: 'stl' },
-  { label: 'FBX', value: 'fbx' }
-]
+const exportFormats = computed(() => getExportFormatOptions(sourceFormat))
 
 const exportFormat = ref('obj')
 
+watch(
+  exportFormats,
+  (formats) => {
+    if (!formats.some((fmt) => fmt.value === exportFormat.value)) {
+      exportFormat.value = formats[0]?.value ?? ''
+    }
+  },
+  { immediate: true }
+)
+
 const exportModel = (format: string) => {
   emit('exportModel', format)
 }

src/components/rightSidePanel/RightSidePanel.vue

@@ -14,6 +14,7 @@ import { getActiveGraphNodeIds } from '@/utils/graphTraversalUtil'
 import { SubgraphNode } from '@/lib/litegraph/src/litegraph'
 import type { LGraphNode } from '@/lib/litegraph/src/litegraph'
 import { useSettingStore } from '@/platform/settings/settingStore'
+import { useTelemetry } from '@/platform/telemetry'
 import { useCanvasStore } from '@/renderer/core/canvas/canvasStore'
 import { useMissingModelStore } from '@/platform/missingModel/missingModelStore'
 import { useMissingMediaStore } from '@/platform/missingMedia/missingMediaStore'
@@ -106,6 +107,10 @@ const isSingleSubgraphNode = computed(() => {
 })
 
 function closePanel() {
+  useTelemetry()?.trackUiButtonClicked({
+    button_id: 'right_side_panel_closed',
+    element_group: 'right_side_panel'
+  })
   rightSidePanelStore.closePanel()
 }
 

src/components/rightSidePanel/errors/ErrorCardSection.vue

@@ -0,0 +1,71 @@
+<template>
+  <section :class="cn('group flex min-w-0 flex-col py-2', className)">
+    <div class="flex min-h-8 w-full items-center gap-2 px-3">
+      <button
+        type="button"
+        class="focus-visible:ring-ring flex min-w-0 flex-1 cursor-pointer items-center gap-2 rounded-sm border-0 bg-transparent p-0 text-left outline-none focus-visible:ring-1"
+        :aria-expanded="!collapse"
+        :aria-controls="bodyId"
+        @click="collapse = !collapse"
+      >
+        <span
+          class="flex h-4 min-w-4 shrink-0 items-center justify-center rounded-full bg-destructive-background-hover px-1 text-2xs/none font-semibold text-white tabular-nums"
+        >
+          {{ count }}
+        </span>
+        <span class="min-w-0 flex-1 truncate text-sm text-base-foreground">
+          {{ title }}
+        </span>
+      </button>
+      <slot name="actions" />
+      <button
+        type="button"
+        class="focus-visible:ring-ring flex size-8 shrink-0 cursor-pointer items-center justify-center rounded-sm border-0 bg-transparent p-0 outline-none focus-visible:ring-1"
+        :aria-expanded="!collapse"
+        :aria-controls="bodyId"
+        :aria-label="
+          collapse ? t('rightSidePanel.expand') : t('rightSidePanel.collapse')
+        "
+        @click="collapse = !collapse"
+      >
+        <i
+          aria-hidden="true"
+          :class="
+            cn(
+              'icon-[lucide--chevron-up] size-4 text-muted-foreground transition-transform group-hover:text-base-foreground',
+              collapse && '-rotate-180'
+            )
+          "
+        />
+      </button>
+    </div>
+    <TransitionCollapse>
+      <div v-if="!collapse" :id="bodyId">
+        <slot />
+      </div>
+    </TransitionCollapse>
+  </section>
+</template>
+
+<script setup lang="ts">
+import { useId } from 'vue'
+import { useI18n } from 'vue-i18n'
+import { cn } from '@comfyorg/tailwind-utils'
+
+import TransitionCollapse from '@/components/rightSidePanel/layout/TransitionCollapse.vue'
+
+const {
+  title,
+  count,
+  class: className
+} = defineProps<{
+  title: string
+  count: number
+  class?: string
+}>()
+
+const collapse = defineModel<boolean>('collapse', { default: false })
+
+const bodyId = useId()
+const { t } = useI18n()
+</script>

src/components/rightSidePanel/errors/ErrorNodeCard.vue

@@ -1,29 +1,31 @@
 <template>
-  <div class="flex min-h-0 flex-1 flex-col overflow-hidden">
+  <div class="flex min-h-0 flex-1 flex-col gap-2 overflow-hidden">
     <div
       v-if="card.nodeId && !compact"
-      class="flex flex-wrap items-center gap-2 py-2"
+      class="flex min-h-8 flex-wrap items-center gap-2"
     >
-      <button
-        v-if="hasRuntimeError && (card.nodeTitle || card.title)"
-        type="button"
-        class="m-0 min-w-0 flex-1 cursor-pointer appearance-none truncate border-0 bg-transparent p-0 text-left text-sm font-medium text-muted-foreground outline-none hover:text-base-foreground focus:outline-none focus-visible:underline focus-visible:ring-0 focus-visible:outline-none"
-        @click="handleLocateNode"
-      >
-        {{ card.nodeTitle || card.title }}
-      </button>
-      <span
-        v-else-if="card.nodeTitle || card.title"
-        class="flex-1 truncate text-sm font-medium text-muted-foreground"
-      >
-        {{ card.nodeTitle || card.title }}
+      <span class="flex min-w-0 flex-1">
+        <button
+          v-if="hasRuntimeError && (card.nodeTitle || card.title)"
+          type="button"
+          class="focus-visible:ring-ring m-0 max-w-full min-w-0 cursor-pointer appearance-none truncate rounded-sm border-0 bg-transparent p-0 text-left text-xs font-normal text-base-foreground outline-none focus:outline-none focus-visible:ring-1 focus-visible:outline-none focus-visible:ring-inset"
+          @click="handleLocateNode"
+        >
+          {{ card.nodeTitle || card.title }}
+        </button>
+        <span
+          v-else-if="card.nodeTitle || card.title"
+          class="max-w-full min-w-0 truncate text-xs font-normal text-base-foreground"
+        >
+          {{ card.nodeTitle || card.title }}
+        </span>
       </span>
       <div class="flex shrink-0 items-center">
         <Button
           v-if="card.isSubgraphNode"
           variant="secondary"
           size="sm"
-          class="h-8 shrink-0 rounded-lg text-sm"
+          class="shrink-0 focus-visible:ring-inset"
           @click.stop="handleEnterSubgraph"
         >
           {{ t('rightSidePanel.enterSubgraph') }}
@@ -34,7 +36,7 @@
           size="icon-sm"
           :class="
             cn(
-              'size-8 shrink-0 text-muted-foreground hover:text-base-foreground',
+              'size-8 shrink-0 text-muted-foreground hover:text-base-foreground focus-visible:ring-inset',
               runtimeDetailsExpanded &&
                 'bg-secondary-background-selected text-base-foreground hover:bg-secondary-background-selected'
             )
@@ -49,7 +51,7 @@
         <Button
           variant="textonly"
           size="icon-sm"
-          class="size-8 shrink-0 text-muted-foreground hover:text-base-foreground"
+          class="size-8 shrink-0 text-muted-foreground hover:text-base-foreground focus-visible:ring-inset"
           :aria-label="t('rightSidePanel.locateNode')"
           @click.stop="handleLocateNode"
         >
@@ -59,29 +61,29 @@
     </div>
 
     <div
-      class="flex min-h-0 flex-1 flex-col space-y-4 divide-y divide-interface-stroke/20"
+      class="flex min-h-0 flex-1 flex-col space-y-2 divide-y divide-interface-stroke/20"
     >
       <div
         v-for="(error, idx) in card.errors"
         :key="idx"
-        class="flex min-h-0 flex-col gap-3"
+        class="flex min-h-0 flex-col gap-1"
       >
         <p
           v-if="getInlineMessage(error)"
-          class="m-0 max-h-[4lh] overflow-y-auto px-0.5 text-sm/relaxed wrap-break-word whitespace-pre-wrap"
+          class="m-0 max-h-[4lh] overflow-y-auto px-0.5 text-xs/relaxed wrap-break-word whitespace-pre-wrap"
         >
           {{ getInlineMessage(error) }}
         </p>
 
         <ul
           v-if="getInlineItemLabel(error)"
-          class="m-0 list-disc space-y-1 pl-5 text-sm/relaxed text-muted-foreground marker:text-muted-foreground"
+          class="m-0 list-disc space-y-1 pl-5 text-xs/relaxed text-muted-foreground marker:text-muted-foreground"
         >
           <li class="min-w-0 wrap-break-word">
             <button
               v-if="card.nodeId"
               type="button"
-              class="m-0 inline max-w-full cursor-pointer appearance-none border-0 bg-transparent p-0 text-left text-sm/relaxed font-normal wrap-break-word text-muted-foreground outline-none hover:text-base-foreground focus:outline-none focus-visible:underline focus-visible:ring-0 focus-visible:outline-none"
+              class="focus-visible:ring-ring m-0 inline max-w-full cursor-pointer appearance-none rounded-sm border-0 bg-transparent p-0 text-left text-sm/relaxed font-normal wrap-break-word text-muted-foreground outline-none hover:text-base-foreground focus:outline-none focus-visible:ring-1 focus-visible:outline-none focus-visible:ring-inset"
               @click="handleLocateNode"
             >
               {{ getInlineItemLabel(error) }}
@@ -96,13 +98,13 @@
           v-if="!error.isRuntimeError && getInlineDetails(error, idx)"
           :class="
             cn(
-              'overflow-y-auto rounded-lg border border-interface-stroke/30 bg-secondary-background p-2.5',
+              'overflow-y-auto rounded-lg bg-base-foreground/5 p-3',
               'max-h-[6lh]'
             )
           "
         >
           <p
-            class="m-0 font-mono text-xs/relaxed wrap-break-word whitespace-pre-wrap text-muted-foreground"
+            class="m-0 text-xs/normal wrap-break-word whitespace-pre-wrap text-base-foreground/50"
           >
             {{ getInlineDetails(error, idx) }}
           </p>
@@ -115,60 +117,61 @@
             role="region"
             data-testid="runtime-error-panel"
             :aria-label="t('rightSidePanel.errorLog')"
-            class="flex min-h-0 flex-col gap-3"
+            class="flex min-h-0 flex-col gap-1"
           >
             <div
               v-if="getInlineDetails(error, idx)"
-              class="overflow-hidden rounded-lg border border-interface-stroke/30 bg-secondary-background"
+              class="flex flex-col gap-3 rounded-lg bg-base-foreground/5 p-3"
             >
-              <div
-                class="flex items-center justify-between gap-2 px-3 pt-3 pb-2"
-              >
-                <span
-                  class="text-xs font-semibold tracking-wide text-base-foreground uppercase"
-                >
-                  {{ t('rightSidePanel.errorLog') }}
-                </span>
-                <Button
-                  variant="textonly"
-                  size="icon-sm"
-                  class="size-7 shrink-0 text-muted-foreground hover:text-base-foreground"
-                  :aria-label="t('g.copy')"
-                  data-testid="error-card-copy"
-                  @click="handleCopyError(idx)"
-                >
-                  <i class="icon-[lucide--copy] size-4" />
-                </Button>
-              </div>
-              <div class="max-h-[15lh] overflow-y-auto px-3 pb-3">
-                <p
-                  class="m-0 font-mono text-xs/relaxed wrap-break-word whitespace-pre-wrap text-muted-foreground"
-                >
-                  {{ getInlineDetails(error, idx) }}
-                </p>
+              <div class="flex flex-col gap-2">
+                <div class="flex items-center justify-between gap-1 py-1">
+                  <span
+                    class="text-xs font-semibold text-base-foreground uppercase"
+                  >
+                    {{ t('rightSidePanel.errorLog') }}
+                  </span>
+                  <Button
+                    variant="textonly"
+                    size="icon-sm"
+                    class="size-7 shrink-0 text-muted-foreground hover:text-base-foreground focus-visible:ring-inset"
+                    :aria-label="t('g.copy')"
+                    data-testid="error-card-copy"
+                    @click="handleCopyError(idx)"
+                  >
+                    <i class="icon-[lucide--copy] size-4" />
+                  </Button>
+                </div>
+                <div class="max-h-[15lh] overflow-y-auto">
+                  <p
+                    class="m-0 text-xs/normal wrap-break-word whitespace-pre-wrap text-base-foreground/50"
+                  >
+                    {{ getInlineDetails(error, idx) }}
+                  </p>
+                </div>
               </div>
 
-              <div class="mx-3 mt-1 h-px bg-base-foreground/20" />
-              <div class="mx-3 flex items-center justify-between gap-2 py-2">
+              <div aria-hidden="true" class="h-px w-full bg-interface-stroke" />
+
+              <div class="flex items-center justify-between gap-2">
                 <Button
                   v-tooltip.top="t('rightSidePanel.getHelpTooltip')"
                   variant="textonly"
                   size="sm"
-                  class="h-8 justify-start gap-1 rounded-lg px-0 text-sm hover:bg-transparent hover:text-base-foreground"
+                  class="justify-start gap-1 px-0 text-xs hover:bg-transparent hover:text-base-foreground focus-visible:ring-inset"
                   @click="handleGetHelp"
                 >
-                  <i class="icon-[lucide--external-link] size-3.5" />
+                  <i class="icon-[lucide--external-link] size-4" />
                   {{ t('g.getHelpAction') }}
                 </Button>
                 <Button
                   v-tooltip.top="t('rightSidePanel.findOnGithubTooltip')"
                   variant="textonly"
                   size="sm"
-                  class="h-8 justify-end gap-1 rounded-lg px-0 text-sm hover:bg-transparent hover:text-base-foreground"
+                  class="justify-end gap-1 px-0 text-xs hover:bg-transparent hover:text-base-foreground focus-visible:ring-inset"
                   data-testid="error-card-find-on-github"
                   @click="handleCheckGithub(error)"
                 >
-                  <i class="icon-[lucide--github] size-3.5" />
+                  <i class="icon-[lucide--github] size-4" />
                   {{ t('g.findOnGithub') }}
                 </Button>
               </div>

src/components/rightSidePanel/errors/MissingNodeCard.vue

@@ -1,5 +1,5 @@
 <template>
-  <div data-testid="missing-node-card" class="px-4 pb-2">
+  <div data-testid="missing-node-card" class="px-3">
     <!-- Core node version warning (OSS only) -->
     <div
       v-if="!isCloud && hasMissingCoreNodes"
@@ -56,7 +56,7 @@
         >
       </template>
     </i18n-t>
-    <div class="flex flex-col gap-1 overflow-hidden py-2">
+    <div class="flex flex-col gap-1 overflow-hidden">
       <MissingPackGroupRow
         v-for="group in missingPackGroups"
         :key="group.packId ?? '__unknown__'"
@@ -75,7 +75,7 @@
       variant="secondary"
       size="sm"
       :disabled="isRestarting"
-      class="mt-2 h-8 w-full min-w-0 rounded-lg text-sm"
+      class="mt-2 h-8 w-full min-w-0 rounded-md text-xs"
       @click="applyChanges()"
     >
       <DotSpinner v-if="isRestarting" duration="1s" :size="12" />