fix: standardize website build data sources

## Problem

`checkIsNewUser()` in `useNewUserService` only checked legacy pre-V1
localStorage keys (`workflow`, `Comfy.PreviousWorkflow`) to determine if
a user had prior workflow history. A returning user who had only ever
used the V1 or V2 draft persistence system would have neither of those
keys set, causing `isNewUser()` to return `true` and the getting-started
tab to appear in the workflow templates dialog after a settings reset.

## Solution

Extend the check to also cover:
- **V1 draft store keys**: `Comfy.Workflow.Drafts`,
`Comfy.Workflow.DraftOrder`
- **V2 draft index key**: `Comfy.Workflow.DraftIndex.v2:personal`

The `personal` scope is hardcoded for the V2 check because at the time
`checkIsNewUser()` runs, the cloud workspace ID (stored in
sessionStorage) may not be set yet. This is fine — any genuine new user
will have no personal workspace index regardless.

The original legacy keys are preserved for users who may still have them
from older installs.

## Tests

Added three new test cases covering V1 draft store keys, V1 draft order
key, and V2 draft index key.

┆Issue is synchronized with this [Notion
page](https://www.notion.so/PR-11728-fix-detect-V1-V2-draft-storage-keys-in-new-user-check-3506d73d3650819ca4cfc8e83d95c258)
by [Unito](https://www.unito.io)

---------

Co-authored-by: Connor Byrne <c.byrne@comfy.org>

.coderabbit.yaml

@@ -19,15 +19,26 @@ reviews:
       - name: End-to-end regression coverage for fixes
         mode: error
         instructions: |
-          Use only PR metadata already available in the review context: the PR title, commit subjects in this PR, the files changed in this PR relative to the PR base (equivalent to `base...head`), and the PR description.
-          Do not rely on shell commands. Do not inspect reverse diffs, files changed only on the base branch, or files outside this PR. If the changed-file list or commit subjects are unavailable, mark the check inconclusive instead of guessing.
+          Use only PR metadata already available in the review context:
+            - the PR title
+            - commit subjects in this PR
+            - The files changed in this PR relative to the PR base (equivalent to `base...head`)
+            - the PR description.
+          Do not rely on shell commands.
+          Do not inspect reverse diffs, files changed only on the base branch, or files outside this PR.
+          If the changed-file list or commit subjects are unavailable, mark the check inconclusive instead of guessing.
 
-          Pass if at least one of the following is true:
-          1. Neither the PR title nor any commit subject in the PR uses bug-fix language such as `fix`, `fixed`, `fixes`, `fixing`, `bugfix`, or `hotfix`.
-          2. The PR changes at least one file under `browser_tests/`.
-          3. The PR description includes a concrete, non-placeholder explanation of why an end-to-end regression test was not added.
+          Fail if all of the following are true:
+          1. The PR title and/or any commit subject in the PR uses bug-fix language such as `fix`, `fixed`, `fixes`, `fixing`, `bugfix`, or `hotfix`.
+          2. The PR changes files under `src/` or `packages/` related to the main frontend application but the PR does not change at least one file under `browser_tests/`.
+          3. The PR description lacks a concrete explanation of why an end-to-end regression test was not added.
+
+          Do not fail if the changes are exclusively in `apps/website`, just documentation changes, or changes related to CI processes.
+          The goal is to make sure that fixes include End-to-End regression tests. Do not insist on tests when the PR is not fixing a bug.
+
+          Pass otherwise.
+          When failing, mention which bug-fix signal you found and ask the author to either add or update a Playwright regression test under `browser_tests/` or add a concrete explanation in the PR description of why an end-to-end regression test is not practical.
 
-          Fail otherwise. When failing, mention which bug-fix signal you found and ask the author to either add or update a Playwright regression test under `browser_tests/` or add a concrete explanation in the PR description of why an end-to-end regression test is not practical.
       - name: ADR compliance for entity/litegraph changes
         mode: warning
         instructions: |

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

@@ -20,6 +20,8 @@ jobs:
       github.event.workflow_run.conclusion == 'success'
     runs-on: ubuntu-latest
     timeout-minutes: 10
+    outputs:
+      has-coverage: ${{ steps.coverage-shards.outputs.has-coverage }}
 
     steps:
       - name: Checkout repository
@@ -37,31 +39,33 @@ jobs:
           path: temp/coverage-shards
           if_no_artifact_found: warn
 
+      - name: Detect shard coverage data
+        id: coverage-shards
+        run: |
+          if [ -d temp/coverage-shards ] && find temp/coverage-shards -name 'coverage.lcov' -type f | grep -q .; then
+            echo "has-coverage=true" >> "$GITHUB_OUTPUT"
+          else
+            echo "has-coverage=false" >> "$GITHUB_OUTPUT"
+            echo "No E2E coverage shard artifacts found; treating this run as skipped." >> "$GITHUB_STEP_SUMMARY"
+          fi
+
       - name: Install lcov
+        if: steps.coverage-shards.outputs.has-coverage == 'true'
         run: sudo apt-get install -y -qq lcov
 
       - name: Merge shard coverage into single LCOV
+        if: steps.coverage-shards.outputs.has-coverage == 'true'
         run: |
           mkdir -p coverage/playwright
           LCOV_FILES=$(find temp/coverage-shards -name 'coverage.lcov' -type f)
-          if [ -z "$LCOV_FILES" ]; then
-            echo "No coverage.lcov files found"
-            touch coverage/playwright/coverage.lcov
-            exit 0
-          fi
           ADD_ARGS=""
           for f in $LCOV_FILES; do ADD_ARGS="$ADD_ARGS -a $f"; done
           lcov $ADD_ARGS -o coverage/playwright/coverage.lcov
           wc -l coverage/playwright/coverage.lcov
 
       - name: Validate merged coverage
+        if: steps.coverage-shards.outputs.has-coverage == 'true'
         run: |
-          SHARD_COUNT=$(find temp/coverage-shards -name 'coverage.lcov' -type f | wc -l | tr -d ' ')
-          if [ "$SHARD_COUNT" -eq 0 ]; then
-            echo "::notice::No shard coverage files; upstream E2E was likely skipped."
-            exit 0
-          fi
-
           MERGED_SF=$(grep -c '^SF:' coverage/playwright/coverage.lcov || echo 0)
           MERGED_LH=$(awk -F: '/^LH:/{s+=$2}END{print s+0}' coverage/playwright/coverage.lcov)
           MERGED_LF=$(awk -F: '/^LF:/{s+=$2}END{print s+0}' coverage/playwright/coverage.lcov)
@@ -82,7 +86,7 @@ jobs:
           done
 
       - name: Upload merged coverage data
-        if: always()
+        if: steps.coverage-shards.outputs.has-coverage == 'true'
         uses: actions/upload-artifact@v6
         with:
           name: e2e-coverage
@@ -91,7 +95,7 @@ jobs:
           if-no-files-found: warn
 
       - name: Upload E2E coverage to Codecov
-        if: always()
+        if: steps.coverage-shards.outputs.has-coverage == 'true'
         uses: codecov/codecov-action@1af58845a975a7985b0beb0cbe6fbbb71a41dbad # v5.5.3
         with:
           files: coverage/playwright/coverage.lcov
@@ -100,6 +104,7 @@ jobs:
           fail_ci_if_error: false
 
       - name: Generate HTML coverage report
+        if: steps.coverage-shards.outputs.has-coverage == 'true'
         run: |
           if [ ! -s coverage/playwright/coverage.lcov ]; then
             echo "No coverage data; generating placeholder report."
@@ -114,6 +119,7 @@ jobs:
             --precision 1
 
       - name: Upload HTML report artifact
+        if: steps.coverage-shards.outputs.has-coverage == 'true'
         uses: actions/upload-artifact@v6
         with:
           name: e2e-coverage-html
@@ -122,7 +128,9 @@ jobs:
 
   deploy:
     needs: merge
-    if: github.event.workflow_run.head_branch == 'main'
+    if: >
+      github.event.workflow_run.head_branch == 'main' &&
+      needs.merge.outputs.has-coverage == 'true'
     runs-on: ubuntu-latest
     permissions:
       pages: write

.github/workflows/release-website.yaml

@@ -1,6 +1,6 @@
-# Description: Manual workflow to refresh the apps/website Ashby roles snapshot
-# and open a PR. Merging the PR triggers the existing Vercel website production
-# deploy via ci-vercel-website-preview.yaml.
+# Description: Manual workflow to refresh apps/website data snapshots and open
+# a PR. Merging the PR triggers the existing Vercel website production deploy
+# via ci-vercel-website-preview.yaml.
 name: 'Release: Website'
 
 on:
@@ -11,7 +11,7 @@ concurrency:
   cancel-in-progress: true
 
 jobs:
-  refresh-snapshot:
+  refresh-snapshots:
     if: github.repository == 'Comfy-Org/ComfyUI_frontend'
     runs-on: ubuntu-latest
     permissions:
@@ -31,15 +31,20 @@ jobs:
           api_key: ${{ secrets.WEBSITE_ASHBY_API_KEY }}
           job_board_name: ${{ secrets.WEBSITE_ASHBY_JOB_BOARD_NAME }}
 
+      - name: Refresh GitHub stars snapshot
+        run: pnpm --filter @comfyorg/website github-stars:refresh-snapshot
+
       - name: Create Pull Request
         uses: peter-evans/create-pull-request@c0f553fe549906ede9cf27b5156039d195d2ece0 # v8.1.0
         with:
           token: ${{ secrets.PR_GH_TOKEN }}
-          commit-message: 'chore(website): refresh Ashby roles snapshot'
-          title: 'chore(website): refresh Ashby roles snapshot'
+          commit-message: 'chore(website): refresh data snapshots'
+          title: 'chore(website): refresh data snapshots'
           body: |
-            Automated refresh of `apps/website/src/data/ashby-roles.snapshot.json`
-            from the Ashby job board API.
+            Automated refresh of website build-data snapshots:
+
+            - `apps/website/src/data/ashby-roles.snapshot.json`
+            - `apps/website/src/data/github-stars.snapshot.json`
 
             **Flow:**
             1. `Release: Website` workflow ran (manual trigger).
@@ -47,12 +52,11 @@ jobs:
             3. `CI: Vercel Website Preview` deploys a preview for review.
             4. Merging to `main` triggers the production Vercel deploy.
 
-            The snapshot fallback in `apps/website/src/utils/ashby.ts` remains
-            intact: builds without `WEBSITE_ASHBY_API_KEY` continue to use the
-            committed snapshot.
+            The snapshot fallback paths remain intact: builds use committed
+            snapshots whenever a live build-data source is unavailable.
 
             Triggered by workflow run `${{ github.run_id }}`.
-          branch: chore/refresh-ashby-snapshot-${{ github.run_id }}
+          branch: chore/refresh-website-data-snapshots-${{ github.run_id }}
           base: main
           labels: |
             Release:Website

apps/desktop-ui/src/i18n.ts

@@ -9,7 +9,6 @@ import en from '@frontend-locales/en/main.json' with { type: 'json' }
 import enNodes from '@frontend-locales/en/nodeDefs.json' with { type: 'json' }
 
 import enSettings from '@frontend-locales/en/settings.json' with { type: 'json' }
-import { getDefaultLocale } from '@frontend-locales/localeConfig'
 import { createI18n } from 'vue-i18n'
 
 function buildLocale<
@@ -168,7 +167,7 @@ const messages: Record<string, LocaleMessages> = {
 export const i18n = createI18n({
   // Must set `false`, as Vue I18n Legacy API is for Vue 2
   legacy: false,
-  locale: getDefaultLocale(),
+  locale: navigator.language.split('-')[0] || 'en',
   fallbackLocale: 'en',
   messages,
   // Ignore warnings for locale options as each option is in its own language.

apps/website/README.md

@@ -2,6 +2,20 @@
 
 Marketing/brand website built with Astro + Vue.
 
+## Build-time data sources
+
+External data used during static generation should use the shared build-data
+source helpers in `src/utils/buildDataSource.ts` and
+`src/utils/buildDataReporter.ts`. Each source owns its domain parsing, but the
+shared machinery owns the repeated lifecycle:
+
+1. Fetch fresh data once per build process.
+2. Validate and map to a committed snapshot shape.
+3. Fall back to the committed snapshot on fetch/schema/network failure.
+4. Emit GitHub Actions annotations and `$GITHUB_STEP_SUMMARY` rows once per
+   build process.
+5. Refresh snapshots through package scripts that write atomically.
+
 ## Ashby careers integration
 
 `/careers` and `/zh-CN/careers` are rendered from Ashby's public job board
@@ -113,6 +127,19 @@ git commit apps/website/src/data/ashby-roles.snapshot.json
 The script exits non-zero on any non-fresh outcome so stale/empty
 snapshots can't be accidentally committed.
 
+## GitHub stars integration
+
+The navigation star badge is rendered from the GitHub repository API at build
+time through the same snapshot-fallback lifecycle.
+
+- Runtime source: `src/utils/github.ts`
+- Snapshot: `src/data/github-stars.snapshot.json`
+- CI reporter: `src/utils/github.ci.ts`
+- Refresh script: `pnpm --filter @comfyorg/website github-stars:refresh-snapshot`
+
+`WEBSITE_GITHUB_STARS_OVERRIDE` remains available for visual snapshots and local
+determinism. It must be a non-negative integer and is build-time only.
+
 ## HubSpot contact form
 
 The contact page uses HubSpot's hosted form embed for the interest form:
@@ -146,3 +173,5 @@ renders the documented embed container.
 - `pnpm test:unit` — Vitest unit tests
 - `pnpm test:e2e` — Playwright E2E tests (requires `pnpm build` first)
 - `pnpm ashby:refresh-snapshot` — refresh the committed careers snapshot
+- `pnpm github-stars:refresh-snapshot` — refresh the committed GitHub stars
+  snapshot

apps/website/e2e/careers.spec.ts

@@ -32,16 +32,34 @@ test.describe('Careers page @smoke', () => {
     }
   })
 
-  test('ENGINEERING category filter narrows the role list', async ({
+  test('clicking a department button scrolls to and activates that section', async ({
     page
   }) => {
+    const rolesSection = page.getByTestId('careers-roles')
+    await rolesSection.scrollIntoViewIfNeeded()
+    await expect(rolesSection).toBeVisible()
+
     const allCount = await page.getByTestId('careers-role-link').count()
-    await page.getByRole('button', { name: 'ENGINEERING', exact: true }).click()
-    const engineeringLocator = page.getByTestId('careers-role-link')
-    await expect(engineeringLocator.first()).toBeVisible()
-    const engineeringCount = await engineeringLocator.count()
-    expect(engineeringCount).toBeLessThanOrEqual(allCount)
-    expect(engineeringCount).toBeGreaterThan(0)
+
+    const engineeringButton = page.getByRole('button', {
+      name: 'ENGINEERING',
+      exact: true
+    })
+
+    // RolesSection is hydrated via `client:visible`. Once the button responds
+    // to a click by flipping aria-pressed, Vue is hydrated and the rest of
+    // the locator logic is in effect.
+    await expect(async () => {
+      await engineeringButton.click()
+      await expect(engineeringButton).toHaveAttribute('aria-pressed', 'true', {
+        timeout: 1_000
+      })
+    }).toPass({ timeout: 10_000 })
+
+    const engineeringSection = page.locator('#careers-dept-engineering')
+    await expect(engineeringSection).toBeInViewport()
+
+    expect(await page.getByTestId('careers-role-link').count()).toBe(allCount)
   })
 })
 

apps/website/e2e/content-section.spec.ts

@@ -0,0 +1,61 @@
+import { expect } from '@playwright/test'
+
+import { test } from './fixtures/blockExternalMedia'
+
+const M4_PRO_14_INCH_VIEWPORT = { width: 2016, height: 1310 }
+const LAST_SECTION_HASH = '#contact'
+
+test.describe(
+  'ContentSection scroll-spy @smoke',
+  {
+    annotation: [
+      {
+        type: 'issue',
+        description:
+          'https://linear.app/comfyorg/issue/FE-604/bug-bottom-badge-not-activating-on-scroll-at-high-resolution-3024x1964'
+      },
+      {
+        type: 'environment',
+        description:
+          '14" MacBook M4 Pro logical viewport reported in FE-604; /privacy-policy reproduces because of its short trailing sections'
+      }
+    ]
+  },
+  () => {
+    test.use({ viewport: M4_PRO_14_INCH_VIEWPORT })
+
+    test('activates the last badge when user scrolls to the bottom', async ({
+      page
+    }) => {
+      await page.goto('/privacy-policy')
+
+      const sidebarNav = page.getByRole('navigation', {
+        name: 'Category filter'
+      })
+      const badges = sidebarNav.getByRole('button')
+      const lastBadge = badges.last()
+
+      await expect(badges.first()).toHaveAttribute('aria-pressed', 'true')
+      await expect(lastBadge).toHaveAttribute('aria-pressed', 'false')
+
+      await page.evaluate(() =>
+        window.scrollTo(0, document.documentElement.scrollHeight)
+      )
+
+      await expect(lastBadge).toHaveAttribute('aria-pressed', 'true')
+    })
+
+    test('activates the last badge when page mounts already at the bottom via trailing hash', async ({
+      page
+    }) => {
+      await page.goto(`/privacy-policy${LAST_SECTION_HASH}`)
+
+      const sidebarNav = page.getByRole('navigation', {
+        name: 'Category filter'
+      })
+      const lastBadge = sidebarNav.getByRole('button').last()
+
+      await expect(lastBadge).toHaveAttribute('aria-pressed', 'true')
+    })
+  }
+)

apps/website/e2e/customers.spec.ts

@@ -0,0 +1,33 @@
+import { expect } from '@playwright/test'
+
+import { test } from './fixtures/blockExternalMedia'
+
+test.describe('Customers @smoke', () => {
+  test.beforeEach(async ({ page }) => {
+    await page.goto('/customers')
+  })
+
+  test('hero image declares intrinsic dimensions so layout reserves space before load', async ({
+    page
+  }) => {
+    const heroImage = page.locator('img[alt="Comfy 3D logo"]')
+    await expect(heroImage).toBeVisible()
+    await expect(heroImage).toHaveAttribute('width', /^\d+$/)
+    await expect(heroImage).toHaveAttribute('height', /^\d+$/)
+
+    // Regression guard: an unloaded <img> without intrinsic dimensions
+    // collapses to ~0px, then jumps to its natural size on load and pushes
+    // the video below it. Reserved space must persist before bytes arrive.
+    const heightWhileUnloaded = await page.evaluate(() => {
+      const img = document.querySelector<HTMLImageElement>(
+        'img[alt="Comfy 3D logo"]'
+      )
+      if (!img) return null
+      img.removeAttribute('src')
+      return img.getBoundingClientRect().height
+    })
+
+    expect(heightWhileUnloaded).not.toBeNull()
+    expect(heightWhileUnloaded!).toBeGreaterThan(100)
+  })
+})

apps/website/e2e/demos.spec.ts

@@ -1,27 +1,71 @@
 import { expect, test } from '@playwright/test'
 
+import { demos, getNextDemo } from '../src/config/demos'
+import { t } from '../src/i18n/translations'
+
+const escapeRegExp = (value: string): string =>
+  value.replace(/[.*+?^${}()|[\]\\]/g, '\\$&')
+
 test.describe('Demo pages @smoke', () => {
-  test('demo detail page renders hero and embed', async ({ page }) => {
-    await page.goto('/demos/image-to-video')
-    await expect(page.getByRole('heading', { level: 1 })).toBeVisible()
-    await expect(page.getByRole('heading', { level: 1 })).toContainText(
-      'Create a Video from an Image'
-    )
-    const iframe = page.locator('iframe[title*="Interactive demo"]')
-    await expect(iframe).toBeAttached()
-  })
+  for (const demo of demos) {
+    const nextDemo = getNextDemo(demo.slug)
 
-  test('demo detail page has transcript section', async ({ page }) => {
-    await page.goto('/demos/image-to-video')
-    await expect(
-      page.getByRole('button', { name: /demo transcript/i })
-    ).toBeVisible()
-  })
+    test(`/demos/${demo.slug} renders hero, embed, transcript, and next-demo nav`, async ({
+      page
+    }) => {
+      await page.goto(`/demos/${demo.slug}`)
 
-  test('demo detail page has next demo navigation', async ({ page }) => {
-    await page.goto('/demos/image-to-video')
-    await expect(page.getByText(/what's next/i)).toBeVisible()
-  })
+      const heading = page.getByRole('heading', { level: 1 })
+      await expect(heading).toBeVisible()
+      await expect(heading).toContainText(t(demo.title, 'en'))
+
+      const ogImage = page.locator('head meta[property="og:image"]')
+      await expect(ogImage).toHaveAttribute(
+        'content',
+        new RegExp(`${escapeRegExp(demo.slug)}-og\\.png`)
+      )
+
+      const iframe = page.locator(
+        `iframe[title*="${t('demos.embed.label', 'en')}"]`
+      )
+      await expect(iframe).toBeAttached()
+      await expect(iframe).toHaveAttribute(
+        'src',
+        new RegExp(escapeRegExp(demo.arcadeId))
+      )
+
+      await expect(
+        page.getByRole('button', { name: /demo transcript/i })
+      ).toBeVisible()
+
+      await expect(
+        page.getByText(t(nextDemo.title, 'en')).first()
+      ).toBeVisible()
+      const nextThumb = page.locator(`img[src="${nextDemo.thumbnail}"]`).first()
+      await expect(nextThumb).toBeAttached()
+      await expect(nextThumb).toBeVisible()
+      const naturalWidth = await nextThumb.evaluate(
+        (img) => (img as HTMLImageElement).naturalWidth
+      )
+      expect(naturalWidth).toBeGreaterThan(1)
+    })
+
+    test(`/zh-CN/demos/${demo.slug} renders localized content`, async ({
+      page
+    }) => {
+      await page.goto(`/zh-CN/demos/${demo.slug}`)
+
+      await expect(page).toHaveURL(/\/zh-CN\/demos\//)
+
+      const heading = page.getByRole('heading', { level: 1 })
+      await expect(heading).toContainText(t(demo.title, 'zh-CN'))
+      await expect(heading).toContainText(/[\u4E00-\u9FFF]/)
+
+      await expect(
+        page.getByText(t(nextDemo.title, 'zh-CN')).first()
+      ).toBeVisible()
+    })
+  }
 
   test('demo library page renders', async ({ page }) => {
     await page.goto('/demos')
@@ -32,13 +76,4 @@ test.describe('Demo pages @smoke', () => {
     const response = await page.goto('/demos/nonexistent')
     expect(response?.status()).toBe(404)
   })
-
-  test('zh-CN demo page renders localized content', async ({ page }) => {
-    await page.goto('/zh-CN/demos/image-to-video')
-    await expect(page.getByRole('heading', { level: 1 })).toContainText(
-      '从图片创建视频'
-    )
-    const nextDemoLink = page.locator('a[href*="/zh-CN/demos/"]').first()
-    await expect(nextDemoLink).toBeAttached()
-  })
 })

apps/website/e2e/responsive.spec.ts

@@ -1,3 +1,4 @@
+import type { Page } from '@playwright/test'
 import { expect } from '@playwright/test'
 
 import { test } from './fixtures/blockExternalMedia'
@@ -47,4 +48,105 @@ test.describe('Mobile layout @mobile', () => {
     const mobileContainer = page.getByTestId('social-proof-mobile')
     await expect(mobileContainer).toBeVisible()
   })
+
+  test.describe('SocialProofBar seamless marquee', () => {
+    test.use({ contextOptions: { reducedMotion: 'no-preference' } })
+
+    test('mobile forward marquee loops seamlessly', async ({ page }) => {
+      const geometry = await measureMarqueeLoopGeometry(
+        page,
+        '[data-testid="social-proof-mobile"] .animate-marquee'
+      )
+      expectSeamlessForwardLoop(geometry)
+    })
+
+    test('mobile reverse marquee loops seamlessly', async ({ page }) => {
+      const geometry = await measureMarqueeLoopGeometry(
+        page,
+        '[data-testid="social-proof-mobile"] .animate-marquee-reverse'
+      )
+      expectSeamlessReverseLoop(geometry)
+    })
+  })
 })
+
+test.describe('Desktop SocialProofBar @smoke', () => {
+  test.use({ contextOptions: { reducedMotion: 'no-preference' } })
+
+  test.beforeEach(async ({ page }) => {
+    await page.goto('/')
+  })
+
+  test('desktop marquee loops seamlessly', async ({ page }) => {
+    const geometry = await measureMarqueeLoopGeometry(
+      page,
+      '[data-testid="social-proof-desktop"] .animate-marquee'
+    )
+    expectSeamlessForwardLoop(geometry)
+  })
+})
+
+type MarqueeGeometry = {
+  copyWidths: number[]
+  startPositions: number[]
+  endPositions: number[]
+}
+
+async function measureMarqueeLoopGeometry(
+  page: Page,
+  selector: string
+): Promise<MarqueeGeometry> {
+  await page.locator(selector).first().waitFor()
+  return page.evaluate((sel) => {
+    const tracks = Array.from(
+      document.querySelectorAll<HTMLElement>(sel)
+    ).slice(0, 2)
+    const firstAnimation = tracks[0]?.getAnimations()[0]
+    if (!firstAnimation) {
+      throw new Error(`No CSS animation found on ${sel}`)
+    }
+    const duration = firstAnimation.effect?.getTiming().duration
+    if (typeof duration !== 'number' || duration <= 1) {
+      throw new Error(
+        `Animation on ${sel} has unusable duration: ${String(duration)}`
+      )
+    }
+    const setAllTimes = (time: number) => {
+      for (const track of tracks) {
+        for (const anim of track.getAnimations()) {
+          anim.currentTime = time
+        }
+      }
+      void document.body.offsetWidth
+    }
+    const readX = () => tracks.map((track) => track.getBoundingClientRect().x)
+    setAllTimes(0)
+    const startPositions = readX()
+    const copyWidths = tracks.map(
+      (track) => track.getBoundingClientRect().width
+    )
+    setAllTimes(duration - 0.1)
+    const endPositions = readX()
+    return { copyWidths, startPositions, endPositions }
+  }, selector)
+}
+
+function expectTwoMatchingCopies(geometry: MarqueeGeometry) {
+  const { copyWidths } = geometry
+  expect(copyWidths.length, 'expected two duplicate marquee tracks').toBe(2)
+  expect(copyWidths[0]).toBeGreaterThan(0)
+  expect(copyWidths[1]).toBeCloseTo(copyWidths[0], 0)
+}
+
+function expectSeamlessForwardLoop(geometry: MarqueeGeometry) {
+  expectTwoMatchingCopies(geometry)
+  // Copy 2 ends the cycle exactly where copy 1 started, so the restart
+  // (when copy 1 jumps back to its start position) is visually indistinguishable.
+  expect(geometry.endPositions[1]).toBeCloseTo(geometry.startPositions[0], 0)
+}
+
+function expectSeamlessReverseLoop(geometry: MarqueeGeometry) {
+  expectTwoMatchingCopies(geometry)
+  // Reverse marquee: copy 1 ends the cycle where copy 2 started.
+  expect(geometry.endPositions[0]).toBeCloseTo(geometry.startPositions[1], 0)
+}

apps/website/e2e/visual-responsive.spec.ts

@@ -26,8 +26,8 @@ async function assertNoOverflow(page: Page) {
 }
 
 async function navigateAndSettle(page: Page, url: string) {
-  await page.goto(url)
-  await page.waitForLoadState('networkidle')
+  await page.goto(url, { waitUntil: 'domcontentloaded' })
+  await page.waitForLoadState('load')
 }
 
 test.describe('Home', { tag: '@visual' }, () => {

apps/website/package.json

@@ -15,7 +15,8 @@
     "test:e2e:local": "cross-env PLAYWRIGHT_LOCAL=1 playwright test",
     "test:visual": "playwright test --project visual",
     "test:visual:update": "playwright test --project visual --update-snapshots",
-    "ashby:refresh-snapshot": "tsx ./scripts/refresh-ashby-snapshot.ts"
+    "ashby:refresh-snapshot": "tsx ./scripts/refresh-ashby-snapshot.ts",
+    "github-stars:refresh-snapshot": "tsx ./scripts/refresh-github-stars-snapshot.ts"
   },
   "dependencies": {
     "@astrojs/sitemap": "catalog:",

apps/website/playwright.config.ts

@@ -28,7 +28,7 @@ export default defineConfig({
     ? [['html'], ['json', { outputFile: 'results.json' }]]
     : 'html',
   expect: {
-    toHaveScreenshot: { maxDiffPixels: 50 }
+    toHaveScreenshot: { maxDiffPixels: 100 }
   },
   ...maybeLocalOptions,
   webServer: {

apps/website/scripts/refresh-github-stars-snapshot.ts

@@ -0,0 +1,29 @@
+import { renameSync, writeFileSync } from 'node:fs'
+import { fileURLToPath } from 'node:url'
+
+import { fetchGitHubStarsForBuild } from '../src/utils/github'
+
+const snapshotPath = fileURLToPath(
+  new URL('../src/data/github-stars.snapshot.json', import.meta.url)
+)
+const tempPath = `${snapshotPath}.tmp`
+
+const outcome = await fetchGitHubStarsForBuild()
+
+if (outcome.status !== 'fresh') {
+  const reason = 'reason' in outcome ? outcome.reason : '(none)'
+  console.error(
+    `Snapshot refresh aborted. Outcome: ${outcome.status}; reason: ${reason}`
+  )
+  process.exit(1)
+}
+
+writeFileSync(
+  tempPath,
+  JSON.stringify(outcome.snapshot, null, 2) + '\n',
+  'utf8'
+)
+renameSync(tempPath, snapshotPath)
+process.stdout.write(
+  `Wrote snapshot with ${outcome.snapshot.stargazersCount} star(s) to ${snapshotPath}\n`
+)

apps/website/src/components/careers/RolesSection.vue

@@ -1,10 +1,13 @@
 <script setup lang="ts">
-import { computed, ref } from 'vue'
+import { useEventListener, useTemplateRefsList } from '@vueuse/core'
+import { computed, onMounted, ref } from 'vue'
 
 import type { Department } from '../../data/roles'
 import type { Locale } from '../../i18n/translations'
 
+import { prefersReducedMotion } from '../../composables/useReducedMotion'
 import { t } from '../../i18n/translations'
+import { scrollTo } from '../../scripts/smoothScroll'
 import CategoryNav from '../common/CategoryNav.vue'
 import SectionLabel from '../common/SectionLabel.vue'
 
@@ -13,24 +16,72 @@ const { locale = 'en', departments = [] } = defineProps<{
   departments?: readonly Department[]
 }>()
 
-const activeCategory = ref('all')
-
 const visibleDepartments = computed(() =>
   departments.filter((d) => d.roles.length > 0)
 )
 
-const categories = computed(() => [
-  { label: 'ALL', value: 'all' },
-  ...visibleDepartments.value.map((d) => ({ label: d.name, value: d.key }))
-])
-
-const filteredDepartments = computed(() =>
-  activeCategory.value === 'all'
-    ? visibleDepartments.value
-    : visibleDepartments.value.filter((d) => d.key === activeCategory.value)
+const categories = computed(() =>
+  visibleDepartments.value.map((d) => ({ label: d.name, value: d.key }))
 )
 
 const hasRoles = computed(() => visibleDepartments.value.length > 0)
+
+const activeCategory = ref('')
+
+const sectionRefs = useTemplateRefsList<HTMLElement>()
+
+let isScrolling = false
+let pendingFrame = 0
+
+const HEADER_OFFSET = -144
+const ACTIVATION_OFFSET = 300
+
+const deptElementId = (key: string) => `careers-dept-${key}`
+
+function pickActiveSection() {
+  pendingFrame = 0
+  if (isScrolling) return
+  const sections = sectionRefs.value as HTMLElement[]
+  if (sections.length === 0) return
+
+  let active = sections[0]
+  for (const el of sections) {
+    if (el.getBoundingClientRect().top - ACTIVATION_OFFSET <= 0) {
+      active = el
+    } else {
+      break
+    }
+  }
+  activeCategory.value = active.id.replace(/^careers-dept-/, '')
+}
+
+function scheduleUpdate() {
+  if (pendingFrame !== 0) return
+  pendingFrame = requestAnimationFrame(pickActiveSection)
+}
+
+onMounted(pickActiveSection)
+useEventListener('scroll', scheduleUpdate, { passive: true })
+useEventListener('resize', scheduleUpdate, { passive: true })
+
+function scrollToDepartment(deptKey: string) {
+  activeCategory.value = deptKey
+  isScrolling = true
+  const el = document.getElementById(deptElementId(deptKey))
+  if (!el) {
+    isScrolling = false
+    return
+  }
+  scrollTo(el, {
+    offset: HEADER_OFFSET,
+    duration: 0.8,
+    immediate: prefersReducedMotion(),
+    onComplete: () => {
+      isScrolling = false
+      pickActiveSection()
+    }
+  })
+}
 </script>
 
 <template>
@@ -48,9 +99,10 @@ const hasRoles = computed(() => visibleDepartments.value.length > 0)
             </h2>
             <CategoryNav
               v-if="hasRoles"
-              v-model="activeCategory"
               :categories="categories"
+              :model-value="activeCategory"
               class="mt-4"
+              @update:model-value="scrollToDepartment"
             />
           </div>
         </div>
@@ -65,9 +117,11 @@ const hasRoles = computed(() => visibleDepartments.value.length > 0)
           </p>
 
           <div
-            v-for="dept in filteredDepartments"
+            v-for="dept in visibleDepartments"
+            :id="deptElementId(dept.key)"
+            :ref="sectionRefs.set"
             :key="dept.key"
-            class="mb-12 last:mb-0"
+            class="mb-12 scroll-mt-24 last:mb-0 md:scroll-mt-36"
           >
             <SectionLabel>
               {{ dept.name }}

apps/website/src/components/common/ContentSection.vue

@@ -1,7 +1,11 @@
 <script setup lang="ts">
 import { cn } from '@comfyorg/tailwind-utils'
-import { useIntersectionObserver, useTemplateRefsList } from '@vueuse/core'
-import { computed, ref } from 'vue'
+import {
+  useEventListener,
+  useIntersectionObserver,
+  useTemplateRefsList
+} from '@vueuse/core'
+import { computed, onMounted, ref } from 'vue'
 
 import type { Locale, TranslationKey } from '../../i18n/translations'
 
@@ -40,13 +44,25 @@ const activeSection = ref(sections[0]?.id ?? '')
 
 const sectionRefs = useTemplateRefsList<HTMLElement>()
 let isScrolling = false
+let scrollSafetyTimer: ReturnType<typeof setTimeout> | undefined
 
 const HEADER_OFFSET = -144
+const BOTTOM_THRESHOLD_PX = 4
+const SCROLL_SAFETY_MS = 1500
+
+function clearScrollLock() {
+  isScrolling = false
+  if (scrollSafetyTimer !== undefined) {
+    clearTimeout(scrollSafetyTimer)
+    scrollSafetyTimer = undefined
+  }
+}
 
 useIntersectionObserver(
   sectionRefs,
   (entries) => {
     if (isScrolling) return
+    if (isAtBottom()) return
     let best: IntersectionObserverEntry | null = null
     for (const entry of entries) {
       if (!entry.isIntersecting) continue
@@ -58,22 +74,39 @@ useIntersectionObserver(
   { rootMargin: '-20% 0px -60% 0px' }
 )
 
+function isAtBottom(): boolean {
+  const scrollBottom = window.scrollY + window.innerHeight
+  return (
+    scrollBottom >= document.documentElement.scrollHeight - BOTTOM_THRESHOLD_PX
+  )
+}
+
+function activateLastIfAtBottom() {
+  if (isScrolling) return
+  if (!isAtBottom()) return
+  const lastId = sections[sections.length - 1]?.id
+  if (lastId) activeSection.value = lastId
+}
+
+onMounted(activateLastIfAtBottom)
+useEventListener('scroll', activateLastIfAtBottom, { passive: true })
+
 function scrollToSection(id: string) {
   activeSection.value = id
+  clearScrollLock()
   isScrolling = true
+  scrollSafetyTimer = setTimeout(clearScrollLock, SCROLL_SAFETY_MS)
   const el = document.getElementById(id)
   if (el) {
     scrollTo(el, {
       offset: HEADER_OFFSET,
       duration: 0.8,
       immediate: prefersReducedMotion(),
-      onComplete: () => {
-        isScrolling = false
-      }
+      onComplete: clearScrollLock
     })
     return
   }
-  isScrolling = false
+  clearScrollLock()
 }
 </script>
 

apps/website/src/components/common/GitHubStarBadge.vue

@@ -13,7 +13,7 @@ const { stars } = defineProps<{
     target="_blank"
     rel="noopener noreferrer"
     :aria-label="`ComfyUI on GitHub — ${stars} stars`"
-    class="hidden shrink-0 items-center gap-2 lg:flex"
+    class="hidden shrink-0 items-center gap-1 lg:flex"
   >
     <NodeBadge
       :segments="[{ text: stars }]"
@@ -22,7 +22,7 @@ const { stars } = defineProps<{
       size-class="h-5 sm:h-5"
     />
     <span
-      class="bg-primary-comfy-yellow block size-7"
+      class="bg-primary-comfy-yellow block size-6 shrink-0"
       aria-hidden="true"
       style="mask: url('/icons/social/github.svg') center / contain no-repeat"
     />

apps/website/src/components/common/SocialProofBarSection.vue

@@ -14,23 +14,28 @@ const logos = [
   'Ubisoft'
 ]
 
-const desktopLogos = Array.from({ length: 4 }, () => logos).flat()
-const row1 = logos.slice(0, 6)
-const mobileRow1 = [...row1, ...row1]
-const row2 = logos.slice(6)
-const mobileRow2 = [...row2, ...row2]
+const mobileRow1Logos = logos.slice(0, 6)
+const mobileRow2Logos = logos.slice(6)
 </script>
 
 <template>
   <section class="overflow-hidden py-12">
     <!-- Single row on desktop -->
-    <div class="animate-marquee hidden items-center gap-2 md:flex">
+    <div data-testid="social-proof-desktop" class="hidden w-max gap-2 md:flex">
       <div
-        v-for="(logo, i) in desktopLogos"
-        :key="`${logo}-${i}`"
-        class="flex h-20 w-50 shrink-0 items-center justify-center"
+        v-for="copy in 2"
+        :key="copy"
+        class="animate-marquee flex shrink-0 items-center gap-2"
+        style="--marquee-gap: 0.5rem"
+        :aria-hidden="copy === 2 ? 'true' : undefined"
       >
-        <img :src="`/icons/clients/${logo}.svg`" :alt="logo" />
+        <div
+          v-for="logo in logos"
+          :key="logo"
+          class="flex h-20 w-50 shrink-0 items-center justify-center"
+        >
+          <img :src="`/icons/clients/${logo}.svg`" :alt="logo" />
+        </div>
       </div>
     </div>
 
@@ -39,22 +44,38 @@ const mobileRow2 = [...row2, ...row2]
       data-testid="social-proof-mobile"
       class="flex flex-col gap-8 md:hidden"
     >
-      <div class="animate-marquee flex items-center gap-8">
+      <div class="flex w-max gap-8">
         <div
-          v-for="(logo, i) in mobileRow1"
-          :key="`${logo}-${i}`"
-          class="flex h-14 w-40 shrink-0 items-center justify-center"
+          v-for="copy in 2"
+          :key="copy"
+          class="animate-marquee flex shrink-0 items-center gap-8"
+          style="--marquee-gap: 2rem"
+          :aria-hidden="copy === 2 ? 'true' : undefined"
         >
-          <img :src="`/icons/clients/${logo}.svg`" :alt="logo" />
+          <div
+            v-for="logo in mobileRow1Logos"
+            :key="logo"
+            class="flex h-14 w-40 shrink-0 items-center justify-center"
+          >
+            <img :src="`/icons/clients/${logo}.svg`" :alt="logo" />
+          </div>
         </div>
       </div>
-      <div class="animate-marquee-reverse flex items-center gap-8">
+      <div class="flex w-max gap-8">
         <div
-          v-for="(logo, i) in mobileRow2"
-          :key="`${logo}-${i}`"
-          class="flex h-14 w-40 shrink-0 items-center justify-center"
+          v-for="copy in 2"
+          :key="copy"
+          class="animate-marquee-reverse flex shrink-0 items-center gap-8"
+          style="--marquee-gap: 2rem"
+          :aria-hidden="copy === 2 ? 'true' : undefined"
         >
-          <img :src="`/icons/clients/${logo}.svg`" :alt="logo" />
+          <div
+            v-for="logo in mobileRow2Logos"
+            :key="logo"
+            class="flex h-14 w-40 shrink-0 items-center justify-center"
+          >
+            <img :src="`/icons/clients/${logo}.svg`" :alt="logo" />
+          </div>
         </div>
       </div>
     </div>

apps/website/src/components/customers/FeedbackSection.vue

@@ -75,7 +75,7 @@ const progressPercent = computed(() => `${progress.value * 100}%`)
       <!-- Progress bar -->
       <div class="h-1 flex-1 rounded-full bg-white/20">
         <div
-          class="bg-primary-comfy-yellow h-full rounded-full transition-all duration-200"
+          class="bg-primary-comfy-yellow h-full rounded-full"
           :style="{ width: progressPercent }"
         />
       </div>

apps/website/src/components/customers/HeroSection.vue

@@ -5,6 +5,7 @@ import { useHeroAnimation } from '../../composables/useHeroAnimation'
 import SectionLabel from '../common/SectionLabel.vue'
 import type { Locale } from '../../i18n/translations'
 import { t } from '../../i18n/translations'
+import { ScrollTrigger } from '../../scripts/gsapSetup'
 import VideoPlayer from '../common/VideoPlayer.vue'
 
 const { locale = 'en' } = defineProps<{ locale?: Locale }>()
@@ -22,6 +23,10 @@ useHeroAnimation({
   logo: logoRef,
   video: videoRef
 })
+
+function handleLogoLoad() {
+  ScrollTrigger.refresh(true)
+}
 </script>
 
 <template>
@@ -37,7 +42,10 @@ useHeroAnimation({
         <img
           src="https://media.comfy.org/website/customers/c-projection.webp"
           alt="Comfy 3D logo"
-          class="mx-auto w-full max-w-md lg:max-w-none"
+          width="1568"
+          height="1763"
+          class="mx-auto h-auto w-full max-w-md lg:max-w-none"
+          @load="handleLogoLoad"
         />
       </div>
 

apps/website/src/components/demos/ArcadeEmbed.vue

@@ -8,10 +8,12 @@ import { t } from '../../i18n/translations'
 const {
   arcadeId,
   title,
+  aspectRatio = 16 / 9,
   locale = 'en'
 } = defineProps<{
   arcadeId: string
   title: string
+  aspectRatio?: number
   locale?: Locale
 }>()
 
@@ -24,7 +26,8 @@ const loaded = ref(false)
     :aria-label="t('demos.embed.label', locale)"
   >
     <div
-      class="relative mx-auto aspect-video max-w-6xl overflow-hidden rounded-4xl border border-white/10"
+      class="relative mx-auto max-w-6xl overflow-hidden rounded-4xl border border-white/10"
+      :style="{ aspectRatio }"
     >
       <div
         v-if="!loaded"

apps/website/src/components/home/UseCaseSection.vue

@@ -25,7 +25,7 @@ const categories: Category[] = [
   {
     label: t('useCase.vfx', locale),
     leftSrc: 'https://media.comfy.org/website/homepage/use-case/left1.webm',
-    rightSrc: 'https://media.comfy.org/website/homepage/use-case/right1.webp'
+    rightSrc: 'https://media.comfy.org/website/homepage/use-case/right1.webm'
   },
   {
     label: t('useCase.advertising', locale),

apps/website/src/components/product/local/HeroSection.vue

@@ -276,29 +276,6 @@ onUnmounted(() => {
             fill="#211927"
           />
         </g>
-
-        <!-- Left-edge fade -->
-        <rect
-          x="300"
-          y="150"
-          width="250"
-          height="900"
-          fill="url(#localHeroFadeLeft)"
-        />
-
-        <defs>
-          <linearGradient
-            id="localHeroFadeLeft"
-            x1="550"
-            y1="600"
-            x2="300"
-            y2="600"
-            gradientUnits="userSpaceOnUse"
-          >
-            <stop stop-color="#211927" stop-opacity="0" />
-            <stop offset="1" stop-color="#211927" />
-          </linearGradient>
-        </defs>
       </svg>
     </div>
 

apps/website/src/config/demos.ts

@@ -15,6 +15,14 @@ interface Demo {
   readonly transcript?: TranslationKey
   readonly publishedDate: string
   readonly modifiedDate: string
+  /**
+   * Width / height of the Arcade demo's source recording (e.g. 1.93 for a
+   * landscape screencast). Sizes the embed container to match so rounded
+   * corners hug the content instead of empty letterbox space. Source from
+   * Arcade's `_serializablePublicFlow.aspectRatio` (which is height/width —
+   * invert it). Defaults to 16/9 if omitted.
+   */
+  readonly aspectRatio?: number
 }
 
 export const demos: readonly Demo[] = [
@@ -32,7 +40,8 @@ export const demos: readonly Demo[] = [
     difficulty: 'beginner',
     tags: ['templates', 'image', 'video'],
     publishedDate: '2026-04-19',
-    modifiedDate: '2026-04-19'
+    modifiedDate: '2026-04-19',
+    aspectRatio: 1.931
   },
   {
     slug: 'workflow-templates',
@@ -48,7 +57,25 @@ export const demos: readonly Demo[] = [
     difficulty: 'beginner',
     tags: ['getting-started', 'templates', 'workflow'],
     publishedDate: '2026-04-19',
-    modifiedDate: '2026-04-19'
+    modifiedDate: '2026-04-19',
+    aspectRatio: 1.931
+  },
+  {
+    slug: 'community-workflows',
+    arcadeId: 'mqZh17oWDuWIyhK0xwEV',
+    category: 'demos.category.gettingStarted',
+    title: 'demos.community-workflows.title',
+    description: 'demos.community-workflows.description',
+    transcript: 'demos.community-workflows.transcript',
+    ogImage: '/images/demos/community-workflows-og.png',
+    thumbnail: '/images/demos/community-workflows-thumb.webp',
+    estimatedTime: 'demos.duration.2min',
+    durationIso: 'PT2M',
+    difficulty: 'beginner',
+    tags: ['getting-started', 'community', 'workflow', 'hub'],
+    publishedDate: '2026-05-04',
+    modifiedDate: '2026-05-04',
+    aspectRatio: 1.931
   }
 ]
 

apps/website/src/data/github-stars.snapshot.json

@@ -0,0 +1,5 @@
+{
+  "fetchedAt": "2026-05-11T21:41:14.168Z",
+  "repository": "Comfy-Org/ComfyUI",
+  "stargazersCount": 112467
+}

apps/website/src/data/githubStars.ts

@@ -0,0 +1,23 @@
+export interface GitHubStarsSnapshot {
+  fetchedAt: string
+  repository: 'Comfy-Org/ComfyUI'
+  stargazersCount: number
+}
+
+export function isGitHubStarsSnapshot(
+  value: unknown
+): value is GitHubStarsSnapshot {
+  if (value === null || typeof value !== 'object') return false
+  const candidate = value as {
+    fetchedAt?: unknown
+    repository?: unknown
+    stargazersCount?: unknown
+  }
+  return (
+    typeof candidate.fetchedAt === 'string' &&
+    candidate.repository === 'Comfy-Org/ComfyUI' &&
+    typeof candidate.stargazersCount === 'number' &&
+    Number.isSafeInteger(candidate.stargazersCount) &&
+    candidate.stargazersCount >= 0
+  )
+}

apps/website/src/i18n/translations.ts

@@ -3570,6 +3570,20 @@ const translations = {
       '<ol><li><strong>打开模板浏览器</strong> — 点击 ComfyUI 侧栏中的模板图标。</li><li><strong>浏览分类</strong> — 模板按任务分类：图像生成、视频、放大等。</li><li><strong>预览模板</strong> — 将鼠标悬停在模板上查看预览。</li><li><strong>加载并自定义</strong> — 点击加载模板，然后修改参数。</li></ol>'
   },
 
+  'demos.community-workflows.title': {
+    en: 'Explore and Use a Community Workflow from the Hub',
+    'zh-CN': '探索并使用社区工作流'
+  },
+  'demos.community-workflows.description': {
+    en: 'Discover how to find and get started with popular community workflows for generative AI projects.',
+    'zh-CN': '了解如何查找并使用流行的社区工作流来构建生成式 AI 项目。'
+  },
+  'demos.community-workflows.transcript': {
+    en: '<ol><li><strong>Open the Workflow Hub</strong> — From the ComfyUI sidebar, navigate to the community Workflow Hub to browse curated and trending workflows shared by the community.</li><li><strong>Browse popular workflows</strong> — Explore featured projects sorted by popularity, recency, and category to find one that matches your goal.</li><li><strong>Preview a workflow</strong> — Click a workflow card to see example outputs, required models, and a description of what it produces.</li><li><strong>Open in ComfyUI</strong> — Use the "Get Started" action to load the selected community workflow directly onto your canvas.</li><li><strong>Run and customize</strong> — Queue the workflow to generate your first result, then tweak prompts, models, and parameters to make it your own.</li></ol>',
+    'zh-CN':
+      '<ol><li><strong>打开工作流中心</strong> — 在 ComfyUI 侧栏中，进入社区工作流中心，浏览社区分享的精选和热门工作流。</li><li><strong>浏览热门工作流</strong> — 按热度、时间和分类浏览精选项目，找到符合需求的工作流。</li><li><strong>预览工作流</strong> — 点击工作流卡片，查看示例输出、所需模型和功能描述。</li><li><strong>在 ComfyUI 中打开</strong> — 使用"开始使用"按钮，将选中的社区工作流直接加载到画布。</li><li><strong>运行并自定义</strong> — 排队执行工作流以生成首个结果，然后调整提示词、模型和参数。</li></ol>'
+  },
+
   'demos.nav.nextDemo': { en: "What's Next", 'zh-CN': '下一个演示' },
   'demos.nav.viewDemo': { en: 'View Demo', 'zh-CN': '查看演示' },
   'demos.nav.allDemos': { en: 'All Demos', 'zh-CN': '所有演示' },

apps/website/src/layouts/BaseLayout.astro

@@ -5,7 +5,8 @@ import '../styles/global.css'
 import type { Locale } from '../i18n/translations'
 import SiteFooter from '../components/common/SiteFooter.vue'
 import SiteNav from '../components/common/SiteNav.vue'
-import { fetchGitHubStars, formatStarCount } from '../utils/github'
+import { fetchGitHubStarsForBuild, formatStarCount } from '../utils/github'
+import { reportGitHubStarsOutcome } from '../utils/github.ci'
 
 interface Props {
   title: string
@@ -30,8 +31,17 @@ const canonicalURL = new URL(Astro.url.pathname, siteBase)
 const ogImageURL = new URL(ogImage, siteBase)
 const rawLocale = Astro.currentLocale ?? 'en'
 const locale: Locale = rawLocale === 'zh-CN' ? 'zh-CN' : 'en'
-const rawStars = await fetchGitHubStars('Comfy-Org', 'ComfyUI')
-const githubStars = rawStars ? formatStarCount(rawStars) : ''
+const githubStarsOutcome = await fetchGitHubStarsForBuild()
+reportGitHubStarsOutcome(githubStarsOutcome)
+
+if (githubStarsOutcome.status === 'failed') {
+  throw new Error(
+    `GitHub stars fetch failed and no snapshot is available. Reason: ${githubStarsOutcome.reason}. ` +
+      'Run `pnpm --filter @comfyorg/website github-stars:refresh-snapshot` locally and commit the snapshot.'
+  )
+}
+
+const githubStars = formatStarCount(githubStarsOutcome.snapshot.stargazersCount)
 
 const gtmId = 'GTM-NP9JM6K7'
 const gtmEnabled = import.meta.env.PROD

apps/website/src/pages/demos/[slug].astro

@@ -121,6 +121,7 @@ const breadcrumbJsonLd = {
   <ArcadeEmbed
     arcadeId={demo.arcadeId}
     title={title}
+    aspectRatio={demo.aspectRatio}
     client:load
   />
 

apps/website/src/pages/zh-CN/demos/[slug].astro

@@ -122,6 +122,7 @@ const breadcrumbJsonLd = {
   <ArcadeEmbed
     arcadeId={demo.arcadeId}
     title={title}
+    aspectRatio={demo.aspectRatio}
     locale="zh-CN"
     client:load
   />

apps/website/src/styles/global.css

@@ -101,13 +101,13 @@
     transform: translateX(0);
   }
   100% {
-    transform: translateX(-50%);
+    transform: translateX(calc(-100% - var(--marquee-gap, 0px)));
   }
 }
 
 @keyframes marquee-reverse {
   0% {
-    transform: translateX(-50%);
+    transform: translateX(calc(-100% - var(--marquee-gap, 0px)));
   }
   100% {
     transform: translateX(0);
@@ -115,11 +115,15 @@
 }
 
 @utility animate-marquee {
-  animation: marquee 30s linear infinite;
+  @media (prefers-reduced-motion: no-preference) {
+    animation: marquee 30s linear infinite;
+  }
 }
 
 @utility animate-marquee-reverse {
-  animation: marquee-reverse 30s linear infinite;
+  @media (prefers-reduced-motion: no-preference) {
+    animation: marquee-reverse 30s linear infinite;
+  }
 }
 
 @keyframes ripple-effect {

apps/website/src/utils/ashby.ci.ts

@@ -1,39 +1,31 @@
-import { appendFileSync } from 'node:fs'
-
 import type { FetchOutcome } from './ashby'
 
-let hasReported = false
+import {
+  createBuildDataReporter,
+  describeSnapshotAge,
+  escapeAnnotation
+} from './buildDataReporter'
 
-export function resetAshbyReporterForTests(): void {
-  hasReported = false
-}
+const ashbyReporter = createBuildDataReporter({
+  summaryHeading: '## 💼 Careers (Ashby)\n',
+  buildAnnotations,
+  buildSummaryRows
+})
 
-export function reportAshbyOutcome(outcome: FetchOutcome): void {
-  if (hasReported) return
-  hasReported = true
-
-  const lines = buildAnnotations(outcome)
-  for (const line of lines) {
-    process.stdout.write(`${line}\n`)
-  }
-
-  const summaryPath = process.env.GITHUB_STEP_SUMMARY
-  if (summaryPath) {
-    try {
-      appendFileSync(summaryPath, buildStepSummary(outcome))
-    } catch {
-      // Writing the summary is best-effort; do not fail the build if the
-      // runner's summary file is unavailable (e.g. local dev).
-    }
-  }
-}
+export const resetAshbyReporterForTests = ashbyReporter.resetForTests
+export const reportAshbyOutcome = ashbyReporter.report
 
 function buildAnnotations(outcome: FetchOutcome): string[] {
   if (outcome.status === 'fresh') {
     if (outcome.droppedCount === 0) return []
     const roleCount = outcome.droppedCount === 1 ? 'role' : 'roles'
     const drops = outcome.droppedRoles
-      .map((d) => `  - ${d.title ? `"${d.title}"` : '(untitled)'}: ${d.reason}`)
+      .map(
+        (d) =>
+          `  - ${escapeAnnotation(
+            d.title ? `"${d.title}"` : '(untitled)'
+          )}: ${escapeAnnotation(d.reason)}`
+      )
       .join('%0A')
     return [
       `::warning title=Ashby: dropped ${outcome.droppedCount} invalid ${roleCount}::Dropped roles:%0A${drops}%0A%0AAction items:%0A  1. Fix the posting in Ashby admin (e.g. assign a department, fix the URL).%0A  2. If the v1 schema is too strict for a legitimate case, relax the field in apps/website/src/utils/ashby.schema.ts and add a test.%0A  3. These roles will not appear on the careers page until fixed.`
@@ -63,12 +55,7 @@ function staleAnnotation(reason: string): string {
   return `::warning title=Ashby API unavailable::${escaped}. Using last-known-good snapshot.%0A%0AAction items:%0A  1. Check https://status.ashbyhq.com%0A  2. Re-run this workflow once Ashby is healthy.`
 }
 
-function escapeAnnotation(value: string): string {
-  return value.replace(/\r?\n/g, '%0A').replace(/\r/g, '%0D')
-}
-
-function buildStepSummary(outcome: FetchOutcome): string {
-  const header = '## 💼 Careers (Ashby)\n'
+function buildSummaryRows(outcome: FetchOutcome): Array<[string, string]> {
   const rows: Array<[string, string]> = []
 
   if (outcome.status === 'fresh') {
@@ -95,19 +82,5 @@ function buildStepSummary(outcome: FetchOutcome): string {
     rows.push(['Reason', outcome.reason])
   }
 
-  const table =
-    '| | |\n|---|---|\n' +
-    rows.map(([k, v]) => `| **${k}** | ${v} |`).join('\n') +
-    '\n'
-
-  return `${header}${table}\n`
-}
-
-function describeSnapshotAge(fetchedAt: string): string {
-  const fetched = new Date(fetchedAt).getTime()
-  if (Number.isNaN(fetched)) return 'unknown'
-  const days = Math.floor((Date.now() - fetched) / 86_400_000)
-  if (days <= 0) return 'today'
-  if (days === 1) return '1 day'
-  return `${days} days`
+  return rows
 }

apps/website/src/utils/ashby.ts

@@ -9,25 +9,24 @@ import {
   AshbyJobBoardResponseSchema,
   AshbyJobPostingSchema
 } from './ashby.schema'
+import type { BuildDataFetchResult, BuildDataOutcome } from './buildDataSource'
+import { createBuildDataSource } from './buildDataSource'
 
 const DEFAULT_BASE_URL = 'https://api.ashbyhq.com'
 const DEFAULT_TIMEOUT_MS = 10_000
 const RETRY_DELAYS_MS = [1_000, 2_000, 4_000]
 
-export interface DroppedRole {
+interface DroppedRole {
   title: string
   reason: string
 }
 
-export type FetchOutcome =
-  | {
-      status: 'fresh'
-      snapshot: RolesSnapshot
-      droppedCount: number
-      droppedRoles: DroppedRole[]
-    }
-  | { status: 'stale'; snapshot: RolesSnapshot; reason: string }
-  | { status: 'failed'; reason: string }
+interface FreshRolesData {
+  droppedCount: number
+  droppedRoles: DroppedRole[]
+}
+
+export type FetchOutcome = BuildDataOutcome<RolesSnapshot, FreshRolesData>
 
 interface FetchRolesOptions {
   apiKey?: string
@@ -40,56 +39,50 @@ interface FetchRolesOptions {
   sleep?: (ms: number) => Promise<void>
 }
 
-let inflight: Promise<FetchOutcome> | undefined
+const ashbySource = createBuildDataSource<
+  FetchRolesOptions,
+  RolesSnapshot,
+  FreshRolesData
+>({
+  name: 'Ashby roles',
+  fetchFresh: fetchFreshRoles,
+  readSnapshot: (options) => readSnapshot(options.snapshotUrl),
+  getCacheKey: getAshbyCacheKey
+})
 
-export function resetAshbyFetcherForTests(): void {
-  inflight = undefined
-}
+export const resetAshbyFetcherForTests = ashbySource.resetForTests
+export const fetchRolesForBuild = ashbySource.fetchForBuild
 
-export function fetchRolesForBuild(
-  options: FetchRolesOptions = {}
-): Promise<FetchOutcome> {
-  inflight ??= doFetchRolesForBuild(options)
-  return inflight
-}
-
-async function doFetchRolesForBuild(
+async function fetchFreshRoles(
   options: FetchRolesOptions
-): Promise<FetchOutcome> {
+): Promise<BuildDataFetchResult<RolesSnapshot, FreshRolesData>> {
   const apiKey = options.apiKey ?? process.env.WEBSITE_ASHBY_API_KEY
   const boardName =
     options.boardName ?? process.env.WEBSITE_ASHBY_JOB_BOARD_NAME
 
   if (!apiKey || !boardName) {
-    return fallback(
-      'missing WEBSITE_ASHBY_API_KEY or WEBSITE_ASHBY_JOB_BOARD_NAME',
-      options.snapshotUrl
-    )
+    return {
+      kind: 'err',
+      reason: 'missing WEBSITE_ASHBY_API_KEY or WEBSITE_ASHBY_JOB_BOARD_NAME'
+    }
   }
 
   const result = await tryFetchAndParse(apiKey, boardName, options)
   if (result.kind === 'ok') {
     return {
-      status: 'fresh',
+      kind: 'ok',
       snapshot: {
         fetchedAt: new Date().toISOString(),
         departments: result.departments
       },
-      droppedCount: result.droppedRoles.length,
-      droppedRoles: result.droppedRoles
+      data: {
+        droppedCount: result.droppedRoles.length,
+        droppedRoles: result.droppedRoles
+      }
     }
   }
 
-  return fallback(result.reason, options.snapshotUrl)
-}
-
-async function fallback(
-  reason: string,
-  snapshotUrl: URL | undefined
-): Promise<FetchOutcome> {
-  const snapshot = await readSnapshot(snapshotUrl)
-  if (snapshot) return { status: 'stale', snapshot, reason }
-  return { status: 'failed', reason }
+  return result
 }
 
 interface FetchOk {
@@ -297,3 +290,15 @@ function isRolesSnapshot(value: unknown): value is RolesSnapshot {
 function defaultSleep(ms: number): Promise<void> {
   return new Promise((resolve) => setTimeout(resolve, ms))
 }
+
+function getAshbyCacheKey(options: FetchRolesOptions): string {
+  return JSON.stringify({
+    apiKey: options.apiKey ?? process.env.WEBSITE_ASHBY_API_KEY ?? '',
+    boardName:
+      options.boardName ?? process.env.WEBSITE_ASHBY_JOB_BOARD_NAME ?? '',
+    baseUrl: options.baseUrl ?? DEFAULT_BASE_URL,
+    timeoutMs: options.timeoutMs ?? DEFAULT_TIMEOUT_MS,
+    retryDelaysMs: options.retryDelaysMs ?? RETRY_DELAYS_MS,
+    snapshotUrl: options.snapshotUrl?.href ?? ''
+  })
+}

apps/website/src/utils/buildDataReporter.ts

@@ -0,0 +1,78 @@
+import { appendFileSync } from 'node:fs'
+
+import type { BuildDataOutcome } from './buildDataSource'
+
+type SummaryRows = Array<[string, string]>
+
+interface BuildDataReporterConfig<
+  TSnapshot,
+  TFreshData extends object = object
+> {
+  summaryHeading: string
+  buildAnnotations: (
+    outcome: BuildDataOutcome<TSnapshot, TFreshData>
+  ) => string[]
+  buildSummaryRows: (
+    outcome: BuildDataOutcome<TSnapshot, TFreshData>
+  ) => SummaryRows
+}
+
+export function createBuildDataReporter<
+  TSnapshot,
+  TFreshData extends object = object
+>(config: BuildDataReporterConfig<TSnapshot, TFreshData>) {
+  let hasReported = false
+
+  function resetForTests(): void {
+    hasReported = false
+  }
+
+  function report(outcome: BuildDataOutcome<TSnapshot, TFreshData>): void {
+    if (hasReported) return
+    hasReported = true
+
+    const lines = config.buildAnnotations(outcome)
+    for (const line of lines) {
+      process.stdout.write(`${line}\n`)
+    }
+
+    const summaryPath = process.env.GITHUB_STEP_SUMMARY
+    if (summaryPath) {
+      try {
+        appendFileSync(
+          summaryPath,
+          buildStepSummary(
+            config.summaryHeading,
+            config.buildSummaryRows(outcome)
+          )
+        )
+      } catch {
+        // Best-effort only; a missing local summary file must not fail a build.
+      }
+    }
+  }
+
+  return { report, resetForTests }
+}
+
+export function escapeAnnotation(value: string): string {
+  return value.replace(/%/g, '%25').replace(/\r/g, '%0D').replace(/\n/g, '%0A')
+}
+
+export function describeSnapshotAge(fetchedAt: string): string {
+  const fetched = new Date(fetchedAt).getTime()
+  if (Number.isNaN(fetched)) return 'unknown'
+  const days = Math.floor((Date.now() - fetched) / 86_400_000)
+  if (days <= 0) return 'today'
+  if (days === 1) return '1 day'
+  return `${days} days`
+}
+
+function buildStepSummary(heading: string, rows: SummaryRows): string {
+  const table =
+    '| | |\n|---|---|\n' +
+    rows.map(([key, value]) => `| **${key}** | ${value} |`).join('\n') +
+    '\n'
+
+  return `${heading}${table}\n`
+}

apps/website/src/utils/buildDataSource.test.ts

@@ -0,0 +1,82 @@
+import { describe, expect, it, vi } from 'vitest'
+
+import { createBuildDataSource } from './buildDataSource'
+
+interface TestOptions {
+  cacheKey?: string
+  snapshot?: string
+  result?: 'fresh' | 'stale' | 'failed'
+}
+
+describe('createBuildDataSource', () => {
+  it('returns fresh data without reading the snapshot', async () => {
+    const readSnapshot = vi.fn(async () => 'snapshot')
+    const source = createBuildDataSource<TestOptions, string>({
+      name: 'test',
+      fetchFresh: async () => ({
+        kind: 'ok',
+        snapshot: 'fresh',
+        data: {}
+      }),
+      readSnapshot
+    })
+
+    await expect(source.fetchForBuild()).resolves.toEqual({
+      status: 'fresh',
+      snapshot: 'fresh'
+    })
+    expect(readSnapshot).not.toHaveBeenCalled()
+  })
+
+  it('falls back to a snapshot when fresh fetch fails', async () => {
+    const source = createBuildDataSource<TestOptions, string>({
+      name: 'test',
+      fetchFresh: async () => ({ kind: 'err', reason: 'HTTP 500' }),
+      readSnapshot: async (options) => options.snapshot ?? null
+    })
+
+    await expect(
+      source.fetchForBuild({ snapshot: 'last-known-good' })
+    ).resolves.toEqual({
+      status: 'stale',
+      snapshot: 'last-known-good',
+      reason: 'HTTP 500'
+    })
+  })
+
+  it('returns failed when fresh fetch and snapshot are unavailable', async () => {
+    const source = createBuildDataSource<TestOptions, string>({
+      name: 'test',
+      fetchFresh: async () => ({ kind: 'err', reason: 'HTTP 500' }),
+      readSnapshot: async () => null
+    })
+
+    await expect(source.fetchForBuild()).resolves.toEqual({
+      status: 'failed',
+      reason: 'HTTP 500'
+    })
+  })
+
+  it('memoizes matching cache keys and rejects mismatched cache keys', async () => {
+    const fetchFresh = vi.fn(async () => ({
+      kind: 'ok' as const,
+      snapshot: 'fresh',
+      data: {}
+    }))
+    const source = createBuildDataSource<TestOptions, string>({
+      name: 'test',
+      fetchFresh,
+      readSnapshot: async () => null,
+      getCacheKey: (options) => options.cacheKey ?? 'default'
+    })
+
+    const first = await source.fetchForBuild({ cacheKey: 'a' })
+    const second = await source.fetchForBuild({ cacheKey: 'a' })
+
+    expect(first).toBe(second)
+    expect(fetchFresh).toHaveBeenCalledTimes(1)
+    expect(() => source.fetchForBuild({ cacheKey: 'b' })).toThrow(
+      /called twice with different options/
+    )
+  })
+})

apps/website/src/utils/buildDataSource.ts

@@ -0,0 +1,83 @@
+export type BuildDataOutcome<TSnapshot, TFreshData extends object = object> =
+  | ({ status: 'fresh'; snapshot: TSnapshot } & TFreshData)
+  | { status: 'stale'; snapshot: TSnapshot; reason: string }
+  | { status: 'failed'; reason: string }
+
+export type BuildDataFetchResult<
+  TSnapshot,
+  TFreshData extends object = object
+> =
+  | { kind: 'ok'; snapshot: TSnapshot; data: TFreshData }
+  | { kind: 'err'; reason: string }
+
+interface BuildDataSourceConfig<
+  TOptions extends object,
+  TSnapshot,
+  TFreshData extends object
+> {
+  name: string
+  fetchFresh: (
+    options: TOptions
+  ) => Promise<BuildDataFetchResult<TSnapshot, TFreshData>>
+  readSnapshot: (options: TOptions) => Promise<TSnapshot | null>
+  getCacheKey?: (options: TOptions) => string
+}
+
+export function createBuildDataSource<
+  TOptions extends object,
+  TSnapshot,
+  TFreshData extends object = object
+>(config: BuildDataSourceConfig<TOptions, TSnapshot, TFreshData>) {
+  let inflight: Promise<BuildDataOutcome<TSnapshot, TFreshData>> | undefined
+  let inflightCacheKey: string | undefined
+
+  function resetForTests(): void {
+    inflight = undefined
+    inflightCacheKey = undefined
+  }
+
+  function fetchForBuild(
+    options = {} as TOptions
+  ): Promise<BuildDataOutcome<TSnapshot, TFreshData>> {
+    const cacheKey = config.getCacheKey?.(options) ?? 'default'
+    if (inflight) {
+      if (inflightCacheKey !== cacheKey) {
+        throw new Error(
+          `${config.name} fetcher called twice with different options; reset between distinct configurations`
+        )
+      }
+      return inflight
+    }
+
+    inflightCacheKey = cacheKey
+    inflight = doFetchForBuild(config, options)
+    return inflight
+  }
+
+  return { fetchForBuild, resetForTests }
+}
+
+async function doFetchForBuild<
+  TOptions extends object,
+  TSnapshot,
+  TFreshData extends object
+>(
+  config: BuildDataSourceConfig<TOptions, TSnapshot, TFreshData>,
+  options: TOptions
+): Promise<BuildDataOutcome<TSnapshot, TFreshData>> {
+  const result = await config.fetchFresh(options)
+  if (result.kind === 'ok') {
+    return {
+      status: 'fresh',
+      snapshot: result.snapshot,
+      ...result.data
+    }
+  }
+
+  const snapshot = await config.readSnapshot(options)
+  if (snapshot) {
+    return { status: 'stale', snapshot, reason: result.reason }
+  }
+
+  return { status: 'failed', reason: result.reason }
+}

apps/website/src/utils/github.ci.test.ts

@@ -0,0 +1,83 @@
+import { mkdtempSync, readFileSync, rmSync, writeFileSync } from 'node:fs'
+import { tmpdir } from 'node:os'
+import { join } from 'node:path'
+
+import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
+
+import type { FetchOutcome } from './github'
+
+import {
+  reportGitHubStarsOutcome,
+  resetGitHubStarsReporterForTests
+} from './github.ci'
+
+function snapshot() {
+  return {
+    fetchedAt: new Date().toISOString(),
+    repository: 'Comfy-Org/ComfyUI' as const,
+    stargazersCount: 112464
+  }
+}
+
+function freshOutcome(): FetchOutcome {
+  return {
+    status: 'fresh',
+    snapshot: snapshot()
+  }
+}
+
+describe('reportGitHubStarsOutcome', () => {
+  let writeSpy: ReturnType<typeof vi.spyOn>
+  let summaryDir: string
+  let summaryPath: string
+  const originalSummary = process.env.GITHUB_STEP_SUMMARY
+
+  beforeEach(() => {
+    resetGitHubStarsReporterForTests()
+    writeSpy = vi.spyOn(process.stdout, 'write').mockImplementation(() => true)
+    summaryDir = mkdtempSync(join(tmpdir(), 'github-stars-summary-'))
+    summaryPath = join(summaryDir, 'summary.md')
+    writeFileSync(summaryPath, '')
+    process.env.GITHUB_STEP_SUMMARY = summaryPath
+  })
+
+  afterEach(() => {
+    writeSpy.mockRestore()
+    rmSync(summaryDir, { recursive: true, force: true })
+    if (originalSummary === undefined) delete process.env.GITHUB_STEP_SUMMARY
+    else process.env.GITHUB_STEP_SUMMARY = originalSummary
+  })
+
+  it('emits no annotation on a fresh outcome', () => {
+    reportGitHubStarsOutcome(freshOutcome())
+    expect(writeSpy).not.toHaveBeenCalled()
+    expect(readFileSync(summaryPath, 'utf8')).toContain('Fresh')
+  })
+
+  it('emits exactly one stale warning across repeated calls', () => {
+    const outcome: FetchOutcome = {
+      status: 'stale',
+      reason: 'HTTP 403 rate limited',
+      snapshot: snapshot()
+    }
+
+    reportGitHubStarsOutcome(outcome)
+    reportGitHubStarsOutcome(outcome)
+
+    expect(writeSpy).toHaveBeenCalledTimes(1)
+    const annotation = writeSpy.mock.calls[0]![0] as string
+    expect(annotation).toContain('::warning title=GitHub stars unavailable')
+    expect(readFileSync(summaryPath, 'utf8')).toContain('Stale')
+  })
+
+  it('emits an error for failed outcomes', () => {
+    reportGitHubStarsOutcome({
+      status: 'failed',
+      reason: 'HTTP 500 Server Error'
+    })
+
+    const annotation = writeSpy.mock.calls[0]![0] as string
+    expect(annotation).toContain('::error title=GitHub stars fetch failed')
+    expect(readFileSync(summaryPath, 'utf8')).toContain('Failed')
+  })
+})

apps/website/src/utils/github.ci.ts

@@ -0,0 +1,56 @@
+import type { FetchOutcome } from './github'
+
+import {
+  createBuildDataReporter,
+  describeSnapshotAge,
+  escapeAnnotation
+} from './buildDataReporter'
+
+const githubStarsReporter = createBuildDataReporter({
+  summaryHeading: '## GitHub stars\n',
+  buildAnnotations,
+  buildSummaryRows
+})
+
+export const resetGitHubStarsReporterForTests =
+  githubStarsReporter.resetForTests
+export const reportGitHubStarsOutcome = githubStarsReporter.report
+
+function buildAnnotations(outcome: FetchOutcome): string[] {
+  if (outcome.status === 'fresh') return []
+
+  if (outcome.status === 'stale') {
+    return [
+      `::warning title=GitHub stars unavailable::${escapeAnnotation(
+        outcome.reason
+      )}. Using last-known-good snapshot.%0A%0AAction items:%0A  1. Check GitHub API availability/rate limits.%0A  2. Re-run the build once GitHub is healthy.%0A  3. To refresh the fallback value, run \`pnpm --filter @comfyorg/website github-stars:refresh-snapshot\` and commit apps/website/src/data/github-stars.snapshot.json.`
+    ]
+  }
+
+  return [
+    `::error title=GitHub stars fetch failed and no snapshot is available::Cannot render website navigation stars.%0A%0AReason: ${escapeAnnotation(
+      outcome.reason
+    )}%0A%0AAction items:%0A  1. Run \`pnpm --filter @comfyorg/website github-stars:refresh-snapshot\`.%0A  2. Commit apps/website/src/data/github-stars.snapshot.json.%0A  3. Push and re-run CI.`
+  ]
+}
+
+function buildSummaryRows(outcome: FetchOutcome): Array<[string, string]> {
+  const rows: Array<[string, string]> = []
+
+  if (outcome.status === 'fresh') {
+    rows.push(['Status', 'Fresh (fetched from GitHub)'])
+    rows.push(['Repository', outcome.snapshot.repository])
+    rows.push(['Stars', String(outcome.snapshot.stargazersCount)])
+  } else if (outcome.status === 'stale') {
+    rows.push(['Status', 'Stale (using snapshot - GitHub fetch failed)'])
+    rows.push(['Repository', outcome.snapshot.repository])
+    rows.push(['Stars', String(outcome.snapshot.stargazersCount)])
+    rows.push(['Reason', outcome.reason])
+    rows.push(['Snapshot age', describeSnapshotAge(outcome.snapshot.fetchedAt)])
+  } else {
+    rows.push(['Status', 'Failed (no snapshot available)'])
+    rows.push(['Reason', outcome.reason])
+  }
+
+  return rows
+}

apps/website/src/utils/github.test.ts

@@ -1,10 +1,50 @@
-import { afterEach, describe, expect, it, vi } from 'vitest'
+import { mkdtempSync, rmSync, writeFileSync } from 'node:fs'
+import { tmpdir } from 'node:os'
+import { join } from 'node:path'
+import { pathToFileURL } from 'node:url'
 
-import { fetchGitHubStars, formatStarCount } from './github'
+import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
+
+import type { GitHubStarsSnapshot } from '../data/githubStars'
+
+import {
+  fetchGitHubStars,
+  fetchGitHubStarsForBuild,
+  formatStarCount,
+  resetGitHubStarsFetcherForTests
+} from './github'
+
+function response(body: unknown, init: Partial<ResponseInit> = {}): Response {
+  const base: ResponseInit = {
+    status: 200,
+    headers: { 'content-type': 'application/json' }
+  }
+  return new Response(JSON.stringify(body), { ...base, ...init })
+}
+
+function makeSnapshot(stargazersCount = 111_605): GitHubStarsSnapshot {
+  return {
+    fetchedAt: '2026-05-06T00:00:00.000Z',
+    repository: 'Comfy-Org/ComfyUI',
+    stargazersCount
+  }
+}
+
+function withSnapshotDir(snapshot: GitHubStarsSnapshot | null): URL {
+  const dir = mkdtempSync(join(tmpdir(), 'github-stars-test-'))
+  const file = join(dir, 'github-stars.snapshot.json')
+  if (snapshot) writeFileSync(file, JSON.stringify(snapshot))
+  return pathToFileURL(file)
+}
 
 describe('fetchGitHubStars', () => {
   const savedOverride = process.env.WEBSITE_GITHUB_STARS_OVERRIDE
 
+  beforeEach(() => {
+    resetGitHubStarsFetcherForTests()
+    delete process.env.WEBSITE_GITHUB_STARS_OVERRIDE
+  })
+
   afterEach(() => {
     vi.restoreAllMocks()
     if (savedOverride === undefined)
@@ -16,16 +56,86 @@ describe('fetchGitHubStars', () => {
     process.env.WEBSITE_GITHUB_STARS_OVERRIDE = '110000'
     const fetchMock = vi.spyOn(globalThis, 'fetch')
 
-    await expect(fetchGitHubStars('Comfy-Org', 'ComfyUI')).resolves.toBe(110000)
+    await expect(fetchGitHubStars()).resolves.toBe(110000)
     expect(fetchMock).not.toHaveBeenCalled()
   })
 
   it('fails fast when the build-time override is malformed', async () => {
     process.env.WEBSITE_GITHUB_STARS_OVERRIDE = '110K'
+    const fetchMock = vi.spyOn(globalThis, 'fetch')
 
-    await expect(fetchGitHubStars('Comfy-Org', 'ComfyUI')).rejects.toThrow(
+    await expect(fetchGitHubStars()).rejects.toThrow(
       'WEBSITE_GITHUB_STARS_OVERRIDE must be a non-negative integer'
     )
+    expect(fetchMock).not.toHaveBeenCalled()
+  })
+
+  it('returns fresh stars when the API succeeds', async () => {
+    const fetchImpl = vi.fn<typeof fetch>(async () =>
+      response({ stargazers_count: 112464 })
+    )
+
+    const outcome = await fetchGitHubStarsForBuild({ fetchImpl })
+
+    expect(outcome.status).toBe('fresh')
+    if (outcome.status !== 'fresh') return
+    expect(outcome.snapshot.repository).toBe('Comfy-Org/ComfyUI')
+    expect(outcome.snapshot.stargazersCount).toBe(112464)
+  })
+
+  it('memoizes build-time star fetches within a single process', async () => {
+    const fetchImpl = vi.fn<typeof fetch>(async () =>
+      response({ stargazers_count: 110000 })
+    )
+
+    const [a, b] = await Promise.all([
+      fetchGitHubStarsForBuild({ fetchImpl }),
+      fetchGitHubStarsForBuild({ fetchImpl })
+    ])
+
+    expect(a).toBe(b)
+    expect(fetchImpl).toHaveBeenCalledTimes(1)
+  })
+
+  it('falls back to the committed snapshot when GitHub fetch fails', async () => {
+    const snapshotUrl = withSnapshotDir(makeSnapshot())
+    const fetchImpl = vi.fn<typeof fetch>(async () =>
+      response({}, { status: 403 })
+    )
+
+    const outcome = await fetchGitHubStarsForBuild({ fetchImpl, snapshotUrl })
+
+    expect(outcome.status).toBe('stale')
+    if (outcome.status !== 'stale') return
+    expect(outcome.reason).toMatch(/^HTTP 403/)
+    expect(outcome.snapshot.stargazersCount).toBe(111605)
+    rmSync(new URL('.', snapshotUrl), { recursive: true, force: true })
+  })
+
+  it('returns failed when both GitHub fetch and snapshot are unavailable', async () => {
+    const snapshotUrl = withSnapshotDir(null)
+    const fetchImpl = vi.fn<typeof fetch>(async () =>
+      response({}, { status: 403 })
+    )
+
+    const outcome = await fetchGitHubStarsForBuild({ fetchImpl, snapshotUrl })
+
+    expect(outcome.status).toBe('failed')
+    rmSync(new URL('.', snapshotUrl), { recursive: true, force: true })
+  })
+
+  it('rejects invalid numeric star counts before caching them', async () => {
+    const snapshotUrl = withSnapshotDir(makeSnapshot())
+    const fetchImpl = vi.fn<typeof fetch>(async () =>
+      response({ stargazers_count: -1 })
+    )
+
+    const outcome = await fetchGitHubStarsForBuild({ fetchImpl, snapshotUrl })
+
+    expect(outcome.status).toBe('stale')
+    if (outcome.status !== 'stale') return
+    expect(outcome.reason).toMatch(/^response schema validation failed/)
+    rmSync(new URL('.', snapshotUrl), { recursive: true, force: true })
   })
 })
 

apps/website/src/utils/github.ts

@@ -1,22 +1,129 @@
-export async function fetchGitHubStars(
-  owner: string,
-  repo: string
-): Promise<number | null> {
-  const override = readGitHubStarsOverride()
-  if (override !== undefined) return override
+import { readFile } from 'node:fs/promises'
 
+import type { GitHubStarsSnapshot } from '../data/githubStars'
+import type { BuildDataFetchResult, BuildDataOutcome } from './buildDataSource'
+
+import bundledSnapshot from '../data/github-stars.snapshot.json' with { type: 'json' }
+import { isGitHubStarsSnapshot } from '../data/githubStars'
+import { createBuildDataSource } from './buildDataSource'
+
+const GITHUB_REPOSITORY = 'Comfy-Org/ComfyUI'
+const GITHUB_REPO_API_URL = `https://api.github.com/repos/${GITHUB_REPOSITORY}`
+
+export type FetchOutcome = BuildDataOutcome<GitHubStarsSnapshot>
+
+interface FetchGitHubStarsOptions {
+  fetchImpl?: typeof fetch
+  snapshotUrl?: URL
+}
+
+const githubStarsSource = createBuildDataSource<
+  FetchGitHubStarsOptions,
+  GitHubStarsSnapshot
+>({
+  name: 'GitHub stars',
+  fetchFresh: fetchFreshGitHubStars,
+  readSnapshot: (options) => readSnapshot(options.snapshotUrl),
+  getCacheKey: getGitHubStarsCacheKey
+})
+
+export const resetGitHubStarsFetcherForTests = githubStarsSource.resetForTests
+export const fetchGitHubStarsForBuild = githubStarsSource.fetchForBuild
+
+export async function fetchGitHubStars(
+  fetchImpl: typeof fetch = fetch
+): Promise<number | null> {
+  const result = await fetchFreshGitHubStars({ fetchImpl })
+  if (result.kind === 'err') return null
+  return result.snapshot.stargazersCount
+}
+
+async function fetchFreshGitHubStars(
+  options: FetchGitHubStarsOptions
+): Promise<BuildDataFetchResult<GitHubStarsSnapshot>> {
+  const override = readGitHubStarsOverride()
+  if (override !== undefined) {
+    return {
+      kind: 'ok',
+      snapshot: makeSnapshot(override),
+      data: {}
+    }
+  }
+
+  const response = await callOnce(options.fetchImpl ?? fetch)
+  if (response.kind === 'err') return response
+
+  const count = readStargazerCount(response.body)
+  if (count === null) {
+    return {
+      kind: 'err',
+      reason:
+        'response schema validation failed: stargazers_count must be a non-negative safe integer'
+    }
+  }
+
+  return {
+    kind: 'ok',
+    snapshot: makeSnapshot(count),
+    data: {}
+  }
+}
+
+type CallResponse =
+  | { kind: 'ok'; body: unknown }
+  | { kind: 'err'; reason: string }
+
+async function callOnce(fetchImpl: typeof fetch): Promise<CallResponse> {
   try {
-    const res = await fetch(`https://api.github.com/repos/${owner}/${repo}`, {
+    const res = await fetchImpl(GITHUB_REPO_API_URL, {
       headers: { Accept: 'application/vnd.github.v3+json' }
     })
-    if (!res.ok) return null
-    const data = await res.json()
-    return data.stargazers_count ?? null
+    if (res.ok) return { kind: 'ok', body: await res.json() }
+    return {
+      kind: 'err',
+      reason: `HTTP ${res.status} ${res.statusText || ''}`.trim()
+    }
+  } catch (error) {
+    const reason =
+      error instanceof Error
+        ? `network error: ${error.message}`
+        : 'network error'
+    return { kind: 'err', reason }
+  }
+}
+
+async function readSnapshot(
+  snapshotUrl: URL | undefined
+): Promise<GitHubStarsSnapshot | null> {
+  if (!snapshotUrl) {
+    return isGitHubStarsSnapshot(bundledSnapshot) ? bundledSnapshot : null
+  }
+  try {
+    const text = await readFile(snapshotUrl, 'utf8')
+    const parsed: unknown = JSON.parse(text)
+    if (isGitHubStarsSnapshot(parsed)) return parsed
+    return null
   } catch {
     return null
   }
 }
 
+function makeSnapshot(stargazersCount: number): GitHubStarsSnapshot {
+  return {
+    fetchedAt: new Date().toISOString(),
+    repository: GITHUB_REPOSITORY,
+    stargazersCount
+  }
+}
+
+function readStargazerCount(data: unknown): number | null {
+  if (data === null || typeof data !== 'object') return null
+  const count = (data as { stargazers_count?: unknown }).stargazers_count
+  return typeof count === 'number' && Number.isSafeInteger(count) && count >= 0
+    ? count
+    : null
+}
+
 export function formatStarCount(count: number): string {
   if (count >= 1_000_000) {
     const m = count / 1_000_000
@@ -42,3 +149,10 @@ function readGitHubStarsOverride(): number | undefined {
 
   return count
 }
+
+function getGitHubStarsCacheKey(options: FetchGitHubStarsOptions): string {
+  return JSON.stringify({
+    override: process.env.WEBSITE_GITHUB_STARS_OVERRIDE ?? '',
+    snapshotUrl: options.snapshotUrl?.href ?? ''
+  })
+}

browser_tests/assets/widgets/load_image_widget_missing_file.json

@@ -0,0 +1,42 @@
+{
+  "last_node_id": 10,
+  "last_link_id": 10,
+  "nodes": [
+    {
+      "id": 10,
+      "type": "LoadImage",
+      "pos": [50, 50],
+      "size": [315, 314],
+      "flags": {},
+      "order": 0,
+      "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": ["this-image-does-not-exist-deadbeef.png", "image"]
+    }
+  ],
+  "links": [],
+  "groups": [],
+  "config": {},
+  "extra": {
+    "ds": {
+      "offset": [0, 0],
+      "scale": 1
+    }
+  },
+  "version": 0.4
+}

browser_tests/fixtures/ComfyPage.ts

@@ -190,6 +190,9 @@ export class ComfyPage {
   /** Worker index to test user ID */
   public readonly userIds: string[] = []
 
+  /** Whether the current test runs in Vue Nodes mode (initialized from `@vue-nodes` tag). */
+  public isVueNodes = false
+
   /** Test user ID for the current context */
   get id() {
     return this.userIds[comfyPageFixture.info().parallelIndex]
@@ -282,12 +285,10 @@ export class ComfyPage {
 
   async setup({
     clearStorage = true,
-    mockReleases = true,
-    url
+    mockReleases = true
   }: {
     clearStorage?: boolean
     mockReleases?: boolean
-    url?: string
   } = {}) {
     // Mock release endpoint to prevent changelog popups (before navigation)
     if (mockReleases) {
@@ -319,7 +320,7 @@ export class ComfyPage {
       }, this.id)
     }
 
-    await this.goto({ url })
+    await this.goto()
 
     await this.page.waitForFunction(() => document.fonts.ready)
     await this.waitForAppReady()
@@ -346,8 +347,8 @@ export class ComfyPage {
     return assetPath(fileName)
   }
 
-  async goto({ url }: { url?: string } = {}) {
-    await this.page.goto(url ? new URL(url, this.url).toString() : this.url)
+  async goto() {
+    await this.page.goto(this.url)
   }
 
   async nextFrame() {
@@ -502,6 +503,7 @@ export const comfyPageFixture = base.extend<{
     comfyPage.userIds[parallelIndex] = userId
 
     const isVueNodes = testInfo.tags.includes('@vue-nodes')
+    comfyPage.isVueNodes = isVueNodes
 
     try {
       await comfyPage.setupSettings({

browser_tests/fixtures/components/ContextMenu.ts

@@ -20,6 +20,7 @@ export class ContextMenu {
 
   async clickMenuItemExact(name: string): Promise<void> {
     await this.page.getByRole('menuitem', { name, exact: true }).click()
+    await this.waitForHidden()
   }
 
   /**

browser_tests/fixtures/components/SidebarTab.ts

@@ -95,7 +95,6 @@ export class NodeLibrarySidebarTabV2 extends SidebarTab {
   public readonly allTab: Locator
   public readonly blueprintsTab: Locator
   public readonly sortButton: Locator
-  public readonly nodePreview: Locator
 
   constructor(public override readonly page: Page) {
     super(page, 'node-library')
@@ -104,7 +103,6 @@ export class NodeLibrarySidebarTabV2 extends SidebarTab {
     this.allTab = this.getTab('All')
     this.blueprintsTab = this.getTab('Blueprints')
     this.sortButton = this.sidebarContent.getByRole('button', { name: 'Sort' })
-    this.nodePreview = page.getByTestId(TestIds.sidebar.nodePreviewCard)
   }
 
   getTab(name: string) {

browser_tests/fixtures/components/Topbar.ts

@@ -82,7 +82,7 @@ export class Topbar {
   }
 
   getSaveDialog(): Locator {
-    return this.page.locator('.p-dialog-content input')
+    return this.page.getByRole('dialog').getByRole('textbox')
   }
 
   saveWorkflow(workflowName: string): Promise<void> {
@@ -116,9 +116,9 @@ export class Topbar {
 
     // Check if a confirmation dialog appeared (e.g., "Overwrite existing file?")
     // If so, return early to let the test handle the confirmation
-    const confirmationDialog = this.page.locator(
-      '.p-dialog:has-text("Overwrite")'
-    )
+    const confirmationDialog = this.page
+      .getByRole('dialog')
+      .filter({ hasText: 'Overwrite' })
     if (await confirmationDialog.isVisible()) {
       return
     }

browser_tests/fixtures/components/WidgetSelectDropdown.ts

@@ -0,0 +1,12 @@
+import type { Locator } from '@playwright/test'
+
+export class WidgetSelectDropdownFixture {
+  public readonly selection: Locator
+
+  constructor(public readonly root: Locator) {
+    this.selection = root.locator('button span span')
+  }
+  async selectedItem(): Promise<string> {
+    return await this.selection.innerText()
+  }
+}

browser_tests/fixtures/helpers/AppModeHelper.ts

@@ -9,13 +9,15 @@ import { BuilderFooterHelper } from '@e2e/fixtures/helpers/BuilderFooterHelper'
 import { BuilderSaveAsHelper } from '@e2e/fixtures/helpers/BuilderSaveAsHelper'
 import { BuilderSelectHelper } from '@e2e/fixtures/helpers/BuilderSelectHelper'
 import { BuilderStepsHelper } from '@e2e/fixtures/helpers/BuilderStepsHelper'
+import { MobileAppHelper } from '@e2e/fixtures/helpers/MobileAppHelper'
 
 export class AppModeHelper {
-  readonly steps: BuilderStepsHelper
   readonly footer: BuilderFooterHelper
+  readonly mobile: MobileAppHelper
   readonly saveAs: BuilderSaveAsHelper
   readonly select: BuilderSelectHelper
   readonly outputHistory: OutputHistoryComponent
+  readonly steps: BuilderStepsHelper
   readonly widgets: AppModeWidgetHelper
 
   /** The "Connect an output" popover shown when saving without outputs. */
@@ -60,13 +62,16 @@ export class AppModeHelper {
   public readonly vueNodeSwitchDismissButton: Locator
   /** The "Don't show again" checkbox inside the Vue Node switch popup. */
   public readonly vueNodeSwitchDontShowAgainCheckbox: Locator
+  /** The main content area where outputs are displayed*/
+  public readonly centerPanel: Locator
 
   constructor(private readonly comfyPage: ComfyPage) {
-    this.steps = new BuilderStepsHelper(comfyPage)
+    this.mobile = new MobileAppHelper(comfyPage)
     this.footer = new BuilderFooterHelper(comfyPage)
     this.saveAs = new BuilderSaveAsHelper(comfyPage)
     this.select = new BuilderSelectHelper(comfyPage)
     this.outputHistory = new OutputHistoryComponent(comfyPage.page)
+    this.steps = new BuilderStepsHelper(comfyPage)
     this.widgets = new AppModeWidgetHelper(comfyPage)
 
     this.connectOutputPopover = this.page.getByTestId(
@@ -125,6 +130,7 @@ export class AppModeHelper {
     this.vueNodeSwitchDontShowAgainCheckbox = this.page.getByTestId(
       TestIds.appMode.vueNodeSwitchDontShowAgain
     )
+    this.centerPanel = this.page.getByTestId(TestIds.linear.centerPanel)
   }
 
   private get page(): Page {

browser_tests/fixtures/helpers/BuilderSelectHelper.ts

@@ -127,9 +127,7 @@ export class BuilderSelectHelper {
     await popoverTrigger.click()
     await this.page.getByText('Rename', { exact: true }).click()
 
-    const dialogInput = this.page.locator(
-      '.p-dialog-content input[type="text"]'
-    )
+    const dialogInput = this.page.getByRole('dialog').getByRole('textbox')
     await dialogInput.fill(newName)
     await this.page.keyboard.press('Enter')
     await dialogInput.waitFor({ state: 'hidden' })

browser_tests/fixtures/helpers/ClipboardHelper.ts

@@ -6,71 +6,6 @@ import type { Locator, Page } from '@playwright/test'
 import type { KeyboardHelper } from '@e2e/fixtures/helpers/KeyboardHelper'
 import { getMimeType } from '@e2e/fixtures/utils/mimeTypeUtil'
 
-function readFilePayload(filePath: string) {
-  const buffer = readFileSync(filePath)
-  const bufferArray = [...new Uint8Array(buffer)]
-  const fileName = basename(filePath)
-  const fileType = getMimeType(fileName)
-
-  return { bufferArray, fileName, fileType }
-}
-
-async function dispatchFilePaste(
-  page: Page,
-  payload: ReturnType<typeof readFilePayload>
-): Promise<void> {
-  await page.evaluate(({ bufferArray, fileName, fileType }) => {
-    const file = new File([new Uint8Array(bufferArray)], fileName, {
-      type: fileType
-    })
-    const dataTransfer = new DataTransfer()
-    dataTransfer.items.add(file)
-
-    const target = document.activeElement ?? document
-    target.dispatchEvent(
-      new ClipboardEvent('paste', {
-        clipboardData: dataTransfer,
-        bubbles: true,
-        cancelable: true
-      })
-    )
-  }, payload)
-}
-
-async function interceptNextFilePaste(
-  page: Page,
-  payload: ReturnType<typeof readFilePayload>
-): Promise<void> {
-  await page.evaluate(({ bufferArray, fileName, fileType }) => {
-    document.addEventListener(
-      'paste',
-      (e: ClipboardEvent) => {
-        e.preventDefault()
-        e.stopImmediatePropagation()
-
-        const file = new File([new Uint8Array(bufferArray)], fileName, {
-          type: fileType
-        })
-        const dataTransfer = new DataTransfer()
-        dataTransfer.items.add(file)
-
-        document.dispatchEvent(
-          new ClipboardEvent('paste', {
-            clipboardData: dataTransfer,
-            bubbles: true,
-            cancelable: true
-          })
-        )
-      },
-      { capture: true, once: true }
-    )
-  }, payload)
-}
-
-type PasteFileOptions = {
-  mode?: 'keyboard' | 'direct'
-}
-
 export class ClipboardHelper {
   constructor(
     private readonly keyboard: KeyboardHelper,
@@ -85,20 +20,43 @@ export class ClipboardHelper {
     await this.keyboard.ctrlSend('KeyV', locator ?? null)
   }
 
-  async pasteFile(
-    filePath: string,
-    { mode = 'keyboard' }: PasteFileOptions = {}
-  ): Promise<void> {
-    const payload = readFilePayload(filePath)
+  async pasteFile(filePath: string): Promise<void> {
+    const buffer = readFileSync(filePath)
+    const bufferArray = [...new Uint8Array(buffer)]
+    const fileName = basename(filePath)
+    const fileType = getMimeType(fileName)
 
-    if (mode === 'keyboard') {
-      await interceptNextFilePaste(this.page, payload)
-      await this.paste()
-      return
-    }
+    // Register a one-time capturing-phase listener that intercepts the next
+    // paste event and injects file data onto clipboardData.
+    await this.page.evaluate(
+      ({ bufferArray, fileName, fileType }) => {
+        document.addEventListener(
+          'paste',
+          (e: ClipboardEvent) => {
+            e.preventDefault()
+            e.stopImmediatePropagation()
 
-    // Browser clipboard APIs cannot reliably seed arbitrary files in tests.
-    // Dispatch the app-level paste event with file clipboardData directly.
-    await dispatchFilePaste(this.page, payload)
+            const file = new File([new Uint8Array(bufferArray)], fileName, {
+              type: fileType
+            })
+            const dataTransfer = new DataTransfer()
+            dataTransfer.items.add(file)
+
+            const syntheticEvent = new ClipboardEvent('paste', {
+              clipboardData: dataTransfer,
+              bubbles: true,
+              cancelable: true
+            })
+            document.dispatchEvent(syntheticEvent)
+          },
+          { capture: true, once: true }
+        )
+      },
+      { bufferArray, fileName, fileType }
+    )
+
+    // Trigger a real Ctrl+V keystroke — the capturing listener above will
+    // intercept it and re-dispatch with file data attached.
+    await this.paste()
   }
 }

browser_tests/fixtures/helpers/DragDropHelper.ts

@@ -1,4 +1,5 @@
 import { readFileSync } from 'fs'
+import { basename } from 'path'
 
 import type { Page } from '@playwright/test'
 
@@ -13,6 +14,7 @@ export class DragDropHelper {
   async dragAndDropExternalResource(
     options: {
       fileName?: string
+      filePath?: string
       url?: string
       dropPosition?: Position
       waitForUpload?: boolean
@@ -22,13 +24,14 @@ export class DragDropHelper {
     const {
       dropPosition = { x: 100, y: 100 },
       fileName,
+      filePath,
       url,
       waitForUpload = false,
       preserveNativePropagation = false
     } = options
 
-    if (!fileName && !url)
-      throw new Error('Must provide either fileName or url')
+    if (!fileName && !filePath && !url)
+      throw new Error('Must provide fileName, filePath, or url')
 
     const evaluateParams: {
       dropPosition: Position
@@ -39,12 +42,22 @@ export class DragDropHelper {
       preserveNativePropagation: boolean
     } = { dropPosition, preserveNativePropagation }
 
-    if (fileName) {
-      const filePath = assetPath(fileName)
-      const buffer = readFileSync(filePath)
+    if (fileName || filePath) {
+      const resolvedPath = filePath ?? assetPath(fileName!)
+      const displayName = fileName ?? basename(resolvedPath)
+      let buffer: Buffer
+      try {
+        buffer = readFileSync(resolvedPath)
+      } catch (error) {
+        const reason = error instanceof Error ? error.message : String(error)
+        throw new Error(
+          `Failed to read drag-and-drop fixture at "${resolvedPath}": ${reason}`,
+          { cause: error }
+        )
+      }
 
-      evaluateParams.fileName = fileName
-      evaluateParams.fileType = getMimeType(fileName)
+      evaluateParams.fileName = displayName
+      evaluateParams.fileType = getMimeType(displayName)
       evaluateParams.buffer = [...new Uint8Array(buffer)]
     }
 
@@ -148,6 +161,13 @@ export class DragDropHelper {
     return this.dragAndDropExternalResource({ fileName, ...options })
   }
 
+  async dragAndDropFilePath(
+    filePath: string,
+    options: { dropPosition?: Position; waitForUpload?: boolean } = {}
+  ): Promise<void> {
+    return this.dragAndDropExternalResource({ filePath, ...options })
+  }
+
   async dragAndDropURL(
     url: string,
     options: {

browser_tests/fixtures/helpers/ExecutionHelper.ts

@@ -1,6 +1,10 @@
 import type { WebSocketRoute } from '@playwright/test'
 
-import type { NodeError, PromptResponse } from '@/schemas/apiSchema'
+import type {
+  NodeError,
+  NodeProgressState,
+  PromptResponse
+} from '@/schemas/apiSchema'
 import type { RawJobListItem } from '@/platform/remote/comfyui/jobs/jobTypes'
 import type { ComfyPage } from '@e2e/fixtures/ComfyPage'
 import { createMockJob } from '@e2e/fixtures/helpers/AssetsHelper'
@@ -230,6 +234,16 @@ export class ExecutionHelper {
     )
   }
 
+  /** Send `progress_state` WS event with per-node execution state. */
+  progressState(jobId: string, nodes: Record<string, NodeProgressState>): void {
+    this.requireWs().send(
+      JSON.stringify({
+        type: 'progress_state',
+        data: { prompt_id: jobId, nodes }
+      })
+    )
+  }
+
   /**
    * Complete a job by adding it to mock history, sending execution_success,
    * and triggering a history refresh via a status event.

browser_tests/fixtures/helpers/LogsTerminalHelper.ts

@@ -1,26 +1,19 @@
-import { test as base, expect } from '@playwright/test'
-import type { Page, Route, WebSocketRoute } from '@playwright/test'
+import { test as base } from '@playwright/test'
+import type { Page, Route } from '@playwright/test'
 
 import type { LogsRawResponse } from '@/schemas/apiSchema'
 
-const RAW_LOGS_URL = '**/internal/logs/raw**'
-const SUBSCRIBE_LOGS_URL = '**/internal/logs/subscribe**'
-
 export class LogsTerminalHelper {
   constructor(private readonly page: Page) {}
 
-  async mockRawLogs(messages: string[]): Promise<() => number> {
-    let count = 0
-    await this.page.unroute(RAW_LOGS_URL)
-    await this.page.route(RAW_LOGS_URL, async (route: Route) => {
-      count += 1
-      await route.fulfill({
+  async mockRawLogs(messages: string[]) {
+    await this.page.route('**/internal/logs/raw**', (route: Route) =>
+      route.fulfill({
         status: 200,
         contentType: 'application/json',
         body: JSON.stringify(LogsTerminalHelper.buildRawLogsResponse(messages))
       })
-    })
-    return () => count
+    )
   }
 
   async mockRawLogsPending(messages: string[] = []): Promise<() => void> {
@@ -28,8 +21,7 @@ export class LogsTerminalHelper {
     const pending = new Promise<void>((r) => {
       resolve = r
     })
-    await this.page.unroute(RAW_LOGS_URL)
-    await this.page.route(RAW_LOGS_URL, async (route: Route) => {
+    await this.page.route('**/internal/logs/raw**', async (route: Route) => {
       await pending
       await route.fulfill({
         status: 200,
@@ -41,39 +33,15 @@ export class LogsTerminalHelper {
   }
 
   async mockRawLogsError() {
-    await this.page.unroute(RAW_LOGS_URL)
-    await this.page.route(RAW_LOGS_URL, (route: Route) =>
+    await this.page.route('**/internal/logs/raw**', (route: Route) =>
       route.fulfill({ status: 500, body: 'Internal Server Error' })
     )
   }
 
-  async mockSubscribeLogs(): Promise<() => number> {
-    let count = 0
-    await this.page.unroute(SUBSCRIBE_LOGS_URL)
-    await this.page.route(SUBSCRIBE_LOGS_URL, async (route: Route) => {
-      count += 1
-      await route.fulfill({ status: 200, body: '' })
-    })
-    return () => count
-  }
-
-  /**
-   * Force the frontend to reconnect by closing the proxied WebSocket. The
-   * api layer reschedules a fresh `WebSocket(...)`, the routeWebSocket
-   * handler fires again, and on `open` with `isReconnect=true` it dispatches
-   * `'reconnected'`, which triggers the logs-terminal resync.
-   *
-   * Use the resync's `subscribeLogs(true)` HTTP call as the sync point — by
-   * the time the count goes up, the new socket is open and resync has
-   * completed enough to assert against the terminal.
-   */
-  async triggerReconnect(
-    ws: WebSocketRoute,
-    subscribeFetches: () => number
-  ): Promise<void> {
-    const before = subscribeFetches()
-    await ws.close()
-    await expect.poll(subscribeFetches).toBeGreaterThan(before)
+  async mockSubscribeLogs() {
+    await this.page.route('**/internal/logs/subscribe**', (route: Route) =>
+      route.fulfill({ status: 200, body: '' })
+    )
   }
 
   static buildWsLogFrame(messages: string[]): string {

browser_tests/fixtures/helpers/MobileAppHelper.ts

@@ -0,0 +1,33 @@
+import type { Locator, Page } from '@playwright/test'
+
+import type { ComfyPage } from '@e2e/fixtures/ComfyPage'
+import { TestIds } from '@e2e/fixtures/selectors'
+
+export class MobileAppHelper {
+  private readonly page: Page
+  readonly contentPanel: Locator
+  readonly navigation: Locator
+  readonly navigationTabs: Locator
+  readonly view: Locator
+  readonly workflows: Locator
+
+  constructor(comfyPage: ComfyPage) {
+    this.page = comfyPage.page
+    this.view = this.page.getByTestId(TestIds.linear.mobile)
+    this.contentPanel = this.page.getByRole('tabpanel')
+    this.navigation = this.page.getByRole('tablist').filter({ hasText: 'Run' })
+    this.navigationTabs = this.navigation.getByRole('tab')
+    this.workflows = this.view.getByTestId(TestIds.linear.mobileWorkflows)
+  }
+
+  async switchWorkflow(workflowName: string) {
+    await this.workflows.click()
+    await this.page.getByRole('menu').getByText(workflowName).click()
+  }
+  async navigateTab(name: 'run' | 'outputs' | 'assets') {
+    await this.navigation.getByRole('tab', { name }).click()
+  }
+  async tap(locator: Locator, { count = 1 }: { count?: number } = {}) {
+    for (let i = 0; i < count; i++) await locator.tap()
+  }
+}

browser_tests/fixtures/helpers/NodeOperationsHelper.ts

@@ -18,9 +18,7 @@ export class NodeOperationsHelper {
   public readonly promptDialogInput: Locator
 
   constructor(private comfyPage: ComfyPage) {
-    this.promptDialogInput = this.page.locator(
-      '.p-dialog-content input[type="text"]'
-    )
+    this.promptDialogInput = this.page.getByRole('dialog').getByRole('textbox')
   }
 
   private get page() {

browser_tests/fixtures/helpers/SubgraphHelper.ts

@@ -362,6 +362,9 @@ export class SubgraphHelper {
 
     await this.comfyPage.nextFrame()
     await expect.poll(async () => this.isInSubgraph()).toBe(false)
+    if (this.comfyPage.isVueNodes) {
+      await this.comfyPage.vueNodes.waitForNodes()
+    }
   }
 
   async countGraphPseudoPreviewEntries(): Promise<number> {

browser_tests/fixtures/selectors.ts

@@ -8,7 +8,6 @@ export const TestIds = {
     toolbar: 'side-toolbar',
     nodeLibrary: 'node-library-tree',
     nodeLibrarySearch: 'node-library-search',
-    nodePreviewCard: 'node-preview-card',
     workflows: 'workflows-sidebar',
     modeToggle: 'mode-toggle'
   },
@@ -76,15 +75,7 @@ export const TestIds = {
     publishTabPanel: 'publish-tab-panel',
     apiSignin: 'api-signin-dialog',
     updatePassword: 'update-password-dialog',
-    cloudNotification: 'cloud-notification-dialog',
-    openSharedWorkflow: 'open-shared-workflow-dialog',
-    openSharedWorkflowTitle: 'open-shared-workflow-title',
-    openSharedWorkflowClose: 'open-shared-workflow-close',
-    openSharedWorkflowErrorClose: 'open-shared-workflow-error-close',
-    openSharedWorkflowCancel: 'open-shared-workflow-cancel',
-    openSharedWorkflowOpenWithoutImporting:
-      'open-shared-workflow-open-without-importing',
-    openSharedWorkflowConfirm: 'open-shared-workflow-confirm'
+    cloudNotification: 'cloud-notification-dialog'
   },
   keybindings: {
     presetMenu: 'keybinding-preset-menu'
@@ -153,6 +144,14 @@ export const TestIds = {
     domWidgetTextarea: 'dom-widget-textarea',
     subgraphEnterButton: 'subgraph-enter-button'
   },
+  linear: {
+    centerPanel: 'linear-center-panel',
+    mobile: 'linear-mobile',
+    mobileNavigation: 'linear-mobile-navigation',
+    mobileWorkflows: 'linear-mobile-workflows',
+    outputInfo: 'linear-output-info',
+    widgetContainer: 'linear-widgets'
+  },
   builder: {
     footerNav: 'builder-footer-nav',
     saveButton: 'builder-save-button',

browser_tests/fixtures/sharedWorkflowImportFixture.ts

@@ -1,250 +0,0 @@
-import { test as base } from '@playwright/test'
-import type { Page } from '@playwright/test'
-import type {
-  Asset,
-  ImportPublishedAssetsRequest,
-  ListAssetsResponse
-} from '@comfyorg/ingest-types'
-import type { z } from 'zod'
-
-import type { zSharedWorkflowResponse } from '@/platform/workflow/sharing/schemas/shareSchemas'
-import type { AssetInfo } from '@/schemas/apiSchema'
-
-type SharedWorkflowResponse = z.input<typeof zSharedWorkflowResponse>
-
-export const sharedWorkflowImportScenario = {
-  shareId: 'shared-missing-media-e2e',
-  workflowId: 'shared-missing-media-workflow',
-  publishedAssetId: 'published-input-asset-1',
-  inputFileName: 'shared_imported_image.png'
-} as const
-
-export type SharedWorkflowRequestEvent =
-  | 'import'
-  | 'input-assets-including-public-before-import'
-  | 'input-assets-including-public-after-import'
-
-export interface SharedWorkflowImportMocks {
-  resetAndStartRecording: () => void
-  getImportBody: () => ImportPublishedAssetsRequest | undefined
-  getRequestEvents: () => SharedWorkflowRequestEvent[]
-  waitForPublicInclusiveInputAssetResponseAfterImport: () => Promise<void>
-}
-
-const defaultInputFileName = '00000000000000000000000Aexample.png'
-
-const sharedWorkflowAsset: AssetInfo = {
-  id: sharedWorkflowImportScenario.publishedAssetId,
-  name: sharedWorkflowImportScenario.inputFileName,
-  preview_url: '',
-  storage_url: '',
-  model: false,
-  public: false,
-  in_library: false
-}
-
-const defaultInputAsset: Asset = {
-  id: 'default-input-asset',
-  name: defaultInputFileName,
-  asset_hash: defaultInputFileName,
-  size: 1_024,
-  mime_type: 'image/png',
-  tags: ['input'],
-  created_at: '2026-05-01T00:00:00Z',
-  updated_at: '2026-05-01T00:00:00Z',
-  last_access_time: '2026-05-01T00:00:00Z'
-}
-
-const importedInputAsset: Asset = {
-  id: 'imported-input-asset',
-  name: sharedWorkflowImportScenario.inputFileName,
-  asset_hash: sharedWorkflowImportScenario.inputFileName,
-  size: 1_024,
-  mime_type: 'image/png',
-  tags: ['input'],
-  created_at: '2026-05-01T00:00:00Z',
-  updated_at: '2026-05-01T00:00:00Z',
-  last_access_time: '2026-05-01T00:00:00Z'
-}
-
-const sharedWorkflowResponse: SharedWorkflowResponse = {
-  share_id: sharedWorkflowImportScenario.shareId,
-  workflow_id: sharedWorkflowImportScenario.workflowId,
-  name: 'Shared Missing Media Workflow',
-  listed: true,
-  publish_time: '2026-05-01T00:00:00Z',
-  workflow_json: {
-    version: 0.4,
-    last_node_id: 10,
-    last_link_id: 0,
-    nodes: [
-      {
-        id: 10,
-        type: 'LoadImage',
-        pos: [50, 200],
-        size: [315, 314],
-        flags: {},
-        order: 0,
-        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: [sharedWorkflowImportScenario.inputFileName, 'image']
-      }
-    ],
-    links: [],
-    groups: [],
-    config: {},
-    extra: {
-      ds: {
-        offset: [0, 0],
-        scale: 1
-      }
-    }
-  },
-  assets: [sharedWorkflowAsset]
-}
-
-export const sharedWorkflowImportFixture = base.extend<{
-  sharedWorkflowImportMocks: SharedWorkflowImportMocks
-}>({
-  sharedWorkflowImportMocks: async ({ page }, use) => {
-    const mocks = await mockSharedWorkflowImportFlow(page)
-    await use(mocks)
-  }
-})
-
-async function mockSharedWorkflowImportFlow(
-  page: Page
-): Promise<SharedWorkflowImportMocks> {
-  let isRecording = false
-  let importEndpointCalled = false
-  let importBody: ImportPublishedAssetsRequest | undefined
-  let resolvePublicInclusiveInputAssetResponseAfterImport: () => void = () => {}
-  let publicInclusiveInputAssetResponseAfterImport = new Promise<void>(
-    (resolve) => {
-      resolvePublicInclusiveInputAssetResponseAfterImport = resolve
-    }
-  )
-  const requestEvents: SharedWorkflowRequestEvent[] = []
-
-  function resetPublicInclusiveInputAssetResponseWaiter() {
-    publicInclusiveInputAssetResponseAfterImport = new Promise<void>(
-      (resolve) => {
-        resolvePublicInclusiveInputAssetResponseAfterImport = resolve
-      }
-    )
-  }
-
-  function recordRequestEvent(event: SharedWorkflowRequestEvent) {
-    if (isRecording) requestEvents.push(event)
-  }
-
-  await page.route(
-    `**/workflows/published/${sharedWorkflowImportScenario.shareId}`,
-    async (route) => {
-      await route.fulfill({
-        status: 200,
-        contentType: 'application/json',
-        body: JSON.stringify(sharedWorkflowResponse)
-      })
-    }
-  )
-
-  await page.route('**/api/assets/import', async (route) => {
-    recordRequestEvent('import')
-    importBody = route.request().postDataJSON() as ImportPublishedAssetsRequest
-    importEndpointCalled = true
-
-    await route.fulfill({
-      status: 200,
-      contentType: 'application/json',
-      body: JSON.stringify({})
-    })
-  })
-
-  // Excludes `/api/assets/import` so the specific route above
-  // remains isolated from the general asset listing mock.
-  await page.route(/\/api\/assets(?=\?|$)/, async (route) => {
-    const url = new URL(route.request().url())
-    const includeTags = getTagParam(url, 'include_tags')
-    const isInputAssetRequest = includeTags.includes('input')
-    const includesPublicAssets =
-      url.searchParams.get('include_public') === 'true'
-    const isPublicInclusiveInputAssetRequest =
-      isInputAssetRequest && includesPublicAssets
-    const isAfterImportPublicInclusiveInputAssetRequest =
-      isPublicInclusiveInputAssetRequest && importEndpointCalled
-
-    if (isPublicInclusiveInputAssetRequest) {
-      recordRequestEvent(
-        importEndpointCalled
-          ? 'input-assets-including-public-after-import'
-          : 'input-assets-including-public-before-import'
-      )
-    }
-
-    const allAssets = [
-      defaultInputAsset,
-      ...(importEndpointCalled ? [importedInputAsset] : [])
-    ]
-    const assets = includeTags.length
-      ? allAssets.filter((asset) =>
-          includeTags.every((tag) => asset.tags?.includes(tag))
-        )
-      : allAssets
-
-    const response: ListAssetsResponse = {
-      assets,
-      total: assets.length,
-      has_more: false
-    }
-
-    await route.fulfill({
-      status: 200,
-      contentType: 'application/json',
-      body: JSON.stringify(response)
-    })
-
-    if (isAfterImportPublicInclusiveInputAssetRequest) {
-      resolvePublicInclusiveInputAssetResponseAfterImport()
-    }
-  })
-
-  return {
-    resetAndStartRecording: () => {
-      isRecording = true
-      importEndpointCalled = false
-      importBody = undefined
-      requestEvents.length = 0
-      resetPublicInclusiveInputAssetResponseWaiter()
-    },
-    getImportBody: () => importBody,
-    getRequestEvents: () => [...requestEvents],
-    waitForPublicInclusiveInputAssetResponseAfterImport: () =>
-      publicInclusiveInputAssetResponseAfterImport
-  }
-}
-
-function getTagParam(url: URL, key: string): string[] {
-  return (
-    url.searchParams
-      .get(key)
-      ?.split(',')
-      .map((tag) => tag.trim())
-      .filter(Boolean) ?? []
-  )
-}

browser_tests/fixtures/utils/mimeTypeUtil.ts

@@ -7,6 +7,9 @@ export function getMimeType(fileName: string): string {
   if (name.endsWith('.avif')) return 'image/avif'
   if (name.endsWith('.webm')) return 'video/webm'
   if (name.endsWith('.mp4')) return 'video/mp4'
+  if (name.endsWith('.mp3')) return 'audio/mpeg'
+  if (name.endsWith('.flac')) return 'audio/flac'
+  if (name.endsWith('.ogg') || name.endsWith('.opus')) return 'audio/ogg'
   if (name.endsWith('.json')) return 'application/json'
   if (name.endsWith('.glb')) return 'model/gltf-binary'
   return 'application/octet-stream'

browser_tests/fixtures/utils/paths.ts

@@ -1,3 +1,7 @@
 export function assetPath(fileName: string): string {
   return `./browser_tests/assets/${fileName}`
 }
+
+export function metadataFixturePath(fileName: string): string {
+  return `./src/scripts/metadata/__fixtures__/${fileName}`
+}

browser_tests/fixtures/utils/selectionToolboxMoreOptions.ts

@@ -1,28 +0,0 @@
-import { expect } from '@playwright/test'
-
-import type { ComfyPage } from '@e2e/fixtures/ComfyPage'
-
-export async function openMoreOptionsMenu(
-  comfyPage: ComfyPage,
-  nodeTitle: string
-) {
-  const nodes = await comfyPage.nodeOps.getNodeRefsByTitle(nodeTitle)
-  if (nodes.length === 0) {
-    throw new Error(`No "${nodeTitle}" nodes found`)
-  }
-
-  await nodes[0].centerOnNode()
-  await nodes[0].click('title')
-
-  await expect(comfyPage.page.locator('.selection-toolbox')).toBeVisible()
-
-  const moreOptionsBtn = comfyPage.page.getByTestId('more-options-button')
-  await expect(moreOptionsBtn).toBeVisible()
-  await moreOptionsBtn.click()
-  await comfyPage.nextFrame()
-
-  const menu = comfyPage.page.locator('.p-contextmenu')
-  await expect(menu).toBeVisible()
-
-  return menu
-}

browser_tests/fixtures/utils/vueNodeFixtures.ts

@@ -13,6 +13,8 @@ export class VueNodeFixture {
   public readonly collapseButton: Locator
   public readonly collapseIcon: Locator
   public readonly root: Locator
+  public readonly widgets: Locator
+  public readonly imagePreview: Locator
 
   constructor(private readonly locator: Locator) {
     this.header = locator.locator('[data-testid^="node-header-"]')
@@ -23,6 +25,8 @@ export class VueNodeFixture {
     this.collapseButton = locator.getByTestId('node-collapse-button')
     this.collapseIcon = this.collapseButton.locator('i')
     this.root = locator
+    this.widgets = this.locator.locator('.lg-node-widget')
+    this.imagePreview = locator.locator('.image-preview')
   }
 
   async getTitle(): Promise<string> {
@@ -39,6 +43,16 @@ export class VueNodeFixture {
     await this.collapseButton.click()
   }
 
+  /**
+   * Select this node and delete it via the Delete key, waiting for the node
+   * element to leave the DOM before resolving.
+   */
+  async delete(): Promise<void> {
+    await this.header.click()
+    await this.header.press('Delete')
+    await this.locator.waitFor({ state: 'hidden' })
+  }
+
   async getCollapseIconClass(): Promise<string> {
     return (await this.collapseIcon.getAttribute('class')) ?? ''
   }

browser_tests/tests/appMode.spec.ts

@@ -0,0 +1,154 @@
+import {
+  comfyPageFixture as test,
+  comfyExpect as expect
+} from '@e2e/fixtures/ComfyPage'
+import { WidgetSelectDropdownFixture } from '@e2e/fixtures/components/WidgetSelectDropdown'
+
+test.describe('App mode usage', () => {
+  test('Drag and Drop', async ({ comfyPage, comfyFiles }) => {
+    await comfyPage.settings.setSetting('Comfy.VueNodes.Enabled', true)
+    await comfyPage.settings.setSetting(
+      'Comfy.NodeSearchBoxImpl',
+      'v1 (legacy)'
+    )
+    const { centerPanel } = comfyPage.appMode
+    await comfyPage.appMode.enterAppModeWithInputs([['3', 'seed']])
+    await expect(centerPanel, 'Enter app mode').toBeVisible()
+
+    //an app without an image input will load the workflow
+    await test.step('App without an image input loads workflow', async () => {
+      await comfyPage.dragDrop.dragAndDropFile('workflowInMedia/workflow.webp')
+      await expect(centerPanel).toBeHidden()
+    })
+
+    //prep a load image
+    await test.step('Add a load image node', async () => {
+      await comfyPage.workflow.loadWorkflow('default')
+      await comfyPage.page.mouse.dblclick(200, 200, { delay: 5 })
+      await comfyPage.searchBox.fillAndSelectFirstNode('Load Image')
+      const loadImage = await comfyPage.vueNodes.getNodeLocator('10')
+      await expect(loadImage).toBeVisible()
+    })
+
+    const imageInput = new WidgetSelectDropdownFixture(
+      comfyPage.appMode.linearWidgets.locator('.lg-node-widget')
+    )
+
+    await test.step('Enter app mode with image input', async () => {
+      await comfyPage.appMode.enterAppModeWithInputs([['10', 'image']])
+      await expect(centerPanel).toBeVisible()
+
+      await expect(imageInput.root).toBeVisible()
+    })
+
+    await test.step('Dragging an image redirects to image input', async () => {
+      const initialImage = await imageInput.selectedItem()
+
+      await comfyPage.dragDrop.dragAndDropExternalResource({
+        fileName: 'workflow.webp',
+        filePath: './browser_tests/assets/workflowInMedia/workflow.webp',
+        preserveNativePropagation: true
+      })
+      comfyFiles.deleteAfterTest({ filename: 'workflow.webp', type: 'input' })
+
+      await expect(imageInput.selection).not.toHaveText(initialImage)
+      await expect(
+        centerPanel,
+        'A file with workflow should not open a new workflow'
+      ).toBeVisible()
+    })
+
+    await test.step('Dragging a url redirects to image input', async () => {
+      const secondImage = await imageInput.selectedItem()
+      await comfyPage.dragDrop.dragAndDropURL('/assets/images/og-image.png', {
+        preserveNativePropagation: true
+      })
+      comfyFiles.deleteAfterTest({
+        filename: 'og-image.png',
+        type: 'input'
+      })
+      await expect(imageInput.selection).not.toHaveText(secondImage)
+    })
+  })
+
+  test('Widget Interaction', async ({ comfyPage }) => {
+    await comfyPage.appMode.enterAppModeWithInputs([
+      ['3', 'seed'],
+      ['3', 'sampler_name'],
+      ['6', 'text']
+    ])
+    const seed = comfyPage.appMode.linearWidgets.getByLabel('seed', {
+      exact: true
+    })
+    const { input, incrementButton, decrementButton } =
+      comfyPage.vueNodes.getInputNumberControls(seed)
+    const initialValue = Number(await input.inputValue())
+
+    await seed.dragTo(incrementButton, { steps: 5 })
+    const intermediateValue = Number(await input.inputValue())
+    expect(intermediateValue).toBeGreaterThan(initialValue)
+
+    await seed.dragTo(decrementButton, { steps: 5 })
+    const endValue = Number(await input.inputValue())
+    expect(endValue).toBeLessThan(intermediateValue)
+
+    const sampler = comfyPage.appMode.linearWidgets.getByLabel('sampler_name', {
+      exact: true
+    })
+    await sampler.click()
+
+    await comfyPage.page.getByRole('searchbox').fill('uni')
+    await comfyPage.page.keyboard.press('ArrowDown')
+    await comfyPage.page.keyboard.press('Enter')
+    await expect(sampler).toHaveText('uni_pc')
+
+    //verify values are consistent with litegraph
+  })
+
+  test.describe('Mobile', { tag: ['@mobile'] }, () => {
+    test('panel navigation', async ({ comfyPage }) => {
+      const { mobile } = comfyPage.appMode
+      await comfyPage.appMode.enterAppModeWithInputs([['3', 'steps']])
+      await expect(mobile.view).toBeVisible()
+      await expect(mobile.navigation).toBeVisible()
+
+      await mobile.navigateTab('assets')
+      await expect(mobile.contentPanel).toHaveAccessibleName('Assets')
+
+      const buttons = await mobile.navigationTabs.all()
+      await buttons[0].dragTo(buttons[2], { steps: 5 })
+      await expect(mobile.contentPanel).toHaveAccessibleName('Outputs')
+
+      await mobile.navigateTab('run')
+      await expect(comfyPage.appMode.linearWidgets).toBeInViewport({ ratio: 1 })
+
+      const steps = comfyPage.page.getByRole('spinbutton')
+      const initialValue = Number(await steps.inputValue())
+      await mobile.tap(
+        comfyPage.page.getByRole('button', { name: 'increment' }),
+        { count: 5 }
+      )
+      await expect(steps).toHaveValue(String(initialValue + 5))
+      await mobile.tap(
+        comfyPage.page.getByRole('button', { name: 'decrement' }),
+        { count: 3 }
+      )
+
+      await expect(steps).toHaveValue(String(initialValue + 2))
+    })
+
+    test('workflow selection', async ({ comfyPage }) => {
+      const widgetNames = ['seed', 'steps', 'denoise', 'cfg']
+      for (const name of widgetNames)
+        await comfyPage.appMode.enterAppModeWithInputs([['3', name]])
+      await expect(comfyPage.appMode.mobile.workflows).toBeVisible()
+
+      const widgets = comfyPage.appMode.linearWidgets
+      await comfyPage.appMode.mobile.navigateTab('run')
+      for (let i = 0; i < widgetNames.length; i++) {
+        await comfyPage.appMode.mobile.switchWorkflow(`(${i + 2})`)
+        await expect(widgets.getByText(widgetNames[i])).toBeVisible()
+      }
+    })
+  })
+})

browser_tests/tests/appModeBuilder.spec.ts

@@ -0,0 +1,121 @@
+import {
+  comfyPageFixture as test,
+  comfyExpect as expect
+} from '@e2e/fixtures/ComfyPage'
+
+test.describe('App mode builder selection', () => {
+  test.beforeEach(async ({ comfyPage }) => {
+    await comfyPage.appMode.enableLinearMode()
+  })
+
+  test('Can independently select inputs of same name', async ({
+    comfyPage
+  }) => {
+    await comfyPage.settings.setSetting('Comfy.VueNodes.Enabled', true)
+    const items = comfyPage.appMode.select.inputItems
+
+    await comfyPage.vueNodes.selectNodes(['6', '7'])
+    await comfyPage.command.executeCommand('Comfy.Graph.ConvertToSubgraph')
+
+    await comfyPage.appMode.enterBuilder()
+    await comfyPage.appMode.steps.goToInputs()
+    await expect(items).toHaveCount(0)
+
+    const prompts = comfyPage.vueNodes
+      .getNodeByTitle('New Subgraph')
+      .locator('.lg-node-widget')
+    const count = await prompts.count()
+    for (let i = 0; i < count; i++) {
+      await expect(prompts.nth(i)).toBeVisible()
+      await prompts.nth(i).click()
+      await expect(items).toHaveCount(i + 1)
+    }
+  })
+
+  test('Can select outputs', async ({ comfyPage }) => {
+    await comfyPage.appMode.enterBuilder()
+    await comfyPage.appMode.steps.goToOutputs()
+
+    await comfyPage.nodeOps
+      .getNodeRefById('9')
+      .then((ref) => ref.centerOnNode())
+    const saveImage = await comfyPage.vueNodes.getNodeLocator('9')
+    await saveImage.click()
+
+    const items = comfyPage.appMode.select.inputItems
+    await expect(items).toHaveCount(1)
+  })
+
+  test('Can not select nodes with errors or notes', async ({ comfyPage }) => {
+    //Manually set error state on checkpoint loader
+    //Shouldn't be needed on ci, but has spotty reliability
+    await comfyPage.page.evaluate(() => (graph!.nodes[6].has_errors = true))
+    await comfyPage.settings.setSetting('Comfy.VueNodes.Enabled', true)
+
+    const items = comfyPage.appMode.select.inputItems
+    await comfyPage.appMode.enterBuilder()
+    await comfyPage.appMode.steps.goToInputs()
+    await expect(items).toHaveCount(0)
+
+    await comfyPage.appMode.select.selectInputWidget(
+      'Load Checkpoint',
+      'ckpt_name'
+    )
+    await expect(items).toHaveCount(0)
+
+    await comfyPage.workflow.loadWorkflow('nodes/note_nodes')
+    await comfyPage.appMode.enterBuilder()
+    await comfyPage.appMode.steps.goToInputs()
+    await expect(items).toHaveCount(0)
+
+    await comfyPage.appMode.select.selectInputWidget('Note', 'text')
+    await comfyPage.appMode.select.selectInputWidget('Markdown Note', 'text')
+
+    await expect(items).toHaveCount(0)
+  })
+
+  test('Marks canvas readOnly', async ({ comfyPage }) => {
+    await comfyPage.settings.setSetting(
+      'Comfy.NodeSearchBoxImpl',
+      'v1 (legacy)'
+    )
+
+    await comfyPage.page.mouse.dblclick(100, 100, { delay: 5 })
+    await expect(
+      comfyPage.searchBox.input,
+      'Canvas is initially editable'
+    ).toHaveCount(1)
+    await comfyPage.page.keyboard.press('Escape')
+
+    await comfyPage.appMode.enterBuilder()
+    await comfyPage.appMode.steps.goToInputs()
+
+    await comfyPage.page.mouse.dblclick(100, 100, { delay: 5 })
+    await expect(
+      comfyPage.searchBox.input,
+      'Entering builder makes the canvas readonly'
+    ).toHaveCount(0)
+
+    await comfyPage.page.keyboard.press('Space')
+    await comfyPage.page.mouse.dblclick(100, 100, { delay: 5 })
+    await expect(
+      comfyPage.searchBox.input,
+      'Canvas remains readonly after pressing space'
+    ).toHaveCount(0)
+
+    const ksampler = await comfyPage.vueNodes.getFixtureByTitle('KSampler')
+    // oxlint-disable-next-line playwright/no-force-option -- Node container has conditional pointer-events:none that blocks actionability
+    await ksampler.header.dblclick({ force: true })
+    await expect(
+      ksampler.titleEditor.input,
+      'Double clicking node titles will not initiate a rename'
+    ).toBeHidden()
+
+    await comfyPage.page.keyboard.press('Escape')
+    await comfyPage.page.mouse.dblclick(100, 100, { delay: 5 })
+    await expect(
+      comfyPage.searchBox.input,
+      'Canvas is no longer readonly after exiting'
+    ).toHaveCount(1)
+  })
+})

browser_tests/tests/bottomPanelLogs.spec.ts

@@ -147,68 +147,5 @@ test.describe('Bottom Panel Logs', { tag: '@ui' }, () => {
       )
       await expect(comfyPage.bottomPanel.logs.terminalRoot).toBeHidden()
     })
-
-    test('resyncs the terminal when the WebSocket reconnects', async ({
-      comfyPage,
-      logsTerminal,
-      getWebSocket
-    }) => {
-      const subscribeFetches = await logsTerminal.mockSubscribeLogs()
-      const initialLine = 'pre-reboot log line'
-      const postRebootLineA = 'post-reboot line A'
-      const postRebootLineB = 'post-reboot line B'
-
-      await logsTerminal.mockRawLogs([initialLine])
-      await comfyPage.bottomPanel.toggleLogs()
-      await expect(comfyPage.bottomPanel.logs.terminalRoot).toContainText(
-        initialLine
-      )
-
-      // Swap the raw-logs mock so the next fetch returns the post-reboot view.
-      await logsTerminal.mockRawLogs([postRebootLineA, postRebootLineB])
-
-      const ws = await getWebSocket()
-      await logsTerminal.triggerReconnect(ws, subscribeFetches)
-
-      await expect(comfyPage.bottomPanel.logs.terminalRoot).toContainText(
-        postRebootLineA
-      )
-      await expect(comfyPage.bottomPanel.logs.terminalRoot).toContainText(
-        postRebootLineB
-      )
-      // reset() before write means the pre-reboot line must be gone.
-      await expect(comfyPage.bottomPanel.logs.terminalRoot).not.toContainText(
-        initialLine
-      )
-    })
-
-    test('resumes WebSocket log streaming after the reconnect', async ({
-      comfyPage,
-      logsTerminal,
-      getWebSocket
-    }) => {
-      const subscribeFetches = await logsTerminal.mockSubscribeLogs()
-      await logsTerminal.mockRawLogs(['initial'])
-      await comfyPage.bottomPanel.toggleLogs()
-      await expect(comfyPage.bottomPanel.logs.terminalRoot).toContainText(
-        'initial'
-      )
-
-      await logsTerminal.mockRawLogs(['after-reboot snapshot'])
-
-      const ws = await getWebSocket()
-      await logsTerminal.triggerReconnect(ws, subscribeFetches)
-
-      // The route handler fires again on the new connection; pull the latest
-      // WebSocketRoute and push a live frame to prove the 'logs' listener
-      // survived the reconnect.
-      const liveLine = 'live log emitted after the reconnect'
-      const newWs = await getWebSocket()
-      newWs.send(LogsTerminalHelper.buildWsLogFrame([liveLine]))
-
-      await expect(comfyPage.bottomPanel.logs.terminalRoot).toContainText(
-        liveLine
-      )
-    })
   })
 })

browser_tests/tests/defaultKeybindings.spec.ts

@@ -229,9 +229,9 @@ test.describe('Default Keybindings', { tag: '@keyboard' }, () => {
       // The dialog appearing proves the keybinding was intercepted by the app.
       await comfyPage.keyboard.press('Control+s')
 
-      // The Save As dialog should appear (p-dialog overlay)
-      const dialogOverlay = comfyPage.page.locator('.p-dialog-mask')
-      await expect(dialogOverlay).toBeVisible()
+      // The Save As dialog should appear
+      const saveDialog = comfyPage.page.getByRole('dialog')
+      await expect(saveDialog).toBeVisible()
 
       // Dismiss the dialog
       await comfyPage.keyboard.press('Escape')

browser_tests/tests/dialogs/publishDialog.spec.ts

@@ -16,9 +16,9 @@ async function saveAndOpenPublishDialog(
   workflowName: string
 ): Promise<void> {
   await comfyPage.menu.topbar.saveWorkflow(workflowName)
-  const overwriteDialog = comfyPage.page.locator(
-    '.p-dialog:has-text("Overwrite")'
-  )
+  const overwriteDialog = comfyPage.page
+    .getByRole('dialog')
+    .filter({ hasText: 'Overwrite' })
   // Bounded wait: point-in-time isVisible() can miss dialogs that open
   // slightly after saveWorkflow() resolves.
   try {

browser_tests/tests/i18nLocaleFallback.spec.ts

@@ -1,47 +0,0 @@
-import { expect } from '@playwright/test'
-
-import { comfyPageFixture as test } from '@e2e/fixtures/ComfyPage'
-
-// Regression test for https://github.com/Comfy-Org/ComfyUI_frontend/issues/10563
-//
-// Pins the end-to-end cascade through createI18n + coreSettings defaultValue +
-// GraphView watchEffect: when navigator.language base tag is unsupported (e.g.
-// 'de-DE') and Comfy.Locale is unset (fresh-install state), sidebar labels
-// must render translated strings, not literal i18n keys like
-// 'sideToolbar.labels.assets'.
-test.describe('i18n locale fallback', () => {
-  test.beforeEach(async ({ comfyPage }) => {
-    await comfyPage.page.addInitScript(() => {
-      Object.defineProperty(navigator, 'language', {
-        value: 'de-DE',
-        configurable: true
-      })
-      Object.defineProperty(navigator, 'languages', {
-        value: ['de-DE', 'de'],
-        configurable: true
-      })
-    })
-    // Default sidebar size on small viewports hides labels; force normal so
-    // .side-bar-button-label is rendered for the assertion.
-    await comfyPage.settings.setSetting('Comfy.Sidebar.Size', 'normal')
-    await comfyPage.page.reload()
-    await comfyPage.waitForAppReady()
-  })
-
-  test('sidebar labels render translated strings, not raw i18n keys', async ({
-    comfyPage
-  }) => {
-    const { page } = comfyPage
-    await page.setViewportSize({ width: 1920, height: 1080 })
-
-    const labelTexts = await page
-      .getByTestId('side-toolbar')
-      .locator('.side-bar-button-label')
-      .allTextContents()
-
-    expect(labelTexts.length).toBeGreaterThan(0)
-    for (const text of labelTexts) {
-      expect(text).not.toContain('sideToolbar.labels')
-    }
-  })
-})

browser_tests/tests/metadataWorkflowImport.spec.ts

@@ -0,0 +1,62 @@
+import {
+  comfyPageFixture as test,
+  comfyExpect as expect
+} from '@e2e/fixtures/ComfyPage'
+import { metadataFixturePath } from '@e2e/fixtures/utils/paths'
+
+type MetadataFixture = {
+  fileName: string
+  parser: string
+}
+
+// Each fixture embeds the same single-KSampler workflow (see
+// scripts/generate-embedded-metadata-test-files.py), exercising a different
+// parser in src/scripts/metadata/. Dropping the file should import that
+// workflow.
+const FIXTURES: readonly MetadataFixture[] = [
+  { fileName: 'with_metadata.png', parser: 'png' },
+  { fileName: 'with_metadata.avif', parser: 'avif' },
+  { fileName: 'with_metadata.webp', parser: 'webp' },
+  { fileName: 'with_metadata_exif_prefix.webp', parser: 'webp (exif prefix)' },
+  { fileName: 'with_metadata.flac', parser: 'flac' },
+  { fileName: 'with_metadata.mp3', parser: 'mp3' },
+  { fileName: 'with_metadata.opus', parser: 'ogg' },
+  { fileName: 'with_metadata.mp4', parser: 'isobmff' },
+  { fileName: 'with_metadata.webm', parser: 'ebml (webm)' }
+] as const
+
+test.describe(
+  'Metadata drop-to-load workflow import',
+  { tag: ['@workflow'] },
+  () => {
+    test.beforeEach(async ({ comfyPage }) => {
+      await comfyPage.nodeOps.clearGraph()
+      await expect.poll(() => comfyPage.nodeOps.getGraphNodesCount()).toBe(0)
+    })
+
+    for (const { fileName, parser } of FIXTURES) {
+      test(`loads embedded workflow from ${fileName} (${parser})`, async ({
+        comfyPage
+      }) => {
+        await test.step(`drop ${fileName} on canvas`, async () => {
+          await comfyPage.dragDrop.dragAndDropFilePath(
+            metadataFixturePath(fileName)
+          )
+        })
+
+        await test.step('graph contains only the embedded KSampler', async () => {
+          await expect
+            .poll(() => comfyPage.nodeOps.getGraphNodesCount())
+            .toBe(1)
+
+          const ksamplers =
+            await comfyPage.nodeOps.getNodeRefsByType('KSampler')
+          expect(
+            ksamplers,
+            'exactly one KSampler should have been loaded from the fixture'
+          ).toHaveLength(1)
+        })
+      })
+    }
+  }
+)

browser_tests/tests/nodeBadge.spec.ts

@@ -8,6 +8,9 @@ test.beforeEach(async ({ comfyPage }) => {
   await comfyPage.settings.setSetting('Comfy.UseNewMenu', 'Disabled')
 })
 
+const DEPRECATED_NODE_TYPE = 'ImageBatch'
+const API_NODE_TYPE = 'FluxProUltraImageNode'
+
 test.describe('Node Badge', { tag: ['@screenshot', '@smoke', '@node'] }, () => {
   test('Can add badge', async ({ comfyPage }) => {
     await comfyPage.page.evaluate(() => {
@@ -141,3 +144,73 @@ test.describe(
     })
   }
 )
+
+for (const vueEnabled of [false, true] as const) {
+  const renderer = vueEnabled ? 'vue' : 'classic'
+  const tag = vueEnabled
+    ? ['@vue-nodes', '@screenshot', '@node']
+    : ['@screenshot', '@node']
+
+  test.describe(`Node lifecycle badge (${renderer})`, { tag }, () => {
+    test.beforeEach(async ({ comfyPage }) => {
+      await comfyPage.settings.setSetting('Comfy.Graph.CanvasInfo', false)
+    })
+
+    for (const mode of [NodeBadgeMode.ShowAll, NodeBadgeMode.None] as const) {
+      test(`renders deprecated node with mode=${mode}`, async ({
+        comfyPage
+      }) => {
+        await comfyPage.settings.setSetting(
+          'Comfy.NodeBadge.NodeLifeCycleBadgeMode',
+          mode
+        )
+        await comfyPage.nodeOps.clearGraph()
+        await comfyPage.nodeOps.addNode(DEPRECATED_NODE_TYPE, undefined, {
+          x: 100,
+          y: 100
+        })
+        await comfyPage.canvasOps.resetView()
+        await expect(comfyPage.canvas).toHaveScreenshot(
+          `node-lifecycle-${mode}-${renderer}.png`
+        )
+      })
+    }
+  })
+
+  test.describe(`API pricing badge (${renderer})`, { tag }, () => {
+    test.beforeEach(async ({ comfyPage }) => {
+      await comfyPage.settings.setSetting('Comfy.Graph.CanvasInfo', false)
+      await comfyPage.page.evaluate((type) => {
+        const registered = window.LiteGraph!.registered_node_types[type] as {
+          nodeData?: { price_badge?: unknown }
+        }
+        if (!registered?.nodeData) throw new Error(`No nodeData for ${type}`)
+        registered.nodeData.price_badge = {
+          engine: 'jsonata',
+          expr: "{'type': 'text', 'text': '99.9 credits/Run'}",
+          depends_on: { widgets: [], inputs: [], input_groups: [] }
+        }
+      }, API_NODE_TYPE)
+    })
+
+    for (const enabled of [true, false] as const) {
+      test(`renders api node with showApiPricing=${enabled}`, async ({
+        comfyPage
+      }) => {
+        await comfyPage.settings.setSetting(
+          'Comfy.NodeBadge.ShowApiPricing',
+          enabled
+        )
+        await comfyPage.nodeOps.clearGraph()
+        await comfyPage.nodeOps.addNode(API_NODE_TYPE, undefined, {
+          x: 100,
+          y: 100
+        })
+        await comfyPage.canvasOps.resetView()
+        await expect(comfyPage.canvas).toHaveScreenshot(
+          `api-pricing-${enabled ? 'on' : 'off'}-${renderer}.png`
+        )
+      })
+    }
+  })
+}

browser_tests/tests/nodeContextMenuShapeSubmenu.spec.ts

@@ -1,65 +0,0 @@
-import { expect } from '@playwright/test'
-
-import type { ComfyPage } from '@e2e/fixtures/ComfyPage'
-import { comfyPageFixture as test } from '@e2e/fixtures/ComfyPage'
-import { openMoreOptionsMenu } from '@e2e/fixtures/utils/selectionToolboxMoreOptions'
-
-test.describe(
-  'Node context menu shape submenu (FE-570)',
-  { tag: '@ui' },
-  () => {
-    test.beforeEach(async ({ comfyPage }) => {
-      await comfyPage.settings.setSetting('Comfy.UseNewMenu', 'Top')
-      await comfyPage.settings.setSetting('Comfy.Canvas.SelectionToolbox', true)
-      await comfyPage.workflow.loadWorkflow('nodes/single_ksampler')
-    })
-
-    async function expectShapePopoverVisible(comfyPage: ComfyPage) {
-      const popover = comfyPage.page
-        .locator('.p-popover')
-        .filter({ hasText: 'Default' })
-      await expect(popover).toBeVisible()
-      await expect(popover).toContainText('Box')
-      await expect(popover).toContainText('Card')
-
-      const popoverBox = await popover.boundingBox()
-      expect(popoverBox).not.toBeNull()
-      expect(popoverBox!.width).toBeGreaterThan(0)
-      expect(popoverBox!.height).toBeGreaterThan(0)
-    }
-
-    test('Shape popover opens when the menu fits in the viewport', async ({
-      comfyPage
-    }) => {
-      await comfyPage.page.setViewportSize({ width: 1280, height: 900 })
-      const menu = await openMoreOptionsMenu(comfyPage, 'KSampler')
-      const rootList = menu.locator(':scope > ul')
-
-      await expect
-        .poll(() => rootList.evaluate((el) => getComputedStyle(el).overflowY))
-        .toBe('visible')
-
-      await menu.getByRole('menuitem', { name: 'Shape' }).click()
-      await expectShapePopoverVisible(comfyPage)
-    })
-
-    test('Shape popover opens even when the menu must scroll', async ({
-      comfyPage
-    }) => {
-      await comfyPage.page.setViewportSize({ width: 1280, height: 520 })
-      const menu = await openMoreOptionsMenu(comfyPage, 'KSampler')
-      const rootList = menu.locator(':scope > ul')
-
-      await expect
-        .poll(() =>
-          rootList.evaluate((el) => el.scrollHeight > el.clientHeight)
-        )
-        .toBe(true)
-
-      const shapeItem = menu.getByRole('menuitem', { name: 'Shape' })
-      await shapeItem.scrollIntoViewIfNeeded()
-      await shapeItem.click()
-      await expectShapePopoverVisible(comfyPage)
-    })
-  }
-)

browser_tests/tests/painter.spec.ts

@@ -692,19 +692,27 @@ test.describe('Painter', { tag: ['@widget', '@vue-nodes'] }, () => {
     })
   })
 
-  test('Controls collapse to single column in compact mode', async ({
+  test('Controls stack label above widget in compact mode', async ({
     comfyPage
   }) => {
     const painterWidget = comfyPage.vueNodes
       .getNodeLocator('1')
       .locator('.widget-expands')
     const toolLabel = painterWidget.getByText('Tool', { exact: true })
+    const brushButton = painterWidget.getByText('Brush', { exact: true })
 
     await expect(
       toolLabel,
-      'tool label should be visible in two-column layout'
+      'tool label should be visible in wide layout'
     ).toBeVisible()
 
+    const wideLabelBox = await toolLabel.boundingBox()
+    const wideBrushBox = await brushButton.boundingBox()
+    expect(
+      wideLabelBox && wideBrushBox && wideLabelBox.x < wideBrushBox.x,
+      'label should sit to the left of the brush button in wide layout'
+    ).toBe(true)
+
     await comfyPage.page.evaluate(() => {
       const graph = window.graph as TestGraphAccess | undefined
       const node = graph?._nodes_by_id?.['1']
@@ -716,8 +724,22 @@ test.describe('Painter', { tag: ['@widget', '@vue-nodes'] }, () => {
 
     await expect(
       toolLabel,
-      'tool label should hide in compact single-column layout'
-    ).toBeHidden()
+      'tool label should remain visible in compact layout'
+    ).toBeVisible()
+
+    await expect
+      .poll(
+        async () => {
+          const labelBox = await toolLabel.boundingBox()
+          const brushBox = await brushButton.boundingBox()
+          if (!labelBox || !brushBox) return false
+          return labelBox.y + labelBox.height <= brushBox.y
+        },
+        {
+          message: 'label should stack above the brush button in compact layout'
+        }
+      )
+      .toBe(true)
   })
 
   test('Multiple sequential strokes at different positions all accumulate', async ({

browser_tests/tests/selectionToolboxActions.spec.ts

@@ -54,44 +54,14 @@ test.describe('Selection Toolbox - Button Actions', { tag: '@ui' }, () => {
       .toBe(initialCount - 1)
   })
 
-  test('info button opens the right-side info tab in new menu mode', async ({
-    comfyPage
-  }) => {
-    await comfyPage.settings.setSetting('Comfy.UseNewMenu', 'Top')
-    await comfyPage.settings.setSetting('Comfy.NodeLibrary.NewDesign', true)
-    await comfyPage.settings.setSetting('Comfy.RightSidePanel.IsOpen', false)
-
+  test('info button opens properties panel', async ({ comfyPage }) => {
     const nodeRef = (await comfyPage.nodeOps.getNodeRefsByTitle('KSampler'))[0]
     await selectNodeWithPan(comfyPage, nodeRef)
-    await expect(comfyPage.menu.propertiesPanel.root).toBeHidden()
 
     const infoButton = comfyPage.page.getByTestId('info-button')
     await expect(infoButton).toBeVisible()
     await infoButton.click()
-
-    const panel = comfyPage.menu.propertiesPanel.root
-    await expect(panel).toBeVisible()
-    await expect(panel.getByTestId('panel-tab-info')).toHaveAttribute(
-      'aria-selected',
-      'true'
-    )
-    await expect(panel).toContainText('KSampler')
-    await expect(comfyPage.menu.nodeLibraryTab.selectedTabButton).toBeHidden()
-  })
-
-  test('info button is hidden when the new menu is disabled', async ({
-    comfyPage
-  }) => {
-    await comfyPage.settings.setSetting('Comfy.UseNewMenu', 'Disabled')
-    await comfyPage.settings.setSetting('Comfy.NodeLibrary.NewDesign', false)
-
-    const nodeRef = (await comfyPage.nodeOps.getNodeRefsByTitle('KSampler'))[0]
-    await selectNodeWithPan(comfyPage, nodeRef)
-
-    await expect(comfyPage.selectionToolbox).toBeVisible()
-    await expect(
-      comfyPage.selectionToolbox.getByTestId('info-button')
-    ).toBeHidden()
+    await expect(comfyPage.page.getByTestId('properties-panel')).toBeVisible()
   })
 
   test('convert-to-subgraph button visible with multi-select', async ({

browser_tests/tests/selectionToolboxSubmenus.spec.ts

@@ -2,7 +2,6 @@ import { expect } from '@playwright/test'
 
 import { comfyPageFixture as test } from '@e2e/fixtures/ComfyPage'
 import type { ComfyPage } from '@e2e/fixtures/ComfyPage'
-import { openMoreOptionsMenu } from '@e2e/fixtures/utils/selectionToolboxMoreOptions'
 
 test.beforeEach(async ({ comfyPage }) => {
   await comfyPage.settings.setSetting('Comfy.UseNewMenu', 'Disabled')
@@ -19,19 +18,70 @@ test.describe(
       await comfyPage.nextFrame()
     })
 
-    const openMoreOptions = (comfyPage: ComfyPage) =>
-      openMoreOptionsMenu(comfyPage, 'KSampler')
+    const openMoreOptions = async (comfyPage: ComfyPage) => {
+      const ksamplerNodes =
+        await comfyPage.nodeOps.getNodeRefsByTitle('KSampler')
+      if (ksamplerNodes.length === 0) {
+        throw new Error('No KSampler nodes found')
+      }
 
-    test('hides Node Info from More Options menu when the new menu is disabled', async ({
-      comfyPage
-    }) => {
-      await comfyPage.settings.setSetting('Comfy.NodeLibrary.NewDesign', false)
+      // Drag the KSampler to the center of the screen
+      const nodePos = await ksamplerNodes[0].getPosition()
+      const viewportSize = comfyPage.page.viewportSize()
+      if (!viewportSize) {
+        throw new Error(
+          'Viewport size is null - page may not be properly initialized'
+        )
+      }
+      const centerX = viewportSize.width / 3
+      const centerY = viewportSize.height / 2
+      await comfyPage.canvasOps.dragAndDrop(
+        { x: nodePos.x, y: nodePos.y },
+        { x: centerX, y: centerY }
+      )
+      await comfyPage.nextFrame()
 
+      await ksamplerNodes[0].click('title')
+
+      await expect(comfyPage.page.locator('.selection-toolbox')).toBeVisible()
+
+      const moreOptionsBtn = comfyPage.page.getByTestId('more-options-button')
+      await expect(moreOptionsBtn).toBeVisible()
+
+      await moreOptionsBtn.click()
+
+      await comfyPage.nextFrame()
+
+      const menuOptionsVisible = await comfyPage.page
+        .getByText('Rename')
+        .isVisible({ timeout: 2000 })
+        .catch(() => false)
+      if (menuOptionsVisible) {
+        return
+      }
+
+      await moreOptionsBtn.click()
+      await comfyPage.nextFrame()
+
+      const menuOptionsVisibleAfterClick = await comfyPage.page
+        .getByText('Rename')
+        .isVisible({ timeout: 2000 })
+        .catch(() => false)
+      if (menuOptionsVisibleAfterClick) {
+        return
+      }
+
+      throw new Error('Could not open More Options menu - popover not showing')
+    }
+
+    test('opens Node Info from More Options menu', async ({ comfyPage }) => {
       await openMoreOptions(comfyPage)
-      const nodeInfoButton = comfyPage.page.getByRole('menuitem', {
-        name: 'Node Info'
+      const nodeInfoButton = comfyPage.page.getByText('Node Info', {
+        exact: true
       })
-      await expect(nodeInfoButton).toBeHidden()
+      await expect(nodeInfoButton).toBeVisible()
+      await nodeInfoButton.click()
+      await comfyPage.nextFrame()
     })
 
     test('changes node shape via Shape submenu', async ({ comfyPage }) => {
@@ -40,14 +90,11 @@ test.describe(
       )[0]
 
       await openMoreOptions(comfyPage)
-      // Shape now opens via body-appended popover (FE-570); a hover no
-      // longer reveals the submenu — match the Color flow and click.
-      await comfyPage.page.getByText('Shape', { exact: true }).click()
-      const shapePopover = comfyPage.page
-        .locator('.p-popover')
-        .filter({ hasText: 'Default' })
-      await expect(shapePopover.getByText('Box', { exact: true })).toBeVisible()
-      await shapePopover.getByText('Box', { exact: true }).click()
+      await comfyPage.page.getByText('Shape', { exact: true }).hover()
+      await expect(
+        comfyPage.page.getByText('Box', { exact: true })
+      ).toBeVisible()
+      await comfyPage.page.getByText('Box', { exact: true }).click()
       await comfyPage.nextFrame()
 
       await expect.poll(() => nodeRef.getProperty<number>('shape')).toBe(1)

browser_tests/tests/sharedWorkflowMissingMedia.spec.ts

@@ -1,145 +0,0 @@
-import { expect, mergeTests } from '@playwright/test'
-
-import { comfyPageFixture } from '@e2e/fixtures/ComfyPage'
-import type { ComfyPage } from '@e2e/fixtures/ComfyPage'
-import { TestIds } from '@e2e/fixtures/selectors'
-import {
-  sharedWorkflowImportFixture,
-  sharedWorkflowImportScenario
-} from '@e2e/fixtures/sharedWorkflowImportFixture'
-import type { SharedWorkflowImportMocks } from '@e2e/fixtures/sharedWorkflowImportFixture'
-import { PropertiesPanelHelper } from '@e2e/tests/propertiesPanel/PropertiesPanelHelper'
-import type { WorkspaceStore } from '@e2e/types/globals'
-
-const IMPORT_ORDER_TIMEOUT_MS = 5_000
-
-async function expectImportPrecedesPublicInclusiveInputAssetScan(
-  mocks: SharedWorkflowImportMocks
-): Promise<void> {
-  await expect(async () => {
-    const events = mocks.getRequestEvents()
-    const importIndex = events.indexOf('import')
-    const afterImportIndex = events.indexOf(
-      'input-assets-including-public-after-import'
-    )
-
-    expect(
-      events,
-      'public-inclusive input assets must not be scanned before import'
-    ).not.toContain('input-assets-including-public-before-import')
-    expect(importIndex, `events: ${events.join(',')}`).toBeGreaterThanOrEqual(0)
-    expect(afterImportIndex, `events: ${events.join(',')}`).toBeGreaterThan(
-      importIndex
-    )
-  }).toPass({ timeout: IMPORT_ORDER_TIMEOUT_MS })
-}
-
-async function getCachedMissingMediaWarningNames(
-  comfyPage: ComfyPage
-): Promise<string[] | null> {
-  return await comfyPage.page.evaluate(() => {
-    const workflow = (window.app!.extensionManager as WorkspaceStore).workflow
-      .activeWorkflow
-    if (!workflow) return null
-
-    return (
-      workflow.pendingWarnings?.missingMediaCandidates?.map(
-        (candidate) => candidate.name
-      ) ?? []
-    )
-  })
-}
-
-async function expectNoMissingMediaAfterPublicInclusiveAssetScan(
-  comfyPage: ComfyPage,
-  mocks: SharedWorkflowImportMocks
-): Promise<void> {
-  await mocks.waitForPublicInclusiveInputAssetResponseAfterImport()
-  await comfyPage.nextFrame()
-
-  await expect(
-    comfyPage.page.getByTestId(TestIds.dialogs.errorOverlay)
-  ).toBeHidden()
-  await expect
-    .poll(() => getCachedMissingMediaWarningNames(comfyPage))
-    .toEqual([])
-}
-
-async function openPanelAndExpectNoMissingMedia(
-  comfyPage: ComfyPage
-): Promise<void> {
-  const page = comfyPage.page
-  const errorOverlay = page.getByTestId(TestIds.dialogs.errorOverlay)
-  await expect(errorOverlay).toBeHidden()
-
-  const panel = new PropertiesPanelHelper(page)
-  await panel.open(comfyPage.actionbar.propertiesButton)
-  await expect(
-    panel.root.getByTestId(TestIds.propertiesPanel.errorsTab)
-  ).toBeHidden()
-  await expect(page.getByTestId(TestIds.dialogs.missingMediaGroup)).toHaveCount(
-    0
-  )
-}
-
-const test = mergeTests(comfyPageFixture, sharedWorkflowImportFixture)
-
-test.describe('Shared workflow missing media', { tag: '@cloud' }, () => {
-  test.beforeEach(async ({ comfyPage, sharedWorkflowImportMocks }) => {
-    sharedWorkflowImportMocks.resetAndStartRecording()
-    // Missing media only surfaces the overlay when the Errors tab is enabled
-    // (src/stores/executionErrorStore.ts).
-    await comfyPage.settings.setSetting(
-      'Comfy.RightSidePanel.ShowErrorsTab',
-      true
-    )
-    await comfyPage.setup({
-      clearStorage: false,
-      url: `/?share=${sharedWorkflowImportScenario.shareId}`
-    })
-  })
-
-  test('imports shared media before loading workflow so missing media is not surfaced', async ({
-    comfyPage,
-    sharedWorkflowImportMocks
-  }) => {
-    const { page } = comfyPage
-
-    const dialog = page.getByTestId(TestIds.dialogs.openSharedWorkflow)
-    await expect(
-      dialog.getByTestId(TestIds.dialogs.openSharedWorkflowTitle)
-    ).toBeVisible()
-
-    await dialog.getByTestId(TestIds.dialogs.openSharedWorkflowConfirm).click()
-
-    await expect
-      .poll(() =>
-        page.evaluate(() =>
-          window.app!.graph.nodes.map((node) => ({
-            type: node.type,
-            value: node.widgets?.[0]?.value
-          }))
-        )
-      )
-      .toEqual([
-        {
-          type: 'LoadImage',
-          value: sharedWorkflowImportScenario.inputFileName
-        }
-      ])
-    await expectImportPrecedesPublicInclusiveInputAssetScan(
-      sharedWorkflowImportMocks
-    )
-    await expectNoMissingMediaAfterPublicInclusiveAssetScan(
-      comfyPage,
-      sharedWorkflowImportMocks
-    )
-
-    expect(sharedWorkflowImportMocks.getImportBody()).toEqual({
-      published_asset_ids: [sharedWorkflowImportScenario.publishedAssetId],
-      share_id: sharedWorkflowImportScenario.shareId
-    })
-    expect(new URL(page.url()).searchParams.has('share')).toBe(false)
-    await openPanelAndExpectNoMissingMedia(comfyPage)
-  })
-})

browser_tests/tests/sidebar/nodeLibraryV2.spec.ts

@@ -120,13 +120,4 @@ test.describe('Node library sidebar V2', () => {
     await expect(options.first()).toBeVisible()
     await expect.poll(() => options.count()).toBeGreaterThanOrEqual(2)
   })
-
-  test('Blueprint previews include description', async ({ comfyPage }) => {
-    const tab = comfyPage.menu.nodeLibraryTabV2
-    await tab.blueprintsTab.click()
-
-    await tab.getNode('test blueprint').hover()
-    await expect(tab.nodePreview, 'Preview displays on hover').toBeVisible()
-    await expect(tab.nodePreview).toContainText('Inverts the image')
-  })
 })

browser_tests/tests/subgraph/subgraphPromotion.spec.ts

@@ -558,5 +558,52 @@ test.describe(
           .toBe(0)
       })
     })
+
+    test.fail(
+      'Promoted text widget is removed when source node is deleted inside the subgraph',
+      { tag: '@vue-nodes' },
+      async ({ comfyPage }) => {
+        await comfyPage.settings.setSetting('Comfy.UseNewMenu', 'Top')
+
+        const clipFixture = await comfyPage.vueNodes.getFixtureByTitle(
+          'CLIP Text Encode (Prompt)'
+        )
+        await comfyPage.contextMenu.openForVueNode(clipFixture.header)
+        await comfyPage.contextMenu.clickMenuItemExact('Convert to Subgraph')
+
+        const subgraphNode = comfyPage.vueNodes
+          .getNodeByTitle('New Subgraph')
+          .first()
+        await expect(subgraphNode).toBeVisible()
+
+        const subgraphNodeId =
+          await comfyPage.vueNodes.getNodeIdByTitle('New Subgraph')
+
+        await expect
+          .poll(() => getPromotedWidgetNames(comfyPage, subgraphNodeId))
+          .toContain('text')
+        await expect(
+          subgraphNode.getByTestId(TestIds.widgets.domWidgetTextarea)
+        ).toBeVisible()
+
+        await comfyPage.vueNodes.enterSubgraph(subgraphNodeId)
+        await expect.poll(() => comfyPage.subgraph.isInSubgraph()).toBe(true)
+        await comfyPage.vueNodes.waitForNodes()
+
+        const interiorClip = await comfyPage.vueNodes.getFixtureByTitle(
+          'CLIP Text Encode (Prompt)'
+        )
+        await interiorClip.delete()
+
+        await comfyPage.subgraph.exitViaBreadcrumb()
+
+        const subgraphNodeAfter =
+          comfyPage.vueNodes.getNodeLocator(subgraphNodeId)
+        await expect(subgraphNodeAfter).toBeVisible()
+        await expect(
+          subgraphNodeAfter.getByTestId(TestIds.widgets.domWidgetTextarea)
+        ).toBeHidden()
+      }
+    )
   }
 )

browser_tests/tests/templates.spec.ts

@@ -106,49 +106,6 @@ test.describe('Templates', { tag: ['@slow', '@workflow'] }, () => {
     await expect(comfyPage.templates.content).toBeVisible()
   })
 
-  test('dialog should not be shown when first-time user opens a shared workflow link', async ({
-    comfyPage
-  }) => {
-    await comfyPage.page.route(
-      '**/workflows/published/test-share-id',
-      async (route) => {
-        await route.fulfill({
-          status: 200,
-          contentType: 'application/json',
-          body: JSON.stringify({
-            share_id: 'test-share-id',
-            workflow_id: 'wf-1',
-            name: 'Shared Workflow',
-            listed: true,
-            publish_time: new Date().toISOString(),
-            workflow_json: {
-              version: 0.4,
-              nodes: [],
-              links: [],
-              groups: [],
-              config: {},
-              extra: {}
-            },
-            assets: []
-          })
-        })
-      }
-    )
-
-    await comfyPage.settings.setSetting('Comfy.TutorialCompleted', false)
-
-    await comfyPage.setup({
-      clearStorage: true,
-      url: '/?share=test-share-id'
-    })
-
-    await expect(
-      comfyPage.page.getByTestId(TestIds.dialogs.openSharedWorkflowTitle)
-    ).toBeVisible()
-
-    await expect(comfyPage.templates.content).toBeHidden()
-  })
-
   test('Uses proper locale files for templates', async ({ comfyPage }) => {
     await comfyPage.settings.setSetting('Comfy.Locale', 'fr')
 
@@ -174,51 +131,48 @@ test.describe('Templates', { tag: ['@slow', '@workflow'] }, () => {
   test('Falls back to English templates when locale file not found', async ({
     comfyPage
   }) => {
-    // Pick a shipped LTR locale and simulate its template index returning 404.
-    // (Previously this test used 'de', but unsupported locales are now
-    // clamped to 'en' at boot so they never hit the template fallback path.
-    // 'fa' would also work but flips document.dir to rtl, which can leak
-    // into adjacent specs in the same worker.)
-    const locale = 'tr'
+    // Set locale to a language that doesn't have a template file
+    await comfyPage.settings.setSetting('Comfy.Locale', 'de') // German - no index.de.json exists
 
-    await comfyPage.page.route(
-      `**/templates/index.${locale}.json`,
-      async (route) => {
-        await route.fulfill({
-          status: 404,
-          headers: { 'Content-Type': 'text/plain' },
-          body: 'Not Found'
-        })
-      }
+    // Wait for the German request (expected to 404)
+    const germanRequestPromise = comfyPage.page.waitForRequest(
+      '**/templates/index.de.json'
     )
 
-    await comfyPage.page.route('**/templates/index.json', (route) =>
-      route.continue()
-    )
-
-    await comfyPage.settings.setSetting('Comfy.Locale', locale)
-
-    const localeRequestPromise = comfyPage.page.waitForRequest(
-      `**/templates/index.${locale}.json`
-    )
+    // Wait for the fallback English request
     const englishRequestPromise = comfyPage.page.waitForRequest(
       '**/templates/index.json'
     )
 
+    // Intercept the German file to simulate a 404
+    await comfyPage.page.route('**/templates/index.de.json', async (route) => {
+      await route.fulfill({
+        status: 404,
+        headers: { 'Content-Type': 'text/plain' },
+        body: 'Not Found'
+      })
+    })
+
+    // Allow the English index to load normally
+    await comfyPage.page.route('**/templates/index.json', (route) =>
+      route.continue()
+    )
+
+    // Load the templates dialog
     await comfyPage.command.executeCommand('Comfy.BrowseTemplates')
     await expect(comfyPage.templates.content).toBeVisible()
 
-    const localeRequest = await localeRequestPromise
+    // Verify German was requested first, then English as fallback
+    const germanRequest = await germanRequestPromise
     const englishRequest = await englishRequestPromise
 
-    expect(localeRequest.url()).toContain(`templates/index.${locale}.json`)
+    expect(germanRequest.url()).toContain('templates/index.de.json')
     expect(englishRequest.url()).toContain('templates/index.json')
 
-    // Assert on rendered content, not just the container — the container
-    // testid is present even when the dialog body is empty, which would let
-    // a regression where the fallback fetch succeeds but no cards render
-    // pass silently.
-    await expect(comfyPage.templates.allTemplateCards.first()).toBeVisible()
+    // Verify English titles are shown as fallback
+    await expect(
+      comfyPage.page.getByRole('main').getByText('All Templates')
+    ).toBeVisible()
   })
 
   test('template cards are dynamically sized and responsive', async ({