1.48.2 (#13596)

Patch version increment to 1.48.2

**Base branch:** `main`

---------

Co-authored-by: christian-byrne <72887196+christian-byrne@users.noreply.github.com>
Co-authored-by: github-actions <github-actions@github.com>
Co-authored-by: Christian Byrne <cbyrne@comfy.org>

.coderabbit.yaml

@@ -63,3 +63,14 @@ reviews:
           Pass if none of these patterns are found in the diff.
 
           When warning, reference the specific ADR by number and link to `docs/adr/` for context. Frame findings as directional guidance since ADR 0003 and 0008 are in Proposed status.
+
+  path_instructions:
+    - path: '**/*.test.ts'
+      instructions: |
+        Treat `.agents/checks/test-quality.md`, `docs/testing/README.md`, and `docs/guidance/vitest.md` as required review context for every changed Vitest test file.
+    - path: 'src/lib/litegraph/**/*.test.ts'
+      instructions: |
+        Treat `.agents/checks/test-quality.md`, `docs/testing/README.md`, `docs/guidance/vitest.md`, and `docs/testing/litegraph-testing.md` as required review context for every changed litegraph Vitest test file.
+    - path: '{browser_tests,apps/website/e2e}/**/*.spec.ts'
+      instructions: |
+        Treat `.agents/checks/test-quality.md`, `docs/testing/README.md`, and `docs/guidance/playwright.md` as required review context for every changed Playwright test file.

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

@@ -40,3 +40,6 @@ jobs:
           WEBSITE_ASHBY_API_KEY: ${{ secrets.WEBSITE_ASHBY_API_KEY }}
           WEBSITE_ASHBY_JOB_BOARD_NAME: ${{ secrets.WEBSITE_ASHBY_JOB_BOARD_NAME }}
         run: pnpm --filter @comfyorg/website build
+
+      - name: Validate JSON-LD structured data
+        run: pnpm --filter @comfyorg/website validate:jsonld

.github/workflows/cla.yml

@@ -38,9 +38,11 @@ jobs:
           PR_NUMBER: ${{ github.event.pull_request.number || github.event.issue.number }}
           PR_AUTHOR: ${{ github.event.pull_request.user.login || github.event.issue.user.login }}
           BASE_ALLOWLIST: action@github.com,actions-user,ampagent,claude,comfy-pr-bot,GitHub Action,github-actions,github-actions[bot],Glary Bot,Glary-Bot,*[bot]
+        # For each commit emit the GitHub login when the author/committer email resolves to a GitHub account
+        # otherwise fall back to the raw git name.
         run: |
           others=$(gh api "repos/${{ github.repository }}/pulls/${PR_NUMBER}/commits" --paginate \
-            --jq '.[] | (.author.login // empty), (.committer.login // empty)' \
+            --jq '.[] | (.author.login // .commit.author.name // empty), (.committer.login // .commit.committer.name // empty)' \
             | sort -u | grep -vix "${PR_AUTHOR}" | paste -sd, -)
           if [ -n "$others" ]; then
             echo "allowlist=${BASE_ALLOWLIST},${others}" >> "$GITHUB_OUTPUT"

.github/workflows/pr-backport.yaml

@@ -278,32 +278,49 @@ jobs:
               continue
             fi
 
-            # Create backport branch
-            git checkout -b "${BACKPORT_BRANCH}" "origin/${TARGET_BRANCH}"
+            # Create backport branch. A failure here (e.g. dirty state left
+            # by a prior target) must not abort the loop and skip remaining
+            # targets, so fall back to a clean checkout and record the error.
+            if ! git checkout -B "${BACKPORT_BRANCH}" "origin/${TARGET_BRANCH}"; then
+              echo "::error::Failed to create branch ${BACKPORT_BRANCH} for ${TARGET_BRANCH}"
+              FAILED="${FAILED}${TARGET_BRANCH}:branch-create-failed "
+              git checkout main || git checkout -f main
+              echo "::endgroup::"
+              continue
+            fi
 
             # Try cherry-pick
             if git cherry-pick "${MERGE_COMMIT}"; then
               if [ "$REMOTE_BACKPORT_EXISTS" = true ]; then
-                git push --force-with-lease origin "${BACKPORT_BRANCH}"
+                PUSH_CMD=(git push --force-with-lease origin "${BACKPORT_BRANCH}")
               else
-                git push origin "${BACKPORT_BRANCH}"
+                PUSH_CMD=(git push origin "${BACKPORT_BRANCH}")
               fi
-              echo "${BACKPORT_BRANCH}" >> "$CREATED_BRANCHES_FILE"
-              SUCCESS="${SUCCESS}${TARGET_BRANCH}:${BACKPORT_BRANCH} "
-              echo "Successfully created backport branch: ${BACKPORT_BRANCH}"
+
+              # A push failure for one target must not abort the loop and
+              # prevent remaining targets from being attempted.
+              if "${PUSH_CMD[@]}"; then
+                echo "${BACKPORT_BRANCH}" >> "$CREATED_BRANCHES_FILE"
+                SUCCESS="${SUCCESS}${TARGET_BRANCH}:${BACKPORT_BRANCH} "
+                echo "Successfully created backport branch: ${BACKPORT_BRANCH}"
+              else
+                echo "::error::Failed to push ${BACKPORT_BRANCH} for ${TARGET_BRANCH}"
+                FAILED="${FAILED}${TARGET_BRANCH}:push-failed "
+              fi
+
               # Return to main (keep the branch, we need it for PR)
-              git checkout main
+              git checkout main || git checkout -f main
             else
               # Get conflict info
               CONFLICTS=$(git diff --name-only --diff-filter=U | tr '\n' ',')
-              git cherry-pick --abort
+              git cherry-pick --abort || true
 
               echo "::error::Cherry-pick failed due to conflicts"
               FAILED="${FAILED}${TARGET_BRANCH}:conflicts:${CONFLICTS} "
 
               # Clean up the failed branch
-              git checkout main
-              git branch -D "${BACKPORT_BRANCH}"
+              git checkout main || git checkout -f main
+              git branch -D "${BACKPORT_BRANCH}" || true
             fi
 
             echo "::endgroup::"
@@ -384,6 +401,10 @@ jobs:
 
             **Reason:** Merge conflicts detected during cherry-pick of `${MERGE_COMMIT_SHORT}`
 
+            The auto-backport could not be completed automatically. Please backport
+            manually onto branch `${BACKPORT_BRANCH}` (from `origin/${target}`) and
+            open a PR to `${target}`.
+
             <details>
             <summary>📄 Conflicting files</summary>
 
@@ -416,19 +437,37 @@ jobs:
             MERGE_COMMIT=$(jq -r '.pull_request.merge_commit_sha' "$GITHUB_EVENT_PATH")
           fi
 
+          # Post a comment without letting a single failed `gh pr comment` (e.g.
+          # a locked issue, as happened for PR #13359, or a transient API error)
+          # abort the step under `set -e` and swallow the remaining failures.
+          post_comment() {
+            local body="$1"
+            local context="$2"
+            if ! gh pr comment "${PR_NUMBER}" --body "${body}"; then
+              echo "::warning::Could not comment on PR #${PR_NUMBER} about ${context}. Manual backport required."
+            fi
+          }
+
           for failure in ${{ steps.backport.outputs.failed }}; do
             IFS=':' read -r target reason conflicts <<< "${failure}"
 
+            SAFE_TARGET=$(echo "$target" | tr '/' '-')
+            BACKPORT_BRANCH="backport-${PR_NUMBER}-to-${SAFE_TARGET}"
+
             if [ "${reason}" = "branch-missing" ]; then
-              gh pr comment "${PR_NUMBER}" --body "@${PR_AUTHOR} Backport failed: Branch \`${target}\` does not exist"
+              post_comment "@${PR_AUTHOR} Backport failed: Branch \`${target}\` does not exist" "missing branch ${target}"
 
             elif [ "${reason}" = "already-exists" ]; then
-              gh pr comment "${PR_NUMBER}" --body "@${PR_AUTHOR} Commit \`${MERGE_COMMIT}\` already exists on branch \`${target}\`. No backport needed."
+              post_comment "@${PR_AUTHOR} Commit \`${MERGE_COMMIT}\` already exists on branch \`${target}\`. No backport needed." "already-backported ${target}"
+
+            elif [ "${reason}" = "branch-create-failed" ]; then
+              gh pr comment "${PR_NUMBER}" --body "@${PR_AUTHOR} Backport to \`${target}\` failed: could not create the backport branch. Please retry or backport manually."
+
+            elif [ "${reason}" = "push-failed" ]; then
+              gh pr comment "${PR_NUMBER}" --body "@${PR_AUTHOR} Backport to \`${target}\` cherry-picked cleanly but the push failed. Please retry or push the backport branch manually."
 
             elif [ "${reason}" = "conflicts" ]; then
               CONFLICTS_INLINE=$(echo "${conflicts}" | tr ',' ' ')
-              SAFE_TARGET=$(echo "$target" | tr '/' '-')
-              BACKPORT_BRANCH="backport-${PR_NUMBER}-to-${SAFE_TARGET}"
               PR_URL="${GITHUB_SERVER_URL}/${GITHUB_REPOSITORY}/pull/${PR_NUMBER}"
 
               export PR_NUMBER PR_URL MERGE_COMMIT target BACKPORT_BRANCH CONFLICTS_INLINE
@@ -444,10 +483,10 @@ jobs:
               CONFLICTS_BLOCK=$(echo "${conflicts}" | tr ',' '\n')
               MERGE_COMMIT_SHORT="${MERGE_COMMIT:0:7}"
 
-              export target MERGE_COMMIT_SHORT CONFLICTS_BLOCK AGENT_PROMPT PR_AUTHOR
-              COMMENT_BODY=$(envsubst '${target} ${MERGE_COMMIT_SHORT} ${CONFLICTS_BLOCK} ${AGENT_PROMPT} ${PR_AUTHOR}' <<<"$COMMENT_BODY_TEMPLATE")
+              export target MERGE_COMMIT_SHORT BACKPORT_BRANCH CONFLICTS_BLOCK AGENT_PROMPT PR_AUTHOR
+              COMMENT_BODY=$(envsubst '${target} ${MERGE_COMMIT_SHORT} ${BACKPORT_BRANCH} ${CONFLICTS_BLOCK} ${AGENT_PROMPT} ${PR_AUTHOR}' <<<"$COMMENT_BODY_TEMPLATE")
 
-              gh pr comment "${PR_NUMBER}" --body "${COMMENT_BODY}"
+              post_comment "${COMMENT_BODY}" "cherry-pick conflict on ${target} (backport manually onto ${BACKPORT_BRANCH})"
             fi
           done
 

apps/website/e2e/affiliates.spec.ts

@@ -76,10 +76,14 @@ test.describe('Affiliates landing — desktop interactions', () => {
       return match?.textContent ?? null
     })
     expect(faqJsonLd, 'FAQ JSON-LD script').not.toBeNull()
-    const parsed = JSON.parse(faqJsonLd!)
-    expect(parsed['@type']).toBe('FAQPage')
-    expect(Array.isArray(parsed.mainEntity)).toBe(true)
-    expect(parsed.mainEntity.length).toBe(FAQ_COUNT)
+    const graph = JSON.parse(faqJsonLd!)['@graph'] as {
+      '@type': string
+      mainEntity?: unknown[]
+    }[]
+    const faqPage = graph.find((node) => node['@type'] === 'FAQPage')
+    expect(faqPage, 'FAQPage node in @graph').toBeDefined()
+    expect(Array.isArray(faqPage!.mainEntity)).toBe(true)
+    expect(faqPage!.mainEntity!.length).toBe(FAQ_COUNT)
   })
 
   test('Apply Now CTA opens the application form in a new tab', async ({

apps/website/e2e/learning.spec.ts

@@ -0,0 +1,158 @@
+import { expect } from '@playwright/test'
+
+import { learningTutorials } from '../src/data/learningTutorials'
+import { t } from '../src/i18n/translations'
+import { test } from './fixtures/blockExternalMedia'
+
+const tutorialButtonName = (title: string, locale: 'en' | 'zh-CN') =>
+  `${t('learning.tutorials.titlePrefix', locale)} ${title}`
+
+test.describe('Learning page @smoke', () => {
+  test.beforeEach(async ({ page }) => {
+    await page.goto('/learning')
+  })
+
+  test('has correct title', async ({ page }) => {
+    await expect(page).toHaveTitle('Learning — Comfy')
+  })
+
+  test('hero headline references ComfyUI', async ({ page }) => {
+    const heading = page.getByRole('heading', { level: 1 })
+    await expect(heading).toBeVisible()
+    await expect(heading).toContainText(t('learning.heroTitle.before', 'en'))
+    await expect(heading).toContainText('ComfyUI')
+    await expect(heading).toContainText(t('learning.heroTitle.line2', 'en'))
+  })
+
+  test('featured workflow section shows title and author', async ({ page }) => {
+    await expect(
+      page.getByRole('heading', {
+        name: t('learning.featured.title', 'en'),
+        level: 2
+      })
+    ).toBeVisible()
+    await expect(
+      page.getByText(t('learning.featured.author', 'en'))
+    ).toBeVisible()
+  })
+
+  test('renders every tutorial from the data source', async ({ page }) => {
+    await expect(
+      page.getByRole('heading', {
+        name: t('learning.tutorials.heading', 'en'),
+        level: 2
+      })
+    ).toBeVisible()
+
+    for (const tutorial of learningTutorials) {
+      await expect(
+        page.getByRole('button', {
+          name: tutorialButtonName(tutorial.title.en, 'en')
+        })
+      ).toBeVisible()
+    }
+  })
+
+  test('tutorials with a workflow link expose an external Try Workflow link', async ({
+    page
+  }) => {
+    const linkedTutorials = learningTutorials.filter(
+      (tutorial) => tutorial.href
+    )
+    const workflowLinks = page.getByRole('link', {
+      name: t('cta.tryWorkflow', 'en')
+    })
+    const hrefs = await workflowLinks.evaluateAll((links) =>
+      links.map((link) => link.getAttribute('href'))
+    )
+    for (const tutorial of linkedTutorials) {
+      expect(hrefs).toContain(tutorial.href)
+    }
+  })
+
+  test('call to action links to contact sales', async ({ page }) => {
+    await expect(
+      page.getByRole('heading', {
+        name: t('learning.cta.heading', 'en'),
+        level: 2
+      })
+    ).toBeVisible()
+    await expect(
+      page.getByRole('link', { name: t('learning.cta.contactSales', 'en') })
+    ).toHaveAttribute('href', '/contact')
+  })
+})
+
+test.describe('Learning tutorial dialog', () => {
+  test('opens a tutorial video and dismisses via the close button', async ({
+    page
+  }) => {
+    const [firstTutorial] = learningTutorials
+    await page.goto('/learning')
+
+    const openButton = page.getByRole('button', {
+      name: tutorialButtonName(firstTutorial.title.en, 'en')
+    })
+    await openButton.scrollIntoViewIfNeeded()
+
+    const dialog = page.getByRole('dialog', { name: firstTutorial.title.en })
+    // TutorialsSection is hydrated via `client:visible`; retry the click until
+    // Vue responds by opening the dialog.
+    await expect(async () => {
+      await openButton.click()
+      await expect(dialog).toBeVisible({ timeout: 1_000 })
+    }).toPass({ timeout: 10_000 })
+
+    await expect(
+      dialog.getByRole('heading', { level: 2, name: firstTutorial.title.en })
+    ).toBeVisible()
+
+    await dialog
+      .getByRole('button', { name: t('gallery.detail.close', 'en') })
+      .click()
+    await expect(dialog).toBeHidden()
+  })
+
+  test('dismisses the dialog with the Escape key', async ({ page }) => {
+    const [firstTutorial] = learningTutorials
+    await page.goto('/learning')
+
+    const openButton = page.getByRole('button', {
+      name: tutorialButtonName(firstTutorial.title.en, 'en')
+    })
+    await openButton.scrollIntoViewIfNeeded()
+
+    const dialog = page.getByRole('dialog', { name: firstTutorial.title.en })
+    await expect(async () => {
+      await openButton.click()
+      await expect(dialog).toBeVisible({ timeout: 1_000 })
+    }).toPass({ timeout: 10_000 })
+
+    await page.keyboard.press('Escape')
+    await expect(dialog).toBeHidden()
+  })
+})
+
+test.describe('Learning page (zh-CN) @smoke', () => {
+  test('renders localized title, headings, and tutorials', async ({ page }) => {
+    await page.goto('/zh-CN/learning')
+
+    await expect(page).toHaveTitle('学习 — Comfy')
+    await expect(page.getByRole('heading', { level: 1 })).toContainText(
+      /[一-鿿]/
+    )
+    await expect(
+      page.getByRole('heading', {
+        name: t('learning.tutorials.heading', 'zh-CN'),
+        level: 2
+      })
+    ).toBeVisible()
+
+    const [firstTutorial] = learningTutorials
+    await expect(
+      page.getByRole('button', {
+        name: tutorialButtonName(firstTutorial.title['zh-CN'], 'zh-CN')
+      })
+    ).toBeVisible()
+  })
+})

apps/website/package.json

@@ -17,7 +17,8 @@
     "test:visual:update": "playwright test --project visual --update-snapshots",
     "ashby:refresh-snapshot": "tsx ./scripts/refresh-ashby-snapshot.ts",
     "cloud-nodes:refresh-snapshot": "tsx ./scripts/refresh-cloud-nodes-snapshot.ts",
-    "generate:models": "tsx ./scripts/generate-models.ts"
+    "generate:models": "tsx ./scripts/generate-models.ts",
+    "validate:jsonld": "tsx ./scripts/validate-jsonld.ts"
   },
   "dependencies": {
     "@astrojs/sitemap": "catalog:",

apps/website/scripts/validate-jsonld.ts

@@ -0,0 +1,129 @@
+import { readFileSync, readdirSync } from 'node:fs'
+import { join } from 'node:path'
+
+import { collectGraphIds } from '../src/utils/jsonLd'
+
+const DIST_DIR = join(process.cwd(), 'dist')
+const JSON_LD_BLOCK =
+  /<script[^>]*type=["']application\/ld\+json["'][^>]*>([\s\S]*?)<\/script>/gi
+
+interface Violation {
+  file: string
+  message: string
+}
+
+function htmlFiles(dir: string): string[] {
+  return readdirSync(dir, { recursive: true })
+    .map(String)
+    .filter((entry) => entry.endsWith('.html'))
+    .map((entry) => join(dir, entry))
+}
+
+function typesOf(node: Record<string, unknown>): string[] {
+  const type = node['@type']
+  if (typeof type === 'string') return [type]
+  if (Array.isArray(type)) {
+    return type.filter((t): t is string => typeof t === 'string')
+  }
+  return []
+}
+
+function hasValidPrice(node: Record<string, unknown>): boolean {
+  const price = node.price
+  const priceStr = price == null ? '' : String(price).trim()
+  return priceStr !== '' && !Number.isNaN(Number(priceStr))
+}
+
+function checkHonesty(
+  value: unknown,
+  file: string,
+  violations: Violation[]
+): void {
+  const walk = (node: unknown): void => {
+    if (Array.isArray(node)) {
+      node.forEach(walk)
+      return
+    }
+    if (!node || typeof node !== 'object') return
+    const record = node as Record<string, unknown>
+    const types = typesOf(record)
+    if (types.includes('Review') || types.includes('AggregateRating')) {
+      violations.push({
+        file,
+        message: `dishonest node type ${types.join('/')}`
+      })
+    }
+    if ('aggregateRating' in record || 'review' in record) {
+      violations.push({
+        file,
+        message: 'node carries a review/aggregateRating'
+      })
+    }
+    if (
+      types.includes('Offer') &&
+      (!hasValidPrice(record) || !record.priceCurrency)
+    ) {
+      violations.push({
+        file,
+        message: 'Offer missing priceCurrency or a concrete price'
+      })
+    }
+    Object.values(record).forEach(walk)
+  }
+  walk(value)
+}
+
+function validateFile(file: string): Violation[] {
+  const html = readFileSync(file, 'utf8')
+  const violations: Violation[] = []
+  const definedIds = new Set<string>()
+  const referencedIds: string[] = []
+
+  for (const match of html.matchAll(JSON_LD_BLOCK)) {
+    let parsed: unknown
+    try {
+      parsed = JSON.parse(match[1])
+    } catch (error) {
+      violations.push({ file, message: `invalid JSON-LD: ${String(error)}` })
+      continue
+    }
+    checkHonesty(parsed, file, violations)
+    const { defined, references } = collectGraphIds(parsed)
+    defined.forEach((id) => definedIds.add(id))
+    referencedIds.push(...references)
+  }
+
+  for (const id of referencedIds) {
+    if (!definedIds.has(id)) {
+      violations.push({ file, message: `unresolved @id reference: ${id}` })
+    }
+  }
+
+  return violations
+}
+
+function main(): void {
+  const files = htmlFiles(DIST_DIR)
+
+  if (files.length === 0) {
+    console.error(
+      `JSON-LD validation found no HTML in ${DIST_DIR} — build first.`
+    )
+    process.exit(1)
+  }
+
+  const violations = files.flatMap(validateFile)
+  if (violations.length > 0) {
+    console.error(`JSON-LD validation failed (${violations.length} issue(s)):`)
+    for (const { file, message } of violations) {
+      console.error(`  ${file.replace(DIST_DIR, 'dist')}: ${message}`)
+    }
+    process.exit(1)
+  }
+
+  process.stdout.write(
+    `JSON-LD validation passed across ${files.length} page(s).\n`
+  )
+}
+
+main()

apps/website/src/components/blocks/HeroBackdrop01.stories.ts

@@ -0,0 +1,41 @@
+import type { Meta, StoryObj } from '@storybook/vue3-vite'
+
+import HeroBackdrop01 from './HeroBackdrop01.vue'
+
+const sampleImage =
+  'https://images.unsplash.com/photo-1451187580459-43490279c0fa?auto=format&fit=crop&w=1600&q=80'
+
+const meta: Meta<typeof HeroBackdrop01> = {
+  title: 'Website/Blocks/HeroBackdrop01',
+  component: HeroBackdrop01,
+  tags: ['autodocs'],
+  args: {
+    backdrop: { type: 'image', src: sampleImage, alt: 'Abstract gradient' },
+    title: 'Build anything\nwith ComfyUI',
+    subtitle:
+      'A powerful, modular visual interface for building and running AI workflows.'
+  }
+}
+
+export default meta
+type Story = StoryObj<typeof meta>
+
+export const Default: Story = {}
+
+export const WithBadge: Story = {
+  args: {
+    badgeText: 'New'
+  }
+}
+
+export const WithFootnote: Story = {
+  args: {
+    footnote: 'Available on Windows, macOS, and Linux.'
+  }
+}
+
+export const NoBackdrop: Story = {
+  args: {
+    backdrop: undefined
+  }
+}

apps/website/src/components/blocks/HeroBackdrop01.vue

@@ -0,0 +1,193 @@
+<script setup lang="ts">
+import { cn } from '@comfyorg/tailwind-utils'
+
+import { computed } from 'vue'
+import type { HTMLAttributes } from 'vue'
+
+import { prefersReducedMotion } from '../../composables/useReducedMotion'
+import ProductHeroBadge from '../common/ProductHeroBadge.vue'
+
+type Backdrop =
+  | { type: 'image'; src: string; alt?: string }
+  | { type: 'video'; src: string; poster?: string; alt?: string }
+
+const {
+  backdrop,
+  mobileBackdrop,
+  badgeText,
+  badgeLogoSrc,
+  badgeLogoAlt,
+  title,
+  subtitle,
+  footnote,
+  class: className
+} = defineProps<{
+  backdrop?: Backdrop
+  mobileBackdrop?: Backdrop
+  badgeText?: string
+  badgeLogoSrc?: string
+  badgeLogoAlt?: string
+  title: string
+  subtitle?: string
+  footnote?: string
+  class?: HTMLAttributes['class']
+}>()
+
+// Respect prefers-reduced-motion: don't autoplay the looping backdrop video
+// (WCAG 2.2.2). The paused video falls back to its poster/first frame.
+const reduceMotion = computed(() => prefersReducedMotion())
+
+// Removing the reactive `autoplay` attribute only suppresses the *initial*
+// play; it can't pause a video the browser has already started. That is
+// exactly the SSR case: the server renders `autoplay` (it can't read the
+// client's motion preference), the browser begins playback on parse, and the
+// post-hydration attribute removal is too late. Pause on mount so
+// reduced-motion users get the poster frame instead of a looping video.
+const pauseIfReduced = (el: unknown) => {
+  if (el instanceof HTMLVideoElement && reduceMotion.value) el.pause()
+}
+
+// On mobile the backdrop is an in-flow rounded card above the content; on
+// desktop it is the full-bleed background behind it. A single element serves
+// both roles via responsive classes — mobileBackdrop only swaps the source.
+const sharedBackdropClass =
+  'relative aspect-3/2 w-full rounded-3xl object-cover lg:absolute lg:inset-0 lg:aspect-auto lg:size-full lg:rounded-none'
+
+// When both breakpoints use images, serve them from a single responsive <img>
+// so the browser fetches only the source matching the viewport. Two
+// `hidden`/`lg:hidden`-toggled <img> layers would each download (display:none
+// does not stop the fetch), doubling the high-priority load on an
+// LCP-critical hero. Videos or a mixed image/video pair can't collapse this
+// way and fall back to breakpoint-toggled layers below.
+const responsiveImage = computed(() => {
+  if (backdrop?.type !== 'image') return null
+  if (mobileBackdrop && mobileBackdrop.type !== 'image') return null
+  const base = mobileBackdrop ?? backdrop
+  return {
+    src: base.src,
+    alt: backdrop.alt ?? mobileBackdrop?.alt ?? '',
+    // Larger-viewport source; omitted when one image serves both breakpoints.
+    desktopSrc: mobileBackdrop ? backdrop.src : undefined
+  }
+})
+
+// Fallback for videos and mixed image/video pairs: toggle assets by breakpoint.
+const backdropLayers = computed(() => {
+  if (!backdrop) return []
+  if (mobileBackdrop) {
+    return [
+      {
+        backdrop: mobileBackdrop,
+        class: 'relative aspect-3/2 w-full rounded-3xl object-cover lg:hidden'
+      },
+      {
+        backdrop,
+        class: 'absolute inset-0 hidden size-full object-cover lg:block'
+      }
+    ]
+  }
+  return [{ backdrop, class: sharedBackdropClass }]
+})
+
+const scrimShape = 'farthest-side at 50% 50%'
+const scrimStyle = {
+  background: `radial-gradient(${scrimShape}, color-mix(in srgb, var(--color-primary-warm-white) 80%, transparent) 0%, transparent 80%)`,
+  maskImage: `radial-gradient(${scrimShape}, #000 45%, transparent 90%)`,
+  WebkitMaskImage: `radial-gradient(${scrimShape}, #000 45%, transparent 90%)`
+}
+</script>
+
+<template>
+  <section
+    :class="cn('max-w-9xl mx-auto px-4 pt-4 lg:px-6 lg:pt-6', className)"
+  >
+    <div class="relative overflow-hidden rounded-3xl">
+      <slot name="backdrop">
+        <picture v-if="responsiveImage" class="contents">
+          <source
+            v-if="responsiveImage.desktopSrc"
+            :srcset="responsiveImage.desktopSrc"
+            media="(min-width: 1024px)"
+          />
+          <img
+            :src="responsiveImage.src"
+            :alt="responsiveImage.alt"
+            fetchpriority="high"
+            decoding="async"
+            :class="sharedBackdropClass"
+          />
+        </picture>
+
+        <template v-else>
+          <template v-for="(layer, i) in backdropLayers" :key="i">
+            <video
+              v-if="layer.backdrop.type === 'video'"
+              :ref="pauseIfReduced"
+              :src="layer.backdrop.src"
+              :poster="layer.backdrop.poster"
+              :aria-label="layer.backdrop.alt"
+              :aria-hidden="layer.backdrop.alt ? undefined : true"
+              :autoplay="!reduceMotion"
+              loop
+              muted
+              playsinline
+              preload="metadata"
+              :class="layer.class"
+            />
+            <img
+              v-else
+              :src="layer.backdrop.src"
+              :alt="layer.backdrop.alt ?? ''"
+              fetchpriority="high"
+              decoding="async"
+              :class="layer.class"
+            />
+          </template>
+        </template>
+      </slot>
+
+      <div
+        class="relative flex flex-col justify-center px-0 pt-6 pb-8 lg:min-h-176 lg:px-16 lg:py-24"
+      >
+        <div class="relative w-full max-w-xl">
+          <div
+            aria-hidden="true"
+            class="pointer-events-none absolute -inset-12 hidden backdrop-blur-md lg:-inset-16 lg:block"
+            :style="scrimStyle"
+          />
+
+          <div class="relative">
+            <ProductHeroBadge
+              v-if="badgeText"
+              :text="badgeText"
+              :logo-src="badgeLogoSrc"
+              :logo-alt="badgeLogoAlt"
+            />
+
+            <h1
+              class="mt-10 text-4xl/tight font-light tracking-tight whitespace-pre-line text-primary-comfy-canvas lg:text-6xl/tight lg:text-primary-comfy-ink"
+            >
+              {{ title }}
+            </h1>
+
+            <p
+              v-if="subtitle"
+              class="mt-8 max-w-md text-base text-primary-comfy-canvas lg:text-lg lg:text-primary-comfy-ink"
+            >
+              {{ subtitle }}
+            </p>
+
+            <p
+              v-if="footnote"
+              class="mt-10 text-sm text-primary-comfy-canvas lg:text-primary-comfy-ink"
+            >
+              {{ footnote }}
+            </p>
+
+            <slot />
+          </div>
+        </div>
+      </div>
+    </div>
+  </section>
+</template>

apps/website/src/components/common/JsonLdGraph.astro

@@ -0,0 +1,12 @@
+---
+import type { JsonLdGraph } from '../../utils/jsonLd'
+import { escapeJsonLd } from '../../utils/escapeJsonLd'
+
+interface Props {
+  graph: JsonLdGraph
+}
+
+const { graph } = Astro.props
+---
+
+<script is:inline type="application/ld+json" set:html={escapeJsonLd(graph)} />

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

@@ -1,6 +1,7 @@
 <script setup lang="ts">
 import type { Locale, TranslationKey } from '../../i18n/translations'
 
+import { localizeHref } from '../../config/routes'
 import { t } from '../../i18n/translations'
 
 const {
@@ -15,8 +16,7 @@ const {
   locale?: Locale
 }>()
 
-const localePrefix = locale === 'en' ? '' : `/${locale}`
-const nextHref = `${localePrefix}/demos/${nextSlug}`
+const nextHref = localizeHref(`/demos/${nextSlug}`, locale)
 </script>
 
 <template>

apps/website/src/components/ui/copyable-field/CopyableField.vue

@@ -1,7 +1,10 @@
 <script setup lang="ts">
+import { cn } from '@comfyorg/tailwind-utils'
 import { Check, Copy } from '@lucide/vue'
 import { useClipboard } from '@vueuse/core'
 
+import { computed } from 'vue'
+
 // Interactive: the copy button is inert until its host island is hydrated.
 // Render under a `client:*` directive (e.g. `client:visible`) when the page
 // needs it to work.
@@ -11,6 +14,8 @@ const {
   copiedLabel = 'Copied'
 } = defineProps<{ value: string; copyLabel?: string; copiedLabel?: string }>()
 
+const multiline = computed(() => value.includes('\n'))
+
 const { copy, copied } = useClipboard({ copiedDuring: 2000 })
 
 function handleCopy() {
@@ -20,15 +25,32 @@ function handleCopy() {
 
 <template>
   <div
-    class="bg-transparency-white-t4 border-primary-warm-gray flex items-center gap-2 rounded-xl border px-4 py-3"
+    :class="
+      cn(
+        'bg-transparency-white-t4 border-primary-warm-gray flex gap-2 rounded-xl border px-4 py-3',
+        multiline ? 'items-start' : 'items-center'
+      )
+    "
   >
-    <span class="flex-1 truncate font-mono text-xs text-primary-comfy-canvas">
+    <span
+      :class="
+        cn(
+          'flex-1 font-mono text-xs text-primary-comfy-canvas',
+          multiline ? 'wrap-break-word whitespace-pre-line' : 'truncate'
+        )
+      "
+    >
       {{ value }}
     </span>
     <button
       type="button"
       :aria-label="copied ? copiedLabel : copyLabel"
-      class="text-primary-warm-gray shrink-0 cursor-pointer transition-colors hover:text-primary-comfy-canvas"
+      :class="
+        cn(
+          'text-primary-warm-gray shrink-0 cursor-pointer transition-colors hover:text-primary-comfy-canvas',
+          multiline && 'mt-0.5'
+        )
+      "
       @click="handleCopy"
     >
       <component :is="copied ? Check : Copy" class="size-4" />

apps/website/src/composables/useCurrentPath.test.ts

@@ -0,0 +1,31 @@
+import { describe, expect, it } from 'vitest'
+
+import { isHrefActive } from './useCurrentPath'
+
+describe('isHrefActive', () => {
+  it('matches the current page', () => {
+    expect(isHrefActive('/mcp', '/mcp')).toBe(true)
+  })
+
+  it('does not match other pages', () => {
+    expect(isHrefActive('/mcp', '/pricing')).toBe(false)
+  })
+
+  it('matches regardless of a trailing slash', () => {
+    expect(isHrefActive('/mcp', '/mcp/')).toBe(true)
+  })
+
+  it('ignores query and hash on the href', () => {
+    expect(isHrefActive('/mcp?ref=banner#setup', '/mcp')).toBe(true)
+  })
+
+  it('never matches an external href', () => {
+    expect(
+      isHrefActive('https://docs.comfy.org/agent-tools/cloud', '/mcp')
+    ).toBe(false)
+  })
+
+  it('never matches an empty href', () => {
+    expect(isHrefActive('', '/mcp')).toBe(false)
+  })
+})

apps/website/src/config/banner.ts

@@ -3,6 +3,7 @@ import type { Locale, TranslationKey } from '../i18n/translations'
 
 import { t } from '../i18n/translations'
 import { resolveRel } from '../utils/cta'
+import { localizeHref } from './routes'
 
 // The banner "CMS": a single typed config resolved through i18n at build time.
 // `isActive` is the master on/off switch (supersedes the old SHOW_ANNOUNCEMENT_BANNER).
@@ -73,7 +74,7 @@ export function getBannerData(
       : undefined,
     link: link
       ? {
-          href: link.href,
+          href: localizeHref(link.href, locale),
           title: t(link.titleKey, locale),
           target,
           rel: resolveRel({ target: target ?? '_self' }),

apps/website/src/config/pricing.ts

@@ -0,0 +1,53 @@
+import { t } from '../i18n/translations'
+import type { Locale, TranslationKey } from '../i18n/translations'
+import { externalLinks } from './routes'
+
+interface PricingTier {
+  slug: string
+  labelKey: TranslationKey
+  priceKey: TranslationKey
+}
+
+const tiers: PricingTier[] = [
+  {
+    slug: 'standard',
+    labelKey: 'pricing.plan.standard.label',
+    priceKey: 'pricing.plan.standard.price'
+  },
+  {
+    slug: 'creator',
+    labelKey: 'pricing.plan.creator.label',
+    priceKey: 'pricing.plan.creator.price'
+  },
+  {
+    slug: 'pro',
+    labelKey: 'pricing.plan.pro.label',
+    priceKey: 'pricing.plan.pro.price'
+  }
+]
+
+export interface PricingOffer {
+  name: string
+  price: string
+  url: string
+}
+
+export function pricingOffers(locale: Locale): PricingOffer[] {
+  return tiers.flatMap((tier) => {
+    const display = t(tier.priceKey, locale).trim()
+    const match = /^\$(\d+(?:\.\d+)?)$/.exec(display)
+    if (!match) {
+      console.warn(
+        `pricingOffers: skipping tier "${tier.slug}" (${locale}) — price "${display}" is not a plain USD amount`
+      )
+      return []
+    }
+    return [
+      {
+        name: t(tier.labelKey, locale),
+        price: match[1],
+        url: `${externalLinks.cloud}/cloud/subscribe?tier=${tier.slug}&cycle=monthly`
+      }
+    ]
+  })
+}

apps/website/src/config/routes.test.ts

@@ -0,0 +1,23 @@
+import { describe, expect, it } from 'vitest'
+
+import { localizeHref } from './routes'
+
+describe('localizeHref', () => {
+  it('prefixes an internal path for a non-default locale', () => {
+    expect(localizeHref('/mcp', 'zh-CN')).toBe('/zh-CN/mcp')
+  })
+
+  it('leaves the default locale unprefixed', () => {
+    expect(localizeHref('/mcp', 'en')).toBe('/mcp')
+  })
+
+  it('passes external URLs through unchanged', () => {
+    expect(
+      localizeHref('https://docs.comfy.org/agent-tools/cloud', 'zh-CN')
+    ).toBe('https://docs.comfy.org/agent-tools/cloud')
+  })
+
+  it('never prefixes locale-invariant routes', () => {
+    expect(localizeHref('/terms-of-service', 'zh-CN')).toBe('/terms-of-service')
+  })
+})

apps/website/src/config/routes.ts

@@ -47,13 +47,26 @@ const LOCALE_INVARIANT_ROUTE_KEYS = new Set<keyof Routes>([
   'enterpriseMsa'
 ])
 
+const LOCALE_INVARIANT_PATHS = new Set<string>(
+  [...LOCALE_INVARIANT_ROUTE_KEYS].map((key) => baseRoutes[key])
+)
+
+/**
+ * Prefix an internal path with the locale (`/mcp` → `/zh-CN/mcp`). External
+ * URLs and locale-invariant routes pass through unchanged.
+ */
+export function localizeHref(href: string, locale: Locale = 'en'): string {
+  if (locale === 'en' || !href.startsWith('/')) return href
+  if (LOCALE_INVARIANT_PATHS.has(href)) return href
+  return `/${locale}${href}`
+}
+
 export function getRoutes(locale: Locale = 'en'): Routes {
   if (locale === 'en') return baseRoutes
-  const prefix = `/${locale}`
   return Object.fromEntries(
-    Object.entries(baseRoutes).map(([k, v]) => [
-      k,
-      LOCALE_INVARIANT_ROUTE_KEYS.has(k as keyof Routes) ? v : `${prefix}${v}`
+    Object.entries(baseRoutes).map(([key, path]) => [
+      key,
+      localizeHref(path, locale)
     ])
   ) as unknown as Routes
 }
@@ -69,15 +82,19 @@ export const externalLinks = {
   docsApi: 'https://docs.comfy.org/development/cloud/overview#quick-start',
   docsMcp: 'https://docs.comfy.org/agent-tools/cloud',
   docsSubscription: 'https://docs.comfy.org/support/subscription/subscribing',
+  g2ComfyUi: 'https://www.g2.com/products/comfyui',
   github: 'https://github.com/Comfy-Org/ComfyUI',
   githubInstall: 'https://github.com/Comfy-Org/ComfyUI#installing',
   instagram: 'https://www.instagram.com/comfyui/',
-  mcpServer: 'https://cloud.comfy.org/mcp',
+  linkedin: 'https://www.linkedin.com/company/comfyui',
   mcpSkills: 'https://github.com/Comfy-Org/comfy-skills',
   platform: 'https://platform.comfy.org',
   platformUsage: 'https://platform.comfy.org/profile/usage',
   reddit: 'https://www.reddit.com/r/comfyui/',
   support: 'https://support.comfy.org/hc/en-us',
+  wikidataComfyOrg: 'https://www.wikidata.org/wiki/Q130598554',
+  wikidataComfyUi: 'https://www.wikidata.org/wiki/Q127798647',
+  wikipediaComfyUi: 'https://en.wikipedia.org/wiki/ComfyUI',
   workflows: 'https://comfy.org/workflows',
   x: 'https://x.com/ComfyUI',
   youtube: 'https://www.youtube.com/@ComfyOrg'

apps/website/src/data/drops.ts

@@ -72,6 +72,24 @@ export const drops: readonly Drop[] = [
       href: { en: '/download', 'zh-CN': '/zh-CN/download' }
     }
   },
+  {
+    id: 'comfy-mcp',
+    badge: NEW_BADGE,
+    category: CLOUD,
+    media: imageFor('Drops_2x2card_MCP.jpg', {
+      en: 'Comfy MCP',
+      'zh-CN': 'Comfy MCP'
+    }),
+    title: { en: 'Comfy MCP', 'zh-CN': 'Comfy MCP' },
+    description: {
+      en: 'The full power of ComfyUI from anywhere — no setup, no GPU required.',
+      'zh-CN': '随时随地体验 ComfyUI 的全部能力 — 无需配置，无需 GPU。'
+    },
+    cta: {
+      label: EXPLORE,
+      href: { en: '/mcp', 'zh-CN': '/zh-CN/mcp' }
+    }
+  },
   {
     id: 'app-mode',
     badge: NEW_BADGE,
@@ -112,24 +130,6 @@ export const drops: readonly Drop[] = [
       href: { en: '/api', 'zh-CN': '/zh-CN/api' }
     }
   },
-  {
-    id: 'comfy-mcp',
-    badge: NEW_BADGE,
-    category: CLOUD,
-    media: imageFor('Drops_2x2card_MCP.jpg', {
-      en: 'Comfy MCP',
-      'zh-CN': 'Comfy MCP'
-    }),
-    title: { en: 'Comfy MCP', 'zh-CN': 'Comfy MCP' },
-    description: {
-      en: 'The full power of ComfyUI from anywhere — no setup, no GPU required.',
-      'zh-CN': '随时随地体验 ComfyUI 的全部能力 — 无需配置，无需 GPU。'
-    },
-    cta: {
-      label: EXPLORE,
-      href: { en: '/mcp', 'zh-CN': '/zh-CN/mcp' }
-    }
-  },
   {
     id: 'community-workflows',
     category: COMMUNITY,

apps/website/src/i18n/translations.ts

@@ -1872,6 +1872,10 @@ const translations = {
     en: 'VIEW DOCS',
     'zh-CN': '查看文档'
   },
+  'mcp.hero.installMcp': {
+    en: 'INSTALL MCP',
+    'zh-CN': '安装 MCP'
+  },
   'mcp.hero.runWorkflow': {
     en: 'RUN A WORKFLOW',
     'zh-CN': '运行工作流'
@@ -1909,21 +1913,27 @@ const translations = {
   },
   'mcp.setup.step1.label': { en: 'STEP 1', 'zh-CN': '第 1 步' },
   'mcp.setup.step1.title': {
-    en: 'Copy the MCP URL',
-    'zh-CN': '复制 MCP URL'
+    en: 'Ask your agent to install Comfy MCP',
+    'zh-CN': '让你的智能体安装 Comfy MCP'
+  },
+  'mcp.setup.step1.command': {
+    en: 'Help me install Comfy MCP.\nFollow the setup guide at {url}',
+    'zh-CN': '帮我安装 Comfy MCP。\n请按照 {url} 上的设置指南操作。'
   },
   'mcp.setup.step1.description': {
-    en: "Click the copy button below. You'll paste it into your client in the next step.",
-    'zh-CN': '点击下方的复制按钮，下一步将其粘贴到你的客户端中。'
+    en: 'Paste this into Claude, Cursor, Codex, or any MCP-compatible agent. It reads the docs and adds the connector for you.',
+    'zh-CN':
+      '将它粘贴到 Claude、Cursor、Codex 或任意兼容 MCP 的智能体中。它会读取文档并为你添加连接器。'
   },
   'mcp.setup.step2.label': { en: 'STEP 2', 'zh-CN': '第 2 步' },
   'mcp.setup.step2.title': {
-    en: 'Add the connector',
-    'zh-CN': '添加连接器'
+    en: 'Or add it by hand',
+    'zh-CN': '或手动添加'
   },
   'mcp.setup.step2.description': {
-    en: 'Name it Comfy Cloud and paste the URL. The docs below cover every client.',
-    'zh-CN': '将其命名为 Comfy Cloud 并粘贴 URL。下方文档涵盖各类客户端。'
+    en: 'Prefer manual setup? Add Comfy Cloud as a custom connector with the MCP URL. The docs cover every client.',
+    'zh-CN':
+      '想手动配置？用 MCP URL 将 Comfy Cloud 添加为自定义连接器。文档涵盖各类客户端。'
   },
   'mcp.setup.step2.cta': {
     en: 'COMFY CLOUD MCP DOCS',
@@ -2180,6 +2190,13 @@ const translations = {
   'nav.ctaCloudPrefix': { en: 'LAUNCH', 'zh-CN': '启动' },
   'nav.ctaCloudCore': { en: 'CLOUD', 'zh-CN': '云端' },
   'nav.home': { en: 'Comfy home', 'zh-CN': 'Comfy 首页' },
+  'breadcrumb.home': { en: 'Home', 'zh-CN': '首页' },
+  'breadcrumb.about': { en: 'About Us', 'zh-CN': '关于我们' },
+  'breadcrumb.contact': { en: 'Contact', 'zh-CN': '联系我们' },
+  'breadcrumb.download': { en: 'Download', 'zh-CN': '下载' },
+  'breadcrumb.careers': { en: 'Careers', 'zh-CN': '招聘' },
+  'breadcrumb.pricing': { en: 'Pricing', 'zh-CN': '定价' },
+  'breadcrumb.supportedNodes': { en: 'Supported Nodes', 'zh-CN': '支持的节点' },
   'nav.menu': { en: 'Menu', 'zh-CN': '菜单' },
   'nav.toggleMenu': { en: 'Toggle menu', 'zh-CN': '切换菜单' },
   'nav.close': { en: 'Close', 'zh-CN': '关闭' },
@@ -4051,7 +4068,6 @@ const translations = {
     en: 'This page is being redesigned. Check back soon.',
     'zh-CN': '此页面正在重新设计中，请稍后再来。'
   },
-  'demos.breadcrumb.home': { en: 'Home', 'zh-CN': '首页' },
   'demos.breadcrumb.demos': { en: 'Demos', 'zh-CN': '演示' },
 
   'customers.story.whatsNext': {
@@ -4147,10 +4163,6 @@ const translations = {
     en: "Run the world's leading AI models in ComfyUI",
     'zh-CN': '在 ComfyUI 中运行世界领先的 AI 模型'
   },
-  'models.breadcrumb.home': {
-    en: 'Home',
-    'zh-CN': '首页'
-  },
   'models.breadcrumb.models': {
     en: 'Supported Models',
     'zh-CN': '支持的模型'

apps/website/src/layouts/BaseLayout.astro

@@ -7,14 +7,17 @@ import SiteFooter from '../components/common/SiteFooter.vue'
 import HeaderMain from '../components/common/HeaderMain/HeaderMain.vue'
 import AnnouncementBanner from '../templates/drops/AnnouncementBanner.vue'
 import { bannerConfig, getBannerData } from '../config/banner'
+import { isHrefActive } from '../composables/useCurrentPath'
 import {
   BANNER_DISMISS_ATTR,
   BANNER_STORAGE_KEY,
   createBannerVersion,
   evaluateBannerVisibility
 } from '../utils/banner'
-import { escapeJsonLd } from '../utils/escapeJsonLd'
 import { fetchGitHubStars, formatStarCount } from '../utils/github'
+import { buildPageGraph, pageContext } from '../utils/jsonLd'
+import type { Crumb, JsonLdNode, WebPageType } from '../utils/jsonLd'
+import JsonLdGraph from '../components/common/JsonLdGraph.astro'
 
 interface Props {
   title: string
@@ -22,6 +25,10 @@ interface Props {
   keywords?: string[]
   ogImage?: string
   noindex?: boolean
+  pageType?: WebPageType
+  breadcrumbs?: Crumb[]
+  mainEntityId?: string
+  extraJsonLd?: (JsonLdNode | null | undefined)[]
 }
 
 const {
@@ -30,52 +37,54 @@ const {
   keywords,
   ogImage = 'https://media.comfy.org/website/comfy.webp',
   noindex = false,
+  pageType,
+  breadcrumbs,
+  mainEntityId,
+  extraJsonLd,
 } = Astro.props
 
 const keywordsContent = keywords && keywords.length > 0 ? keywords.join(', ') : undefined
 
-const siteBase = Astro.site ?? 'https://comfy.org'
-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 { siteUrl, locale, url } = pageContext(
+  Astro.site,
+  Astro.url.pathname,
+  Astro.currentLocale,
+)
+const canonicalURL = new URL(url)
+const ogImageURL = new URL(ogImage, Astro.site ?? 'https://comfy.org')
 const rawStars = await fetchGitHubStars('Comfy-Org', 'ComfyUI')
 const githubStars = rawStars ? formatStarCount(rawStars) : ''
 
 // Announcement banner — build-time visibility gate + content-hash version key.
+// A promo never advertises the page you are already on, so the banner is
+// suppressed when its CTA points at the current path.
 const bannerData = getBannerData(bannerConfig, locale)
-const bannerVisible = evaluateBannerVisibility(bannerConfig, {
-  currentLocale: locale,
-  currentSection: 'sitewide',
-  now: new Date(),
-})
+const bannerVisible =
+  evaluateBannerVisibility(bannerConfig, {
+    currentLocale: locale,
+    currentSection: 'sitewide',
+    now: new Date(),
+  }) && !isHrefActive(bannerData.link?.href ?? '', Astro.url.pathname)
 const bannerVersion = createBannerVersion(bannerData, locale)
 
 const gtmId = 'GTM-NP9JM6K7'
 const gtmEnabled = import.meta.env.PROD
 
-const organizationJsonLd = {
-  '@context': 'https://schema.org',
-  '@type': 'Organization',
-  name: 'Comfy Org',
-  url: 'https://comfy.org',
-  logo: 'https://comfy.org/icons/logomark.svg',
-  sameAs: [
-    'https://github.com/comfyanonymous/ComfyUI',
-    'https://discord.gg/comfyorg',
-    'https://x.com/comaboratory',
-    'https://reddit.com/r/comfyui',
-    'https://linkedin.com/company/comfyorg',
-    'https://instagram.com/comfyorg',
-  ],
-}
-
-const websiteJsonLd = {
-  '@context': 'https://schema.org',
-  '@type': 'WebSite',
-  name: 'Comfy',
-  url: 'https://comfy.org',
-}
+const structuredData = noindex
+  ? undefined
+  : buildPageGraph(
+      { siteUrl, locale },
+      {
+        url,
+        name: title,
+        description,
+        imageUrl: ogImageURL.href,
+        type: pageType,
+        crumbs: breadcrumbs,
+        mainEntityId,
+      },
+      ...(extraJsonLd ?? []),
+    )
 ---
 
 <!doctype html>
@@ -117,10 +126,7 @@ const websiteJsonLd = {
     <meta name="twitter:image" content={ogImageURL.href} />
 
     <!-- Structured Data -->
-    <script is:inline type="application/ld+json" set:html={escapeJsonLd(organizationJsonLd)} />
-    <script is:inline type="application/ld+json" set:html={escapeJsonLd(websiteJsonLd)} />
-    <slot name="head" />
-
+    {structuredData && <JsonLdGraph graph={structuredData} />}
     <slot name="head" />
 
     <!-- Google Tag Manager -->
@@ -140,7 +146,6 @@ const websiteJsonLd = {
     )}
 
     <ClientRouter />
-    <slot name="head" />
 
     <!-- Hide an already-dismissed announcement banner before first paint (no flash/shift). -->
     {bannerVisible && (

apps/website/src/pages/about.astro

@@ -5,9 +5,25 @@ import StorySection from '../components/about/StorySection.vue'
 import OurValuesSection from '../components/about/OurValuesSection.vue'
 import ValuesSection from '../components/about/ValuesSection.vue'
 import CareersSection from '../components/about/CareersSection.vue'
+import { t } from '../i18n/translations'
+import { absoluteUrl, organizationId, pageContext } from '../utils/jsonLd'
+
+const { siteUrl, locale } = pageContext(
+  Astro.site,
+  Astro.url.pathname,
+  Astro.currentLocale,
+)
 ---
 
-<BaseLayout title="About Us — Comfy">
+<BaseLayout
+  title="About Us — Comfy"
+  pageType="AboutPage"
+  mainEntityId={organizationId(siteUrl)}
+  breadcrumbs={[
+    { name: t('breadcrumb.home', locale), url: absoluteUrl(Astro.site, '/') },
+    { name: t('breadcrumb.about', locale) },
+  ]}
+>
   <HeroSection client:load />
   <StorySection />
   <OurValuesSection />

apps/website/src/pages/affiliates/index.astro

@@ -9,34 +9,36 @@ import HeroSection from '../../templates/affiliate/HeroSection.vue'
 import HowItWorksSection from '../../templates/affiliate/HowItWorksSection.vue'
 import { affiliateFaqs } from '../../data/affiliateFaq'
 import { t } from '../../i18n/translations'
+import type { JsonLdNode } from '../../utils/jsonLd'
+import { absoluteUrl, jsonLdId, pageContext } from '../../utils/jsonLd'
 
-const locale = 'en' as const
-
-const faqJsonLd = {
-  '@context': 'https://schema.org',
+const pageTitle = t('affiliate.page.title', 'en')
+const pageDescription = t('affiliate.page.description', 'en')
+const { locale, url } = pageContext(
+  Astro.site,
+  Astro.url.pathname,
+  Astro.currentLocale,
+)
+const faqPage: JsonLdNode = {
   '@type': 'FAQPage',
+  '@id': jsonLdId(url, 'faq'),
   mainEntity: affiliateFaqs.map((faq) => ({
     '@type': 'Question',
     name: faq.question[locale],
-    acceptedAnswer: {
-      '@type': 'Answer',
-      text: faq.answer[locale]
-    }
-  }))
+    acceptedAnswer: { '@type': 'Answer', text: faq.answer[locale] },
+  })),
 }
 ---
 
 <BaseLayout
-  title={t('affiliate.page.title', locale)}
-  description={t('affiliate.page.description', locale)}
+  title={pageTitle}
+  description={pageDescription}
+  breadcrumbs={[
+    { name: t('breadcrumb.home', locale), url: absoluteUrl(Astro.site, '/') },
+    { name: pageTitle },
+  ]}
+  extraJsonLd={[faqPage]}
 >
-  <Fragment slot="head">
-    <script
-      is:inline
-      type="application/ld+json"
-      set:html={JSON.stringify(faqJsonLd)}
-    />
-  </Fragment>
 
   <HeroSection />
   <HowItWorksSection />

apps/website/src/pages/careers.astro

@@ -7,6 +7,13 @@ import TeamPhotosSection from '../components/careers/TeamPhotosSection.vue'
 import FAQSection from '../components/common/FAQSection.vue'
 import { fetchRolesForBuild } from '../utils/ashby'
 import { reportAshbyOutcome } from '../utils/ashby.ci'
+import { t } from '../i18n/translations'
+import {
+  absoluteUrl,
+  itemListNode,
+  jsonLdId,
+  pageContext,
+} from '../utils/jsonLd'
 
 const outcome = await fetchRolesForBuild()
 reportAshbyOutcome(outcome)
@@ -19,11 +26,31 @@ if (outcome.status === 'failed') {
 }
 
 const departments = outcome.snapshot.departments
+
+const { siteUrl, locale, url } = pageContext(
+  Astro.site,
+  Astro.url.pathname,
+  Astro.currentLocale,
+)
+const roles = itemListNode(
+  url,
+  t('breadcrumb.careers', locale),
+  departments.flatMap((department) =>
+    department.roles.map((role) => ({ name: role.title, url: role.jobUrl })),
+  ),
+)
 ---
 
 <BaseLayout
   title="Careers — Comfy"
   description="Join the team building the operating system for generative AI. Open roles in engineering, design, marketing, and more."
+  pageType="CollectionPage"
+  mainEntityId={jsonLdId(url, 'itemlist')}
+  breadcrumbs={[
+    { name: t('breadcrumb.home', locale), url: absoluteUrl(Astro.site, '/') },
+    { name: t('breadcrumb.careers', locale) },
+  ]}
+  extraJsonLd={[roles]}
 >
   <HeroSection />
   <RolesSection departments={departments} client:visible />

apps/website/src/pages/cloud/pricing.astro

@@ -2,9 +2,41 @@
 import BaseLayout from '../../layouts/BaseLayout.astro'
 import PriceSection from '../../components/pricing/PriceSection.vue'
 import WhatsIncludedSection from '../../components/pricing/WhatsIncludedSection.vue'
+import { pricingOffers } from '../../config/pricing'
+import { t } from '../../i18n/translations'
+import {
+  absoluteUrl,
+  jsonLdId,
+  pageContext,
+  productNode,
+} from '../../utils/jsonLd'
+
+const { siteUrl, locale, url } = pageContext(
+  Astro.site,
+  Astro.url.pathname,
+  Astro.currentLocale,
+)
+const productId = jsonLdId(url, 'product')
 ---
 
-<BaseLayout title="Pricing — Comfy Cloud">
+<BaseLayout
+  title="Pricing — Comfy Cloud"
+  mainEntityId={productId}
+  breadcrumbs={[
+    { name: t('breadcrumb.home', locale), url: absoluteUrl(Astro.site, '/') },
+    { name: 'Comfy Cloud', url: absoluteUrl(Astro.site, '/cloud') },
+    { name: t('breadcrumb.pricing', locale) },
+  ]}
+  extraJsonLd={[
+    productNode({
+      siteUrl,
+      id: productId,
+      name: 'Comfy Cloud',
+      url,
+      offers: pricingOffers(locale),
+    }),
+  ]}
+>
   <PriceSection client:load />
   <WhatsIncludedSection />
 </BaseLayout>

apps/website/src/pages/cloud/supported-nodes.astro

@@ -4,39 +4,44 @@ import HeroSection from '../../components/cloud-nodes/HeroSection.vue'
 import PackGridSection from '../../components/cloud-nodes/PackGridSection.vue'
 import { t } from '../../i18n/translations'
 import { loadPacksForBuild } from '../../utils/cloudNodes.build'
-import { escapeJsonLd } from '../../utils/escapeJsonLd'
+import {
+  absoluteUrl,
+  itemListNode,
+  jsonLdId,
+  pageContext,
+} from '../../utils/jsonLd'
 
 const packs = await loadPacksForBuild()
 
-const siteBase = Astro.site ?? new URL('https://comfy.org')
-const pageUrl = new URL('/cloud/supported-nodes', siteBase).href
-
-const itemListJsonLd = {
-  '@context': 'https://schema.org',
-  '@type': 'ItemList',
-  name: 'Custom-node packs supported on Comfy Cloud',
-  url: pageUrl,
-  numberOfItems: packs.length,
-  itemListElement: packs.map((pack, index) => ({
-    '@type': 'ListItem',
-    position: index + 1,
-    url: new URL(`/cloud/supported-nodes/${pack.id}`, siteBase).href,
+const title = t('cloudNodes.meta.title', 'en')
+const description = t('cloudNodes.meta.description', 'en')
+const { url, locale } = pageContext(
+  Astro.site,
+  Astro.url.pathname,
+  Astro.currentLocale,
+)
+const packList = itemListNode(
+  url,
+  title,
+  packs.map((pack) => ({
     name: pack.displayName,
-    image: pack.bannerUrl || pack.iconUrl
-  }))
-}
+    url: absoluteUrl(Astro.site, `/cloud/supported-nodes/${pack.id}`),
+  })),
+)
 ---
 
 <BaseLayout
-  title={t('cloudNodes.meta.title', 'en')}
-  description={t('cloudNodes.meta.description', 'en')}
+  title={title}
+  description={description}
+  pageType="CollectionPage"
+  mainEntityId={jsonLdId(url, 'itemlist')}
+  breadcrumbs={[
+    { name: t('breadcrumb.home', locale), url: absoluteUrl(Astro.site, '/') },
+    { name: 'Comfy Cloud', url: absoluteUrl(Astro.site, '/cloud') },
+    { name: t('breadcrumb.supportedNodes', locale) },
+  ]}
+  extraJsonLd={[packList]}
 >
-  <script
-    is:inline
-    slot="head"
-    type="application/ld+json"
-    set:html={escapeJsonLd(itemListJsonLd)}
-  />
   <HeroSection client:visible />
   <PackGridSection packs={packs} client:visible />
 </BaseLayout>

apps/website/src/pages/cloud/supported-nodes/[pack].astro

@@ -7,7 +7,12 @@ import PackDetail from '../../../components/cloud-nodes/PackDetail.vue'
 import BaseLayout from '../../../layouts/BaseLayout.astro'
 import { t } from '../../../i18n/translations'
 import { loadPacksForBuild } from '../../../utils/cloudNodes.build'
-import { escapeJsonLd } from '../../../utils/escapeJsonLd'
+import {
+  absoluteUrl,
+  jsonLdId,
+  pageContext,
+  softwareApplicationNode,
+} from '../../../utils/jsonLd'
 
 export const getStaticPaths: GetStaticPaths = async () => {
   const packs = await loadPacksForBuild()
@@ -29,35 +34,45 @@ const metaDescription = t('cloudNodes.detail.metaDescription', 'en')
   .replace('{nodeCount}', String(pack.nodes.length))
   .replace('{description}', description)
 
-const siteBase = Astro.site ?? new URL('https://comfy.org')
-const pageUrl = new URL(`/cloud/supported-nodes/${pack.id}`, siteBase).href
-
-const softwareJsonLd = {
-  '@context': 'https://schema.org',
-  '@type': 'SoftwareApplication',
+const { siteUrl, locale, url } = pageContext(
+  Astro.site,
+  Astro.url.pathname,
+  Astro.currentLocale,
+)
+const softwareId = jsonLdId(url, 'software')
+const software = softwareApplicationNode({
+  siteUrl,
+  id: softwareId,
   name: pack.displayName,
+  url,
   applicationCategory: 'DeveloperApplication',
   applicationSubCategory: 'ComfyUI custom-node pack',
   operatingSystem: 'Comfy Cloud (managed)',
-  url: pageUrl,
-  description,
+  description: pack.description || undefined,
   image: pack.bannerUrl || pack.iconUrl,
   softwareVersion: pack.latestVersion,
   license: pack.license,
   codeRepository: pack.repoUrl,
-  author: pack.publisher?.name
-    ? { '@type': 'Person', name: pack.publisher.name }
-    : undefined,
-  offers: { '@type': 'Offer', price: 0, priceCurrency: 'USD' }
-}
+  authorName: pack.publisher?.name,
+  isFree: true,
+})
 ---
 
-<BaseLayout title={title} description={metaDescription} ogImage={pack.bannerUrl}>
-  <script
-    is:inline
-    slot="head"
-    type="application/ld+json"
-    set:html={escapeJsonLd(softwareJsonLd)}
-  />
+<BaseLayout
+  title={title}
+  description={metaDescription}
+  ogImage={pack.bannerUrl}
+  mainEntityId={softwareId}
+  breadcrumbs={[
+    { name: t('breadcrumb.home', locale), url: absoluteUrl(Astro.site, '/') },
+    { name: 'Comfy Cloud', url: absoluteUrl(Astro.site, '/cloud') },
+    {
+      name: t('breadcrumb.supportedNodes', locale),
+      url: absoluteUrl(Astro.site, '/cloud/supported-nodes'),
+    },
+    { name: pack.displayName },
+  ]}
+  extraJsonLd={[software]}
+>
   <PackDetail pack={pack} />
 </BaseLayout>

apps/website/src/pages/contact.astro

@@ -2,9 +2,25 @@
 import BaseLayout from '../layouts/BaseLayout.astro'
 import FormSection from '../components/contact/FormSection.vue'
 import SocialProofBarSection from '../components/common/SocialProofBarSection.vue'
+import { t } from '../i18n/translations'
+import { absoluteUrl, organizationId, pageContext } from '../utils/jsonLd'
+
+const { siteUrl, locale } = pageContext(
+  Astro.site,
+  Astro.url.pathname,
+  Astro.currentLocale,
+)
 ---
 
-<BaseLayout title="Contact — Comfy">
+<BaseLayout
+  title="Contact — Comfy"
+  pageType="ContactPage"
+  mainEntityId={organizationId(siteUrl)}
+  breadcrumbs={[
+    { name: t('breadcrumb.home', locale), url: absoluteUrl(Astro.site, '/') },
+    { name: t('breadcrumb.contact', locale) },
+  ]}
+>
   <FormSection client:load />
   <SocialProofBarSection />
 </BaseLayout>

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

@@ -7,6 +7,13 @@ import DemoTranscript from '../../components/demos/DemoTranscript.vue'
 import DemoNavSection from '../../components/demos/DemoNavSection.vue'
 import { demos, getDemoBySlug, getNextDemo } from '../../config/demos'
 import { t } from '../../i18n/translations'
+import type { JsonLdNode } from '../../utils/jsonLd'
+import {
+  absoluteUrl,
+  jsonLdId,
+  organizationId,
+  pageContext,
+} from '../../utils/jsonLd'
 
 export const getStaticPaths: GetStaticPaths = () => {
   return demos.map((demo) => ({
@@ -19,68 +26,34 @@ const demo = getDemoBySlug(slug as string)!
 const nextDemo = getNextDemo(slug as string)
 const title = t(demo.title)
 const description = t(demo.description)
-const canonicalURL = new URL(`/demos/${demo.slug}`, Astro.site)
 
-const howToJsonLd = {
-  '@context': 'https://schema.org',
-  '@type': 'HowTo',
-  name: title,
-  description,
-  image: new URL(demo.ogImage, Astro.site).href,
-  totalTime: demo.durationIso,
-  datePublished: demo.publishedDate,
-  dateModified: demo.modifiedDate,
-  author: {
-    '@type': 'Organization',
-    name: 'Comfy Org',
-    url: 'https://comfy.org'
-  }
-}
-
-const learningResourceJsonLd = {
-  '@context': 'https://schema.org',
-  '@type': 'LearningResource',
-  name: title,
-  description,
-  learningResourceType: 'interactive tutorial',
-  interactivityType: 'active',
-  educationalLevel: demo.difficulty === 'beginner'
+const { siteUrl, locale, url } = pageContext(
+  Astro.site,
+  Astro.url.pathname,
+  Astro.currentLocale,
+)
+const educationalLevel =
+  demo.difficulty === 'beginner'
     ? 'Beginner'
     : demo.difficulty === 'intermediate'
       ? 'Intermediate'
-      : 'Advanced',
-  url: canonicalURL.href,
+      : 'Advanced'
+const learningId = jsonLdId(url, 'learning')
+const learningResource: JsonLdNode = {
+  '@type': 'LearningResource',
+  '@id': learningId,
+  name: title,
+  description,
+  url,
+  image: new URL(demo.ogImage, Astro.site).href,
+  learningResourceType: 'interactive tutorial',
+  interactivityType: 'active',
+  educationalLevel,
+  timeRequired: demo.durationIso,
   datePublished: demo.publishedDate,
   dateModified: demo.modifiedDate,
-  author: {
-    '@type': 'Organization',
-    name: 'Comfy Org',
-    url: 'https://comfy.org'
-  }
-}
-
-const breadcrumbJsonLd = {
-  '@context': 'https://schema.org',
-  '@type': 'BreadcrumbList',
-  itemListElement: [
-    {
-      '@type': 'ListItem',
-      position: 1,
-      name: t('demos.breadcrumb.home'),
-      item: 'https://comfy.org'
-    },
-    {
-      '@type': 'ListItem',
-      position: 2,
-      name: t('demos.breadcrumb.demos'),
-      item: 'https://comfy.org/demos'
-    },
-    {
-      '@type': 'ListItem',
-      position: 3,
-      name: title
-    }
-  ]
+  isPartOf: { '@id': jsonLdId(url, 'webpage') },
+  author: { '@id': organizationId(siteUrl) },
 }
 ---
 
@@ -88,25 +61,20 @@ const breadcrumbJsonLd = {
   title={`${title} — Comfy`}
   description={description}
   ogImage={demo.ogImage}
+  mainEntityId={learningId}
+  breadcrumbs={[
+    { name: t('breadcrumb.home', locale), url: absoluteUrl(Astro.site, '/') },
+    {
+      name: t('demos.breadcrumb.demos', locale),
+      url: absoluteUrl(Astro.site, '/demos'),
+    },
+    { name: title },
+  ]}
+  extraJsonLd={[learningResource]}
 >
   <Fragment slot="head">
     <meta property="article:published_time" content={demo.publishedDate} />
     <meta property="article:modified_time" content={demo.modifiedDate} />
-    <script
-      is:inline
-      type="application/ld+json"
-      set:html={JSON.stringify(howToJsonLd)}
-    />
-    <script
-      is:inline
-      type="application/ld+json"
-      set:html={JSON.stringify(learningResourceJsonLd)}
-    />
-    <script
-      is:inline
-      type="application/ld+json"
-      set:html={JSON.stringify(breadcrumbJsonLd)}
-    />
     <link rel="preconnect" href="https://demo.arcade.software" />
   </Fragment>
 

apps/website/src/pages/download.astro

@@ -8,11 +8,29 @@ import EcoSystemSection from '../components/product/local/EcoSystemSection.vue'
 import ProductCardsSection from '../components/product/local/ProductCardsSection.vue'
 import FAQSection from '../components/product/local/FAQSection.vue'
 import { t } from '../i18n/translations'
+import {
+  absoluteUrl,
+  comfyUiApplicationNode,
+  comfyUiSoftwareId,
+  pageContext,
+} from '../utils/jsonLd'
+
+const { siteUrl, locale } = pageContext(
+  Astro.site,
+  Astro.url.pathname,
+  Astro.currentLocale,
+)
 ---
 
 <BaseLayout
   title="Download Comfy Desktop — Run AI on Your Hardware"
   description={t('download.hero.subtitle', 'en')}
+  mainEntityId={comfyUiSoftwareId(siteUrl)}
+  breadcrumbs={[
+    { name: t('breadcrumb.home', locale), url: absoluteUrl(Astro.site, '/') },
+    { name: t('breadcrumb.download', locale) },
+  ]}
+  extraJsonLd={[comfyUiApplicationNode(siteUrl)]}
   keywords={['comfyui app', 'comfyui desktop app', 'comfyui desktop', 'comfy ui application', 'comfyui download', 'download comfyui', 'comfyui windows', 'comfyui mac', 'comfyui linux']}
 >
   <CloudBannerSection />

apps/website/src/pages/index.astro

@@ -9,11 +9,28 @@ import CaseStudySpotlightSection from "../components/home/CaseStudySpotlightSect
 import GetStartedSection from "../components/home/GetStartedSection.vue";
 import BuildWhatSection from "../components/home/BuildWhatSection.vue";
 import { t } from "../i18n/translations";
+import {
+  comfyUiApplicationNode,
+  comfyUiSoftwareId,
+  comfyUiSourceCodeNode,
+  pageContext,
+} from "../utils/jsonLd";
+
+const { siteUrl } = pageContext(
+  Astro.site,
+  Astro.url.pathname,
+  Astro.currentLocale,
+);
 ---
 
 <BaseLayout
   title="Comfy — Professional Control of Visual AI"
   description={t("hero.subtitle", "en")}
+  mainEntityId={comfyUiSoftwareId(siteUrl)}
+  extraJsonLd={[
+    comfyUiApplicationNode(siteUrl),
+    comfyUiSourceCodeNode(siteUrl),
+  ]}
   keywords={[
     "comfyui app",
     "comfyui web app",

apps/website/src/pages/p/supported-models/[slug].astro

@@ -4,6 +4,13 @@ import BaseLayout from '../../../layouts/BaseLayout.astro'
 import ModelHeroSection from '../../../components/models/ModelHeroSection.vue'
 import { models, getModelBySlug } from '../../../config/models'
 import { t } from '../../../i18n/translations'
+import type { JsonLdNode } from '../../../utils/jsonLd'
+import {
+  absoluteUrl,
+  jsonLdId,
+  pageContext,
+  softwareApplicationNode,
+} from '../../../utils/jsonLd'
 
 export const getStaticPaths: GetStaticPaths = () => {
   return models.map((model) => ({
@@ -19,7 +26,6 @@ if (model.canonicalSlug) {
 }
 
 const { displayName } = model
-const canonicalURL = new URL(`/p/supported-models/${model.slug}`, Astro.site)
 
 const dirDescriptions: Record<string, string> = {
   diffusion_models: 'a diffusion model that generates images or video from text and image prompts',
@@ -40,55 +46,31 @@ const dirDescriptions: Record<string, string> = {
 const dirDesc = dirDescriptions[model.directory] ?? 'an AI model'
 const whatIsDescription = `${displayName} is ${dirDesc}. You can run it locally in ComfyUI with full control over every parameter, or access it through Comfy Cloud. ComfyUI's node-based workflow editor lets you connect ${displayName} with ControlNets, LoRAs, upscalers, and custom nodes to build any pipeline you need. There are ${model.workflowCount} community workflow templates using ${displayName} on Comfy Hub, ready to load and customize.`
 
-const softwareAppJsonLd = {
-  '@context': 'https://schema.org',
-  '@type': 'SoftwareApplication',
+const pageTitle = `${displayName} in ComfyUI`
+const pageDescription = `Run ${displayName} in ComfyUI with full parameter control. ${model.workflowCount} community workflow templates, step-by-step tutorials, and free local inference.`
+
+const { siteUrl, locale, url } = pageContext(
+  Astro.site,
+  Astro.url.pathname,
+  Astro.currentLocale,
+)
+const softwareId = jsonLdId(url, 'software')
+const software = softwareApplicationNode({
+  siteUrl,
+  id: softwareId,
   name: displayName,
+  url,
   applicationCategory: 'MultimediaApplication',
   operatingSystem: 'Any',
-  url: canonicalURL.href,
-  author: {
-    '@type': 'Organization',
-    name: 'Comfy Org',
-    url: 'https://comfy.org'
-  }
-}
-
-const breadcrumbJsonLd = {
-  '@context': 'https://schema.org',
-  '@type': 'BreadcrumbList',
-  itemListElement: [
-    {
-      '@type': 'ListItem',
-      position: 1,
-      name: t('models.breadcrumb.home'),
-      item: 'https://comfy.org'
-    },
-    {
-      '@type': 'ListItem',
-      position: 2,
-      name: t('models.breadcrumb.models'),
-      item: 'https://comfy.org/p/supported-models'
-    },
-    {
-      '@type': 'ListItem',
-      position: 3,
-      name: displayName
-    }
-  ]
-}
-
-const faqJsonLd = {
-  '@context': 'https://schema.org',
+})
+const faqPage: JsonLdNode = {
   '@type': 'FAQPage',
+  '@id': jsonLdId(url, 'faq'),
   mainEntity: [
     {
       '@type': 'Question',
       name: `What is ${displayName}?`,
-      acceptedAnswer: {
-        '@type': 'Answer',
-        text: whatIsDescription
-      }
+      acceptedAnswer: { '@type': 'Answer', text: whatIsDescription },
     },
     {
       '@type': 'Question',
@@ -97,54 +79,44 @@ const faqJsonLd = {
         '@type': 'Answer',
         text: model.docsUrl
           ? `Follow the step-by-step tutorial at ${model.docsUrl}. You can also load any of the ${model.workflowCount} community workflow templates that use ${displayName} directly in ComfyUI.`
-          : `Open ComfyUI and browse the ${model.workflowCount} community workflow templates that use ${displayName}. Load one as a starting point, then customize the nodes and parameters to fit your use case.`
-      }
+          : `Open ComfyUI and browse the ${model.workflowCount} community workflow templates that use ${displayName}. Load one as a starting point, then customize the nodes and parameters to fit your use case.`,
+      },
     },
     {
       '@type': 'Question',
       name: `How many ComfyUI workflows use ${displayName}?`,
       acceptedAnswer: {
         '@type': 'Answer',
-        text: `There are ${model.workflowCount} community workflow templates that use ${displayName} on Comfy Hub. Each template is ready to run in ComfyUI and can be customized to suit your project.`
-      }
+        text: `There are ${model.workflowCount} community workflow templates that use ${displayName} on Comfy Hub. Each template is ready to run in ComfyUI and can be customized to suit your project.`,
+      },
     },
     {
       '@type': 'Question',
       name: `Is ${displayName} free to use in ComfyUI?`,
       acceptedAnswer: {
         '@type': 'Answer',
-        text: `ComfyUI is free and open source. ${model.huggingFaceUrl ? `${displayName} weights are available to download from Hugging Face.` : `${displayName} is available as a cloud API through Comfy Cloud.`} You only pay for compute when running on Comfy Cloud; local inference on your own hardware is always free.`
-      }
-    }
-  ]
+        text: `ComfyUI is free and open source. ${model.huggingFaceUrl ? `${displayName} weights are available to download from Hugging Face.` : `${displayName} is available as a cloud API through Comfy Cloud.`} You only pay for compute when running on Comfy Cloud; local inference on your own hardware is always free.`,
+      },
+    },
+  ],
 }
-
-const pageTitle = `${displayName} in ComfyUI`
-const pageDescription = `Run ${displayName} in ComfyUI with full parameter control. ${model.workflowCount} community workflow templates, step-by-step tutorials, and free local inference.`
 ---
 
 <BaseLayout
   title={`${pageTitle} — Comfy`}
   description={pageDescription}
   ogImage={model.thumbnailUrl}
+  mainEntityId={softwareId}
+  breadcrumbs={[
+    { name: t('breadcrumb.home', locale), url: absoluteUrl(Astro.site, '/') },
+    {
+      name: t('models.breadcrumb.models', locale),
+      url: absoluteUrl(Astro.site, '/p/supported-models'),
+    },
+    { name: displayName },
+  ]}
+  extraJsonLd={[software, faqPage]}
 >
-  <Fragment slot="head">
-    <script
-      is:inline
-      type="application/ld+json"
-      set:html={JSON.stringify(softwareAppJsonLd)}
-    />
-    <script
-      is:inline
-      type="application/ld+json"
-      set:html={JSON.stringify(breadcrumbJsonLd)}
-    />
-    <script
-      is:inline
-      type="application/ld+json"
-      set:html={JSON.stringify(faqJsonLd)}
-    />
-  </Fragment>
 
   <ModelHeroSection
     displayName={displayName}

apps/website/src/pages/p/supported-models/index.astro

@@ -2,10 +2,29 @@
 import BaseLayout from '../../../layouts/BaseLayout.astro'
 import { models } from '../../../config/models'
 import { t } from '../../../i18n/translations'
+import {
+  absoluteUrl,
+  itemListNode,
+  jsonLdId,
+  pageContext,
+} from '../../../utils/jsonLd'
 
 const title = t('models.index.title')
 const subtitle = t('models.index.subtitle')
 
+const { url, locale } = pageContext(
+  Astro.site,
+  Astro.url.pathname,
+  Astro.currentLocale,
+)
+const modelList = itemListNode(
+  url,
+  title,
+  models.map((model) => ({
+    url: absoluteUrl(Astro.site, `/p/supported-models/${model.slug}`),
+  })),
+)
+
 const dirLabel: Record<string, string> = {
   diffusion_models: 'Diffusion',
   checkpoints: 'Checkpoint',
@@ -26,6 +45,13 @@ const dirLabel: Record<string, string> = {
 <BaseLayout
   title={`${title} — Comfy`}
   description={subtitle}
+  pageType="CollectionPage"
+  mainEntityId={jsonLdId(url, 'itemlist')}
+  breadcrumbs={[
+    { name: t('breadcrumb.home', locale), url: absoluteUrl(Astro.site, '/') },
+    { name: title },
+  ]}
+  extraJsonLd={[modelList]}
 >
   <div class="mx-auto max-w-7xl px-6 py-16 lg:px-8 lg:py-24">
     <header class="mb-12">

apps/website/src/pages/zh-CN/about.astro

@@ -5,9 +5,29 @@ import StorySection from '../../components/about/StorySection.vue'
 import OurValuesSection from '../../components/about/OurValuesSection.vue'
 import ValuesSection from '../../components/about/ValuesSection.vue'
 import CareersSection from '../../components/about/CareersSection.vue'
+import { t } from '../../i18n/translations'
+import { absoluteUrl, organizationId, pageContext } from '../../utils/jsonLd'
+
+const { siteUrl, locale } = pageContext(
+  Astro.site,
+  Astro.url.pathname,
+  Astro.currentLocale,
+)
 ---
 
-<BaseLayout title="关于我们 — Comfy" description="了解 ComfyUI 背后的团队和使命——开源的生成式 AI 平台。">
+<BaseLayout
+  title="关于我们 — Comfy"
+  description="了解 ComfyUI 背后的团队和使命——开源的生成式 AI 平台。"
+  pageType="AboutPage"
+  mainEntityId={organizationId(siteUrl)}
+  breadcrumbs={[
+    {
+      name: t('breadcrumb.home', locale),
+      url: absoluteUrl(Astro.site, '/zh-CN'),
+    },
+    { name: t('breadcrumb.about', locale) },
+  ]}
+>
   <HeroSection locale="zh-CN" client:load />
   <StorySection locale="zh-CN" />
   <OurValuesSection locale="zh-CN" />

apps/website/src/pages/zh-CN/careers.astro

@@ -7,6 +7,13 @@ import TeamPhotosSection from '../../components/careers/TeamPhotosSection.vue'
 import FAQSection from '../../components/common/FAQSection.vue'
 import { fetchRolesForBuild } from '../../utils/ashby'
 import { reportAshbyOutcome } from '../../utils/ashby.ci'
+import { t } from '../../i18n/translations'
+import {
+  absoluteUrl,
+  itemListNode,
+  jsonLdId,
+  pageContext,
+} from '../../utils/jsonLd'
 
 const outcome = await fetchRolesForBuild()
 reportAshbyOutcome(outcome)
@@ -19,11 +26,34 @@ if (outcome.status === 'failed') {
 }
 
 const departments = outcome.snapshot.departments
+
+const { siteUrl, locale, url } = pageContext(
+  Astro.site,
+  Astro.url.pathname,
+  Astro.currentLocale,
+)
+const roles = itemListNode(
+  url,
+  t('breadcrumb.careers', locale),
+  departments.flatMap((department) =>
+    department.roles.map((role) => ({ name: role.title, url: role.jobUrl })),
+  ),
+)
 ---
 
 <BaseLayout
   title="招聘 — Comfy"
   description="加入构建生成式 AI 操作系统的团队。工程、设计、市场营销等岗位开放招聘中。"
+  pageType="CollectionPage"
+  mainEntityId={jsonLdId(url, 'itemlist')}
+  breadcrumbs={[
+    {
+      name: t('breadcrumb.home', locale),
+      url: absoluteUrl(Astro.site, '/zh-CN'),
+    },
+    { name: t('breadcrumb.careers', locale) },
+  ]}
+  extraJsonLd={[roles]}
 >
   <HeroSection locale="zh-CN" />
   <RolesSection locale="zh-CN" departments={departments} client:visible />

apps/website/src/pages/zh-CN/cloud/pricing.astro

@@ -2,9 +2,44 @@
 import BaseLayout from '../../../layouts/BaseLayout.astro'
 import PriceSection from '../../../components/pricing/PriceSection.vue'
 import WhatsIncludedSection from '../../../components/pricing/WhatsIncludedSection.vue'
+import { pricingOffers } from '../../../config/pricing'
+import { t } from '../../../i18n/translations'
+import {
+  absoluteUrl,
+  jsonLdId,
+  pageContext,
+  productNode,
+} from '../../../utils/jsonLd'
+
+const { siteUrl, locale, url } = pageContext(
+  Astro.site,
+  Astro.url.pathname,
+  Astro.currentLocale,
+)
+const productId = jsonLdId(url, 'product')
 ---
 
-<BaseLayout title="定价 — Comfy Cloud">
+<BaseLayout
+  title="定价 — Comfy Cloud"
+  mainEntityId={productId}
+  breadcrumbs={[
+    {
+      name: t('breadcrumb.home', locale),
+      url: absoluteUrl(Astro.site, '/zh-CN'),
+    },
+    { name: 'Comfy Cloud', url: absoluteUrl(Astro.site, '/zh-CN/cloud') },
+    { name: t('breadcrumb.pricing', locale) },
+  ]}
+  extraJsonLd={[
+    productNode({
+      siteUrl,
+      id: productId,
+      name: 'Comfy Cloud',
+      url,
+      offers: pricingOffers(locale),
+    }),
+  ]}
+>
   <PriceSection locale="zh-CN" client:load />
   <WhatsIncludedSection locale="zh-CN" />
 </BaseLayout>

apps/website/src/pages/zh-CN/cloud/supported-nodes.astro

@@ -4,39 +4,47 @@ import HeroSection from '../../../components/cloud-nodes/HeroSection.vue'
 import PackGridSection from '../../../components/cloud-nodes/PackGridSection.vue'
 import { t } from '../../../i18n/translations'
 import { loadPacksForBuild } from '../../../utils/cloudNodes.build'
-import { escapeJsonLd } from '../../../utils/escapeJsonLd'
+import {
+  absoluteUrl,
+  itemListNode,
+  jsonLdId,
+  pageContext,
+} from '../../../utils/jsonLd'
 
 const packs = await loadPacksForBuild()
 
-const siteBase = Astro.site ?? new URL('https://comfy.org')
-const pageUrl = new URL('/zh-CN/cloud/supported-nodes', siteBase).href
-
-const itemListJsonLd = {
-  '@context': 'https://schema.org',
-  '@type': 'ItemList',
-  name: 'Comfy Cloud 支持的自定义节点包',
-  url: pageUrl,
-  numberOfItems: packs.length,
-  itemListElement: packs.map((pack, index) => ({
-    '@type': 'ListItem',
-    position: index + 1,
-    url: new URL(`/zh-CN/cloud/supported-nodes/${pack.id}`, siteBase).href,
+const title = t('cloudNodes.meta.title', 'zh-CN')
+const description = t('cloudNodes.meta.description', 'zh-CN')
+const { url, locale } = pageContext(
+  Astro.site,
+  Astro.url.pathname,
+  Astro.currentLocale,
+)
+const packList = itemListNode(
+  url,
+  title,
+  packs.map((pack) => ({
     name: pack.displayName,
-    image: pack.bannerUrl || pack.iconUrl
-  }))
-}
+    url: absoluteUrl(Astro.site, `/zh-CN/cloud/supported-nodes/${pack.id}`),
+  })),
+)
 ---
 
 <BaseLayout
-  title={t('cloudNodes.meta.title', 'zh-CN')}
-  description={t('cloudNodes.meta.description', 'zh-CN')}
+  title={title}
+  description={description}
+  pageType="CollectionPage"
+  mainEntityId={jsonLdId(url, 'itemlist')}
+  breadcrumbs={[
+    {
+      name: t('breadcrumb.home', locale),
+      url: absoluteUrl(Astro.site, '/zh-CN'),
+    },
+    { name: 'Comfy Cloud', url: absoluteUrl(Astro.site, '/zh-CN/cloud') },
+    { name: t('breadcrumb.supportedNodes', locale) },
+  ]}
+  extraJsonLd={[packList]}
 >
-  <script
-    is:inline
-    slot="head"
-    type="application/ld+json"
-    set:html={escapeJsonLd(itemListJsonLd)}
-  />
   <HeroSection locale="zh-CN" client:visible />
   <PackGridSection locale="zh-CN" packs={packs} client:visible />
 </BaseLayout>

apps/website/src/pages/zh-CN/cloud/supported-nodes/[pack].astro

@@ -7,7 +7,12 @@ import PackDetail from '../../../../components/cloud-nodes/PackDetail.vue'
 import BaseLayout from '../../../../layouts/BaseLayout.astro'
 import { t } from '../../../../i18n/translations'
 import { loadPacksForBuild } from '../../../../utils/cloudNodes.build'
-import { escapeJsonLd } from '../../../../utils/escapeJsonLd'
+import {
+  absoluteUrl,
+  jsonLdId,
+  pageContext,
+  softwareApplicationNode,
+} from '../../../../utils/jsonLd'
 
 export const getStaticPaths: GetStaticPaths = async () => {
   const packs = await loadPacksForBuild()
@@ -29,35 +34,48 @@ const metaDescription = t('cloudNodes.detail.metaDescription', 'zh-CN')
   .replace('{nodeCount}', String(pack.nodes.length))
   .replace('{description}', description)
 
-const siteBase = Astro.site ?? new URL('https://comfy.org')
-const pageUrl = new URL(`/zh-CN/cloud/supported-nodes/${pack.id}`, siteBase).href
-
-const softwareJsonLd = {
-  '@context': 'https://schema.org',
-  '@type': 'SoftwareApplication',
+const { siteUrl, locale, url } = pageContext(
+  Astro.site,
+  Astro.url.pathname,
+  Astro.currentLocale,
+)
+const softwareId = jsonLdId(url, 'software')
+const software = softwareApplicationNode({
+  siteUrl,
+  id: softwareId,
   name: pack.displayName,
+  url,
   applicationCategory: 'DeveloperApplication',
   applicationSubCategory: 'ComfyUI custom-node pack',
   operatingSystem: 'Comfy Cloud (managed)',
-  url: pageUrl,
-  description,
+  description: pack.description || undefined,
   image: pack.bannerUrl || pack.iconUrl,
   softwareVersion: pack.latestVersion,
   license: pack.license,
   codeRepository: pack.repoUrl,
-  author: pack.publisher?.name
-    ? { '@type': 'Person', name: pack.publisher.name }
-    : undefined,
-  offers: { '@type': 'Offer', price: 0, priceCurrency: 'USD' }
-}
+  authorName: pack.publisher?.name,
+  isFree: true,
+})
 ---
 
-<BaseLayout title={title} description={metaDescription} ogImage={pack.bannerUrl}>
-  <script
-    is:inline
-    slot="head"
-    type="application/ld+json"
-    set:html={escapeJsonLd(softwareJsonLd)}
-  />
+<BaseLayout
+  title={title}
+  description={metaDescription}
+  ogImage={pack.bannerUrl}
+  mainEntityId={softwareId}
+  breadcrumbs={[
+    {
+      name: t('breadcrumb.home', locale),
+      url: absoluteUrl(Astro.site, '/zh-CN'),
+    },
+    { name: 'Comfy Cloud', url: absoluteUrl(Astro.site, '/zh-CN/cloud') },
+    {
+      name: t('breadcrumb.supportedNodes', locale),
+      url: absoluteUrl(Astro.site, '/zh-CN/cloud/supported-nodes'),
+    },
+    { name: pack.displayName },
+  ]}
+  extraJsonLd={[software]}
+>
   <PackDetail pack={pack} locale="zh-CN" />
 </BaseLayout>

apps/website/src/pages/zh-CN/contact.astro

@@ -2,9 +2,28 @@
 import BaseLayout from '../../layouts/BaseLayout.astro'
 import FormSection from '../../components/contact/FormSection.vue'
 import SocialProofBarSection from '../../components/common/SocialProofBarSection.vue'
+import { t } from '../../i18n/translations'
+import { absoluteUrl, organizationId, pageContext } from '../../utils/jsonLd'
+
+const { siteUrl, locale } = pageContext(
+  Astro.site,
+  Astro.url.pathname,
+  Astro.currentLocale,
+)
 ---
 
-<BaseLayout title="联系我们 — Comfy">
+<BaseLayout
+  title="联系我们 — Comfy"
+  pageType="ContactPage"
+  mainEntityId={organizationId(siteUrl)}
+  breadcrumbs={[
+    {
+      name: t('breadcrumb.home', locale),
+      url: absoluteUrl(Astro.site, '/zh-CN'),
+    },
+    { name: t('breadcrumb.contact', locale) },
+  ]}
+>
   <FormSection locale="zh-CN" client:load />
   <SocialProofBarSection />
 </BaseLayout>

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

@@ -7,6 +7,13 @@ import DemoTranscript from '../../../components/demos/DemoTranscript.vue'
 import DemoNavSection from '../../../components/demos/DemoNavSection.vue'
 import { demos, getDemoBySlug, getNextDemo } from '../../../config/demos'
 import { t } from '../../../i18n/translations'
+import type { JsonLdNode } from '../../../utils/jsonLd'
+import {
+  absoluteUrl,
+  jsonLdId,
+  organizationId,
+  pageContext,
+} from '../../../utils/jsonLd'
 
 export const getStaticPaths: GetStaticPaths = () => {
   return demos.map((demo) => ({
@@ -19,68 +26,34 @@ const demo = getDemoBySlug(slug as string)!
 const nextDemo = getNextDemo(slug as string)
 const title = t(demo.title, 'zh-CN')
 const description = t(demo.description, 'zh-CN')
-const canonicalURL = new URL(`/zh-CN/demos/${demo.slug}`, Astro.site)
 
-const howToJsonLd = {
-  '@context': 'https://schema.org',
-  '@type': 'HowTo',
-  name: title,
-  description,
-  image: new URL(demo.ogImage, Astro.site).href,
-  totalTime: demo.durationIso,
-  datePublished: demo.publishedDate,
-  dateModified: demo.modifiedDate,
-  author: {
-    '@type': 'Organization',
-    name: 'Comfy Org',
-    url: 'https://comfy.org'
-  }
-}
-
-const learningResourceJsonLd = {
-  '@context': 'https://schema.org',
-  '@type': 'LearningResource',
-  name: title,
-  description,
-  learningResourceType: 'interactive tutorial',
-  interactivityType: 'active',
-  educationalLevel: demo.difficulty === 'beginner'
+const { siteUrl, locale, url } = pageContext(
+  Astro.site,
+  Astro.url.pathname,
+  Astro.currentLocale,
+)
+const educationalLevel =
+  demo.difficulty === 'beginner'
     ? 'Beginner'
     : demo.difficulty === 'intermediate'
       ? 'Intermediate'
-      : 'Advanced',
-  url: canonicalURL.href,
+      : 'Advanced'
+const learningId = jsonLdId(url, 'learning')
+const learningResource: JsonLdNode = {
+  '@type': 'LearningResource',
+  '@id': learningId,
+  name: title,
+  description,
+  url,
+  image: new URL(demo.ogImage, Astro.site).href,
+  learningResourceType: 'interactive tutorial',
+  interactivityType: 'active',
+  educationalLevel,
+  timeRequired: demo.durationIso,
   datePublished: demo.publishedDate,
   dateModified: demo.modifiedDate,
-  author: {
-    '@type': 'Organization',
-    name: 'Comfy Org',
-    url: 'https://comfy.org'
-  }
-}
-
-const breadcrumbJsonLd = {
-  '@context': 'https://schema.org',
-  '@type': 'BreadcrumbList',
-  itemListElement: [
-    {
-      '@type': 'ListItem',
-      position: 1,
-      name: t('demos.breadcrumb.home', 'zh-CN'),
-      item: 'https://comfy.org/zh-CN'
-    },
-    {
-      '@type': 'ListItem',
-      position: 2,
-      name: t('demos.breadcrumb.demos', 'zh-CN'),
-      item: 'https://comfy.org/zh-CN/demos'
-    },
-    {
-      '@type': 'ListItem',
-      position: 3,
-      name: title
-    }
-  ]
+  isPartOf: { '@id': jsonLdId(url, 'webpage') },
+  author: { '@id': organizationId(siteUrl) },
 }
 ---
 
@@ -88,25 +61,23 @@ const breadcrumbJsonLd = {
   title={`${title} — Comfy`}
   description={description}
   ogImage={demo.ogImage}
+  mainEntityId={learningId}
+  breadcrumbs={[
+    {
+      name: t('breadcrumb.home', locale),
+      url: absoluteUrl(Astro.site, '/zh-CN'),
+    },
+    {
+      name: t('demos.breadcrumb.demos', locale),
+      url: absoluteUrl(Astro.site, '/zh-CN/demos'),
+    },
+    { name: title },
+  ]}
+  extraJsonLd={[learningResource]}
 >
   <Fragment slot="head">
     <meta property="article:published_time" content={demo.publishedDate} />
     <meta property="article:modified_time" content={demo.modifiedDate} />
-    <script
-      is:inline
-      type="application/ld+json"
-      set:html={JSON.stringify(howToJsonLd)}
-    />
-    <script
-      is:inline
-      type="application/ld+json"
-      set:html={JSON.stringify(learningResourceJsonLd)}
-    />
-    <script
-      is:inline
-      type="application/ld+json"
-      set:html={JSON.stringify(breadcrumbJsonLd)}
-    />
     <link rel="preconnect" href="https://demo.arcade.software" />
   </Fragment>
 

apps/website/src/pages/zh-CN/download.astro

@@ -8,11 +8,32 @@ import EcoSystemSection from '../../components/product/local/EcoSystemSection.vu
 import ProductCardsSection from '../../components/product/local/ProductCardsSection.vue'
 import FAQSection from '../../components/product/local/FAQSection.vue'
 import { t } from '../../i18n/translations'
+import {
+  absoluteUrl,
+  comfyUiApplicationNode,
+  comfyUiSoftwareId,
+  pageContext,
+} from '../../utils/jsonLd'
+
+const { siteUrl, locale } = pageContext(
+  Astro.site,
+  Astro.url.pathname,
+  Astro.currentLocale,
+)
 ---
 
 <BaseLayout
   title="下载 Comfy 桌面版 — 在您的硬件上运行 AI"
   description={t('download.hero.subtitle', 'zh-CN')}
+  mainEntityId={comfyUiSoftwareId(siteUrl)}
+  breadcrumbs={[
+    {
+      name: t('breadcrumb.home', locale),
+      url: absoluteUrl(Astro.site, '/zh-CN'),
+    },
+    { name: t('breadcrumb.download', locale) },
+  ]}
+  extraJsonLd={[comfyUiApplicationNode(siteUrl)]}
   keywords={['comfyui app', 'comfyui desktop app', 'comfyui download', 'ComfyUI 下载', 'ComfyUI 桌面应用', 'ComfyUI 应用', 'ComfyUI Windows', 'ComfyUI macOS', 'ComfyUI Linux']}
 >
   <CloudBannerSection locale="zh-CN" />

apps/website/src/pages/zh-CN/index.astro

@@ -9,11 +9,25 @@ import CaseStudySpotlightSection from '../../components/home/CaseStudySpotlightS
 import GetStartedSection from '../../components/home/GetStartedSection.vue'
 import BuildWhatSection from '../../components/home/BuildWhatSection.vue'
 import { t } from '../../i18n/translations'
+import {
+  comfyUiApplicationNode,
+  comfyUiSoftwareId,
+  comfyUiSourceCodeNode,
+  pageContext,
+} from '../../utils/jsonLd'
+
+const { siteUrl } = pageContext(
+  Astro.site,
+  Astro.url.pathname,
+  Astro.currentLocale,
+)
 ---
 
 <BaseLayout
   title="Comfy — 视觉 AI 的最强可控性"
   description={t('hero.subtitle', 'zh-CN')}
+  mainEntityId={comfyUiSoftwareId(siteUrl)}
+  extraJsonLd={[comfyUiApplicationNode(siteUrl), comfyUiSourceCodeNode(siteUrl)]}
   keywords={['comfyui app', 'comfyui web app', 'comfyui application', 'ComfyUI 应用', 'ComfyUI 网页版', 'ComfyUI 桌面应用', 'ComfyUI 下载', '可视化 AI', '节点式 AI', '生成式 AI 工作流']}
 >
   <HeroSection locale="zh-CN" client:load />

apps/website/src/templates/mcp/HeroSection.vue

@@ -17,7 +17,7 @@ const ctas = mcpCtas(locale)
     badge-text="MCP"
     :title="t('mcp.hero.heading', locale)"
     :subtitle="t('mcp.hero.subtitle', locale)"
-    :primary-cta="ctas.runWorkflow"
+    :primary-cta="ctas.installMcp"
     :secondary-cta="ctas.docs"
   >
     <template #media>

apps/website/src/templates/mcp/SetupSection.vue

@@ -17,7 +17,10 @@ const cards: FeatureCard[] = [
     description: t('mcp.setup.step1.description', locale),
     action: {
       type: 'code',
-      value: externalLinks.mcpServer
+      value: t('mcp.setup.step1.command', locale).replace(
+        '{url}',
+        externalLinks.docsMcp
+      )
     }
   },
   {
@@ -53,6 +56,8 @@ const cards: FeatureCard[] = [
 
 <template>
   <FeatureGrid01
+    id="setup"
+    class="scroll-mt-24 lg:scroll-mt-36"
     :eyebrow="t('mcp.setup.label', locale)"
     :heading="t('mcp.setup.heading', locale)"
     :subtitle="t('mcp.setup.subtitle', locale)"

apps/website/src/templates/mcp/ctas.ts

@@ -9,16 +9,25 @@ export interface McpCta {
 }
 
 /**
- * The two calls-to-action shared by the MCP hero and "how it works" sections:
- * view the docs, or run a workflow in the cloud.
+ * Calls-to-action for the MCP page: view the docs, jump to the on-page setup
+ * steps, or run a workflow in the cloud. The hero leads with install + docs;
+ * the "how it works" section pairs run-a-workflow with docs.
  */
-export function mcpCtas(locale: Locale): { docs: McpCta; runWorkflow: McpCta } {
+export function mcpCtas(locale: Locale): {
+  docs: McpCta
+  installMcp: McpCta
+  runWorkflow: McpCta
+} {
   return {
     docs: {
       label: t('mcp.hero.viewDocs', locale),
       href: externalLinks.docsMcp,
       target: '_blank'
     },
+    installMcp: {
+      label: t('mcp.hero.installMcp', locale),
+      href: '#setup'
+    },
     runWorkflow: {
       label: t('mcp.hero.runWorkflow', locale),
       href: getRoutes(locale).cloud

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

@@ -0,0 +1,212 @@
+import { describe, expect, it } from 'vitest'
+
+import { externalLinks } from '../config/routes'
+import { escapeJsonLd } from './escapeJsonLd'
+import type { JsonLdGraph } from './jsonLd'
+import {
+  absoluteUrl,
+  buildPageGraph,
+  collectGraphIds,
+  comfyUiApplicationNode,
+  comfyUiSoftwareId,
+  comfyUiSourceCodeNode,
+  itemListNode,
+  jsonLdId,
+  organizationId,
+  pageContext,
+  productNode,
+  softwareApplicationNode
+} from './jsonLd'
+
+const siteUrl = 'https://comfy.org'
+const site = new URL('https://comfy.org/')
+
+function typeNames(graph: JsonLdGraph): string[] {
+  return graph['@graph'].map((node) => node['@type'])
+}
+
+describe('absoluteUrl', () => {
+  it('resolves internal paths to their trailing-slash canonical form', () => {
+    expect(absoluteUrl(site, '/cloud')).toBe('https://comfy.org/cloud/')
+    expect(absoluteUrl(site, '/about/')).toBe('https://comfy.org/about/')
+    expect(absoluteUrl(site, '/')).toBe('https://comfy.org/')
+  })
+})
+
+describe('pageContext', () => {
+  it('derives siteUrl, locale and canonical url from the Astro globals', () => {
+    expect(pageContext(site, '/about/', undefined)).toEqual({
+      siteUrl,
+      locale: 'en',
+      url: 'https://comfy.org/about/'
+    })
+    expect(pageContext(site, '/zh-CN/', 'zh-CN').locale).toBe('zh-CN')
+  })
+})
+
+describe('itemListNode', () => {
+  it('counts items and omits per-item names when not supplied', () => {
+    const node = itemListNode('https://comfy.org/careers/', 'Careers', [
+      { url: 'https://jobs.example/1' },
+      { url: 'https://jobs.example/2', name: 'Designer' }
+    ])
+    expect(node.numberOfItems).toBe(2)
+    const items = node.itemListElement as Record<string, unknown>[]
+    expect('name' in items[0]).toBe(false)
+    expect(items[1].name).toBe('Designer')
+  })
+})
+
+describe('softwareApplicationNode', () => {
+  it('claims Comfy Org as author and publisher only when first-party', () => {
+    const node = softwareApplicationNode({
+      siteUrl,
+      id: jsonLdId(siteUrl, 'software'),
+      name: 'ComfyUI',
+      url: siteUrl,
+      firstParty: true,
+      applicationCategory: 'MultimediaApplication',
+      isFree: true
+    })
+    const orgRef = { '@id': organizationId(siteUrl) }
+    expect(node.author).toEqual(orgRef)
+    expect(node.publisher).toEqual(orgRef)
+    expect(node.offers).toEqual({
+      '@type': 'Offer',
+      price: 0,
+      priceCurrency: 'USD',
+      seller: orgRef
+    })
+  })
+
+  it('does not name Comfy Org as seller on a third-party free offer', () => {
+    const node = softwareApplicationNode({
+      siteUrl,
+      id: 'https://comfy.org/cloud/supported-nodes/foo/#software',
+      name: 'Foo Pack',
+      url: 'https://comfy.org/cloud/supported-nodes/foo/',
+      applicationCategory: 'DeveloperApplication',
+      isFree: true
+    })
+    expect((node.offers as Record<string, unknown>).seller).toBeUndefined()
+  })
+
+  it('credits a known third-party author without claiming to publish it', () => {
+    const node = softwareApplicationNode({
+      siteUrl,
+      id: 'https://comfy.org/cloud/supported-nodes/foo/#software',
+      name: 'Foo Pack',
+      url: 'https://comfy.org/cloud/supported-nodes/foo/',
+      applicationCategory: 'DeveloperApplication',
+      authorName: 'Jane Dev'
+    })
+    expect(node.author).toEqual({ '@type': 'Person', name: 'Jane Dev' })
+    expect(node.publisher).toBeUndefined()
+  })
+
+  it('claims no author or publisher for third-party software with no author', () => {
+    const node = softwareApplicationNode({
+      siteUrl,
+      id: 'https://comfy.org/p/supported-models/foo/#software',
+      name: 'Foo Model',
+      url: 'https://comfy.org/p/supported-models/foo/',
+      applicationCategory: 'MultimediaApplication'
+    })
+    expect(node.author).toBeUndefined()
+    expect(node.publisher).toBeUndefined()
+  })
+})
+
+describe('sameAs encyclopedic references', () => {
+  it('links the organization to its Wikidata entity', () => {
+    const graph = buildPageGraph(
+      { siteUrl, locale: 'en' },
+      { url: `${siteUrl}/`, name: 'Home' }
+    )
+    const org = graph['@graph'].find((node) => node['@type'] === 'Organization')
+    expect(org?.sameAs).toContain(externalLinks.wikidataComfyOrg)
+  })
+
+  it('links the ComfyUI application to its Wikidata, Wikipedia and G2 entities', () => {
+    const node = comfyUiApplicationNode(siteUrl)
+    expect(node.sameAs).toEqual([
+      externalLinks.wikidataComfyUi,
+      externalLinks.wikipediaComfyUi,
+      externalLinks.g2ComfyUi
+    ])
+  })
+
+  it('omits sameAs for third-party software', () => {
+    const node = softwareApplicationNode({
+      siteUrl,
+      id: 'https://comfy.org/p/supported-models/foo/#software',
+      name: 'Foo Model',
+      url: 'https://comfy.org/p/supported-models/foo/',
+      applicationCategory: 'MultimediaApplication'
+    })
+    expect(node.sameAs).toBeUndefined()
+  })
+})
+
+describe('productNode', () => {
+  it('gives every offer a currency and price', () => {
+    const node = productNode({
+      siteUrl,
+      id: 'https://comfy.org/cloud/pricing/#product',
+      name: 'Comfy Cloud',
+      url: 'https://comfy.org/cloud/pricing/',
+      offers: [{ name: 'Standard', price: '20' }]
+    })
+    const offers = node.offers as Record<string, unknown>[]
+    expect(offers[0].price).toBe('20')
+    expect(offers[0].priceCurrency).toBe('USD')
+    expect(offers[0].seller).toEqual({ '@id': organizationId(siteUrl) })
+  })
+})
+
+describe('comfyUiSourceCodeNode', () => {
+  it('links the source code to the ComfyUI application via targetProduct', () => {
+    const node = comfyUiSourceCodeNode(siteUrl)
+    expect(node.targetProduct).toEqual({ '@id': comfyUiSoftwareId(siteUrl) })
+  })
+})
+
+describe('buildPageGraph', () => {
+  const url = 'https://comfy.org/cloud/pricing/'
+  const graph = buildPageGraph(
+    { siteUrl, locale: 'en' },
+    {
+      url,
+      name: 'Pricing',
+      type: 'CollectionPage',
+      mainEntityId: jsonLdId(url, 'itemlist'),
+      crumbs: [{ name: 'Home', url: `${siteUrl}/` }, { name: 'Pricing' }]
+    },
+    itemListNode(url, 'Plans', [{ url: `${siteUrl}/one/` }])
+  )
+
+  it('always includes the site-wide organization, website and page entity', () => {
+    expect(typeNames(graph)).toContain('Organization')
+    expect(typeNames(graph)).toContain('WebSite')
+    expect(typeNames(graph)).toContain('CollectionPage')
+  })
+
+  it('produces a graph where every @id reference resolves', () => {
+    const { defined, references } = collectGraphIds(graph)
+    for (const reference of references) {
+      expect(defined.has(reference)).toBe(true)
+    }
+  })
+})
+
+describe('escapeJsonLd on a built graph', () => {
+  it('neutralizes a </script> breakout in a page name', () => {
+    const graph = buildPageGraph(
+      { siteUrl, locale: 'en' },
+      { url: `${siteUrl}/x/`, name: '</script><script>alert(1)</script>' }
+    )
+    const serialized = escapeJsonLd(graph)
+    expect(serialized).not.toContain('</script>')
+    expect(serialized).toContain('\\u003c')
+  })
+})

apps/website/src/utils/jsonLd.ts

@@ -0,0 +1,377 @@
+import { externalLinks } from '../config/routes'
+import type { Locale } from '../i18n/translations'
+
+export type JsonLdNode = Record<string, unknown> & { '@type': string }
+
+export interface JsonLdGraph {
+  '@context': 'https://schema.org'
+  '@graph': JsonLdNode[]
+}
+
+export interface PageContext {
+  siteUrl: string
+  locale: Locale
+}
+
+export type WebPageType =
+  | 'WebPage'
+  | 'AboutPage'
+  | 'ContactPage'
+  | 'CollectionPage'
+
+export interface Crumb {
+  name: string
+  url?: string
+}
+
+const sameAs = [
+  externalLinks.github,
+  externalLinks.x,
+  externalLinks.youtube,
+  externalLinks.discord,
+  externalLinks.instagram,
+  externalLinks.reddit,
+  externalLinks.linkedin,
+  // Wikidata entity for the organization, so the Knowledge Graph can resolve it.
+  externalLinks.wikidataComfyOrg
+]
+
+// Authoritative encyclopedic and review-platform references for the ComfyUI software entity.
+const comfyUiSameAs = [
+  externalLinks.wikidataComfyUi,
+  externalLinks.wikipediaComfyUi,
+  externalLinks.g2ComfyUi
+]
+
+function siteUrlFrom(site: URL | undefined): string {
+  return (site?.href ?? 'https://comfy.org/').replace(/\/$/, '')
+}
+
+export function absoluteUrl(site: URL | undefined, path: string): string {
+  const resolved = new URL(path, site ?? 'https://comfy.org').href
+  return resolved.endsWith('/') ? resolved : `${resolved}/`
+}
+
+export function pageContext(
+  site: URL | undefined,
+  pathname: string,
+  currentLocale: string | undefined
+): PageContext & { url: string } {
+  return {
+    siteUrl: siteUrlFrom(site),
+    locale: currentLocale === 'zh-CN' ? 'zh-CN' : 'en',
+    url: absoluteUrl(site, pathname)
+  }
+}
+
+export function jsonLdId(pageUrl: string, fragment: string): string {
+  return `${pageUrl}#${fragment}`
+}
+
+export function organizationId(siteUrl: string): string {
+  return `${siteUrl}/#organization`
+}
+
+function websiteId(siteUrl: string): string {
+  return `${siteUrl}/#website`
+}
+
+function buildGraph(...nodes: (JsonLdNode | null | undefined)[]): JsonLdGraph {
+  return {
+    '@context': 'https://schema.org',
+    '@graph': nodes.filter((node): node is JsonLdNode => Boolean(node))
+  }
+}
+
+function organizationNode(siteUrl: string): JsonLdNode {
+  return {
+    '@type': 'Organization',
+    '@id': organizationId(siteUrl),
+    name: 'Comfy Org',
+    url: siteUrl,
+    logo: {
+      '@type': 'ImageObject',
+      url: `${siteUrl}/web-app-manifest-512x512.png`,
+      width: 512,
+      height: 512
+    },
+    sameAs
+  }
+}
+
+function websiteNode(siteUrl: string): JsonLdNode {
+  return {
+    '@type': 'WebSite',
+    '@id': websiteId(siteUrl),
+    name: 'Comfy',
+    url: siteUrl,
+    publisher: { '@id': organizationId(siteUrl) }
+  }
+}
+
+function breadcrumbNode(pageUrl: string, crumbs: Crumb[]): JsonLdNode {
+  return {
+    '@type': 'BreadcrumbList',
+    '@id': jsonLdId(pageUrl, 'breadcrumb'),
+    itemListElement: crumbs.map((crumb, index) => {
+      const isLast = index === crumbs.length - 1
+      return isLast || !crumb.url
+        ? { '@type': 'ListItem', position: index + 1, name: crumb.name }
+        : {
+            '@type': 'ListItem',
+            position: index + 1,
+            name: crumb.name,
+            item: crumb.url
+          }
+    })
+  }
+}
+
+export function itemListNode(
+  pageUrl: string,
+  name: string,
+  items: { url: string; name?: string }[]
+): JsonLdNode {
+  return {
+    '@type': 'ItemList',
+    '@id': jsonLdId(pageUrl, 'itemlist'),
+    name,
+    numberOfItems: items.length,
+    itemListElement: items.map((item, index) => ({
+      '@type': 'ListItem',
+      position: index + 1,
+      url: item.url,
+      ...(item.name ? { name: item.name } : {})
+    }))
+  }
+}
+
+interface WebPageInput {
+  siteUrl: string
+  locale: Locale
+  url: string
+  name: string
+  description?: string
+  imageUrl?: string
+  crumbs?: Crumb[]
+  mainEntityId?: string
+}
+
+function webPageNode(input: WebPageInput, type: WebPageType): JsonLdNode {
+  const hasCrumbs = Boolean(input.crumbs && input.crumbs.length > 0)
+  return {
+    '@type': type,
+    '@id': jsonLdId(input.url, 'webpage'),
+    url: input.url,
+    name: input.name,
+    description: input.description,
+    isPartOf: { '@id': websiteId(input.siteUrl) },
+    primaryImageOfPage: input.imageUrl
+      ? { '@type': 'ImageObject', url: input.imageUrl }
+      : undefined,
+    breadcrumb: hasCrumbs
+      ? { '@id': jsonLdId(input.url, 'breadcrumb') }
+      : undefined,
+    mainEntity: input.mainEntityId ? { '@id': input.mainEntityId } : undefined,
+    inLanguage: input.locale
+  }
+}
+
+export interface SoftwareAppInput {
+  siteUrl: string
+  id: string
+  name: string
+  url: string
+  applicationCategory: string
+  firstParty?: boolean
+  applicationSubCategory?: string
+  description?: string
+  operatingSystem?: string
+  image?: string
+  softwareVersion?: string
+  license?: string
+  codeRepository?: string
+  authorName?: string
+  isFree?: boolean
+  sameAs?: string[]
+}
+
+export function softwareApplicationNode(input: SoftwareAppInput): JsonLdNode {
+  const orgRef = { '@id': organizationId(input.siteUrl) }
+  const author = input.firstParty
+    ? orgRef
+    : input.authorName
+      ? { '@type': 'Person', name: input.authorName }
+      : undefined
+  return {
+    '@type': 'SoftwareApplication',
+    '@id': input.id,
+    name: input.name,
+    url: input.url,
+    applicationCategory: input.applicationCategory,
+    applicationSubCategory: input.applicationSubCategory,
+    description: input.description,
+    operatingSystem: input.operatingSystem,
+    image: input.image,
+    softwareVersion: input.softwareVersion,
+    license: input.license,
+    codeRepository: input.codeRepository,
+    author,
+    publisher: input.firstParty ? orgRef : undefined,
+    sameAs: input.sameAs,
+    offers: input.isFree
+      ? {
+          '@type': 'Offer',
+          price: 0,
+          priceCurrency: 'USD',
+          seller: input.firstParty ? orgRef : undefined
+        }
+      : undefined
+  }
+}
+
+interface SourceCodeInput {
+  siteUrl: string
+  id: string
+  name: string
+  codeRepository: string
+  programmingLanguage?: string
+  targetProductId?: string
+}
+
+function softwareSourceCodeNode(input: SourceCodeInput): JsonLdNode {
+  return {
+    '@type': 'SoftwareSourceCode',
+    '@id': input.id,
+    name: input.name,
+    codeRepository: input.codeRepository,
+    programmingLanguage: input.programmingLanguage,
+    targetProduct: input.targetProductId
+      ? { '@id': input.targetProductId }
+      : undefined,
+    author: { '@id': organizationId(input.siteUrl) }
+  }
+}
+
+export function comfyUiSoftwareId(siteUrl: string): string {
+  return `${siteUrl}/#software`
+}
+
+export function comfyUiApplicationNode(siteUrl: string): JsonLdNode {
+  return softwareApplicationNode({
+    siteUrl,
+    id: comfyUiSoftwareId(siteUrl),
+    name: 'ComfyUI',
+    url: siteUrl,
+    firstParty: true,
+    applicationCategory: 'MultimediaApplication',
+    operatingSystem: 'Windows, macOS, Linux',
+    isFree: true,
+    sameAs: comfyUiSameAs
+  })
+}
+
+export function comfyUiSourceCodeNode(siteUrl: string): JsonLdNode {
+  return softwareSourceCodeNode({
+    siteUrl,
+    id: `${siteUrl}/#sourcecode`,
+    name: 'ComfyUI',
+    codeRepository: externalLinks.github,
+    programmingLanguage: 'Python',
+    targetProductId: comfyUiSoftwareId(siteUrl)
+  })
+}
+
+interface OfferInput {
+  name: string
+  price: string | number
+  url?: string
+}
+
+export interface ProductInput {
+  siteUrl: string
+  id: string
+  name: string
+  url: string
+  offers: OfferInput[]
+}
+
+export function productNode(input: ProductInput): JsonLdNode {
+  return {
+    '@type': 'Product',
+    '@id': input.id,
+    name: input.name,
+    url: input.url,
+    brand: { '@id': organizationId(input.siteUrl) },
+    offers: input.offers.map((offer) => ({
+      '@type': 'Offer',
+      name: offer.name,
+      price: offer.price,
+      priceCurrency: 'USD',
+      url: offer.url,
+      seller: { '@id': organizationId(input.siteUrl) },
+      priceSpecification: {
+        '@type': 'UnitPriceSpecification',
+        price: offer.price,
+        priceCurrency: 'USD',
+        unitText: 'MONTH'
+      }
+    }))
+  }
+}
+
+export interface PageGraphInput {
+  url: string
+  name: string
+  type?: WebPageType
+  description?: string
+  imageUrl?: string
+  crumbs?: Crumb[]
+  mainEntityId?: string
+}
+
+export function buildPageGraph(
+  ctx: PageContext,
+  page: PageGraphInput,
+  ...extraNodes: (JsonLdNode | null | undefined)[]
+): JsonLdGraph {
+  const { type = 'WebPage', ...rest } = page
+  const input: WebPageInput = {
+    ...rest,
+    siteUrl: ctx.siteUrl,
+    locale: ctx.locale
+  }
+  const hasCrumbs = Boolean(page.crumbs && page.crumbs.length > 0)
+  return buildGraph(
+    organizationNode(ctx.siteUrl),
+    websiteNode(ctx.siteUrl),
+    webPageNode(input, type),
+    hasCrumbs ? breadcrumbNode(page.url, page.crumbs!) : undefined,
+    ...extraNodes
+  )
+}
+
+export function collectGraphIds(value: unknown): {
+  defined: Set<string>
+  references: string[]
+} {
+  const defined = new Set<string>()
+  const references: string[] = []
+  const walk = (node: unknown): void => {
+    if (Array.isArray(node)) {
+      node.forEach(walk)
+      return
+    }
+    if (node && typeof node === 'object') {
+      const record = node as Record<string, unknown>
+      const id = record['@id']
+      if (typeof id === 'string') {
+        if (Object.keys(record).length === 1) references.push(id)
+        else defined.add(id)
+      }
+      Object.values(record).forEach(walk)
+    }
+  }
+  walk(value)
+  return { defined, references }
+}

browser_tests/assets/missing/missing_media_cloud_output_video_subfolder.json

@@ -0,0 +1,37 @@
+{
+  "last_node_id": 1,
+  "last_link_id": 0,
+  "nodes": [
+    {
+      "id": 1,
+      "type": "LoadVideo",
+      "pos": [50, 120],
+      "size": [400, 200],
+      "flags": {},
+      "order": 0,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "VIDEO",
+          "type": "VIDEO",
+          "links": null
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "LoadVideo"
+      },
+      "widgets_values": ["video/cloud-video-hash.mp4 [output]", "image"]
+    }
+  ],
+  "links": [],
+  "groups": [],
+  "config": {},
+  "extra": {
+    "ds": {
+      "offset": [0, 0],
+      "scale": 1
+    }
+  },
+  "version": 0.4
+}

browser_tests/fixtures/helpers/CloudWorkspaceMockHelper.ts

@@ -11,6 +11,7 @@ import {
   WORKSPACE_FEATURE_FLAG
 } from '@e2e/fixtures/data/cloudWorkspace'
 import { CloudAuthHelper } from '@e2e/fixtures/helpers/CloudAuthHelper'
+import { mockWorkspaceTokenMint } from '@e2e/fixtures/utils/workspaceMocks'
 
 interface RoleChangeRequest {
   url: string
@@ -92,9 +93,7 @@ export class CloudWorkspaceMockHelper {
     await page.route('**/api/auth/session', (r) =>
       r.fulfill(jsonRoute({ token: 'mock-workspace-token' }))
     )
-    await page.route('**/api/auth/token', (r) =>
-      r.fulfill(jsonRoute({ token: 'mock-workspace-token' }))
-    )
+    await mockWorkspaceTokenMint(page, TEAM_WORKSPACE)
     await page.route('**/releases**', (r) => r.fulfill(jsonRoute([])))
 
     await page.route('**/api/workspaces', (r) =>

browser_tests/fixtures/utils/workspaceMocks.ts

@@ -33,6 +33,27 @@ export function member(
   }
 }
 
+/**
+ * Stub `POST /api/auth/token` with a valid workspace token for `ws`. Without
+ * this the mint fails and auth cannot resolve the active workspace.
+ */
+export async function mockWorkspaceTokenMint(
+  page: Page,
+  ws: Pick<WorkspaceWithRole, 'id' | 'name' | 'type' | 'role'>
+) {
+  await page.route('**/api/auth/token', (r) =>
+    r.fulfill(
+      jsonRoute({
+        token: 'mock-workspace-token',
+        expires_at: new Date(Date.now() + 60 * 60 * 1000).toISOString(),
+        workspace: { id: ws.id, name: ws.name, type: ws.type },
+        role: ws.role,
+        permissions: []
+      })
+    )
+  )
+}
+
 /**
  * Stub the workspace resolution + members list so the cloud app boots into the
  * given workspace with the given roster (drives the original-owner gate).
@@ -46,17 +67,7 @@ export async function mockWorkspace(
     if (route.request().method() !== 'GET') return route.fallback()
     await route.fulfill(jsonRoute({ workspaces: [ws] }))
   })
-  await page.route('**/api/auth/token', (r) =>
-    r.fulfill(
-      jsonRoute({
-        token: 'mock-workspace-token',
-        expires_at: new Date(Date.now() + 60 * 60 * 1000).toISOString(),
-        workspace: { id: ws.id, name: ws.name, type: ws.type },
-        role: ws.role,
-        permissions: []
-      })
-    )
-  )
+  await mockWorkspaceTokenMint(page, ws)
   await page.route('**/api/workspace/members**', (r) =>
     r.fulfill(
       jsonRoute({

browser_tests/tests/billingFacadeConsumers.spec.ts

@@ -11,6 +11,10 @@ import type {
 import { comfyPageFixture as test } from '@e2e/fixtures/ComfyPage'
 import { mockSystemStats } from '@e2e/fixtures/data/systemStats'
 import { CloudAuthHelper } from '@e2e/fixtures/helpers/CloudAuthHelper'
+import {
+  mockWorkspaceTokenMint,
+  workspace
+} from '@e2e/fixtures/utils/workspaceMocks'
 
 /**
  * Billing facade consumers — FE-933 (B3) regression.
@@ -81,6 +85,7 @@ async function mockCloudBoot(
   await page.route('**/api/auth/session', (r) =>
     r.fulfill(jsonRoute({ token: 'mock-workspace-token' }))
   )
+  await mockWorkspaceTokenMint(page, workspace('personal', 'owner'))
   await page.route('**/releases**', (r) => r.fulfill(jsonRoute([])))
 
   // Single personal workspace.

browser_tests/tests/cloudSecrets.spec.ts

@@ -0,0 +1,279 @@
+import { expect } from '@playwright/test'
+import type { Page, Route } from '@playwright/test'
+
+import type { RemoteConfig } from '@/platform/remoteConfig/types'
+
+import { comfyPageFixture as test } from '@e2e/fixtures/ComfyPage'
+import { bootCloud, mockCloudBoot } from '@e2e/fixtures/utils/cloudBootMocks'
+import { jsonRoute } from '@e2e/fixtures/utils/jsonRoute'
+
+/**
+ * End-to-end coverage for the user-secrets (API keys) surface in the cloud app:
+ * add a provider key, see it listed, delete it — the full CRUD round-trip —
+ * plus the entitlement contract that a non-entitled account never sees the
+ * gated providers.
+ *
+ * Drives a raw `page` against fully-mocked endpoints (the `comfyPage` fixture
+ * would reach the OSS devtools backend during setup); `mockCloudBoot` +
+ * `bootCloud` boot the app signed-in, and this spec layers a stateful in-memory
+ * `/secrets` backend on top so the flow is deterministic and never touches a
+ * real server.
+ */
+const APP_URL = process.env.PLAYWRIGHT_TEST_URL || 'http://localhost:8188'
+
+// `/api/features` is the remote-config source. Enabling user secrets is what
+// surfaces the Secrets settings panel for a signed-in user.
+const BOOT_FEATURES = {
+  user_secrets_enabled: true
+} satisfies RemoteConfig
+
+// TutorialCompleted suppresses the new-user template browser, whose modal
+// overlay (z-1700) would otherwise intercept clicks on the settings dialog.
+const BOOT_SETTINGS = { 'Comfy.TutorialCompleted': true }
+
+// The plaintext key a user types in. It must be sent on create but NEVER echoed
+// back by the API or rendered anywhere in the UI.
+const RUNWAY_KEY_VALUE = 'sk-runway-do-not-echo-0xDEADBEEF'
+
+interface SecretRecord {
+  id: string
+  name: string
+  provider?: string
+  created_at: string
+  updated_at: string
+  last_used_at?: string
+}
+
+interface CreateCapture {
+  name?: string
+  provider?: string
+  secret_value?: string
+}
+
+interface SecretsBackend {
+  /** Bodies received by POST /secrets, in order — for asserting what was sent. */
+  createRequests: CreateCapture[]
+  /** Current server-side store — for asserting delete actually removed a row. */
+  store: SecretRecord[]
+}
+
+/**
+ * Stateful mock of the ingest `/secrets` surface. A single route handler
+ * branches on path + method so registration order can never make a specific
+ * path (`/secrets/providers`, `/secrets/:id`) lose to the collection glob.
+ *
+ * `providerIds` models entitlement: an entitled account sees runway/gemini,
+ * a non-entitled account gets an empty list (the server omits them).
+ */
+async function mockSecretsBackend(
+  page: Page,
+  providerIds: string[]
+): Promise<SecretsBackend> {
+  const backend: SecretsBackend = { createRequests: [], store: [] }
+  let idSeq = 0
+
+  const respondList = (route: Route) =>
+    route.fulfill(jsonRoute({ data: backend.store }))
+
+  await page.route('**/api/secrets**', async (route) => {
+    const request = route.request()
+    const { pathname } = new URL(request.url())
+    const method = request.method()
+
+    // The glob `**/api/secrets**` also matches the panel's own lazy-loaded
+    // source module (`/src/platform/secrets/api/secretsApi.ts`), whose path
+    // contains the `/api/secrets` substring. Fulfilling that dev-server module
+    // request with JSON breaks the dynamic import and the panel never mounts.
+    // Anchor to the start of the pathname so only genuine `/api/secrets…` API
+    // routes are handled; everything else falls through to the real Vite server.
+    if (!/^\/api\/secrets(\/|$)/.test(pathname)) {
+      return route.continue()
+    }
+
+    // GET /secrets/providers — the entitlement-gated provider allowlist.
+    if (pathname.endsWith('/secrets/providers')) {
+      return route.fulfill(
+        jsonRoute({ data: providerIds.map((id) => ({ id })) })
+      )
+    }
+
+    // /secrets/:id — item routes (only DELETE is exercised by this flow).
+    const itemMatch = pathname.match(/\/secrets\/([^/]+)$/)
+    if (itemMatch) {
+      const id = itemMatch[1]
+      if (method === 'DELETE') {
+        backend.store = backend.store.filter((s) => s.id !== id)
+        return route.fulfill({ status: 204, body: '' })
+      }
+      return respondList(route)
+    }
+
+    // /secrets — collection routes.
+    if (method === 'POST') {
+      const body = (request.postDataJSON() ?? {}) as CreateCapture
+      backend.createRequests.push(body)
+      idSeq += 1
+      const created: SecretRecord = {
+        id: `00000000-0000-4000-8000-${String(idSeq).padStart(12, '0')}`,
+        name: body.name ?? '',
+        provider: body.provider,
+        created_at: '2026-07-08T00:00:00Z',
+        updated_at: '2026-07-08T00:00:00Z'
+      }
+      backend.store.push(created)
+      // Response echoes metadata ONLY — the schema has no secret_value field.
+      return route.fulfill(jsonRoute(created))
+    }
+
+    // GET /secrets (list).
+    return respondList(route)
+  })
+
+  return backend
+}
+
+/**
+ * Open the settings dialog and land on the Secrets panel, waiting for both the
+ * provider allowlist and the secret list to resolve so subsequent assertions
+ * are not racing the panel's on-mount fetches.
+ */
+async function openSecretsPanel(page: Page) {
+  const settingsDialog = page.getByTestId('settings-dialog')
+
+  await page.evaluate(() => {
+    const app = window.app
+    if (!app) throw new Error('window.app is not available')
+    return app.extensionManager.command.execute('Comfy.ShowSettingsDialog')
+  })
+  await settingsDialog.waitFor({ state: 'visible' })
+
+  const providersResolved = page.waitForResponse((r) =>
+    r.url().includes('/api/secrets/providers')
+  )
+  const listResolved = page.waitForResponse(
+    (r) =>
+      /\/api\/secrets(\?|$)/.test(r.url()) && r.request().method() === 'GET'
+  )
+
+  await settingsDialog
+    .locator('nav')
+    .getByRole('button', { name: 'Secrets' })
+    .click()
+
+  await Promise.all([providersResolved, listResolved])
+  return settingsDialog
+}
+
+test.describe('Cloud user secrets (API keys)', { tag: '@cloud' }, () => {
+  test('an entitled account can add, list, and delete a provider key', async ({
+    page
+  }) => {
+    test.slow()
+
+    await mockCloudBoot(page, {
+      features: BOOT_FEATURES,
+      settings: BOOT_SETTINGS
+    })
+    await bootCloud(page)
+    const backend = await mockSecretsBackend(page, ['runway', 'gemini'])
+
+    await page.goto(APP_URL)
+    await page.waitForFunction(() => !!window.app?.extensionManager, null, {
+      timeout: 45_000
+    })
+
+    const settingsDialog = await openSecretsPanel(page)
+
+    // Empty state before anything is added.
+    await expect(settingsDialog.getByText(/No secrets stored/)).toBeVisible()
+
+    // --- ADD -------------------------------------------------------------
+    await settingsDialog.getByRole('button', { name: 'Add Secret' }).click()
+
+    const formDialog = page
+      .getByRole('dialog')
+      .filter({ hasText: 'Secret Value' })
+    await expect(formDialog).toBeVisible()
+
+    // Pick the entitled Runway provider from the server-driven dropdown.
+    await formDialog.locator('#secret-provider').click()
+    await page.getByRole('option', { name: 'Runway' }).click()
+
+    await formDialog.locator('#secret-name').fill('My Runway Key')
+    await formDialog.locator('input[type="password"]').fill(RUNWAY_KEY_VALUE)
+
+    await formDialog.getByRole('button', { name: 'Save', exact: true }).click()
+    await expect(formDialog).toBeHidden()
+
+    // --- LIST ------------------------------------------------------------
+    await expect(settingsDialog.getByText('My Runway Key')).toBeVisible()
+    await expect(settingsDialog.getByText(/No secrets stored/)).toBeHidden()
+
+    // The create request carried the plaintext value + provider...
+    expect(backend.createRequests).toHaveLength(1)
+    expect(backend.createRequests[0]).toMatchObject({
+      name: 'My Runway Key',
+      provider: 'runway',
+      secret_value: RUNWAY_KEY_VALUE
+    })
+    // ...but the value must never be echoed back into the list — the API
+    // response carries metadata only, so nothing should render it as text.
+    await expect(page.getByText(RUNWAY_KEY_VALUE)).toHaveCount(0)
+
+    // --- DELETE ----------------------------------------------------------
+    await settingsDialog
+      .getByRole('button', { name: 'Delete', exact: true })
+      .click()
+
+    const confirmDialog = page
+      .getByRole('dialog')
+      .filter({ hasText: 'Delete Secret' })
+    await confirmDialog
+      .getByRole('button', { name: 'Delete', exact: true })
+      .click()
+
+    await expect(settingsDialog.getByText('My Runway Key')).toBeHidden()
+    await expect(settingsDialog.getByText(/No secrets stored/)).toBeVisible()
+    expect(backend.store).toHaveLength(0)
+  })
+
+  test('a non-entitled account never sees the gated providers', async ({
+    page
+  }) => {
+    test.slow()
+
+    await mockCloudBoot(page, {
+      features: BOOT_FEATURES,
+      settings: BOOT_SETTINGS
+    })
+    await bootCloud(page)
+    // Non-entitled: the server omits runway/gemini from the allowlist.
+    await mockSecretsBackend(page, [])
+
+    await page.goto(APP_URL)
+    await page.waitForFunction(() => !!window.app?.extensionManager, null, {
+      timeout: 45_000
+    })
+
+    const settingsDialog = await openSecretsPanel(page)
+    await expect(settingsDialog.getByText(/No secrets stored/)).toBeVisible()
+
+    // The add form opens, but its provider dropdown is empty — the gated
+    // providers must not appear anywhere.
+    await settingsDialog.getByRole('button', { name: 'Add Secret' }).click()
+    const formDialog = page
+      .getByRole('dialog')
+      .filter({ hasText: 'Secret Value' })
+    await expect(formDialog).toBeVisible()
+
+    await formDialog.locator('#secret-provider').click()
+    // Anchor on the opened listbox so the absence assertions below can't pass
+    // vacuously against a dropdown that never opened.
+    const providerListbox = page.getByRole('listbox')
+    await expect(providerListbox).toBeVisible()
+    // An empty allowlist must yield an empty dropdown. Asserting zero options
+    // (not just runway/gemini absent) also rejects the fetch-failure fallback,
+    // where `availableProviders` is null and the default providers would show.
+    await expect(providerListbox.getByRole('option')).toHaveCount(0)
+  })
+})

browser_tests/tests/dialogs/creditsTile.spec.ts

@@ -7,6 +7,10 @@ import type { BillingStatusResponse } from '@/platform/workspace/api/workspaceAp
 import { comfyPageFixture as test } from '@e2e/fixtures/ComfyPage'
 import { mockSystemStats } from '@e2e/fixtures/data/systemStats'
 import { CloudAuthHelper } from '@e2e/fixtures/helpers/CloudAuthHelper'
+import {
+  mockWorkspaceTokenMint,
+  workspace
+} from '@e2e/fixtures/utils/workspaceMocks'
 
 // Drives a raw `page` (not the `comfyPage` fixture) so the cloud app boots
 // against fully mocked endpoints; `comfyPage` would try to reach the OSS
@@ -97,6 +101,7 @@ async function mockCloudBoot(page: Page) {
   await page.route('**/api/auth/session', (r) =>
     r.fulfill(jsonRoute({ token: 'mock-workspace-token' }))
   )
+  await mockWorkspaceTokenMint(page, workspace('personal', 'owner'))
   await page.route('**/releases**', (r) => r.fulfill(jsonRoute([])))
 
   // Single personal workspace.

browser_tests/tests/minimap.spec.ts

@@ -476,6 +476,37 @@ test.describe('Minimap', { tag: '@canvas' }, () => {
       })
       .toBe(true)
   })
+
+  test(
+    'Closing minimap after subgraph navigation keeps Vue render in sync',
+    { tag: '@vue-nodes' },
+    async ({ comfyPage }) => {
+      await comfyPage.workflow.loadWorkflow('subgraphs/basic-subgraph')
+
+      const subgraphNodeId = await comfyPage.subgraph.findSubgraphNodeId()
+
+      // Round-trip layers Vue's onNodeAdded wrapper on top of the minimap's.
+      await comfyPage.vueNodes.enterSubgraph(subgraphNodeId)
+      await comfyPage.subgraph.exitViaBreadcrumb()
+
+      // Minimap unmount must not clobber the Vue wrapper layered above it.
+      await comfyPage.page
+        .getByTestId(TestIds.canvas.closeMinimapButton)
+        .click()
+
+      const subgraphFixture =
+        await comfyPage.vueNodes.getFixtureByTitle('New Subgraph')
+      await comfyPage.contextMenu.openForVueNode(subgraphFixture.header)
+      await comfyPage.contextMenu.clickMenuItemExact('Unpack Subgraph')
+      await comfyPage.contextMenu.waitForHidden()
+
+      await expect.poll(() => comfyPage.nodeOps.getGraphNodesCount()).toBe(2)
+      await expect.poll(() => comfyPage.vueNodes.getNodeCount()).toBe(2)
+      await expect(
+        comfyPage.vueNodes.getNodeLocator(subgraphNodeId)
+      ).toHaveCount(0)
+    }
+  )
 })
 
 test.describe('Minimap mobile', { tag: ['@mobile', '@canvas'] }, () => {

browser_tests/tests/previewAsText.spec.ts

@@ -1,7 +1,13 @@
+import { mergeTests } from '@playwright/test'
+
 import {
   comfyPageFixture as test,
   comfyExpect as expect
 } from '@e2e/fixtures/ComfyPage'
+import { ExecutionHelper } from '@e2e/fixtures/helpers/ExecutionHelper'
+import { webSocketFixture } from '@e2e/fixtures/ws'
+
+const wstest = mergeTests(test, webSocketFixture)
 
 test.describe('Preview as Text node', () => {
   test('does not include preview widget values in the API prompt', async ({
@@ -39,4 +45,34 @@ test.describe('Preview as Text node', () => {
     expect(previewEntry!.inputs).not.toHaveProperty('preview_text')
     expect(previewEntry!.inputs).not.toHaveProperty('previewMode')
   })
+
+  wstest(
+    'restoring workflow restores state',
+    { tag: '@vue-nodes' },
+    async ({ comfyPage, getWebSocket }) => {
+      const execution = new ExecutionHelper(comfyPage, await getWebSocket())
+
+      await comfyPage.menu.topbar.newWorkflowButton.click()
+      await comfyPage.searchBoxV2.addNode('Preview as Text')
+      const node = await comfyPage.vueNodes.getFixtureByTitle('Preview as Text')
+      const preview = node.root.locator('textarea')
+
+      await test.step('node previews execution result', async () => {
+        const id = await comfyPage.vueNodes.getNodeIdByTitle('Preview as Text')
+        execution.executed('', id, { text: 'massive fennec ears' })
+        await expect(preview).toHaveValue('massive fennec ears')
+      })
+
+      await test.step('swap to a different workflow and back', async () => {
+        await comfyPage.menu.topbar.getTab(0).click()
+        await expect(node.root).toBeHidden()
+        await comfyPage.menu.topbar.getTab(1).click()
+        await expect(node.root).toBeVisible()
+      })
+
+      await expect(preview, 'previous output is restored').toHaveValue(
+        'massive fennec ears'
+      )
+    }
+  )
 })

browser_tests/tests/propertiesPanel/errorsTabMissingMediaRuntime.spec.ts

@@ -1,6 +1,11 @@
 import { expect, mergeTests } from '@playwright/test'
 import type { Page, Route } from '@playwright/test'
-import type { Asset, ListAssetsResponse } from '@comfyorg/ingest-types'
+import type {
+  Asset,
+  GetAllSettingsResponse,
+  GetSettingByIdResponse,
+  ListAssetsResponse
+} from '@comfyorg/ingest-types'
 
 import {
   assetRequestIncludesTag,
@@ -8,6 +13,7 @@ import {
 } from '@e2e/fixtures/assetApiFixture'
 import { comfyPageFixture } from '@e2e/fixtures/ComfyPage'
 import type { ComfyPage } from '@e2e/fixtures/ComfyPage'
+import type { WorkspaceStore } from '@e2e/types/globals'
 import {
   routeObjectInfoFromSetupApi,
   setComboInputOptions
@@ -23,10 +29,11 @@ import type { RawJobListItem } from '@/platform/remote/comfyui/jobs/jobTypes'
 const ossTest = mergeTests(comfyPageFixture, jobsRouteFixture)
 const outputHash =
   '147257c95a3e957e0deee73a077cfec89da2d906dd086ca70a2b0c897a9591d6e.png'
+const outputVideoHash = 'cloud-video-hash.mp4'
 const plainVideoFileName = 'plain_video.mp4'
 const graphDropPosition = { x: 500, y: 300 }
-const missingMediaUploadObservationMs = 1_000
-const missingMediaUploadPollMs = 100
+const missingMediaObservationMs = 1_000
+const missingMediaPollMs = 100
 const emptyMediaLoaderNodes = [
   {
     nodeType: 'LoadImage',
@@ -60,6 +67,18 @@ const cloudOutputAsset: Asset & { hash?: string } = {
   last_access_time: '2026-05-01T00:00:00Z'
 }
 
+const cloudOutputVideoAsset: Asset & { hash?: string } = {
+  id: 'test-output-video-hash-001',
+  name: 'ComfyUI_00001_.mp4',
+  hash: outputVideoHash,
+  size: 4_194_304,
+  mime_type: 'video/mp4',
+  tags: ['output'],
+  created_at: '2026-05-01T00:00:00Z',
+  updated_at: '2026-05-01T00:00:00Z',
+  last_access_time: '2026-05-01T00:00:00Z'
+}
+
 const cloudUploadedVideoAsset: Asset & { hash?: string } = {
   id: 'test-uploaded-video-001',
   name: plainVideoFileName,
@@ -92,10 +111,21 @@ interface CloudUploadAssetState {
 
 async function routeCloudBootstrapApis(page: Page) {
   await page.route('**/api/settings**', async (route) => {
+    const completedSurveySetting: GetSettingByIdResponse = {
+      value: { usage: 'personal' }
+    }
+    const allSettings: GetAllSettingsResponse = {}
+    const body = route
+      .request()
+      .url()
+      .includes('/api/settings/onboarding_survey')
+      ? completedSurveySetting
+      : allSettings
+
     await route.fulfill({
       status: 200,
       contentType: 'application/json',
-      body: JSON.stringify({})
+      body: JSON.stringify(body)
     })
   })
   await page.route('**/api/userdata**', async (route) => {
@@ -121,7 +151,10 @@ async function routeCloudBootstrapApis(page: Page) {
   })
 }
 
-const cloudOutputTest = createCloudAssetsFixture([cloudOutputAsset]).extend({
+const cloudOutputTest = createCloudAssetsFixture([
+  cloudOutputAsset,
+  cloudOutputVideoAsset
+]).extend({
   page: async ({ page }, use) => {
     await routeCloudBootstrapApis(page)
     const unrouteObjectInfo = await routeObjectInfoFromSetupApi(page)
@@ -225,6 +258,33 @@ function getErrorOverlay(comfyPage: ComfyPage) {
   return comfyPage.page.getByTestId(TestIds.dialogs.errorOverlay)
 }
 
+function isOutputAssetsRequest(url: string) {
+  return url.includes('/api/assets') && assetRequestIncludesTag(url, 'output')
+}
+
+async function waitForOutputAssetsResponse(comfyPage: ComfyPage) {
+  await comfyPage.page.waitForResponse(
+    (response) =>
+      response.status() === 200 && isOutputAssetsRequest(response.url())
+  )
+}
+
+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 expectNoErrorsTab(comfyPage: ComfyPage) {
   await expect(getErrorOverlay(comfyPage)).toBeHidden()
 
@@ -327,25 +387,31 @@ async function expectLoadVideoUploading(comfyPage: ComfyPage) {
     .toBe(true)
 }
 
-async function expectNoMissingMediaDuringUpload(comfyPage: ComfyPage) {
+async function expectNoMissingMediaForObservationWindow(comfyPage: ComfyPage) {
   await comfyPage.nextFrame()
   await comfyPage.nextFrame()
 
   let sawErrorOverlay = false
+  let sawCachedMissingMedia = false
   const startedAt = Date.now()
   await expect
     .poll(
       async () => {
+        const cachedMissingMedia =
+          await getCachedMissingMediaWarningNames(comfyPage)
+        sawCachedMissingMedia =
+          sawCachedMissingMedia || !!cachedMissingMedia?.length
         sawErrorOverlay =
           sawErrorOverlay || (await getErrorOverlay(comfyPage).isVisible())
         return (
           !sawErrorOverlay &&
-          Date.now() - startedAt >= missingMediaUploadObservationMs
+          !sawCachedMissingMedia &&
+          Date.now() - startedAt >= missingMediaObservationMs
         )
       },
       {
-        timeout: missingMediaUploadObservationMs + missingMediaUploadPollMs * 5,
-        intervals: [missingMediaUploadPollMs]
+        timeout: missingMediaObservationMs + missingMediaPollMs * 5,
+        intervals: [missingMediaPollMs]
       }
     )
     .toBe(true)
@@ -424,7 +490,7 @@ ossTest.describe(
         })
 
         await expectLoadVideoUploading(comfyPage)
-        await expectNoMissingMediaDuringUpload(comfyPage)
+        await expectNoMissingMediaForObservationWindow(comfyPage)
 
         await delayedUpload.finishUpload()
         await expect(getErrorOverlay(comfyPage)).toBeHidden()
@@ -482,18 +548,30 @@ cloudOutputTest.describe(
 
     cloudOutputTest(
       'resolves compact annotated output media from output assets',
-      async ({ cloudAssetRequests, comfyPage }) => {
+      async ({ comfyPage }) => {
+        const outputAssetsResponse = waitForOutputAssetsResponse(comfyPage)
+
         await comfyPage.workflow.loadWorkflow(
           'missing/missing_media_cloud_output_annotation'
         )
 
-        await expect
-          .poll(() =>
-            cloudAssetRequests.some((url) =>
-              assetRequestIncludesTag(url, 'output')
-            )
-          )
-          .toBe(true)
+        await outputAssetsResponse
+        await expectNoMissingMediaForObservationWindow(comfyPage)
+        await expectNoErrorsTab(comfyPage)
+      }
+    )
+
+    cloudOutputTest(
+      'resolves subfoldered output video media from flat output asset hashes',
+      async ({ comfyPage }) => {
+        const outputAssetsResponse = waitForOutputAssetsResponse(comfyPage)
+
+        await comfyPage.workflow.loadWorkflow(
+          'missing/missing_media_cloud_output_video_subfolder'
+        )
+
+        await outputAssetsResponse
+        await expectNoMissingMediaForObservationWindow(comfyPage)
         await expectNoErrorsTab(comfyPage)
       }
     )
@@ -529,7 +607,7 @@ cloudUploadRaceTest.describe(
         })
 
         await expectLoadVideoUploading(comfyPage)
-        await expectNoMissingMediaDuringUpload(comfyPage)
+        await expectNoMissingMediaForObservationWindow(comfyPage)
 
         markUploadedCloudAssetAvailable()
         await delayedUpload.finishUpload()

docs/adr/0011-derived-credential-lifecycle.md

@@ -0,0 +1,120 @@
+# 11. Derived Credential Lifecycle for Cloud Auth
+
+Date: 2026-07-09
+
+## Status
+
+Proposed
+
+<!-- [Proposed | Accepted | Rejected | Deprecated | Superseded by [ADR-NNNN](NNNN-title.md)] -->
+
+## Context
+
+Cloud authentication derives several short-lived credentials from a single
+source of truth — the Firebase identity (ID token):
+
+- the **workspace JWT** minted by exchanging the Firebase token (`workspaceAuthStore`),
+- the **session cookie** created by POSTing the Firebase token to `/auth/session`
+  (`useSessionCookie`),
+- and consumer state gated on those credentials, such as **subscription status**
+  (`useSubscription`).
+
+A recurring class of production bugs traces back to how these derived credentials
+are kept fresh rather than to any single code path:
+
+- **FE-613** — workspace token exchange is not reactive to Firebase auth state.
+  Its refresh relies on a `setTimeout` timer that browsers throttle in background
+  tabs, so a backgrounded session serves an expired workspace JWT and every cloud
+  call 401s until reload.
+- **Workspace/personal oscillation** (PR #13511) — when a valid workspace token is
+  momentarily absent, `getAuthHeader`/`getAuthToken` silently downgraded to the
+  personal Firebase token, so requests authenticated as the wrong identity.
+- **Run-button toggle loop** (Slack, related to FE-1072) — a Firebase token-refresh
+  burst on wake/network-swap fans out into concurrent, undeduped subscription
+  fetches racing an in-flight session-cookie rotation; some land pre-rotation and
+  return 401/empty, flapping `subscriptionStatus` and the run button.
+
+These are not independent defects. They are symptoms of one design shape: **each
+derived credential has its own ad-hoc refresh lifecycle, driven by timers or
+one-shot events rather than the source identity, with no coalescing of concurrent
+refreshes and with silent fallback to a different identity or a stale value on
+failure.** Any credential built this way can go stale, stampede, or downgrade.
+
+## Decision
+
+Treat every derived credential as a pure function of the Firebase identity, and
+require all of them to obey the same lifecycle invariants. New auth code must
+satisfy these; existing code migrates toward them incrementally.
+
+1. **Single source of truth.** The Firebase identity is authoritative. Workspace
+   JWT and session cookie are derivations of it, never independent state that can
+   drift from it.
+
+2. **Valid-on-read.** A caller asking for a credential gets a currently-valid one
+   or a definitive failure — never a known-expired one. Validity is checked at the
+   point of use (expiry-aware), not assumed because a background timer _should_
+   have refreshed. Timers may be an optimization, never the guarantee.
+
+3. **Single-flight.** Concurrent requests for the same credential share one
+   in-flight mint/refresh. A refresh burst collapses to a single network call.
+
+4. **Fail-closed, never downgrade.** If the correct-scope credential cannot be
+   obtained, fail the request. Never silently substitute a different identity or
+   scope (e.g. personal token for a workspace request).
+
+5. **Bounded reactive retry.** Invalidation is driven by the source identity
+   (`onIdTokenChanged`), not by polling or wall-clock timers alone. A `401` on a
+   derived credential triggers at most one re-mint and one retry, then surfaces
+   the error.
+
+6. **Explicit scope.** A credential names the identity/workspace it is for.
+   Coalesced results are verified against the requested scope before use.
+
+PR #13511 is the first increment: workspace-token recovery is now valid-on-read,
+single-flight, fail-closed, and reconciles a revoked workspace instead of
+downgrading; subscription-status and session-cookie creation are now
+single-flight so a refresh burst can no longer flap them. It intentionally does
+**not** yet add the `onIdTokenChanged` subscription FE-613 proposes — recovery is
+lazy (on read) rather than reactive (on refresh). Invariant 5 is the remaining
+gap and is tracked by FE-950 (Unified Cloud Auth) and FE-963 (reactive 401
+re-mint + single retry).
+
+Alternatives considered:
+
+- **Layer more defensive checks per call site.** Rejected: this is what produced
+  the current state — correctness that depends on every caller remembering to
+  guard is the defect, not the fix.
+- **A single reactive credential store subscribing to Firebase, replacing all
+  three ad-hoc lifecycles at once.** Deferred, not rejected: it is the target
+  end-state, but a big-bang rewrite of live auth is too risky. We migrate under
+  these invariants incrementally instead.
+
+## Consequences
+
+### Positive
+
+- Whole categories of failure become structurally hard rather than individually
+  patched: stale-on-wake (invariant 2), refresh stampede (3), wrong-identity
+  requests (4).
+- New auth code has a single checklist to satisfy, and reviewers a single rubric
+  to apply.
+- Establishes a shared vocabulary (valid-on-read, single-flight, fail-closed) for
+  reasoning about auth changes.
+
+### Negative
+
+- Fail-closed surfaces auth failures that silent downgrade previously masked; some
+  transient conditions now show errors instead of degrading quietly, so
+  transient-vs-permanent classification must be correct.
+- The invariants are not yet fully realized. Until invariant 5 lands, recovery is
+  lazy and a backgrounded tab still relies on the next read to heal, leaving a
+  visible gap against FE-613's reactive ideal.
+- Existing lifecycles remain non-uniform during migration, so the mental model is
+  "target vs. current" until the reactive credential store exists.
+
+## Notes
+
+- Related: [ADR-0003](0003-crdt-based-layout-system.md) is unrelated in domain but
+  shares the philosophy of designing invariants that make illegal states
+  unrepresentable rather than guarding against them per call site.
+- Tickets: FE-613, FE-950, FE-963, FE-1072. PR: #13511.

docs/adr/README.md

@@ -20,6 +20,7 @@ An Architecture Decision Record captures an important architectural decision mad
 | [0008](0008-entity-component-system.md)                     | Entity Component System                     | Proposed | 2026-03-23 |
 | [0009](0009-subgraph-promoted-widgets-use-linked-inputs.md) | Subgraph Promoted Widgets Use Linked Inputs | Proposed | 2026-05-05 |
 | [0010](0010-remove-nx-orchestration.md)                     | Remove Nx Orchestration                     | Accepted | 2026-05-19 |
+| [0011](0011-derived-credential-lifecycle.md)                | Derived Credential Lifecycle for Cloud Auth | Proposed | 2026-07-09 |
 
 ## Creating a New ADR
 

docs/testing/README.md

@@ -4,11 +4,12 @@ This guide provides an overview of testing approaches used in the ComfyUI Fronte
 
 ## Testing Documentation
 
-Documentation for unit tests is organized into three guides:
+Documentation for unit tests is organized into four guides:
 
 - [Component Testing](./component-testing.md) - How to test Vue components
 - [Unit Testing](./unit-testing.md) - How to test utility functions, composables, and other non-component code
 - [Store Testing](./store-testing.md) - How to test Pinia stores specifically
+- [LiteGraph Testing](./litegraph-testing.md) - How to test LiteGraph graph, node, link, and workflow behavior
 
 ## Testing Structure
 

docs/testing/litegraph-testing.md

@@ -0,0 +1,9 @@
+# LiteGraph Testing Guide
+
+This guide covers test patterns for LiteGraph graph, node, link, subgraph, and workflow behavior in ComfyUI Frontend.
+
+## Shared Factories
+
+Reuse shared factories in `src/utils/__tests__/litegraphTestUtils.ts` instead of hand-rolling LiteGraph node, canvas, graph, subgraph, or workflow builders.
+
+Use real LiteGraph instances or shared factories when they exercise behavior directly. Avoid mocking LiteGraph classes unless the test is intentionally checking a seam outside LiteGraph itself.

package.json

@@ -1,6 +1,6 @@
 {
   "name": "@comfyorg/comfyui-frontend",
-  "version": "1.47.6",
+  "version": "1.48.2",
   "private": true,
   "description": "Official front-end implementation of ComfyUI",
   "homepage": "https://comfy.org",
@@ -114,6 +114,7 @@
     "jsonata": "catalog:",
     "loglevel": "^1.9.2",
     "marked": "^15.0.11",
+    "minisearch": "catalog:",
     "pinia": "catalog:",
     "posthog-js": "catalog:",
     "primeicons": "catalog:",

packages/shared-frontend-utils/src/formatUtil.test.ts

@@ -414,15 +414,15 @@ describe('formatUtil', () => {
   })
 
   describe('isPreviewableMediaType', () => {
-    it('returns true for image/video/audio/3D', () => {
+    it('returns true for image/video/audio/3D/text', () => {
       expect(isPreviewableMediaType('image')).toBe(true)
       expect(isPreviewableMediaType('video')).toBe(true)
       expect(isPreviewableMediaType('audio')).toBe(true)
       expect(isPreviewableMediaType('3D')).toBe(true)
+      expect(isPreviewableMediaType('text')).toBe(true)
     })
 
-    it('returns false for text/other', () => {
-      expect(isPreviewableMediaType('text')).toBe(false)
+    it('returns false for other', () => {
       expect(isPreviewableMediaType('other')).toBe(false)
     })
   })

packages/shared-frontend-utils/src/formatUtil.ts

@@ -677,12 +677,7 @@ export function getMediaTypeFromFilename(
 }
 
 export function isPreviewableMediaType(mediaType: MediaType): boolean {
-  return (
-    mediaType === 'image' ||
-    mediaType === 'video' ||
-    mediaType === 'audio' ||
-    mediaType === '3D'
-  )
+  return mediaType !== 'other'
 }
 
 export function formatTime(seconds: number): string {

pnpm-lock.yaml

@@ -282,6 +282,9 @@ catalogs:
     markdown-table:
       specifier: ^3.0.4
       version: 3.0.4
+    minisearch:
+      specifier: ^7.2.0
+      version: 7.2.0
     mixpanel-browser:
       specifier: ^2.71.0
       version: 2.71.0
@@ -591,6 +594,9 @@ importers:
       marked:
         specifier: ^15.0.11
         version: 15.0.11
+      minisearch:
+        specifier: 'catalog:'
+        version: 7.2.0
       pinia:
         specifier: 'catalog:'
         version: 3.0.4(typescript@5.9.3)(vue@3.5.34(typescript@5.9.3))
@@ -7024,6 +7030,9 @@ packages:
     resolution: {integrity: sha512-tEBHqDnIoM/1rXME1zgka9g6Q2lcoCkxHLuc7ODJ5BxbP5d4c2Z5cGgtXAku59200Cx7diuHTOYfSBD8n6mm8A==}
     engines: {node: '>=16 || 14 >=14.17'}
 
+  minisearch@7.2.0:
+    resolution: {integrity: sha512-dqT2XBYUOZOiC5t2HRnwADjhNS2cecp9u+TJRiJ1Qp/f5qjkeT5APcGPjHw+bz89Ms8Jp+cG4AlE+QZ/QnDglg==}
+
   mitt@3.0.1:
     resolution: {integrity: sha512-vKivATfr97l2/QBCYAkXYDbrIWPM2IIKEl7YPhjCvKlG3kE2gm+uBo6nEXK3M5/Ffh/FLpKExzOQ3JJoJGFKBw==}
 
@@ -8884,8 +8893,8 @@ packages:
   vue-component-type-helpers@3.3.2:
     resolution: {integrity: sha512-l4Z2Y34m7nFMlx8vrslJaVtXxUpzgDMSESC7TakG/c5kwjYT/do+E0NcT2/vWDzaoIhsShg/2OKwX7Q4nbzC0g==}
 
-  vue-component-type-helpers@3.3.5:
-    resolution: {integrity: sha512-Fe1jyPJoUGpJOYKOri44jduR7My4yYINOMJISuMAbmrs+L5LbIDUc8NTWZYY3EJLK0yPLuCmcd5zoCsE4k2/KA==}
+  vue-component-type-helpers@3.3.6:
+    resolution: {integrity: sha512-FkljacAwJ9BUoSUdpFe3VDy0sGigNlTH9+2zcXUWmZOjN8swiCkl3t48wOJun0OsUd2cEIda1l04tsxMiKIIrQ==}
 
   vue-demi@0.14.10:
     resolution: {integrity: sha512-nMZBOwuzabUO0nLgIcc6rycZEebF6eeUfaiQx9+WSk8e29IbLvPU9feI6tqW4kTo3hvoYAJkMh8n8D0fuISphg==}
@@ -11668,7 +11677,7 @@ snapshots:
       storybook: 10.2.10(@testing-library/dom@10.4.1)(prettier@3.7.4)(react-dom@19.2.4(react@19.2.4))(react@19.2.4)
       type-fest: 2.19.0
       vue: 3.5.34(typescript@5.9.3)
-      vue-component-type-helpers: 3.3.5
+      vue-component-type-helpers: 3.3.6
 
   '@swc/helpers@0.5.21':
     dependencies:
@@ -15817,6 +15826,8 @@ snapshots:
 
   minipass@7.1.3: {}
 
+  minisearch@7.2.0: {}
+
   mitt@3.0.1: {}
 
   mixpanel-browser@2.71.0:
@@ -18138,7 +18149,7 @@ snapshots:
 
   vue-component-type-helpers@3.3.2: {}
 
-  vue-component-type-helpers@3.3.5: {}
+  vue-component-type-helpers@3.3.6: {}
 
   vue-demi@0.14.10(vue@3.5.34(typescript@5.9.3)):
     dependencies:

pnpm-workspace.yaml

@@ -103,6 +103,7 @@ catalog:
   lenis: ^1.3.21
   lint-staged: ^16.2.7
   markdown-table: ^3.0.4
+  minisearch: ^7.2.0
   mixpanel-browser: ^2.71.0
   monocart-coverage-reports: ^2.12.9
   oxfmt: ^0.54.0

public/assets/images/gemini.svg

@@ -0,0 +1,3 @@
+<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" width="24" height="24" role="img" aria-label="Google Gemini">
+  <path d="M12 1c.6 5.4 4.6 9.4 10 10-5.4.6-9.4 4.6-10 10-.6-5.4-4.6-9.4-10-10 5.4-.6 9.4-4.6 10-10z" fill="#4285F4"/>
+</svg>

public/assets/images/runway.svg

@@ -0,0 +1,4 @@
+<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" width="24" height="24" role="img" aria-label="Runway">
+  <rect width="24" height="24" rx="5" fill="#6E56CF"/>
+  <path d="M9.5 8.2v7.6l6.3-3.8z" fill="#ffffff"/>
+</svg>

src/components/boundingBoxes/WidgetBoundingBoxes.vue

@@ -4,37 +4,67 @@
     data-testid="bounding-boxes"
     @pointerdown.stop
   >
-    <div
-      ref="canvasContainer"
-      class="relative w-full shrink-0 overflow-hidden rounded-sm border border-component-node-border bg-node-component-surface"
-      :style="canvasStyle"
-    >
-      <canvas
-        ref="canvasEl"
-        tabindex="0"
-        class="absolute inset-0 size-full rounded-sm outline-none"
-        :style="{ cursor: canvasCursor }"
-        @pointerdown="onPointerDown"
-        @pointermove="onCanvasPointerMove"
-        @pointerup="onDocPointerUp"
-        @pointercancel="onDocPointerUp"
-        @pointerleave="onPointerLeave"
-        @lostpointercapture="onDocPointerUp"
-        @dblclick="onDoubleClick"
-        @keydown="onCanvasKeyDown"
-        @focus="focused = true"
-        @blur="focused = false"
-      />
-      <textarea
-        v-if="inlineEditor"
-        ref="inlineEditorEl"
-        v-model="inlineEditor.value"
-        class="absolute box-border resize-none rounded-sm border-2 bg-black/90 p-1 font-mono text-xs text-white outline-none"
-        :style="inlineEditor.style"
-        data-capture-wheel="true"
-        @keydown.stop="onInlineKeyDown"
-        @blur="commitInlineEditor"
-      />
+    <div class="flex flex-col">
+      <div
+        class="flex h-9 items-center gap-1 rounded-t-sm border border-b-0 border-component-node-border bg-component-node-widget-background px-2"
+      >
+        <Button
+          variant="textonly"
+          size="unset"
+          :aria-pressed="grid"
+          :class="
+            cn(
+              actionBtnClass,
+              grid && 'bg-component-node-widget-background-selected'
+            )
+          "
+          @click="grid = !grid"
+        >
+          <i class="icon-[lucide--grid-3x3] size-4" />
+          <span>{{ $t('boundingBoxes.grid') }}</span>
+        </Button>
+        <Button
+          variant="textonly"
+          size="unset"
+          :class="cn(actionBtnClass, 'ml-auto')"
+          @click="clearAll"
+        >
+          <i class="icon-[lucide--undo-2] size-4" />
+          <span>{{ $t('boundingBoxes.clearAll') }}</span>
+        </Button>
+      </div>
+      <div
+        ref="canvasContainer"
+        class="relative w-full shrink-0 overflow-hidden rounded-b-sm border border-t-0 border-component-node-border bg-base-background"
+        :style="canvasStyle"
+      >
+        <canvas
+          ref="canvasEl"
+          tabindex="0"
+          class="absolute inset-0 size-full rounded-sm text-node-component-slot-text outline-none"
+          :style="{ cursor: canvasCursor }"
+          @pointerdown="onPointerDown"
+          @pointermove="onCanvasPointerMove"
+          @pointerup="onDocPointerUp"
+          @pointercancel="onDocPointerUp"
+          @pointerleave="onPointerLeave"
+          @lostpointercapture="onDocPointerUp"
+          @dblclick="onDoubleClick"
+          @keydown="onCanvasKeyDown"
+          @focus="focused = true"
+          @blur="focused = false"
+        />
+        <textarea
+          v-if="inlineEditor"
+          ref="inlineEditorEl"
+          v-model="inlineEditor.value"
+          class="absolute box-border resize-none rounded-sm border-2 bg-black/90 p-1 font-mono text-xs text-white outline-none"
+          :style="inlineEditor.style"
+          data-capture-wheel="true"
+          @keydown.stop="onInlineKeyDown"
+          @blur="commitInlineEditor"
+        />
+      </div>
     </div>
 
     <div
@@ -122,16 +152,6 @@
     <div v-else-if="hasRegions" class="text-node-text-muted px-1 text-xs">
       {{ $t('boundingBoxes.clickRegionToEdit') }}
     </div>
-
-    <Button
-      variant="secondary"
-      size="md"
-      class="gap-2 rounded-lg border border-component-node-border bg-component-node-background text-xs text-muted-foreground hover:text-base-foreground"
-      @click="clearAll"
-    >
-      <i class="icon-[lucide--undo-2]" />
-      {{ $t('boundingBoxes.clearAll') }}
-    </Button>
   </div>
 </template>
 
@@ -147,6 +167,9 @@ import { useBoundingBoxes } from '@/composables/boundingBoxes/useBoundingBoxes'
 import type { BoundingBox } from '@/types/boundingBoxes'
 import type { NodeId } from '@/types/nodeId'
 
+const actionBtnClass =
+  'flex shrink-0 items-center gap-1.5 rounded-md border-0 bg-transparent px-2 py-1 text-sm text-base-foreground outline-none transition-colors hover:bg-component-node-widget-background-hovered'
+
 const { nodeId } = defineProps<{ nodeId: NodeId }>()
 const modelValue = defineModel<BoundingBox[]>({ default: () => [] })
 
@@ -172,7 +195,8 @@ const {
   commitInlineEditor,
   setActiveType,
   clearAll,
-  syncState
+  syncState,
+  grid
 } = useBoundingBoxes(nodeId, {
   canvasEl,
   canvasContainer,

src/components/custom/widget/WorkflowTemplateSelectorDialog.vue

@@ -97,7 +97,7 @@
         <!-- Sort Options -->
         <div>
           <SingleSelect
-            v-model="sortBy"
+            v-model="sortSelection"
             :label="$t('templateWorkflows.sorting', 'Sort by')"
             :options="sortOptions"
             :content-style="selectContentStyle"
@@ -556,7 +556,8 @@ const {
   selectedModels,
   selectedUseCases,
   selectedRunsOn,
-  sortBy,
+  sortSelection,
+  hasActiveQuery,
   activeModels,
   activeUseCases,
   filteredTemplates,
@@ -565,14 +566,13 @@ const {
   availableRunsOn,
   filteredCount,
   totalCount,
-  resetFilters,
-  loadFuseOptions
+  resetFilters
 } = useTemplateFiltering(navigationFilteredTemplates)
 
 /**
  * Raw search input bound to the search box. The actual `searchQuery` consumed
  * by the filtering composable is only updated via `applySearchQuery` after the
- * debounce settles, keeping Fuse/grid re-renders off the keystroke critical path.
+ * debounce settles, keeping search/grid re-renders off the keystroke critical path.
  */
 const searchInput = ref(searchQuery.value)
 
@@ -595,15 +595,13 @@ watch(searchQuery, (value) => {
  */
 const coordinateNavAndSort = (source: 'nav' | 'sort') => {
   const isPopularNav = selectedNavItem.value === 'popular'
-  const isPopularSort = sortBy.value === 'popular'
+  const isPopularSort = sortSelection.value === 'popular'
 
   if (source === 'nav') {
     if (isPopularNav && !isPopularSort) {
-      // When navigating to 'Popular' category, automatically set sort to 'Popular'.
-      sortBy.value = 'popular'
+      sortSelection.value = 'popular'
     } else if (!isPopularNav && isPopularSort) {
-      // When navigating away from 'Popular' category while sort is 'Popular', reset sort to default.
-      sortBy.value = 'default'
+      sortSelection.value = 'default'
     }
   } else if (source === 'sort') {
     // When sort is changed away from 'Popular' while in the 'Popular' category,
@@ -616,7 +614,7 @@ const coordinateNavAndSort = (source: 'nav' | 'sort') => {
 
 // Watch for changes from the two sources ('nav' and 'sort') and trigger the coordinator.
 watch(selectedNavItem, () => coordinateNavAndSort('nav'))
-watch(sortBy, () => coordinateNavAndSort('sort'))
+watch(sortSelection, () => coordinateNavAndSort('sort'))
 
 // Convert between string array and object array for MultiSelect component
 // Only show selected items that exist in the current scope
@@ -726,8 +724,15 @@ const runsOnFilterLabel = computed(() => {
   }
 })
 
-// Sort options
 const sortOptions = computed(() => [
+  ...(hasActiveQuery.value
+    ? [
+        {
+          name: t('templateWorkflows.sort.relevance', 'Relevance'),
+          value: 'relevance'
+        }
+      ]
+    : []),
   {
     name: t('templateWorkflows.sort.default', 'Default'),
     value: 'default'
@@ -789,7 +794,7 @@ watch(
   [
     filteredTemplates,
     selectedNavItem,
-    sortBy,
+    sortSelection,
     selectedModels,
     selectedUseCases,
     selectedRunsOn
@@ -839,8 +844,7 @@ const { isLoading } = useAsyncState(
   async () => {
     await Promise.all([
       loadTemplates(),
-      workflowTemplatesStore.loadWorkflowTemplates(),
-      loadFuseOptions()
+      workflowTemplatesStore.loadWorkflowTemplates()
     ])
     return true
   },

src/components/dialog/GlobalDialog.test.ts

@@ -449,6 +449,12 @@ describe('shouldPreventRekaDismiss', () => {
     expect(event.defaultPrevented).toBe(false)
   })
 
+  it('focus-outside never dismisses when dismissOnFocusOutside is false', () => {
+    const event = makeEvent(document.body)
+    onRekaFocusOutside(event, { dismissOnFocusOutside: false })
+    expect(event.defaultPrevented).toBe(true)
+  })
+
   it('focus-outside on a sibling Reka portal does not dismiss the parent', () => {
     const portal = document.createElement('div')
     portal.setAttribute('role', 'dialog')

src/components/dialog/GlobalDialog.vue

@@ -32,7 +32,9 @@
                 dialogStore.activeKey === item.key
               )
           "
-          @focus-outside="onRekaFocusOutside"
+          @focus-outside="
+            (e) => onRekaFocusOutside(e, item.dialogComponentProps)
+          "
           @mousedown="() => dialogStore.riseDialog({ key: item.key })"
         >
           <template v-if="item.dialogComponentProps.headless">

src/components/dialog/rekaPrimeVueBridge.ts

@@ -53,7 +53,22 @@ export function onRekaPointerDownOutside(
 // nested Reka or PrimeVue dialog teleported to body). Without this guard a
 // non-modal Reka dialog would dismiss itself the moment a nested dialog
 // receives focus.
-export function onRekaFocusOutside(event: OutsideEvent) {
+//
+// A container dialog (e.g. Settings) that hosts nested confirm/edit dialogs can
+// also lose focus to an ordinary app element — not just a portal — when a
+// nested dialog closes and the element it focused was removed (deleting the
+// selected row). That programmatic focus shift is not a dismiss intent, so such
+// a dialog opts out of focus-outside dismissal entirely via
+// `dismissOnFocusOutside: false`; it still dismisses on escape or an outside
+// pointer.
+export function onRekaFocusOutside(
+  event: OutsideEvent,
+  options: { dismissOnFocusOutside?: boolean } = {}
+) {
+  if (options.dismissOnFocusOutside === false) {
+    event.preventDefault()
+    return
+  }
   if (isInsideOverlay(event.detail.originalEvent.target)) {
     event.preventDefault()
   }

src/components/palette/PaletteSwatchRow.test.ts

@@ -32,7 +32,7 @@ describe('PaletteSwatchRow', () => {
 
   it('appends a color when the add button is clicked', async () => {
     const { emitted } = renderRow(['#ff0000'])
-    await userEvent.click(screen.getByRole('button'))
+    await userEvent.click(screen.getByRole('button', { name: '+' }))
     expect(lastEmit(emitted)).toEqual(['#ff0000', '#ffffff'])
   })
 
@@ -44,18 +44,14 @@ describe('PaletteSwatchRow', () => {
 
   it('hides the add button once the max is reached', () => {
     renderRow(['#a', '#b'], 2)
-    expect(screen.queryByRole('button')).toBeNull()
+    expect(screen.queryByRole('button', { name: '+' })).toBeNull()
   })
 
-  it('writes a picked color back through the hidden color input', async () => {
-    const { container, emitted } = renderRow(['#ff0000', '#00ff00'])
-    await fireEvent.click(container.querySelector('[data-index="1"]')!)
-    const input = container.querySelector(
-      'input[type="color"]'
-    ) as HTMLInputElement
-    input.value = '#0000ff'
-    await fireEvent.input(input)
-    expect(lastEmit(emitted)).toEqual(['#ff0000', '#0000ff'])
+  it('opens the color picker when a swatch is clicked', async () => {
+    const { container } = renderRow(['#ff0000'])
+    const swatch = container.querySelector('[data-index="0"]')!
+    await userEvent.click(swatch)
+    expect(swatch.getAttribute('data-state')).toBe('open')
   })
 
   it('starts a drag on pointer down without emitting', async () => {

src/components/palette/PaletteSwatchRow.vue

@@ -1,17 +1,25 @@
 <template>
   <div ref="container" class="flex flex-wrap items-center gap-1">
-    <div
+    <ColorPicker
       v-for="(hex, i) in modelValue"
-      :key="`${i}-${hex}`"
-      :data-index="i"
-      :data-hex="hex"
-      class="relative size-5 cursor-pointer rounded-sm border border-component-node-border"
-      :style="{ background: hex }"
-      :title="t('palette.swatchTitle')"
-      @click="openPicker(i, $event)"
-      @contextmenu.prevent.stop="remove(i)"
-      @pointerdown="onPointerDown(i, $event)"
-    />
+      :key="i"
+      :model-value="hex"
+      :alpha="false"
+      @update:model-value="(value) => updateAt(i, value)"
+    >
+      <template #trigger>
+        <button
+          type="button"
+          :data-index="i"
+          :data-hex="hex"
+          class="relative size-5 cursor-pointer rounded-sm border border-component-node-border p-0"
+          :style="{ background: hex }"
+          :title="t('palette.swatchTitle')"
+          @contextmenu.prevent.stop="remove(i)"
+          @pointerdown="onPointerDown(i, $event)"
+        />
+      </template>
+    </ColorPicker>
     <button
       v-if="modelValue.length < max"
       type="button"
@@ -21,12 +29,6 @@
     >
       +
     </button>
-    <input
-      ref="picker"
-      type="color"
-      class="pointer-events-none absolute size-0 opacity-0"
-      @input="onPickerInput"
-    />
   </div>
 </template>
 
@@ -34,6 +36,7 @@
 import { useTemplateRef } from 'vue'
 import { useI18n } from 'vue-i18n'
 
+import ColorPicker from '@/components/ui/color-picker/ColorPicker.vue'
 import { usePaletteSwatchRow } from '@/composables/palette/usePaletteSwatchRow'
 
 const { max = 5 } = defineProps<{ max?: number }>()
@@ -41,8 +44,9 @@ const modelValue = defineModel<string[]>({ required: true })
 const { t } = useI18n()
 
 const container = useTemplateRef<HTMLDivElement>('container')
-const picker = useTemplateRef<HTMLInputElement>('picker')
 
-const { openPicker, onPickerInput, remove, addColor, onPointerDown } =
-  usePaletteSwatchRow({ modelValue, container, picker })
+const { updateAt, remove, addColor, onPointerDown } = usePaletteSwatchRow({
+  modelValue,
+  container
+})
 </script>

src/components/sidebar/tabs/queue/MediaLightbox.vue

@@ -49,6 +49,7 @@
           />
           <ResultVideo v-else-if="activeItem.isVideo" :result="activeItem" />
           <ResultAudio v-else-if="activeItem.isAudio" :result="activeItem" />
+          <ResultText v-else-if="activeItem.isText" :result="activeItem" />
         </template>
       </div>
 
@@ -75,6 +76,7 @@ import Button from '@/components/ui/button/Button.vue'
 import type { ResultItemImpl } from '@/stores/queueStore'
 
 import ResultAudio from './ResultAudio.vue'
+import ResultText from './ResultText.vue'
 import ResultVideo from './ResultVideo.vue'
 
 const emit = defineEmits<{

src/components/sidebar/tabs/queue/ResultText.vue

@@ -0,0 +1,21 @@
+<template>
+  <article
+    class="m-auto max-h-[80vh] w-[min(90vw,42rem)] scroll-shadows-secondary-background overflow-y-auto rounded-lg bg-secondary-background p-4 whitespace-pre-wrap"
+  >
+    <span v-if="hasError" class="text-muted-foreground">
+      {{ $t('g.textFailedToLoad') }}
+    </span>
+    <template v-else>{{ textContent }}</template>
+  </article>
+</template>
+
+<script setup lang="ts">
+import { useTextFileContent } from '@/composables/useTextFileContent'
+import type { ResultItemImpl } from '@/stores/queueStore'
+
+const { result } = defineProps<{
+  result: ResultItemImpl
+}>()
+
+const { textContent, hasError } = useTextFileContent(() => result)
+</script>

src/components/ui/color-picker/ColorPicker.vue

@@ -14,20 +14,27 @@ import { cn } from '@comfyorg/tailwind-utils'
 
 import ColorPickerPanel from './ColorPickerPanel.vue'
 
-defineProps<{
+const { alpha = true } = defineProps<{
   class?: string
   disabled?: boolean
+  alpha?: boolean
 }>()
 
 const modelValue = defineModel<string>({ default: '#000000' })
 
-const hsva = ref<HSVA>(hexToHsva(modelValue.value || '#000000'))
+function readHsva(hex: string): HSVA {
+  const next = hexToHsva(hex || '#000000')
+  if (!alpha) next.a = 100
+  return next
+}
+
+const hsva = ref<HSVA>(readHsva(modelValue.value))
 const displayMode = ref<'hex' | 'rgba'>('hex')
 
 watch(modelValue, (newVal) => {
   const current = hsvaToHex(hsva.value)
   if (newVal !== current) {
-    hsva.value = hexToHsva(newVal || '#000000')
+    hsva.value = readHsva(newVal)
   }
 })
 
@@ -67,49 +74,51 @@ const contentStyle = useModalLiftedZIndex(isOpen)
 <template>
   <PopoverRoot v-model:open="isOpen">
     <PopoverTrigger as-child>
-      <button
-        type="button"
-        :disabled="$props.disabled"
-        :class="
-          cn(
-            'flex h-8 w-full items-center overflow-clip rounded-lg border border-transparent bg-component-node-widget-background pr-2 outline-none hover:bg-component-node-widget-background-hovered disabled:cursor-not-allowed disabled:opacity-50',
-            isOpen && 'border-node-stroke',
-            $props.class
-          )
-        "
-      >
-        <div class="flex size-8 shrink-0 items-center justify-center">
-          <div class="relative size-4 overflow-hidden rounded-sm">
-            <div
-              class="absolute inset-0"
-              :style="{
-                backgroundImage:
-                  'repeating-conic-gradient(#808080 0% 25%, transparent 0% 50%)',
-                backgroundSize: '4px 4px'
-              }"
-            />
-            <div
-              class="absolute inset-0"
-              :style="{ backgroundColor: previewColor }"
-            />
-          </div>
-        </div>
-        <div
-          class="flex flex-1 items-center justify-between pl-1 text-xs text-component-node-foreground"
+      <slot name="trigger">
+        <button
+          type="button"
+          :disabled="$props.disabled"
+          :class="
+            cn(
+              'flex h-8 w-full items-center overflow-clip rounded-lg border border-transparent bg-component-node-widget-background pr-2 outline-none hover:bg-component-node-widget-background-hovered disabled:cursor-not-allowed disabled:opacity-50',
+              isOpen && 'border-node-stroke',
+              $props.class
+            )
+          "
         >
-          <template v-if="displayMode === 'hex'">
-            <span>{{ displayHex }}</span>
-          </template>
-          <template v-else>
-            <div class="flex gap-2">
-              <span>{{ baseRgb.r }}</span>
-              <span>{{ baseRgb.g }}</span>
-              <span>{{ baseRgb.b }}</span>
+          <div class="flex size-8 shrink-0 items-center justify-center">
+            <div class="relative size-4 overflow-hidden rounded-sm">
+              <div
+                class="absolute inset-0"
+                :style="{
+                  backgroundImage:
+                    'repeating-conic-gradient(#808080 0% 25%, transparent 0% 50%)',
+                  backgroundSize: '4px 4px'
+                }"
+              />
+              <div
+                class="absolute inset-0"
+                :style="{ backgroundColor: previewColor }"
+              />
             </div>
-          </template>
-          <span>{{ hsva.a }}%</span>
-        </div>
-      </button>
+          </div>
+          <div
+            class="flex flex-1 items-center justify-between pl-1 text-xs text-component-node-foreground"
+          >
+            <template v-if="displayMode === 'hex'">
+              <span>{{ displayHex }}</span>
+            </template>
+            <template v-else>
+              <div class="flex gap-2">
+                <span>{{ baseRgb.r }}</span>
+                <span>{{ baseRgb.g }}</span>
+                <span>{{ baseRgb.b }}</span>
+              </div>
+            </template>
+            <span>{{ hsva.a }}%</span>
+          </div>
+        </button>
+      </slot>
     </PopoverTrigger>
     <PopoverPortal>
       <PopoverContent
@@ -123,6 +132,7 @@ const contentStyle = useModalLiftedZIndex(isOpen)
         <ColorPickerPanel
           v-model:hsva="hsva"
           v-model:display-mode="displayMode"
+          :alpha
         />
       </PopoverContent>
     </PopoverPortal>

src/components/ui/color-picker/ColorPickerPanel.vue

@@ -13,6 +13,8 @@ import { hsbToRgb, rgbToHex } from '@/utils/colorUtil'
 import ColorPickerSaturationValue from './ColorPickerSaturationValue.vue'
 import ColorPickerSlider from './ColorPickerSlider.vue'
 
+const { alpha = true } = defineProps<{ alpha?: boolean }>()
+
 const hsva = defineModel<HSVA>('hsva', { required: true })
 const displayMode = defineModel<'hex' | 'rgba'>('displayMode', {
   required: true
@@ -37,6 +39,7 @@ const { t } = useI18n()
     />
     <ColorPickerSlider v-model="hsva.h" type="hue" />
     <ColorPickerSlider
+      v-if="alpha"
       v-model="hsva.a"
       type="alpha"
       :hue="hsva.h"
@@ -72,7 +75,7 @@ const { t } = useI18n()
           <span class="w-6 shrink-0 text-center">{{ rgb.g }}</span>
           <span class="w-6 shrink-0 text-center">{{ rgb.b }}</span>
         </template>
-        <span class="shrink-0 border-l border-border-subtle pl-1"
+        <span v-if="alpha" class="shrink-0 border-l border-border-subtle pl-1"
           >{{ hsva.a }}%</span
         >
       </div>

src/composables/boundingBoxes/boundingBoxesUtil.test.ts

@@ -156,7 +156,7 @@ describe('fromBoundingBoxes', () => {
         y: 200,
         width: 300,
         height: 400,
-        metadata: { type: 'text', text: 'hi', desc: 'd', palette: ['#fff'] }
+        metadata: { type: 'text', text: 'hi', desc: 'd', palette: ['#ffffff'] }
       }
     ]
     expect(fromBoundingBoxes(boxes, 1000, 1000)[0]).toEqual({
@@ -167,10 +167,31 @@ describe('fromBoundingBoxes', () => {
       type: 'text',
       text: 'hi',
       desc: 'd',
-      palette: ['#fff']
+      palette: ['#ffffff']
     })
   })
 
+  it('normalizes palette entries and drops invalid colors', () => {
+    const boxes: BoundingBox[] = [
+      {
+        x: 0,
+        y: 0,
+        width: 10,
+        height: 10,
+        metadata: {
+          type: 'obj',
+          text: '',
+          desc: '',
+          palette: ['#FF0000', '#abc', 'red', '', 123] as unknown as string[]
+        }
+      }
+    ]
+    expect(fromBoundingBoxes(boxes, 100, 100)[0].palette).toEqual([
+      '#ff0000',
+      '#aabbcc'
+    ])
+  })
+
   it('fills defaults when metadata is missing or partial', () => {
     const boxes = [{ x: 0, y: 0, width: 10, height: 10 }] as BoundingBox[]
     expect(fromBoundingBoxes(boxes, 100, 100)[0]).toMatchObject({

src/composables/boundingBoxes/boundingBoxesUtil.ts

@@ -202,6 +202,22 @@ function isBoundingBox(b: unknown): b is BoundingBox {
   )
 }
 
+function normalizeHexColor(color: unknown): string | null {
+  if (typeof color !== 'string') return null
+  const hex = color.trim().toLowerCase()
+  const short = /^#([0-9a-f])([0-9a-f])([0-9a-f])$/.exec(hex)
+  if (short) {
+    return `#${short[1]}${short[1]}${short[2]}${short[2]}${short[3]}${short[3]}`
+  }
+  return /^#([0-9a-f]{6}|[0-9a-f]{8})$/.test(hex) ? hex : null
+}
+
+function normalizePalette(palette: unknown): string[] {
+  return Array.isArray(palette)
+    ? palette.map(normalizeHexColor).filter((c): c is string => c !== null)
+    : []
+}
+
 export function fromBoundingBoxes(
   boxes: readonly BoundingBox[],
   width: number,
@@ -219,9 +235,7 @@ export function fromBoundingBoxes(
       type: meta.type === 'text' ? 'text' : 'obj',
       text: typeof meta.text === 'string' ? meta.text : '',
       desc: typeof meta.desc === 'string' ? meta.desc : '',
-      palette: Array.isArray(meta.palette)
-        ? meta.palette.filter((c): c is string => typeof c === 'string')
-        : []
+      palette: normalizePalette(meta.palette)
     }
   })
 }

src/composables/boundingBoxes/useBoundingBoxes.test.ts

@@ -8,14 +8,32 @@ import { useBoundingBoxes } from './useBoundingBoxes'
 import type { BoundingBox } from '@/types/boundingBoxes'
 import { toNodeId } from '@/types/nodeId'
 
-const { appState } = vi.hoisted(() => ({
-  appState: { node: null as unknown }
+const { appState, outputState } = vi.hoisted(() => ({
+  appState: { node: null as unknown },
+  outputState: {
+    outputs: undefined as unknown,
+    nodeOutputs: null as { value: Record<string, unknown> } | null
+  }
 }))
 
 vi.mock('@/scripts/app', () => ({
   app: { canvas: { graph: { getNodeById: () => appState.node } } }
 }))
 
+vi.mock('@/stores/nodeOutputStore', async () => {
+  const { ref } = await import('vue')
+  const nodeOutputs = ref<Record<string, unknown>>({})
+  outputState.nodeOutputs = nodeOutputs
+  return {
+    useNodeOutputStore: () => ({
+      nodeOutputs,
+      nodePreviewImages: ref({}),
+      getNodeImageUrls: () => undefined,
+      getNodeOutputs: () => outputState.outputs
+    })
+  }
+})
+
 const ctx = {
   measureText: (s: string) => ({ width: s.length * 7 }),
   setTransform: () => {},
@@ -27,6 +45,9 @@ const ctx = {
   save: () => {},
   restore: () => {},
   beginPath: () => {},
+  moveTo: () => {},
+  arc: () => {},
+  fill: () => {},
   rect: () => {},
   clip: () => {},
   font: '',
@@ -58,17 +79,32 @@ function makeCanvas(): HTMLCanvasElement {
   return el
 }
 
-function makeNode() {
+interface MockNode {
+  widgets: { name: string; value: unknown }[]
+  findInputSlot: (name: string) => number
+  getInputNode: () => null
+  isInputConnected?: () => boolean
+}
+
+function makeNode(): MockNode {
   return {
     widgets: [
       { name: 'width', value: 512 },
-      { name: 'height', value: 512 }
+      { name: 'height', value: 512 },
+      { name: 'last_incoming', value: [] }
     ],
     findInputSlot: () => -1,
     getInputNode: () => null
   }
 }
 
+const lastIncomingOf = (node: MockNode) =>
+  node.widgets.find((w) => w.name === 'last_incoming')!.value
+
+const setLastIncomingOf = (node: MockNode, value: BoundingBox[]) => {
+  node.widgets.find((w) => w.name === 'last_incoming')!.value = value
+}
+
 const pe = (
   clientX: number,
   clientY: number,
@@ -96,6 +132,8 @@ interface Captured extends Api {
   modelValue: Ref<BoundingBox[]>
 }
 
+const modelBoxes = (c: Captured) => c.modelValue.value
+
 function setup(initial: BoundingBox[] = []) {
   let captured: Captured | undefined
   const Harness = defineComponent({
@@ -128,9 +166,19 @@ const box = (over: Partial<BoundingBox> = {}): BoundingBox => ({
   ...over
 })
 
+function makeConnectedNode(): MockNode {
+  return {
+    ...makeNode(),
+    findInputSlot: (name: string) => (name === 'bboxes' ? 1 : -1),
+    isInputConnected: () => true
+  }
+}
+
 beforeEach(() => {
   setActivePinia(createPinia())
   appState.node = makeNode()
+  outputState.outputs = undefined
+  if (outputState.nodeOutputs) outputState.nodeOutputs.value = {}
   vi.stubGlobal('requestAnimationFrame', (cb: FrameRequestCallback) => {
     void Promise.resolve().then(() => cb(0))
     return 1
@@ -168,8 +216,8 @@ describe('useBoundingBoxes drawing', () => {
     c.onCanvasPointerMove(pe(60, 60))
     c.onDocPointerUp(pe(60, 60))
     await flush()
-    expect(c.modelValue.value).toHaveLength(1)
-    expect(c.modelValue.value[0].width).toBeGreaterThan(0)
+    expect(modelBoxes(c)).toHaveLength(1)
+    expect(modelBoxes(c)[0].width).toBeGreaterThan(0)
   })
 
   it('discards a zero-size draw', async () => {
@@ -177,7 +225,7 @@ describe('useBoundingBoxes drawing', () => {
     c.onPointerDown(pe(10, 10))
     c.onDocPointerUp(pe(10, 10))
     await flush()
-    expect(c.modelValue.value).toHaveLength(0)
+    expect(modelBoxes(c)).toHaveLength(0)
   })
 
   it('selects an existing region instead of drawing when clicking inside it', async () => {
@@ -185,7 +233,7 @@ describe('useBoundingBoxes drawing', () => {
     c.onPointerDown(pe(30, 30))
     c.onDocPointerUp(pe(30, 30))
     await flush()
-    expect(c.modelValue.value).toHaveLength(1)
+    expect(modelBoxes(c)).toHaveLength(1)
   })
 })
 
@@ -194,7 +242,7 @@ describe('useBoundingBoxes region editing', () => {
     const c = setup([box()])
     c.setActiveType('text')
     await flush()
-    expect(c.modelValue.value[0].metadata.type).toBe('text')
+    expect(modelBoxes(c)[0].metadata.type).toBe('text')
   })
 
   it('deletes the active region on Delete', async () => {
@@ -205,14 +253,18 @@ describe('useBoundingBoxes region editing', () => {
       stopPropagation: () => {}
     } as unknown as KeyboardEvent)
     await flush()
-    expect(c.modelValue.value).toHaveLength(0)
+    expect(modelBoxes(c)).toHaveLength(0)
   })
 
-  it('clears all regions', async () => {
+  it('clears all regions and invalidates the applied upstream input', async () => {
+    const node = makeNode()
+    setLastIncomingOf(node, [box()])
+    appState.node = node
     const c = setup([box(), box({ x: 0 })])
     c.clearAll()
     await flush()
-    expect(c.modelValue.value).toHaveLength(0)
+    expect(modelBoxes(c)).toHaveLength(0)
+    expect(lastIncomingOf(node)).toEqual([])
   })
 })
 
@@ -226,7 +278,7 @@ describe('useBoundingBoxes inline editor', () => {
     c.inlineEditor.value!.value = 'a label'
     c.commitInlineEditor()
     await flush()
-    expect(c.modelValue.value[0].metadata.desc).toBe('a label')
+    expect(modelBoxes(c)[0].metadata.desc).toBe('a label')
     expect(c.inlineEditor.value).toBeNull()
   })
 
@@ -239,6 +291,168 @@ describe('useBoundingBoxes inline editor', () => {
   })
 })
 
+describe('useBoundingBoxes incoming bboxes input', () => {
+  it('adopts cached outputs on mount without overwriting existing edits', () => {
+    const node = makeConnectedNode()
+    appState.node = node
+    const incoming = [box({ x: 0, width: 100 })]
+    outputState.outputs = { input_bboxes: incoming }
+    const c = setup([box({ x: 200, width: 300 })])
+    expect(modelBoxes(c)).toHaveLength(1)
+    expect(modelBoxes(c)[0].width).toBe(300)
+    expect(lastIncomingOf(node)).toEqual(incoming)
+  })
+
+  it('does not re-apply an already applied output after a remount', async () => {
+    const node = makeConnectedNode()
+    const incoming = [box({ x: 0, width: 100 })]
+    setLastIncomingOf(node, incoming)
+    appState.node = node
+    outputState.outputs = { input_bboxes: incoming }
+    const c = setup([box({ x: 200, width: 300 })])
+    outputState.nodeOutputs!.value = { updated: true }
+    await flush()
+    expect(modelBoxes(c)[0].width).toBe(300)
+  })
+
+  it('ignores incoming output when the input is not connected', () => {
+    outputState.outputs = { input_bboxes: [box({ x: 0, width: 100 })] }
+    const c = setup([])
+    expect(modelBoxes(c)).toHaveLength(0)
+  })
+
+  it('repopulates from the next run after clearing the canvas', async () => {
+    appState.node = makeConnectedNode()
+    const c = setup([])
+
+    outputState.outputs = { input_bboxes: [box({ x: 0, width: 100 })] }
+    outputState.nodeOutputs!.value = { n: 1 }
+    await flush()
+    expect(modelBoxes(c)).toHaveLength(1)
+
+    c.clearAll()
+    await flush()
+    expect(modelBoxes(c)).toHaveLength(0)
+
+    outputState.nodeOutputs!.value = { n: 2 }
+    await flush()
+    expect(modelBoxes(c)).toHaveLength(1)
+    expect(modelBoxes(c)[0].width).toBe(100)
+  })
+
+  it('does not apply output updates while the input is disconnected', async () => {
+    let connected = true
+    appState.node = {
+      ...makeConnectedNode(),
+      isInputConnected: () => connected
+    }
+    const c = setup([])
+
+    outputState.outputs = { input_bboxes: [box({ x: 0, width: 100 })] }
+    outputState.nodeOutputs!.value = { n: 1 }
+    await flush()
+    expect(modelBoxes(c)).toHaveLength(1)
+
+    c.clearAll()
+    await flush()
+    connected = false
+    outputState.nodeOutputs!.value = { n: 2 }
+    await flush()
+    expect(modelBoxes(c)).toHaveLength(0)
+  })
+
+  it('does not apply incoming boxes while the user is drawing', async () => {
+    appState.node = makeConnectedNode()
+    const c = setup([])
+    c.grid.value = false
+    c.onPointerDown(pe(10, 10))
+    c.onCanvasPointerMove(pe(50, 50))
+
+    outputState.outputs = {
+      input_bboxes: [box({ x: 0, width: 100, height: 100 })]
+    }
+    outputState.nodeOutputs!.value = { n: 1 }
+    await flush()
+
+    c.onDocPointerUp(pe(50, 50))
+    await flush()
+    expect(modelBoxes(c)).toHaveLength(1)
+    expect(modelBoxes(c)[0].width).toBe(205)
+  })
+
+  it('applies incoming boxes when outputs stream in after mount', async () => {
+    const node = makeConnectedNode()
+    appState.node = node
+    const c = setup([])
+    expect(modelBoxes(c)).toHaveLength(0)
+
+    const incoming = [box({ x: 0, width: 100 })]
+    outputState.outputs = { input_bboxes: incoming }
+    outputState.nodeOutputs!.value = { updated: true }
+    await flush()
+
+    expect(modelBoxes(c)).toHaveLength(1)
+    expect(modelBoxes(c)[0].width).toBe(100)
+    expect(lastIncomingOf(node)).toEqual(incoming)
+  })
+
+  it('re-seeds the canvas over user edits when the upstream value changes', async () => {
+    const node = makeConnectedNode()
+    setLastIncomingOf(node, [box({ x: 0, width: 100 })])
+    appState.node = node
+    const c = setup([box({ x: 200, width: 300 })])
+
+    const changed = [box({ x: 64, width: 128 })]
+    outputState.outputs = { input_bboxes: changed }
+    outputState.nodeOutputs!.value = { n: 1 }
+    await flush()
+
+    expect(modelBoxes(c)[0].width).toBe(128)
+    expect(lastIncomingOf(node)).toEqual(changed)
+  })
+})
+
+describe('useBoundingBoxes grid snapping', () => {
+  it('snaps a drawn box to the grid when grid is enabled (default)', async () => {
+    const c = setup()
+    c.onPointerDown(pe(10, 10))
+    c.onCanvasPointerMove(pe(60, 60))
+    c.onDocPointerUp(pe(60, 60))
+    await flush()
+    expect(modelBoxes(c)).toHaveLength(1)
+    expect(modelBoxes(c)[0].x).toBe(64)
+    expect(modelBoxes(c)[0].width).toBe(256)
+  })
+
+  it('does not snap when grid is disabled', async () => {
+    const c = setup()
+    c.grid.value = false
+    c.onPointerDown(pe(10, 10))
+    c.onCanvasPointerMove(pe(55, 55))
+    c.onDocPointerUp(pe(55, 55))
+    await flush()
+    expect(modelBoxes(c)[0].width).toBe(230)
+  })
+
+  it('keeps the anchored edge fixed when resizing a single edge', async () => {
+    const c = setup([box({ x: 51, y: 51, width: 256, height: 256 })])
+    c.onPointerDown(pe(60, 30))
+    c.onCanvasPointerMove(pe(80, 30))
+    c.onDocPointerUp(pe(80, 30))
+    await flush()
+    expect(modelBoxes(c)[0].x).toBe(51)
+  })
+
+  it('removes a box that a resize collapses to zero size', async () => {
+    const c = setup([box({ x: 64, y: 64, width: 128, height: 128 })])
+    c.onPointerDown(pe(37, 25))
+    c.onCanvasPointerMove(pe(14, 25))
+    c.onDocPointerUp(pe(14, 25))
+    await flush()
+    expect(modelBoxes(c)).toHaveLength(0)
+  })
+})
+
 describe('useBoundingBoxes hover cursor', () => {
   it('switches to a pointer cursor over a tag', async () => {
     const c = setup([box({ x: 10, y: 10, width: 256, height: 256 })])

src/composables/boundingBoxes/useBoundingBoxes.ts

@@ -1,4 +1,5 @@
 import { useElementSize } from '@vueuse/core'
+import { cloneDeep, isEqual } from 'es-toolkit'
 import { storeToRefs } from 'pinia'
 import type { Ref, ShallowRef } from 'vue'
 import { computed, nextTick, onBeforeUnmount, ref, watch } from 'vue'
@@ -15,6 +16,7 @@ import type {
   Region
 } from '@/composables/boundingBoxes/boundingBoxesUtil'
 import { useCanvasStore } from '@/renderer/core/canvas/canvasStore'
+import type { NodeOutputWith } from '@/schemas/apiSchema'
 import { app } from '@/scripts/app'
 import { useNodeOutputStore } from '@/stores/nodeOutputStore'
 import type { BoundingBox } from '@/types/boundingBoxes'
@@ -25,6 +27,10 @@ const HANDLE_PX = 8
 const DIMENSION_STEP = 16
 const BG_DIM = 0.75
 const MAX_ELEMENT_COLORS = 5
+const GRID_PX = 32
+const MAX_GRID_CELLS = 64
+const DOT_ALPHA = 0.18
+const DOT_RADIUS = 1
 
 interface InlineEditorState {
   value: string
@@ -57,6 +63,7 @@ export function useBoundingBoxes(
   const hoverTagIndex = ref<number | null>(null)
   const bgImage = ref<HTMLImageElement | null>(null)
   const inlineEditor = ref<InlineEditorState | null>(null)
+  const grid = ref(true)
 
   const { width: containerWidth } = useElementSize(canvasContainer)
 
@@ -96,6 +103,89 @@ export function useBoundingBoxes(
     return Math.max(0, Math.min(1, n))
   }
 
+  function gridSpec() {
+    const axisFraction = (size: number) =>
+      Math.max(GRID_PX, Math.ceil(size / MAX_GRID_CELLS)) / size
+    return {
+      fx: axisFraction(widthValue.value),
+      fy: axisFraction(heightValue.value)
+    }
+  }
+
+  function snapFraction(value: number, step: number) {
+    return step > 0 ? clampToCanvas(Math.round(value / step) * step) : value
+  }
+
+  function snapRegion(region: Region, mode: HitMode): Region {
+    if (!grid.value) return region
+    const { fx, fy } = gridSpec()
+    if (mode === 'move') {
+      return {
+        ...region,
+        x: Math.min(snapFraction(region.x, fx), 1 - region.w),
+        y: Math.min(snapFraction(region.y, fy), 1 - region.h)
+      }
+    }
+    const snapLeft =
+      mode === 'draw' ||
+      mode === 'resize-l' ||
+      mode === 'resize-tl' ||
+      mode === 'resize-bl'
+    const snapRight =
+      mode === 'draw' ||
+      mode === 'resize-r' ||
+      mode === 'resize-tr' ||
+      mode === 'resize-br'
+    const snapTop =
+      mode === 'draw' ||
+      mode === 'resize-t' ||
+      mode === 'resize-tl' ||
+      mode === 'resize-tr'
+    const snapBottom =
+      mode === 'draw' ||
+      mode === 'resize-b' ||
+      mode === 'resize-bl' ||
+      mode === 'resize-br'
+    const x1 = snapLeft ? snapFraction(region.x, fx) : region.x
+    const y1 = snapTop ? snapFraction(region.y, fy) : region.y
+    const x2 = snapRight
+      ? snapFraction(region.x + region.w, fx)
+      : region.x + region.w
+    const y2 = snapBottom
+      ? snapFraction(region.y + region.h, fy)
+      : region.y + region.h
+    return {
+      ...region,
+      x: x1,
+      y: y1,
+      w: Math.max(0, x2 - x1),
+      h: Math.max(0, y2 - y1)
+    }
+  }
+
+  function drawDots(ctx: CanvasRenderingContext2D, W: number, H: number) {
+    const el = canvasEl.value
+    if (!el) return
+    const { fx, fy } = gridSpec()
+    if (fx <= 0 || fy <= 0) return
+    const cols = Math.round(1 / fx)
+    const rows = Math.round(1 / fy)
+    ctx.save()
+    ctx.globalAlpha = DOT_ALPHA
+    ctx.fillStyle = getComputedStyle(el).color
+    ctx.beginPath()
+    for (let i = 0; i <= cols; i++) {
+      const cx = Math.min(1, i * fx) * W
+      for (let j = 0; j <= rows; j++) {
+        const cy = Math.min(1, j * fy) * H
+        ctx.moveTo(cx + DOT_RADIUS, cy)
+        ctx.arc(cx, cy, DOT_RADIUS, 0, Math.PI * 2)
+      }
+    }
+    ctx.fill()
+    ctx.restore()
+  }
+
   function logicalSize() {
     const el = canvasEl.value
     return { w: el?.clientWidth || 1, h: el?.clientHeight || 1 }
@@ -146,6 +236,8 @@ export function useBoundingBoxes(
       ctx.fillRect(0, 0, W, H)
     }
 
+    if (grid.value) drawDots(ctx, W, H)
+
     const showActive = focused.value || isNodeSelected.value
     const aIdx = showActive ? activeIndex.value : -1
     const order = state.value.regions
@@ -366,7 +458,7 @@ export function useBoundingBoxes(
     const dx = mN.x - dragStartNorm.value.x
     const dy = mN.y - dragStartNorm.value.y
     const nb = applyDrag(dragMode.value, boxAtStart.value, dx, dy)
-    state.value.regions[activeIndex.value] = nb
+    state.value.regions[activeIndex.value] = snapRegion(nb, dragMode.value)
     requestDraw()
   }
 
@@ -375,7 +467,7 @@ export function useBoundingBoxes(
     drawing.value = false
     canvasEl.value?.releasePointerCapture?.(e.pointerId)
     const b = state.value.regions[activeIndex.value]
-    if (b && (b.w < 0.005 || b.h < 0.005) && dragMode.value === 'draw') {
+    if (b && (b.w < 0.005 || b.h < 0.005)) {
       removeRegion(activeIndex.value)
     }
     syncState()
@@ -510,6 +602,7 @@ export function useBoundingBoxes(
   function clearAll() {
     state.value.regions = []
     activeIndex.value = -1
+    setLastIncoming([])
     syncState()
   }
 
@@ -530,6 +623,23 @@ export function useBoundingBoxes(
   watch(isNodeSelected, () => requestDraw())
   watch([widthValue, heightValue], () => syncState())
 
+  watch(
+    litegraphNode,
+    (node) => {
+      const props = node?.properties as { bboxGrid?: unknown } | undefined
+      if (props && typeof props.bboxGrid === 'boolean')
+        grid.value = props.bboxGrid
+    },
+    { immediate: true }
+  )
+  watch(grid, (enabled) => {
+    const props = litegraphNode.value?.properties as
+      | Record<string, unknown>
+      | undefined
+    if (props) props.bboxGrid = enabled
+    requestDraw()
+  })
+
   const nodeOutputStore = useNodeOutputStore()
   function applyImageDimensions(naturalWidth: number, naturalHeight: number) {
     const node = litegraphNode.value
@@ -580,10 +690,63 @@ export function useBoundingBoxes(
     }
     img.src = url
   }
-  watch(() => nodeOutputStore.nodeOutputs, updateBgImage, { deep: true })
+  function lastIncomingWidget() {
+    return litegraphNode.value?.widgets?.find((w) => w.name === 'last_incoming')
+  }
+
+  function lastIncomingValue(): BoundingBox[] {
+    const value = lastIncomingWidget()?.value
+    return Array.isArray(value) ? (value as BoundingBox[]) : []
+  }
+
+  function setLastIncoming(boxes: BoundingBox[]) {
+    const widget = lastIncomingWidget()
+    if (!widget) return
+    const next = cloneDeep(boxes)
+    widget.value = next
+    widget.callback?.(next)
+  }
+
+  function applyIncomingBoxes(apply = true) {
+    if (drawing.value) return
+    const node = litegraphNode.value
+    if (!node) return
+    const slot = node.findInputSlot('bboxes')
+    if (slot < 0 || !node.isInputConnected(slot)) return
+    const outputs = nodeOutputStore.getNodeOutputs(node) as
+      | NodeOutputWith<{ input_bboxes?: BoundingBox[] }>
+      | undefined
+    const incoming = outputs?.input_bboxes
+    if (!incoming?.length) return
+    const applied = lastIncomingValue()
+    if (isEqual(incoming, applied)) return
+    if (!apply) {
+      if (!applied.length && state.value.regions.length)
+        setLastIncoming(incoming)
+      return
+    }
+    state.value.regions = fromBoundingBoxes(
+      incoming,
+      widthValue.value,
+      heightValue.value
+    )
+    activeIndex.value = state.value.regions.length ? 0 : -1
+    setLastIncoming(incoming)
+    syncState()
+  }
+
+  watch(
+    () => nodeOutputStore.nodeOutputs,
+    () => {
+      updateBgImage()
+      applyIncomingBoxes()
+    },
+    { deep: true }
+  )
   watch(() => nodeOutputStore.nodePreviewImages, updateBgImage, { deep: true })
 
   updateBgImage()
+  applyIncomingBoxes(false)
   void nextTick(() => requestDraw())
 
   onBeforeUnmount(() => {
@@ -608,6 +771,7 @@ export function useBoundingBoxes(
     commitInlineEditor,
     setActiveType,
     clearAll,
-    syncState
+    syncState,
+    grid
   }
 }

src/composables/palette/usePaletteSwatchRow.test.ts

@@ -1,4 +1,4 @@
-import { afterEach, describe, expect, it, vi } from 'vitest'
+import { afterEach, describe, expect, it } from 'vitest'
 import type { EffectScope } from 'vue'
 import { effectScope, ref, shallowRef } from 'vue'
 
@@ -13,17 +13,12 @@ afterEach(() => {
 function setup(initial: string[]) {
   const modelValue = ref(initial)
   const container = shallowRef(document.createElement('div'))
-  const picker = shallowRef(document.createElement('input'))
   const scope = effectScope()
   scopes.push(scope)
-  const api = scope.run(() =>
-    usePaletteSwatchRow({ modelValue, container, picker })
-  )!
-  return { modelValue, container, picker, ...api }
+  const api = scope.run(() => usePaletteSwatchRow({ modelValue, container }))!
+  return { modelValue, container, ...api }
 }
 
-const mouseEvent = () => ({ stopPropagation: vi.fn() }) as unknown as MouseEvent
-
 describe('usePaletteSwatchRow', () => {
   it('appends a default color', () => {
     const { modelValue, addColor } = setup(['#000000'])
@@ -37,31 +32,17 @@ describe('usePaletteSwatchRow', () => {
     expect(modelValue.value).toEqual(['#a', '#c'])
   })
 
-  it('seeds the picker input with the clicked color before opening it', () => {
-    const { picker, openPicker } = setup(['#112233'])
-    const click = vi.spyOn(picker.value!, 'click')
-    openPicker(0, mouseEvent())
-    expect(picker.value!.value).toBe('#112233')
-    expect(click).toHaveBeenCalled()
-  })
-
-  it('falls back to white when the slot is empty', () => {
-    const { picker, openPicker } = setup([''])
-    openPicker(0, mouseEvent())
-    expect(picker.value!.value).toBe('#ffffff')
-  })
-
-  it('writes the picked color back to the open slot', () => {
-    const { modelValue, openPicker, onPickerInput } = setup(['#a', '#b'])
-    openPicker(1, mouseEvent())
-    onPickerInput({ target: { value: '#123456' } } as unknown as Event)
+  it('updates the color at an index', () => {
+    const { modelValue, updateAt } = setup(['#a', '#b'])
+    updateAt(1, '#123456')
     expect(modelValue.value).toEqual(['#a', '#123456'])
   })
 
-  it('ignores picker input when no slot is open', () => {
-    const { modelValue, onPickerInput } = setup(['#a'])
-    onPickerInput({ target: { value: '#123456' } } as unknown as Event)
-    expect(modelValue.value).toEqual(['#a'])
+  it('ignores an update that does not change the color', () => {
+    const { modelValue, updateAt } = setup(['#a'])
+    const before = modelValue.value
+    updateAt(0, '#a')
+    expect(modelValue.value).toBe(before)
   })
 
   it('reorders via drag when the pointer crosses another swatch', () => {

src/composables/palette/usePaletteSwatchRow.ts

@@ -5,30 +5,16 @@ import { ref } from 'vue'
 interface UsePaletteSwatchRowOptions {
   modelValue: Ref<string[]>
   container: Readonly<ShallowRef<HTMLDivElement | null>>
-  picker: Readonly<ShallowRef<HTMLInputElement | null>>
 }
 
 export function usePaletteSwatchRow({
   modelValue,
-  container,
-  picker
+  container
 }: UsePaletteSwatchRowOptions) {
-  const pickerIndex = ref<number | null>(null)
-
-  function openPicker(i: number, e: MouseEvent) {
-    e.stopPropagation()
-    pickerIndex.value = i
-    const el = picker.value
-    if (!el) return
-    el.value = modelValue.value[i] || '#ffffff'
-    el.click()
-  }
-
-  function onPickerInput(e: Event) {
-    const v = (e.target as HTMLInputElement).value
-    if (pickerIndex.value === null) return
+  function updateAt(i: number, value: string) {
+    if (modelValue.value[i] === value) return
     const next = modelValue.value.slice()
-    next[pickerIndex.value] = v
+    next[i] = value
     modelValue.value = next
   }
 
@@ -105,8 +91,7 @@ export function usePaletteSwatchRow({
   })
 
   return {
-    openPicker,
-    onPickerInput,
+    updateAt,
     remove,
     addColor,
     onPointerDown

src/composables/templateSearchConfig.test.ts

@@ -0,0 +1,316 @@
+import { describe, expect, it } from 'vitest'
+
+import type { SearchResult } from 'minisearch'
+
+import {
+  createTemplateSearchIndex,
+  expandAbbreviation,
+  expandQuery,
+  rankByRelevanceThenUsage,
+  searchTemplates,
+  termFuzziness,
+  tokenize
+} from '@/composables/templateSearchConfig'
+import type { TemplateInfo } from '@/platform/workflow/templates/types/template'
+
+const buildTemplate = (
+  overrides: Partial<TemplateInfo> & { name: string }
+): TemplateInfo => ({
+  description: '',
+  mediaType: 'image',
+  mediaSubtype: 'png',
+  ...overrides
+})
+
+describe('tokenize', () => {
+  it('splits identifiers on hyphen and underscore', () => {
+    expect(tokenize('video_ltx2_3_t2v')).toEqual([
+      'video_ltx2_3_t2v',
+      'video',
+      'ltx2',
+      '3',
+      't2v'
+    ])
+  })
+
+  it('splits a trailing version off its name so "wan 2.7" matches "wan2.7"', () => {
+    expect(tokenize('wan2.7')).toEqual(['wan2.7', 'wan', '2.7'])
+  })
+
+  it('keeps a mid-digit abbreviation whole', () => {
+    expect(tokenize('t2v')).toEqual(['t2v'])
+  })
+
+  it('emits a unigram and bigram for each char of an unspaced CJK run', () => {
+    expect(tokenize('图像放大')).toEqual([
+      '图',
+      '像',
+      '放',
+      '大',
+      '图像',
+      '像放',
+      '放大'
+    ])
+  })
+
+  it('grams katakana including the prolonged-sound mark', () => {
+    expect(tokenize('データ')).toEqual(['デ', 'ー', 'タ', 'デー', 'ータ'])
+  })
+
+  it('treats Korean as a spaced script, not an unspaced CJK run', () => {
+    expect(tokenize('업스케일')).toEqual(['업스케일'])
+  })
+
+  it('grams the CJK part of a word glued to latin, keeping the whole word', () => {
+    expect(tokenize('flux图像')).toEqual(['图', '像', '图像', 'flux图像'])
+  })
+
+  it('lowercases and drops empty tokens', () => {
+    expect(tokenize('  Flux   Kontext ')).toEqual(['flux', 'kontext'])
+  })
+})
+
+describe('termFuzziness', () => {
+  it('is exact for short terms (≤3 chars)', () => {
+    expect(termFuzziness('t2v')).toBe(false)
+    expect(termFuzziness('cn')).toBe(false)
+  })
+
+  it('is exact for any term containing a digit so versions do not blur', () => {
+    expect(termFuzziness('2.5')).toBe(false)
+    expect(termFuzziness('flux2')).toBe(false)
+  })
+
+  it('allows edits for longer alphabetic terms', () => {
+    expect(termFuzziness('control')).not.toBe(false)
+  })
+})
+
+describe('expandAbbreviation', () => {
+  it('expands cross-modality shorthand', () => {
+    expect(expandAbbreviation('t2i')).toBe('text image')
+    expect(expandAbbreviation('i2v')).toBe('image video')
+    expect(expandAbbreviation('txt2img')).toBe('text image')
+  })
+
+  it('expands same-modality transforms to editing', () => {
+    expect(expandAbbreviation('img2img')).toBe('image edit')
+    expect(expandAbbreviation('v2v')).toBe('video edit')
+  })
+
+  it('expands known acronyms', () => {
+    expect(expandAbbreviation('cn')).toBe('controlnet')
+  })
+
+  it('returns null for unknown tokens and unknown modalities', () => {
+    expect(expandAbbreviation('flux')).toBeNull()
+    expect(expandAbbreviation('x2y')).toBeNull()
+  })
+})
+
+describe('expandQuery', () => {
+  it('expands shorthand tokens within a multi-word query', () => {
+    expect(expandQuery('wan i2v')).toBe('wan image video')
+  })
+
+  it('returns null when nothing expands', () => {
+    expect(expandQuery('flux upscale')).toBeNull()
+  })
+})
+
+describe('searchTemplates', () => {
+  const buildIndex = (templates: TemplateInfo[]) =>
+    createTemplateSearchIndex(templates)
+
+  it('returns an empty array for a blank query without touching the index', () => {
+    const index = buildIndex([buildTemplate({ name: 'a', title: 'Alpha' })])
+    expect(searchTemplates(index, '   ')).toEqual([])
+  })
+
+  it('matches a prefix ("vid" → "video")', () => {
+    const index = buildIndex([
+      buildTemplate({ name: 'video', title: 'Video Generator' }),
+      buildTemplate({ name: 'audio', title: 'Audio Studio' })
+    ])
+    expect(searchTemplates(index, 'vid')).toContain('video')
+    expect(searchTemplates(index, 'vid')).not.toContain('audio')
+  })
+
+  it('tolerates a typo in a longer term ("contorlnet")', () => {
+    const index = buildIndex([
+      buildTemplate({
+        name: 'cn',
+        title: 'Union ControlNet',
+        tags: ['ControlNet']
+      })
+    ])
+    expect(searchTemplates(index, 'contorlnet')).toContain('cn')
+  })
+
+  it('does not fuzzy-match a long word onto its shorter substring', () => {
+    const index = buildIndex([
+      buildTemplate({ name: 'real', title: 'SeedVR2 Image Upscale' }),
+      buildTemplate({
+        name: 'junk',
+        title: 'Anime Text to Image',
+        description: 'configure CFG scale and steps'
+      })
+    ])
+    expect(searchTemplates(index, 'upscale')).toContain('real')
+    expect(searchTemplates(index, 'upscale')).not.toContain('junk')
+  })
+
+  it('matches a CJK term inside an unspaced CJK title', () => {
+    const index = buildIndex([
+      buildTemplate({ name: 'zh_upscale', title: '图像放大' }), // "image upscale"
+      buildTemplate({ name: 'zh_video', title: '视频补帧' }) // "video interpolation"
+    ])
+    // 放大 = "upscale"
+    expect(searchTemplates(index, '放大')).toContain('zh_upscale')
+    expect(searchTemplates(index, '放大')).not.toContain('zh_video')
+  })
+
+  it('matches a single CJK character that ends an unspaced run', () => {
+    const index = buildIndex([buildTemplate({ name: 'zh', title: '图像放大' })])
+    // 大 is only the trailing half of the last bigram; the unigram reaches it.
+    expect(searchTemplates(index, '大')).toContain('zh')
+  })
+
+  it('requires all words to match (AND) before falling back to OR', () => {
+    const index = buildIndex([
+      buildTemplate({
+        name: 'both',
+        title: 'Flux Upscale',
+        models: ['Flux'],
+        tags: ['Upscale']
+      }),
+      buildTemplate({ name: 'flux_only', title: 'Flux Text to Image' })
+    ])
+    expect(searchTemplates(index, 'flux upscale')[0]).toBe('both')
+  })
+
+  it('breaks a near-tie by higher usage', () => {
+    const index = buildIndex([
+      buildTemplate({ name: 'low', title: 'Alpha Upscale', usage: 1 }),
+      buildTemplate({ name: 'high', title: 'Beta Upscale', usage: 5000 })
+    ])
+    expect(searchTemplates(index, 'upscale')[0]).toBe('high')
+  })
+
+  it('does not let usage override a clearly stronger text match', () => {
+    const index = buildIndex([
+      buildTemplate({ name: 'exact', title: 'Outpaint', usage: 1 }),
+      buildTemplate({
+        name: 'weak',
+        title: 'Portrait',
+        description: 'has an outpaint option somewhere',
+        usage: 9000
+      })
+    ])
+    expect(searchTemplates(index, 'outpaint')[0]).toBe('exact')
+  })
+
+  it('deduplicates literal and expansion matches, keeping the literal first', () => {
+    const index = buildIndex([
+      buildTemplate({ name: 'literal', title: 'Wan T2V', tags: ['T2V'] }),
+      buildTemplate({ name: 'expanded', title: 'Text to Video Studio' })
+    ])
+    const results = searchTemplates(index, 't2v')
+    expect(results[0]).toBe('literal')
+    expect(new Set(results).size).toBe(results.length)
+  })
+
+  it('indexes localized title/description over raw english', () => {
+    const index = buildIndex([
+      buildTemplate({
+        name: 'localized',
+        title: 'raw',
+        localizedTitle: 'aquarela',
+        description: 'raw',
+        localizedDescription: 'pintura'
+      })
+    ])
+    expect(searchTemplates(index, 'aquarela')).toEqual(['localized'])
+    expect(searchTemplates(index, 'pintura')).toEqual(['localized'])
+  })
+
+  it('falls back to the name when a template has no title or description', () => {
+    const index = buildIndex([buildTemplate({ name: 'flux_kontext_edit' })])
+    expect(searchTemplates(index, 'kontext')).toEqual(['flux_kontext_edit'])
+  })
+
+  it('ranks an editing template above text-to-image for "img2img"', () => {
+    const index = buildIndex([
+      buildTemplate({
+        name: 'text_to_image',
+        title: 'Qwen Text to Image',
+        tags: ['Text to Image']
+      }),
+      buildTemplate({
+        name: 'image_edit',
+        title: 'Qwen Image Edit',
+        tags: ['Image Edit']
+      })
+    ])
+    expect(searchTemplates(index, 'img2img')[0]).toBe('image_edit')
+  })
+
+  it('ranks a title match above a tag match above a description-only match', () => {
+    const index = buildIndex([
+      buildTemplate({
+        name: 'in_description',
+        title: 'Something Else',
+        description: 'mentions upscale in passing'
+      }),
+      buildTemplate({ name: 'in_tag', title: 'Something', tags: ['Upscale'] }),
+      buildTemplate({ name: 'in_title', title: 'Upscale Studio' })
+    ])
+    expect(searchTemplates(index, 'upscale')).toEqual([
+      'in_title',
+      'in_tag',
+      'in_description'
+    ])
+  })
+
+  it('ranks an exact title above a title with extra words', () => {
+    const index = buildIndex([
+      buildTemplate({ name: 'with_extra', title: 'ControlNet Guidance' }),
+      buildTemplate({ name: 'exact', title: 'ControlNet' })
+    ])
+    expect(searchTemplates(index, 'controlnet')[0]).toBe('exact')
+  })
+})
+
+describe('rankByRelevanceThenUsage', () => {
+  const hit = (id: string, score: number, usage: number): SearchResult =>
+    ({ id, score, usage }) as unknown as SearchResult
+
+  // Scores 0.93/0.965/1.0 with usages 100/50/1 form an intransitive cycle under
+  // a pairwise relative-band compare (A>B, B>C, but A<C), which makes Array.sort
+  // input-order-dependent. Bucketing must give one stable order for any input.
+  it('produces a stable order for an intransitive cluster', () => {
+    const a = hit('a', 0.93, 100)
+    const b = hit('b', 0.965, 50)
+    const c = hit('c', 1.0, 1)
+
+    const order = (hits: SearchResult[]) =>
+      rankByRelevanceThenUsage(hits).map((h) => h.id)
+
+    const expected = order([a, b, c])
+    expect(order([c, b, a])).toEqual(expected)
+    expect(order([b, a, c])).toEqual(expected)
+    expect(order([c, a, b])).toEqual(expected)
+  })
+
+  it('breaks ties within a band by usage but not across bands', () => {
+    const strong = hit('strong', 1.0, 1)
+    const nearStrong = hit('near', 0.98, 500)
+    const weak = hit('weak', 0.5, 9000)
+
+    const ids = rankByRelevanceThenUsage([weak, strong, nearStrong]).map(
+      (h) => h.id
+    )
+    // near (higher usage, same band as strong) leads; weak stays last on score.
+    expect(ids).toEqual(['near', 'strong', 'weak'])
+  })
+})

src/composables/templateSearchConfig.ts

@@ -0,0 +1,204 @@
+import MiniSearch from 'minisearch'
+import type { SearchResult } from 'minisearch'
+
+import type { TemplateInfo } from '@/platform/workflow/templates/types/template'
+
+// MiniSearch serializes the index but not the search options, so the tokenizer
+// and field list live here and are used at both index and query time.
+
+const SEARCH_FIELDS = [
+  'title',
+  'description',
+  'tags',
+  'models',
+  'name'
+] as const
+
+// Usage only reorders hits within this fraction of the top score, so popularity
+// never overrides a clearly-better text match. 5% tuned empirically.
+const USAGE_TIEBREAK_BAND = 0.05
+
+// Script-matched so spaced neighbors like Korean fall to the word tokenizer.
+const CJK = /[\p{scx=Han}\p{scx=Hiragana}\p{scx=Katakana}]/u
+const CJK_RUN = new RegExp(`${CJK.source}+`, 'gu')
+
+// Unigrams + bigrams so any substring of an unspaced run lands on a token.
+function cjkGrams(word: string): string[] {
+  const grams: string[] = []
+  for (const run of word.match(CJK_RUN) ?? []) {
+    const characters = run.split('')
+    grams.push(...characters)
+    for (let i = 1; i < characters.length; i++) {
+      grams.push(characters[i - 1] + characters[i])
+    }
+  }
+  return grams
+}
+
+/**
+ * Emits sub-parts so a term matches however it's typed: `-`/`_` splits, a
+ * trailing version (`wan2.7` → `wan`, `2.7`), and CJK character grams.
+ */
+export function tokenize(text: string): string[] {
+  const tokens = new Set<string>()
+  for (const word of text.toLowerCase().split(/\s+/).filter(Boolean)) {
+    for (const gram of cjkGrams(word)) tokens.add(gram)
+    // A pure-CJK run has no whole-word token — its grams already cover it.
+    if (CJK.test(word) && !/[a-z0-9]/.test(word)) continue
+    tokens.add(word)
+    for (const part of word.split(/[-_]/)) {
+      if (part) tokens.add(part)
+    }
+    const version = word.match(/^([a-z][a-z.]*?)(\d+(?:\.\d+)*)$/)
+    if (version) {
+      tokens.add(version[1].replace(/\.$/, ''))
+      tokens.add(version[2])
+    }
+  }
+  return [...tokens]
+}
+
+// Exact for ≤3-char and digit-bearing terms; otherwise 20% of length, so a typo
+// is forgiven but `upscale` can't fuzzy-match the shorter `scale`.
+export function termFuzziness(term: string): number | false {
+  return term.length <= 3 || /\d/.test(term) ? false : 0.2
+}
+
+function searchOptions(combineWith: 'AND' | 'OR' = 'AND') {
+  // Description demoted below default so an incidental prose mention never
+  // outranks a real title/model match.
+  return {
+    boost: { title: 3, models: 2, tags: 2, description: 0.5 },
+    prefix: true,
+    fuzzy: termFuzziness,
+    combineWith,
+    tokenize
+  }
+}
+
+// `{X}2{Y}` shorthand expanded by structure (t2i, txt2img, …) rather than one
+// entry per spelling.
+const MODALITY_STEMS: Record<string, string> = {
+  t: 'text',
+  txt: 'text',
+  text: 'text',
+  i: 'image',
+  img: 'image',
+  image: 'image',
+  v: 'video',
+  vid: 'video',
+  video: 'video',
+  a: 'audio',
+  s: 'audio',
+  m: 'music'
+}
+
+const SAME_MODALITY_EDIT: Record<string, string> = {
+  image: 'image edit',
+  video: 'video edit',
+  audio: 'audio edit'
+}
+
+const ACRONYMS: Record<string, string> = {
+  cn: 'controlnet'
+}
+
+export function expandAbbreviation(token: string): string | null {
+  const lower = token.trim().toLowerCase()
+  if (ACRONYMS[lower]) return ACRONYMS[lower]
+
+  const match = lower.match(/^([a-z]+)2([a-z]+)$/)
+  if (!match) return null
+  const left = MODALITY_STEMS[match[1]]
+  const right = MODALITY_STEMS[match[2]]
+  if (!left || !right) return null
+  if (left === right) return SAME_MODALITY_EDIT[left] ?? left
+  return `${left} ${right}`
+}
+
+/** Expands shorthand tokens (`wan i2v` → `wan image video`); null if none expand. */
+export function expandQuery(query: string): string | null {
+  let changed = false
+  const out = query
+    .split(/\s+/)
+    .filter(Boolean)
+    .map((token) => {
+      const expansion = expandAbbreviation(token.toLowerCase())
+      if (expansion) changed = true
+      return expansion ?? token
+    })
+    .join(' ')
+  return changed ? out : null
+}
+
+export function createTemplateSearchIndex(
+  templates: TemplateInfo[]
+): MiniSearch<TemplateInfo> {
+  const index = new MiniSearch<TemplateInfo>({
+    idField: 'name',
+    fields: [...SEARCH_FIELDS],
+    // Returned on each hit so the tiebreak can read usage without a second lookup.
+    storeFields: ['usage'],
+    // Index the localized strings the card actually shows, so a match explains
+    // a visible result.
+    extractField: (template, field) => {
+      if (field === 'title') return template.localizedTitle ?? template.title
+      if (field === 'description') {
+        return template.localizedDescription ?? template.description ?? ''
+      }
+      const value = template[field as keyof TemplateInfo]
+      return Array.isArray(value) ? value.join(' ') : ((value as string) ?? '')
+    },
+    tokenize,
+    searchOptions: searchOptions('AND')
+  })
+  index.addAll(templates)
+  return index
+}
+
+// Rank by relevance, with usage breaking ties inside a score band. Scores are
+// bucketed so the ordering is a stable total order (a pairwise relative-band
+// compare is intransitive). log1p dampens heavy-tailed usage.
+export function rankByRelevanceThenUsage(hits: SearchResult[]): SearchResult[] {
+  const bandSize =
+    hits.reduce((max, hit) => Math.max(max, hit.score), 0) * USAGE_TIEBREAK_BAND
+  const bucket = (score: number) =>
+    bandSize > 0 ? Math.round(score / bandSize) : 0
+  return [...hits].sort((a, b) => {
+    if (bucket(a.score) !== bucket(b.score)) return b.score - a.score
+    return Math.log1p(Number(b.usage ?? 0)) - Math.log1p(Number(a.usage ?? 0))
+  })
+}
+
+/** Ordered template names for a query: literal matches first, then dedup'd expansion matches. */
+export function searchTemplates(
+  index: MiniSearch<TemplateInfo>,
+  query: string
+): string[] {
+  const trimmed = query.trim()
+  if (!trimmed) return []
+
+  const andThenOr = (q: string): SearchResult[] => {
+    const and = index.search(q, searchOptions('AND'))
+    const hits = and.length > 0 ? and : index.search(q, searchOptions('OR'))
+    return rankByRelevanceThenUsage(hits)
+  }
+
+  const ordered: string[] = []
+  const seen = new Set<string>()
+  const collect = (hits: SearchResult[]) => {
+    for (const hit of hits) {
+      const id = String(hit.id)
+      if (!seen.has(id)) {
+        seen.add(id)
+        ordered.push(id)
+      }
+    }
+  }
+
+  collect(andThenOr(trimmed))
+  const expanded = expandQuery(trimmed)
+  if (expanded) collect(andThenOr(expanded))
+
+  return ordered
+}

src/composables/useLoad3d.test.ts

@@ -77,6 +77,14 @@ vi.mock('pinia', async (importOriginal) => {
   }
 })
 
+const { settingGetMock } = vi.hoisted(() => ({
+  settingGetMock: vi.fn()
+}))
+
+vi.mock('@/platform/settings/settingStore', () => ({
+  useSettingStore: () => ({ get: settingGetMock })
+}))
+
 vi.mock('@/renderer/core/canvas/canvasStore', () => ({
   useCanvasStore: vi.fn()
 }))
@@ -95,6 +103,9 @@ describe('useLoad3d', () => {
     vi.clearAllMocks()
     nodeToLoad3dMap.clear()
     vi.mocked(getActivePinia).mockReturnValue(null as unknown as Pinia)
+    settingGetMock.mockImplementation((key: string) =>
+      key === 'Comfy.Load3D.BackgroundColor' ? '282828' : undefined
+    )
 
     mockNode = createMockLGraphNode({
       properties: {
@@ -356,6 +367,20 @@ describe('useLoad3d', () => {
       expect(composable.isPreview.value).toBe(true)
     })
 
+    it('should set preview mode for save-viewer nodes despite width/height widgets', async () => {
+      Object.defineProperty(mockNode, 'constructor', {
+        value: { comfyClass: 'Save3DAdvanced' },
+        configurable: true
+      })
+
+      const composable = useLoad3d(mockNode)
+      const containerRef = document.createElement('div')
+
+      await composable.initializeLoad3d(containerRef)
+
+      expect(composable.isPreview.value).toBe(true)
+    })
+
     it('should handle initialization errors', async () => {
       vi.mocked(createLoad3d).mockImplementationOnce(() => {
         throw new Error('Load3d creation failed')
@@ -383,7 +408,37 @@ describe('useLoad3d', () => {
       const nodeRef = shallowRef<LGraphNode | null>(mockNode)
       const composable = useLoad3d(nodeRef)
 
-      expect(composable.sceneConfig.value.backgroundColor).toBe('#000000')
+      expect(composable.sceneConfig.value.backgroundColor).toBe('#282828')
+    })
+
+    it('defaults background color from the Comfy.Load3D.BackgroundColor setting', () => {
+      vi.mocked(getActivePinia).mockReturnValue({} as unknown as Pinia)
+      vi.mocked(useCanvasStore).mockReturnValue(
+        reactive({ appScalePercentage: 100 }) as unknown as ReturnType<
+          typeof useCanvasStore
+        >
+      )
+      settingGetMock.mockImplementation((key: string) =>
+        key === 'Comfy.Load3D.BackgroundColor' ? '123456' : undefined
+      )
+
+      const composable = useLoad3d(mockNode)
+
+      expect(composable.sceneConfig.value.backgroundColor).toBe('#123456')
+    })
+
+    it('attaches event listeners before running queued ready callbacks', async () => {
+      const composable = useLoad3d(mockNode)
+      let listenersAttachedWhenCallbackRan = false
+
+      composable.waitForLoad3d(() => {
+        listenersAttachedWhenCallbackRan =
+          vi.mocked(mockLoad3d.addEventListener!).mock.calls.length > 0
+      })
+
+      await composable.initializeLoad3d(document.createElement('div'))
+
+      expect(listenersAttachedWhenCallbackRan).toBe(true)
     })
 
     it('passes getZoomScale callback to createLoad3d', async () => {

src/composables/useLoad3d.ts

@@ -8,6 +8,7 @@ import { useChainCallback } from '@/composables/functional/useChainCallback'
 import type Load3d from '@/extensions/core/load3d/Load3d'
 import Load3dUtils from '@/extensions/core/load3d/Load3dUtils'
 import { createLoad3d } from '@/extensions/core/load3d/createLoad3d'
+import { isLoad3dResultViewerNode } from '@/extensions/core/load3d/nodeTypes'
 import {
   isAssetPreviewSupported,
   persistThumbnail
@@ -118,7 +119,9 @@ export const useLoad3d = (nodeOrRef: MaybeRef<LGraphNode | null>) => {
 
   const sceneConfig = ref<SceneConfig>({
     showGrid: true,
-    backgroundColor: '#000000',
+    backgroundColor: getActivePinia()
+      ? '#' + useSettingStore().get('Comfy.Load3D.BackgroundColor')
+      : '#282828',
     backgroundImage: '',
     backgroundRenderMode: 'tiled'
   })
@@ -192,6 +195,7 @@ export const useLoad3d = (nodeOrRef: MaybeRef<LGraphNode | null>) => {
       const heightWidget = node.widgets?.find((w) => w.name === 'height')
 
       if (
+        isLoad3dResultViewerNode(node.constructor.comfyClass ?? '') ||
         node.constructor.comfyClass?.startsWith('Preview') ||
         !(widthWidget && heightWidget)
       ) {
@@ -248,6 +252,8 @@ export const useLoad3d = (nodeOrRef: MaybeRef<LGraphNode | null>) => {
 
       nodeToLoad3dMap.set(node, load3d)
 
+      handleEvents('add')
+
       const callbacks = pendingCallbacks.get(node)
 
       if (callbacks && load3d) {
@@ -263,8 +269,6 @@ export const useLoad3d = (nodeOrRef: MaybeRef<LGraphNode | null>) => {
           if (load3d) invokeReadyCallback(callback, load3d)
         })
       }
-
-      handleEvents('add')
     } catch (error) {
       console.error('Error initializing Load3d:', error)
       useToastStore().addAlert(

src/composables/useLoad3dViewer.ts

@@ -4,7 +4,7 @@ import QuickLRU from '@alloc/quick-lru'
 import type Load3d from '@/extensions/core/load3d/Load3d'
 import Load3dUtils from '@/extensions/core/load3d/Load3dUtils'
 import { createLoad3d } from '@/extensions/core/load3d/createLoad3d'
-import { isLoad3dPreviewNode } from '@/extensions/core/load3d/nodeTypes'
+import { isLoad3dResultViewerNode } from '@/extensions/core/load3d/nodeTypes'
 import type {
   AnimationItem,
   BackgroundRenderModeType,
@@ -371,7 +371,7 @@ export const useLoad3dViewer = (node?: LGraphNode) => {
         | LightConfig
         | undefined
 
-      isPreview.value = isLoad3dPreviewNode(node.type ?? '')
+      isPreview.value = isLoad3dResultViewerNode(node.type ?? '')
 
       if (sceneConfig) {
         backgroundColor.value =

src/composables/useTemplateFiltering.test.ts

@@ -1,7 +1,6 @@
 import { createPinia, setActivePinia } from 'pinia'
 import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
 import { nextTick, ref } from 'vue'
-import type { IFuseOptions } from 'fuse.js'
 
 import type { TemplateInfo } from '@/platform/workflow/templates/types/template'
 import { TemplateIncludeOnDistributionEnum } from '@/platform/workflow/templates/types/template'
@@ -24,11 +23,11 @@ const defaultSettingStore = {
 }
 
 const defaultRankingStore = {
-  computeDefaultScore: vi.fn(() => 0),
-  computePopularScore: vi.fn(() => 0),
-  getUsageScore: vi.fn(() => 0),
+  computeDefaultScore: vi.fn(
+    (_date?: string, _rank?: number, usage: number = 0) => usage
+  ),
   computeFreshness: vi.fn(() => 0.5),
-  isLoaded: { value: false }
+  largestUsageScore: 0
 }
 
 const mockSystemStatsStore = {
@@ -51,9 +50,10 @@ vi.mock('@/stores/systemStatsStore', () => ({
   useSystemStatsStore: vi.fn(() => mockSystemStatsStore)
 }))
 
+const trackTemplateFilterChanged = vi.hoisted(() => vi.fn())
 vi.mock('@/platform/telemetry', () => ({
   useTelemetry: vi.fn(() => ({
-    trackTemplateFilterChanged: vi.fn(),
+    trackTemplateFilterChanged,
     trackSearchQuery: vi.fn()
   }))
 }))
@@ -62,20 +62,12 @@ vi.mock('@/platform/telemetry/searchQuery/useSearchQueryTracking', () => ({
   useSearchQueryTracking: vi.fn()
 }))
 
-const mockGetFuseOptions = vi.hoisted(() => vi.fn())
-vi.mock('@/scripts/api', () => ({
-  api: {
-    getFuseOptions: mockGetFuseOptions
-  }
-}))
-
 describe('useTemplateFiltering', () => {
   beforeEach(() => {
     setActivePinia(createPinia())
     vi.clearAllMocks()
     vi.stubGlobal('__DISTRIBUTION__', 'localhost')
     mockSystemStatsStore.systemStats.system.os = 'linux'
-    mockGetFuseOptions.mockResolvedValue(null)
   })
 
   afterEach(() => {
@@ -248,117 +240,423 @@ describe('useTemplateFiltering', () => {
     ])
   })
 
-  describe('loadFuseOptions', () => {
-    it('updates fuseOptions when getFuseOptions returns valid options', async () => {
-      const templates = ref<TemplateInfo[]>([
-        {
-          name: 'test-template',
-          description: 'Test template',
-          mediaType: 'image',
-          mediaSubtype: 'png'
-        }
-      ])
-
-      const customFuseOptions: IFuseOptions<TemplateInfo> = {
-        keys: [
-          { name: 'name', weight: 0.5 },
-          { name: 'description', weight: 0.5 }
-        ],
-        threshold: 0.4,
-        includeScore: true
+  const usageRankedTemplates = () =>
+    ref<TemplateInfo[]>([
+      {
+        name: 'low',
+        title: 'Low',
+        description: '',
+        mediaType: 'image',
+        mediaSubtype: 'png',
+        usage: 10
+      },
+      {
+        name: 'high',
+        title: 'High',
+        description: '',
+        mediaType: 'image',
+        mediaSubtype: 'png',
+        usage: 900
       }
+    ])
 
-      mockGetFuseOptions.mockResolvedValueOnce(customFuseOptions)
+  it('ranks "recommended" via computeDefaultScore', async () => {
+    const { sortBy, filteredTemplates } = useTemplateFiltering(
+      usageRankedTemplates()
+    )
 
-      const { loadFuseOptions, filteredTemplates } =
-        useTemplateFiltering(templates)
+    sortBy.value = 'recommended'
+    await nextTick()
 
-      await loadFuseOptions()
+    expect(filteredTemplates.value.map((template) => template.name)).toEqual([
+      'high',
+      'low'
+    ])
+    expect(defaultRankingStore.computeDefaultScore).toHaveBeenCalled()
+  })
 
-      expect(mockGetFuseOptions).toHaveBeenCalledTimes(1)
-      expect(filteredTemplates.value).toBeDefined()
-    })
+  it('ranks "popular" by raw usage without the recommended score', async () => {
+    const { sortBy, filteredTemplates } = useTemplateFiltering(
+      usageRankedTemplates()
+    )
 
-    it('does not update fuseOptions when getFuseOptions returns null', async () => {
-      const templates = ref<TemplateInfo[]>([
-        {
-          name: 'test-template',
-          description: 'Test template',
-          mediaType: 'image',
-          mediaSubtype: 'png'
-        }
-      ])
+    sortBy.value = 'popular'
+    await nextTick()
 
-      mockGetFuseOptions.mockResolvedValueOnce(null)
+    expect(filteredTemplates.value.map((template) => template.name)).toEqual([
+      'high',
+      'low'
+    ])
+    expect(defaultRankingStore.computeDefaultScore).not.toHaveBeenCalled()
+  })
 
-      const { loadFuseOptions, filteredTemplates } =
-        useTemplateFiltering(templates)
-
-      const initialResults = filteredTemplates.value
-
-      await loadFuseOptions()
-
-      expect(mockGetFuseOptions).toHaveBeenCalledTimes(1)
-      expect(filteredTemplates.value).toEqual(initialResults)
-    })
-
-    it('handles errors when getFuseOptions fails', async () => {
-      const templates = ref<TemplateInfo[]>([
-        {
-          name: 'test-template',
-          description: 'Test template',
-          mediaType: 'image',
-          mediaSubtype: 'png'
-        }
-      ])
-
-      mockGetFuseOptions.mockRejectedValueOnce(new Error('Network error'))
-
-      const { loadFuseOptions, filteredTemplates } =
-        useTemplateFiltering(templates)
-
-      const initialResults = filteredTemplates.value
-
-      await expect(loadFuseOptions()).rejects.toThrow('Network error')
-      expect(filteredTemplates.value).toEqual(initialResults)
-    })
-
-    it('recreates Fuse instance when fuseOptions change', async () => {
-      const templates = ref<TemplateInfo[]>([
-        {
-          name: 'searchable-template',
-          description: 'This is a searchable template',
-          mediaType: 'image',
-          mediaSubtype: 'png'
-        },
-        {
-          name: 'another-template',
-          description: 'Another template',
-          mediaType: 'image',
-          mediaSubtype: 'png'
-        }
-      ])
-
-      const { loadFuseOptions, searchQuery, filteredTemplates } =
-        useTemplateFiltering(templates)
-
-      const customFuseOptions = {
-        keys: [{ name: 'name', weight: 1.0 }],
-        threshold: 0.2,
-        includeScore: true,
-        includeMatches: true
+  it('filters to ComfyUI templates via the Runs On filter', async () => {
+    const templates = ref<TemplateInfo[]>([
+      {
+        name: 'open',
+        title: 'Open',
+        description: '',
+        mediaType: 'image',
+        mediaSubtype: 'png',
+        openSource: true
+      },
+      {
+        name: 'partner',
+        title: 'Partner',
+        description: '',
+        mediaType: 'image',
+        mediaSubtype: 'png',
+        openSource: false
       }
+    ])
 
-      mockGetFuseOptions.mockResolvedValueOnce(customFuseOptions)
+    const { selectedRunsOn, filteredTemplates } =
+      useTemplateFiltering(templates)
+    selectedRunsOn.value = ['ComfyUI']
+    await nextTick()
 
-      await loadFuseOptions()
+    expect(filteredTemplates.value.map((template) => template.name)).toEqual([
+      'open'
+    ])
+  })
+
+  it('sorts alphabetically by the localized title shown on the card', async () => {
+    const templates = ref<TemplateInfo[]>([
+      {
+        name: 'z-raw',
+        title: 'Apple', // raw title would sort first
+        localizedTitle: 'Zebra', // but the card shows this
+        description: '',
+        mediaType: 'image',
+        mediaSubtype: 'png'
+      },
+      {
+        name: 'a-raw',
+        title: 'Zulu',
+        localizedTitle: 'Ant',
+        description: '',
+        mediaType: 'image',
+        mediaSubtype: 'png'
+      }
+    ])
+
+    const { sortBy, filteredTemplates } = useTemplateFiltering(templates)
+    sortBy.value = 'alphabetical'
+    await nextTick()
+
+    expect(filteredTemplates.value.map((template) => template.name)).toEqual([
+      'a-raw', // Ant
+      'z-raw' // Zebra
+    ])
+  })
+
+  it('A-Z trims whitespace, groups numbers after letters, and orders them naturally', async () => {
+    const make = (name: string, title: string): TemplateInfo => ({
+      name,
+      title,
+      description: '',
+      mediaType: 'image',
+      mediaSubtype: 'png'
+    })
+    const templates = ref<TemplateInfo[]>([
+      make('ten', '1.10 Model'),
+      make('two', '1.2 Model'),
+      make('spaced', ' Apple'), // leading space must not jump to the top
+      make('zebra', 'Zebra')
+    ])
+
+    const { sortBy, filteredTemplates } = useTemplateFiltering(templates)
+    sortBy.value = 'alphabetical'
+    await nextTick()
+
+    expect(filteredTemplates.value.map((template) => template.name)).toEqual([
+      'spaced', // " Apple" trimmed → sorts as a letter, first
+      'zebra',
+      'two', // numbers grouped after letters; 1.2 before 1.10 (numeric)
+      'ten'
+    ])
+  })
+
+  describe('Search relevance (MiniSearch)', () => {
+    const names = (templates: { name: string }[]) =>
+      templates.map((template) => template.name)
+
+    const buildTemplate = (
+      overrides: Partial<TemplateInfo> & { name: string }
+    ): TemplateInfo => ({
+      description: '',
+      mediaType: 'image',
+      mediaSubtype: 'png',
+      ...overrides
+    })
+
+    async function searchFor(templates: TemplateInfo[], query: string) {
+      const composable = useTemplateFiltering(ref(templates))
+      composable.searchQuery.value = query
+      await nextTick()
+      return composable
+    }
+
+    it('matches "img2img" via abbreviation expansion', async () => {
+      const templates = [
+        buildTemplate({
+          name: 'z_image_t2i',
+          title: 'Z-Image: Text to Image',
+          tags: ['Text to Image']
+        }),
+        buildTemplate({ name: 'video_gen', title: 'LTX Text to Video' })
+      ]
+
+      const { filteredTemplates } = await searchFor(templates, 'img2img')
+
+      expect(names(filteredTemplates.value)).toContain('z_image_t2i')
+      expect(names(filteredTemplates.value)).not.toContain('video_gen')
+    })
+
+    it('matches multi-word cross-field queries like "flux upscale"', async () => {
+      const templates = [
+        buildTemplate({
+          name: 'flux_upscale',
+          title: 'Flux.1 Creative Upscale',
+          models: ['Flux.1'],
+          tags: ['Image Upscale']
+        }),
+        buildTemplate({
+          name: 'flux_txt2img',
+          title: 'Flux.1 Text to Image',
+          models: ['Flux.1']
+        }),
+        buildTemplate({
+          name: 'seedvr_upscale',
+          title: 'SeedVR2 Upscale',
+          tags: ['Image Upscale']
+        })
+      ]
+
+      const { filteredTemplates } = await searchFor(templates, 'flux upscale')
+
+      expect(names(filteredTemplates.value)[0]).toBe('flux_upscale')
+    })
+
+    it('breaks near-tied relevance by usage, dampened so it cannot override a better match', async () => {
+      const templates = [
+        buildTemplate({
+          name: 'low_usage_upscale',
+          title: 'Alpha Image Upscale',
+          tags: ['Image Upscale'],
+          usage: 5
+        }),
+        buildTemplate({
+          name: 'high_usage_upscale',
+          title: 'Beta Image Upscale',
+          tags: ['Image Upscale'],
+          usage: 5000
+        })
+      ]
+
+      const { filteredTemplates } = await searchFor(templates, 'upscale')
+
+      // Near-identical text scores → the far more used template ranks first.
+      expect(names(filteredTemplates.value)[0]).toBe('high_usage_upscale')
+    })
+
+    it('keeps relevance order even when a usage sort is persisted', async () => {
+      const templates = [
+        buildTemplate({
+          name: 'exact_match',
+          title: 'Outpaint Studio',
+          tags: ['Outpaint'],
+          usage: 1
+        }),
+        buildTemplate({
+          name: 'popular_weak_match',
+          title: 'Portrait Generator',
+          description: 'supports outpaint as a minor feature',
+          usage: 9000
+        })
+      ]
+
+      const composable = useTemplateFiltering(ref(templates))
+      composable.sortBy.value = 'popular'
+      composable.searchQuery.value = 'outpaint'
       await nextTick()
 
-      searchQuery.value = 'searchable'
+      // Search defaults to relevance regardless of the persisted browse sort,
+      // so the exact title match wins over the high-usage weak match.
+      expect(composable.sortSelection.value).toBe('relevance')
+      expect(names(composable.filteredTemplates.value)[0]).toBe('exact_match')
+    })
+
+    it('lets the user override relevance with another sort while searching', async () => {
+      const templates = [
+        buildTemplate({
+          name: 'exact_low_usage',
+          title: 'Outpaint Studio',
+          usage: 1
+        }),
+        buildTemplate({
+          name: 'weak_high_usage',
+          title: 'Portrait',
+          description: 'outpaint mentioned once',
+          usage: 9000
+        })
+      ]
+
+      const composable = useTemplateFiltering(ref(templates))
+      composable.searchQuery.value = 'outpaint'
+      await nextTick()
+      expect(composable.sortSelection.value).toBe('relevance')
+      expect(names(composable.filteredTemplates.value)[0]).toBe(
+        'exact_low_usage'
+      )
+
+      composable.sortSelection.value = 'popular'
+      await nextTick()
+      expect(composable.sortSelection.value).toBe('popular')
+      expect(names(composable.filteredTemplates.value)[0]).toBe(
+        'weak_high_usage'
+      )
+    })
+
+    it('restores the browse sort when the search is cleared and keeps relevance ephemeral', async () => {
+      const composable = useTemplateFiltering(
+        ref([buildTemplate({ name: 'only', title: 'Only' })])
+      )
+      composable.sortBy.value = 'popular'
+
+      composable.searchQuery.value = 'only'
+      await nextTick()
+      expect(composable.sortSelection.value).toBe('relevance')
+
+      composable.searchQuery.value = ''
+      await nextTick()
+      // Browse sort is untouched by the search; relevance is never persisted.
+      expect(composable.sortSelection.value).toBe('popular')
+      expect(composable.sortBy.value).toBe('popular')
+    })
+
+    it('keeps a browse sort chosen mid-search ephemeral', async () => {
+      const composable = useTemplateFiltering(
+        ref([buildTemplate({ name: 'only', title: 'Only' })])
+      )
+      composable.sortBy.value = 'newest'
+
+      composable.searchQuery.value = 'only'
+      await nextTick()
+      // Simulates the nav coordinator picking Popular during a search.
+      composable.sortSelection.value = 'popular'
+      await nextTick()
+      expect(composable.sortBy.value).toBe('newest') // persisted sort untouched
+
+      composable.searchQuery.value = ''
+      await nextTick()
+      expect(composable.sortSelection.value).toBe('newest')
+    })
+
+    it('returns no results for a query that matches nothing', async () => {
+      const templates = [
+        buildTemplate({ name: 'flux_image', title: 'Flux Image' })
+      ]
+
+      const { filteredTemplates, filteredCount } = await searchFor(
+        templates,
+        'zzzznomatch'
+      )
+
+      expect(filteredTemplates.value).toEqual([])
+      expect(filteredCount.value).toBe(0)
+    })
+
+    it('matches the localized title the card displays', async () => {
+      const templates = [
+        buildTemplate({
+          name: 'localized_only',
+          title: 'raw english',
+          localizedTitle: 'aquarela'
+        })
+      ]
+
+      const { filteredTemplates } = await searchFor(templates, 'aquarela')
+
+      expect(names(filteredTemplates.value)).toEqual(['localized_only'])
+    })
+
+    it('reports the visible sort to telemetry, not the persisted browse sort', async () => {
+      vi.useFakeTimers()
+      try {
+        const composable = useTemplateFiltering(
+          ref([buildTemplate({ name: 'only', title: 'Only' })])
+        )
+        composable.sortBy.value = 'popular'
+        composable.searchQuery.value = 'only'
+        await nextTick()
+        await vi.runOnlyPendingTimersAsync()
+
+        // Searching shows relevance, so telemetry must report relevance, not popular.
+        expect(trackTemplateFilterChanged).toHaveBeenLastCalledWith(
+          expect.objectContaining({ sort_by: 'relevance' })
+        )
+      } finally {
+        vi.useRealTimers()
+      }
+    })
+
+    it('preserves relevance order after a model filter narrows the results', async () => {
+      const templates = [
+        buildTemplate({
+          name: 'strong',
+          title: 'Flux Upscale Pro',
+          models: ['Flux'],
+          tags: ['Upscale']
+        }),
+        buildTemplate({
+          name: 'weak',
+          title: 'Flux Portrait',
+          models: ['Flux'],
+          description: 'mentions upscale once'
+        })
+      ]
+
+      const composable = useTemplateFiltering(ref(templates))
+      composable.searchQuery.value = 'upscale'
+      composable.selectedModels.value = ['Flux']
       await nextTick()
 
-      expect(filteredTemplates.value.length).toBeGreaterThan(0)
-      expect(mockGetFuseOptions).toHaveBeenCalledTimes(1)
+      // The filter keeps the search order; the stronger match stays first.
+      expect(names(composable.filteredTemplates.value)).toEqual([
+        'strong',
+        'weak'
+      ])
+    })
+
+    it('narrows to the query then restores the full set when cleared', async () => {
+      const templates = [
+        buildTemplate({ name: 'alpha_one', title: 'Alpha' }),
+        buildTemplate({ name: 'beta_two', title: 'Beta' })
+      ]
+
+      const composable = useTemplateFiltering(ref(templates))
+      composable.searchQuery.value = 'alpha'
+      await nextTick()
+      expect(names(composable.filteredTemplates.value)).toEqual(['alpha_one'])
+
+      composable.searchQuery.value = ''
+      await nextTick()
+      expect(names(composable.filteredTemplates.value)).toHaveLength(2)
+    })
+
+    it('records a non-negative largest usage score after an empty-result search', async () => {
+      const templates = [
+        buildTemplate({ name: 'gamma', title: 'Gamma', usage: 3 }),
+        buildTemplate({ name: 'delta', title: 'Delta', usage: 7 })
+      ]
+
+      const { filteredTemplates } = await searchFor(templates, 'zzzznomatch')
+      expect(filteredTemplates.value).toEqual([])
+
+      // Empty results must yield 0, not -Infinity, which would corrupt
+      // usage-normalized ranking scores.
+      expect(defaultRankingStore.largestUsageScore).toBe(0)
     })
   })
 

src/composables/useTemplateFiltering.ts

@@ -1,9 +1,11 @@
-import { refDebounced, watchDebounced } from '@vueuse/core'
-import Fuse from 'fuse.js'
-import type { IFuseOptions } from 'fuse.js'
+import { watchDebounced } from '@vueuse/core'
 import { computed, ref, watch } from 'vue'
 import type { Ref } from 'vue'
 
+import {
+  createTemplateSearchIndex,
+  searchTemplates
+} from '@/composables/templateSearchConfig'
 import { useSettingStore } from '@/platform/settings/settingStore'
 import { useTelemetry } from '@/platform/telemetry'
 import { useSearchQueryTracking } from '@/platform/telemetry/searchQuery/useSearchQueryTracking'
@@ -12,7 +14,40 @@ import type { TemplateInfo } from '@/platform/workflow/templates/types/template'
 import { useSystemStatsStore } from '@/stores/systemStatsStore'
 import { useTemplateRankingStore } from '@/stores/templateRankingStore'
 import { debounce } from 'es-toolkit/compat'
-import { api } from '@/scripts/api'
+
+type TemplateBrowseSort =
+  | 'default'
+  | 'recommended'
+  | 'popular'
+  | 'alphabetical'
+  | 'newest'
+  | 'vram-low-to-high'
+  | 'model-size-low-to-high'
+
+type TemplateSortMode = TemplateBrowseSort | 'relevance'
+
+/** The title shown on the card, trimmed for stable sorting. */
+function displayTitle(template: TemplateInfo): string {
+  return (
+    template.localizedTitle ||
+    template.title ||
+    template.name ||
+    ''
+  ).trim()
+}
+
+/** A→Z by displayed title, with number-prefixed titles grouped after letters. */
+function compareAlphabetical(a: TemplateInfo, b: TemplateInfo): number {
+  const titleA = displayTitle(a)
+  const titleB = displayTitle(b)
+  const numericA = /^\d/.test(titleA)
+  const numericB = /^\d/.test(titleB)
+  if (numericA !== numericB) return numericA ? 1 : -1
+  return titleA.localeCompare(titleB, undefined, {
+    numeric: true,
+    sensitivity: 'base'
+  })
+}
 
 /**
  * Checks whether a template is visible for the given set of distributions.
@@ -26,20 +61,6 @@ function isTemplateVisibleForDistributions(
   return distributions.some((d) => template.includeOnDistributions!.includes(d))
 }
 
-// Fuse.js configuration for fuzzy search
-const defaultFuseOptions: IFuseOptions<TemplateInfo> = {
-  keys: [
-    { name: 'name', weight: 0.3 },
-    { name: 'title', weight: 0.3 },
-    { name: 'description', weight: 0.1 },
-    { name: 'tags', weight: 0.2 },
-    { name: 'models', weight: 0.3 }
-  ],
-  threshold: 0.33,
-  includeScore: true,
-  includeMatches: true
-}
-
 export function useTemplateFiltering(
   templates: Ref<TemplateInfo[]> | TemplateInfo[]
 ) {
@@ -57,17 +78,9 @@ export function useTemplateFiltering(
   const selectedRunsOn = ref<string[]>(
     settingStore.get('Comfy.Templates.SelectedRunsOn')
   )
-  const sortBy = ref<
-    | 'default'
-    | 'recommended'
-    | 'popular'
-    | 'alphabetical'
-    | 'newest'
-    | 'vram-low-to-high'
-    | 'model-size-low-to-high'
-  >(settingStore.get('Comfy.Templates.SortBy'))
-
-  const fuseOptions = ref<IFuseOptions<TemplateInfo>>(defaultFuseOptions)
+  const sortBy = ref<TemplateBrowseSort>(
+    settingStore.get('Comfy.Templates.SortBy')
+  )
 
   const templatesArray = computed(() => {
     const templateData = 'value' in templates ? templates.value : templates
@@ -101,8 +114,8 @@ export function useTemplateFiltering(
     )
   })
 
-  const fuse = computed(
-    () => new Fuse(visibleTemplates.value, fuseOptions.value)
+  const searchIndex = computed(() =>
+    createTemplateSearchIndex(visibleTemplates.value)
   )
 
   const availableModels = computed(() => {
@@ -154,15 +167,36 @@ export function useTemplateFiltering(
     )
   )
 
-  const debouncedSearchQuery = refDebounced(searchQuery, 150)
+  const hasActiveQuery = computed(() => searchQuery.value.trim().length > 0)
+  const searchSort = ref<TemplateSortMode>('relevance')
+  watch(hasActiveQuery, (searching) => {
+    if (searching) searchSort.value = 'relevance'
+  })
+  const activeSort = computed(() =>
+    hasActiveQuery.value ? searchSort.value : sortBy.value
+  )
+
+  const sortSelection = computed<TemplateSortMode>({
+    get: () => activeSort.value,
+    set: (value) => {
+      // relevance is search-only; a browse sort chosen mid-search stays ephemeral.
+      if (value === 'relevance' || hasActiveQuery.value)
+        searchSort.value = value
+      else sortBy.value = value
+    }
+  })
 
   const filteredBySearch = computed(() => {
-    if (!debouncedSearchQuery.value.trim()) {
+    if (!hasActiveQuery.value) {
       return visibleTemplates.value
     }
 
-    const results = fuse.value.search(debouncedSearchQuery.value)
-    return results.map((result) => result.item)
+    const templatesByName = new Map(
+      visibleTemplates.value.map((template) => [template.name, template])
+    )
+    return searchTemplates(searchIndex.value, searchQuery.value)
+      .map((name) => templatesByName.get(name))
+      .filter((template): template is TemplateInfo => template !== undefined)
   })
 
   const filteredByModels = computed(() => {
@@ -224,8 +258,9 @@ export function useTemplateFiltering(
   watch(
     filteredByRunsOn,
     (templates) => {
-      rankingStore.largestUsageScore = Math.max(
-        ...templates.map((t) => t.usage || 0)
+      rankingStore.largestUsageScore = templates.reduce(
+        (max, template) => Math.max(max, template.usage ?? 0),
+        0
       )
     },
     { immediate: true }
@@ -234,7 +269,9 @@ export function useTemplateFiltering(
   const sortedTemplates = computed(() => {
     const templates = [...filteredByRunsOn.value]
 
-    switch (sortBy.value) {
+    switch (activeSort.value) {
+      case 'relevance':
+        return templates
       case 'recommended':
         // Curated: usage × 0.5 + internal × 0.3 + freshness × 0.2
         return templates.sort((a, b) => {
@@ -251,18 +288,9 @@ export function useTemplateFiltering(
           return scoreB - scoreA
         })
       case 'popular':
-        // User-driven: usage × 0.9 + freshness × 0.1
-        return templates.sort((a, b) => {
-          const scoreA = rankingStore.computePopularScore(a.date, a.usage)
-          const scoreB = rankingStore.computePopularScore(b.date, b.usage)
-          return scoreB - scoreA
-        })
+        return templates.sort((a, b) => (b.usage ?? 0) - (a.usage ?? 0))
       case 'alphabetical':
-        return templates.sort((a, b) => {
-          const nameA = a.title || a.name || ''
-          const nameB = b.title || b.name || ''
-          return nameA.localeCompare(nameB)
-        })
+        return templates.sort(compareAlphabetical)
       case 'newest':
         return templates.sort((a, b) => {
           const dateA = new Date(a.date || '1970-01-01')
@@ -292,6 +320,7 @@ export function useTemplateFiltering(
     selectedUseCases.value = []
     selectedRunsOn.value = []
     sortBy.value = 'default'
+    searchSort.value = 'relevance'
   }
 
   const removeModelFilter = (model: string) => {
@@ -317,22 +346,15 @@ export function useTemplateFiltering(
       selected_models: selectedModels.value,
       selected_use_cases: selectedUseCases.value,
       selected_runs_on: selectedRunsOn.value,
-      sort_by: sortBy.value,
+      sort_by: activeSort.value,
       filtered_count: filteredCount.value,
       total_count: totalCount.value
     })
   }, 500)
 
-  const loadFuseOptions = async () => {
-    const fetchedOptions = await api.getFuseOptions()
-    if (fetchedOptions) {
-      fuseOptions.value = fetchedOptions
-    }
-  }
-
   // Watch for filter changes and track them
   watch(
-    [searchQuery, selectedModels, selectedUseCases, selectedRunsOn, sortBy],
+    [searchQuery, selectedModels, selectedUseCases, selectedRunsOn, activeSort],
     () => {
       // Only track if at least one filter is active (to avoid tracking initial state)
       const hasActiveFilters =
@@ -340,7 +362,7 @@ export function useTemplateFiltering(
         selectedModels.value.length > 0 ||
         selectedUseCases.value.length > 0 ||
         selectedRunsOn.value.length > 0 ||
-        sortBy.value !== 'default'
+        activeSort.value !== 'default'
 
       if (hasActiveFilters) {
         debouncedTrackFilterChange()
@@ -389,6 +411,8 @@ export function useTemplateFiltering(
     selectedUseCases,
     selectedRunsOn,
     sortBy,
+    sortSelection,
+    hasActiveQuery,
 
     // Computed - Active filters (actually applied)
     activeModels,
@@ -410,7 +434,6 @@ export function useTemplateFiltering(
     resetFilters,
     removeModelFilter,
     removeUseCaseFilter,
-    removeRunsOnFilter,
-    loadFuseOptions
+    removeRunsOnFilter
   }
 }

src/composables/useTextFileContent.test.ts

@@ -0,0 +1,71 @@
+import { afterEach, describe, expect, it, vi } from 'vitest'
+
+import { useTextFileContent } from '@/composables/useTextFileContent'
+
+function stubFetch(response: Partial<Response> | Error) {
+  const mock =
+    response instanceof Error
+      ? vi.fn().mockRejectedValue(response)
+      : vi.fn().mockResolvedValue(response)
+  vi.stubGlobal('fetch', mock)
+  return mock
+}
+
+describe(useTextFileContent, () => {
+  afterEach(() => {
+    vi.unstubAllGlobals()
+  })
+
+  it('returns inline content without fetching', async () => {
+    const fetchMock = stubFetch(new Error('should not be called'))
+    const { textContent } = useTextFileContent(() => ({
+      content: 'inline text',
+      url: 'http://example.com/file.txt'
+    }))
+
+    await vi.waitFor(() => expect(textContent.value).toBe('inline text'))
+    expect(fetchMock).not.toHaveBeenCalled()
+  })
+
+  it('fetches text from the url when no inline content is present', async () => {
+    const fetchMock = stubFetch({
+      ok: true,
+      text: () => Promise.resolve('fetched text')
+    })
+    const { textContent, hasError } = useTextFileContent(() => ({
+      url: 'http://example.com/file.txt'
+    }))
+
+    await vi.waitFor(() => expect(textContent.value).toBe('fetched text'))
+    expect(fetchMock).toHaveBeenCalledWith('http://example.com/file.txt')
+    expect(hasError.value).toBe(false)
+  })
+
+  it('flags an error for a non-ok response', async () => {
+    stubFetch({ ok: false })
+    const { textContent, hasError } = useTextFileContent(() => ({
+      url: 'http://example.com/missing.txt'
+    }))
+
+    await vi.waitFor(() => expect(hasError.value).toBe(true))
+    expect(textContent.value).toBe('')
+  })
+
+  it('flags an error when the fetch rejects', async () => {
+    stubFetch(new Error('network down'))
+    const { hasError } = useTextFileContent(() => ({
+      url: 'http://example.com/file.txt'
+    }))
+
+    await vi.waitFor(() => expect(hasError.value).toBe(true))
+  })
+
+  it('resolves empty content when there is no source', async () => {
+    const fetchMock = stubFetch(new Error('should not be called'))
+    const { textContent, isLoading } = useTextFileContent(() => undefined)
+
+    await vi.waitFor(() => expect(isLoading.value).toBe(false))
+    expect(textContent.value).toBe('')
+    expect(fetchMock).not.toHaveBeenCalled()
+  })
+})

src/composables/useTextFileContent.ts

@@ -0,0 +1,40 @@
+import { computedAsync } from '@vueuse/core'
+import { ref, toValue } from 'vue'
+import type { MaybeRefOrGetter } from 'vue'
+
+interface TextSource {
+  content?: string
+  url?: string
+}
+
+export function useTextFileContent(
+  source: MaybeRefOrGetter<TextSource | undefined>
+) {
+  const isLoading = ref(false)
+  const hasError = ref(false)
+
+  const textContent = computedAsync(
+    async () => {
+      hasError.value = false
+      const { content, url } = toValue(source) ?? {}
+      if (content !== undefined) return content
+      if (!url) return ''
+
+      const response = await fetch(url)
+      if (!response.ok) {
+        hasError.value = true
+        return ''
+      }
+      return await response.text()
+    },
+    '',
+    {
+      evaluating: isLoading,
+      onError: () => {
+        hasError.value = true
+      }
+    }
+  )
+
+  return { textContent, isLoading, hasError }
+}

src/extensions/core/createBoundingBoxes.test.ts

@@ -32,7 +32,8 @@ function makeNode(connected: boolean, comfyClass = 'CreateBoundingBoxes') {
   const widgets: MockWidget[] = [
     { name: 'width', hidden: false, options: {} },
     { name: 'height', hidden: false, options: {} },
-    { name: 'other', hidden: false, options: {} }
+    { name: 'other', hidden: false, options: {} },
+    { name: 'last_incoming', hidden: false, options: {} }
   ]
   return {
     constructor: { comfyClass },
@@ -73,6 +74,15 @@ describe('Comfy.CreateBoundingBoxes extension', () => {
     expect(node.widgets[0].options.hidden).toBe(false)
   })
 
+  it('always hides the internal last_incoming widget', () => {
+    for (const connected of [true, false]) {
+      const node = makeNode(connected)
+      state.extension!.nodeCreated(node)
+      expect(node.widgets[3].hidden).toBe(true)
+      expect(node.widgets[3].options.hidden).toBe(true)
+    }
+  })
+
   it('writes visibility through the widget value store when present', () => {
     state.widgetState = { options: {} }
     const node = makeNode(true)

src/extensions/core/createBoundingBoxes.ts

@@ -3,6 +3,7 @@ import { useExtensionService } from '@/services/extensionService'
 import { useWidgetValueStore } from '@/stores/widgetValueStore'
 
 const DIMENSION_WIDGETS = new Set(['width', 'height'])
+const INTERNAL_WIDGETS = new Set(['last_incoming'])
 
 useExtensionService().registerExtension({
   name: 'Comfy.CreateBoundingBoxes',
@@ -15,20 +16,30 @@ useExtensionService().registerExtension({
 
     const widgetValueStore = useWidgetValueStore()
 
+    const setWidgetHidden = (
+      widget: NonNullable<typeof node.widgets>[number],
+      hidden: boolean
+    ) => {
+      widget.hidden = hidden
+      const state = widget.widgetId
+        ? widgetValueStore.getWidget(widget.widgetId)
+        : undefined
+      if (state?.options) state.options.hidden = hidden
+      else widget.options.hidden = hidden
+    }
+
     const syncDimensionVisibility = () => {
       const slot = node.findInputSlot('background')
       const hidden = slot >= 0 && node.isInputConnected(slot)
       for (const widget of node.widgets ?? []) {
-        if (!DIMENSION_WIDGETS.has(widget.name)) continue
-        widget.hidden = hidden
-        const state = widget.widgetId
-          ? widgetValueStore.getWidget(widget.widgetId)
-          : undefined
-        if (state?.options) state.options.hidden = hidden
-        else widget.options.hidden = hidden
+        if (DIMENSION_WIDGETS.has(widget.name)) setWidgetHidden(widget, hidden)
       }
     }
 
+    for (const widget of node.widgets ?? []) {
+      if (INTERNAL_WIDGETS.has(widget.name)) setWidgetHidden(widget, true)
+    }
+
     syncDimensionVisibility()
     node.onConnectionsChange = useChainCallback(
       node.onConnectionsChange,

src/extensions/core/index.ts

@@ -21,6 +21,7 @@ if (!isCloud) {
 import './noteNode'
 import './painter'
 import './previewAny'
+import './saveText'
 import './rerouteNode'
 import './saveImageExtraOutput'
 // saveMesh is loaded on-demand with load3d (see load3dLazy.ts)

src/extensions/core/load3d.test.ts

@@ -143,14 +143,23 @@ async function loadExtensionsFresh(): Promise<{
   load3DExt: ExtCreated
   preview3DExt: ExtCreated
   preview3DAdvancedExt: ExtCreated
+  save3DAdvancedExt: ExtCreated
 }> {
   vi.resetModules()
   registerExtensionMock.mockClear()
   await import('@/extensions/core/load3d')
+  const extByName = (name: string): ExtCreated => {
+    const call = registerExtensionMock.mock.calls.find(
+      (c) => (c[0] as ExtCreated).name === name
+    )
+    if (!call) throw new Error(`Extension ${name} was not registered`)
+    return call[0] as ExtCreated
+  }
   return {
-    load3DExt: registerExtensionMock.mock.calls[0][0] as ExtCreated,
-    preview3DExt: registerExtensionMock.mock.calls[1][0] as ExtCreated,
-    preview3DAdvancedExt: registerExtensionMock.mock.calls[2][0] as ExtCreated
+    load3DExt: extByName('Comfy.Load3D'),
+    preview3DExt: extByName('Comfy.Preview3D'),
+    preview3DAdvancedExt: extByName('Comfy.Preview3DAdvanced'),
+    save3DAdvancedExt: extByName('Comfy.Save3DAdvanced')
   }
 }
 
@@ -264,14 +273,15 @@ function setupBaseMocks() {
 describe('load3d module registration', () => {
   beforeEach(setupBaseMocks)
 
-  it('registers Comfy.Load3D, Comfy.Preview3D, and Comfy.Preview3DAdvanced extensions on import', async () => {
-    const { load3DExt, preview3DExt, preview3DAdvancedExt } =
+  it('registers Comfy.Load3D, Comfy.Preview3D, Comfy.Preview3DAdvanced, and Comfy.Save3DAdvanced extensions on import', async () => {
+    const { load3DExt, preview3DExt, preview3DAdvancedExt, save3DAdvancedExt } =
       await loadExtensionsFresh()
 
-    expect(registerExtensionMock).toHaveBeenCalledTimes(3)
+    expect(registerExtensionMock).toHaveBeenCalledTimes(4)
     expect(load3DExt.name).toBe('Comfy.Load3D')
     expect(preview3DExt.name).toBe('Comfy.Preview3D')
     expect(preview3DAdvancedExt.name).toBe('Comfy.Preview3DAdvanced')
+    expect(save3DAdvancedExt.name).toBe('Comfy.Save3DAdvanced')
   })
 })
 
@@ -711,6 +721,39 @@ describe('Comfy.Preview3D.onNodeOutputsUpdated', () => {
   })
 })
 
+describe('Comfy.Save3DAdvanced.onNodeOutputsUpdated', () => {
+  beforeEach(setupBaseMocks)
+
+  it('restores the saved model from the output folder when opened from history', async () => {
+    const { save3DAdvancedExt } = await loadExtensionsFresh()
+    const node = makePreview3DAdvancedNode({ comfyClass: 'Save3DAdvanced' })
+    getNodeByLocatorIdMock.mockReturnValue(node)
+
+    save3DAdvancedExt.onNodeOutputsUpdated!({
+      '7': { result: ['3d\\ComfyUI_00001.glb'] }
+    } as never)
+
+    expect(node.properties['Last Time Model File']).toBe('3d/ComfyUI_00001.glb')
+    expect(configureForSaveMeshMock).toHaveBeenCalledWith(
+      'output',
+      '3d/ComfyUI_00001.glb',
+      expect.objectContaining({ silentOnNotFound: true })
+    )
+  })
+
+  it('skips nodes whose comfyClass is not Save3DAdvanced', async () => {
+    const { save3DAdvancedExt } = await loadExtensionsFresh()
+    const node = makePreview3DAdvancedNode({ comfyClass: 'Preview3DAdvanced' })
+    getNodeByLocatorIdMock.mockReturnValue(node)
+
+    save3DAdvancedExt.onNodeOutputsUpdated!({
+      '7': { result: ['mesh.glb'] }
+    } as never)
+
+    expect(configureForSaveMeshMock).not.toHaveBeenCalled()
+  })
+})
+
 describe('Comfy.Preview3DAdvanced.nodeCreated', () => {
   beforeEach(setupBaseMocks)
 
@@ -1032,6 +1075,50 @@ describe('Comfy.Preview3DAdvanced.getNodeMenuItems', () => {
   })
 })
 
+describe('Comfy.Save3DAdvanced.nodeCreated', () => {
+  beforeEach(setupBaseMocks)
+
+  it('skips nodes whose comfyClass is not Save3DAdvanced', async () => {
+    const { save3DAdvancedExt } = await loadExtensionsFresh()
+    const node = makePreview3DAdvancedNode({ comfyClass: 'Preview3DAdvanced' })
+
+    await save3DAdvancedExt.nodeCreated(node)
+
+    expect(waitForLoad3dMock).not.toHaveBeenCalled()
+    expect(configureForSaveMeshMock).not.toHaveBeenCalled()
+  })
+
+  it('restores persisted models from the output folder, not temp', async () => {
+    const { save3DAdvancedExt } = await loadExtensionsFresh()
+    const node = makePreview3DAdvancedNode({
+      comfyClass: 'Save3DAdvanced',
+      properties: { 'Last Time Model File': '3d/ComfyUI_00001_.glb' }
+    })
+
+    await save3DAdvancedExt.nodeCreated(node)
+
+    expect(configureForSaveMeshMock).toHaveBeenCalledWith(
+      'output',
+      '3d/ComfyUI_00001_.glb',
+      { silentOnNotFound: true }
+    )
+  })
+
+  it('onExecuted loads the saved file from the output folder', async () => {
+    const { save3DAdvancedExt } = await loadExtensionsFresh()
+    const node = makePreview3DAdvancedNode({ comfyClass: 'Save3DAdvanced' })
+
+    await save3DAdvancedExt.nodeCreated(node)
+    node.onExecuted!({ result: ['3d/ComfyUI_00002_.glb'] })
+
+    expect(configureForSaveMeshMock).toHaveBeenCalledWith(
+      'output',
+      '3d/ComfyUI_00002_.glb',
+      { silentOnNotFound: true }
+    )
+  })
+})
+
 describe('Comfy.Load3D scene widget serializeValue caching', () => {
   beforeEach(setupBaseMocks)
 

src/extensions/core/load3d.ts

@@ -15,8 +15,10 @@ import { createExportMenuItems } from '@/extensions/core/load3d/exportMenuHelper
 import type {
   CameraConfig,
   CameraState,
+  LoadFolder,
   Model3DInfo
 } from '@/extensions/core/load3d/interfaces'
+import type Load3d from '@/extensions/core/load3d/Load3d'
 import Load3DConfiguration from '@/extensions/core/load3d/Load3DConfiguration'
 import {
   LOAD3D_NONE_MODEL,
@@ -48,6 +50,7 @@ import { ComponentWidgetImpl, addWidget } from '@/scripts/domWidget'
 import { useExtensionService } from '@/services/extensionService'
 import { useLoad3dService } from '@/services/load3dService'
 import { useDialogStore } from '@/stores/dialogStore'
+import type { ComfyExtension } from '@/types/comfy'
 import { isLoad3dNode } from '@/utils/litegraphUtil'
 
 const inputSpecLoad3D: CustomInputSpec = {
@@ -287,8 +290,11 @@ useExtensionService().registerExtension({
   getCustomWidgets() {
     const VIEWPORT_STATE_NODES = new Set([
       'Preview3DAdvanced',
+      'Save3DAdvanced',
       'PreviewGaussianSplat',
-      'PreviewPointCloud'
+      'PreviewPointCloud',
+      'SaveGaussianSplat',
+      'SavePointCloud'
     ])
     return {
       LOAD_3D(node) {
@@ -679,155 +685,215 @@ useExtensionService().registerExtension({
   }
 })
 
-useExtensionService().registerExtension({
-  name: 'Comfy.Preview3DAdvanced',
+function applyPreview3DAdvancedResult(
+  node: LGraphNode,
+  load3d: Load3d,
+  result: NonNullable<Preview3DAdvancedOutput['result']>,
+  loadFolder: LoadFolder,
+  comfyClass: string
+): void {
+  const filePath = result[0]
+  if (!filePath) return
 
-  getNodeMenuItems(node: LGraphNode): (IContextMenuValue | null)[] {
-    if (node.constructor.comfyClass !== 'Preview3DAdvanced') return []
+  const normalizedPath = filePath.replaceAll('\\', '/')
+  node.properties['Last Time Model File'] = normalizedPath
 
-    const load3d = useLoad3dService().getLoad3d(node)
-    if (!load3d) return []
+  const config = new Load3DConfiguration(load3d, node.properties)
+  config.configureForSaveMesh(loadFolder, normalizedPath, {
+    silentOnNotFound: true
+  })
 
-    if (load3d.isSplatModel()) return []
+  const cameraState = result[1]
+  const modelTransform = result[2]?.[0]
+  if (!cameraState && !modelTransform) return
 
-    return createExportMenuItems(load3d)
-  },
+  const targetGeneration = load3d.currentLoadGeneration
+  void load3d
+    .whenLoadIdle()
+    .then(() => {
+      if (load3d.currentLoadGeneration !== targetGeneration) return
+      if (cameraState) load3d.setCameraState(cameraState)
+      if (modelTransform) load3d.applyModelTransform(modelTransform)
+    })
+    .catch((error) => {
+      console.error(
+        `Failed to apply input camera_info / model_3d_info from ${comfyClass}:`,
+        error
+      )
+    })
+}
 
-  async nodeCreated(node: LGraphNode) {
-    if (node.constructor.comfyClass !== 'Preview3DAdvanced') return
+function createPreview3DAdvancedExtension(
+  comfyClass: string,
+  extensionName: string,
+  loadFolder: LoadFolder
+): ComfyExtension {
+  return {
+    name: extensionName,
 
-    const [oldWidth, oldHeight] = node.size
+    onNodeOutputsUpdated(
+      nodeOutputs: Record<NodeLocatorId, NodeExecutionOutput>
+    ) {
+      for (const [locatorId, output] of Object.entries(nodeOutputs)) {
+        const result = (output as Preview3DAdvancedOutput).result
+        if (!result?.[0]) continue
 
-    node.setSize([Math.max(oldWidth, 400), Math.max(oldHeight, 550)])
+        const node = getNodeByLocatorId(app.rootGraph, locatorId)
+        if (!node || node.constructor.comfyClass !== comfyClass) continue
 
-    await nextTick()
-
-    const onExecuted = node.onExecuted
-
-    useLoad3d(node).onLoad3dReady((load3d) => {
-      const lastTimeModelFile = node.properties['Last Time Model File']
-      if (!lastTimeModelFile) return
-
-      const config = new Load3DConfiguration(load3d, node.properties)
-      config.configureForSaveMesh('temp', lastTimeModelFile as string, {
-        silentOnNotFound: true
-      })
-
-      const cameraConfig = node.properties['Camera Config'] as
-        | CameraConfig
-        | undefined
-      const cameraState = cameraConfig?.state
-      if (!cameraState) return
-
-      const targetGeneration = load3d.currentLoadGeneration
-      void load3d
-        .whenLoadIdle()
-        .then(() => {
-          if (load3d.currentLoadGeneration !== targetGeneration) return
-          load3d.setCameraState(cameraState)
-          load3d.forceRender()
-        })
-        .catch((error) => {
-          console.error(
-            'Failed to restore camera state for Preview3DAdvanced:',
-            error
+        useLoad3d(node).waitForLoad3d((load3d) => {
+          applyPreview3DAdvancedResult(
+            node,
+            load3d,
+            result,
+            loadFolder,
+            comfyClass
           )
         })
-    })
-
-    useLoad3d(node).waitForLoad3d((load3d) => {
-      const sceneWidget = node.widgets?.find((w) => w.name === 'viewport_state')
-      if (!sceneWidget) return
-
-      const resolveLoad3d = () => nodeToLoad3dMap.get(node) ?? load3d
-
-      const widthWidget = node.widgets?.find((w) => w.name === 'width')
-      const heightWidget = node.widgets?.find((w) => w.name === 'height')
-      if (widthWidget && heightWidget) {
-        load3d.setTargetSize(
-          widthWidget.value as number,
-          heightWidget.value as number
-        )
-        widthWidget.callback = (value: number) => {
-          resolveLoad3d().setTargetSize(value, heightWidget.value as number)
-        }
-        heightWidget.callback = (value: number) => {
-          resolveLoad3d().setTargetSize(widthWidget.value as number, value)
-        }
       }
+    },
 
-      sceneWidget.serializeValue = async () => {
-        const currentLoad3d = nodeToLoad3dMap.get(node)
-        if (!currentLoad3d) {
-          console.error('No load3d instance found for node')
-          return null
-        }
+    getNodeMenuItems(node: LGraphNode): (IContextMenuValue | null)[] {
+      if (node.constructor.comfyClass !== comfyClass) return []
 
-        const cameraConfig: CameraConfig = (node.properties['Camera Config'] as
-          | CameraConfig
-          | undefined) || {
-          cameraType: currentLoad3d.getCurrentCameraType(),
-          fov: currentLoad3d.cameraManager.perspectiveCamera.fov
-        }
-        cameraConfig.state = currentLoad3d.getCameraState()
-        node.properties['Camera Config'] = cameraConfig
+      const load3d = useLoad3dService().getLoad3d(node)
+      if (!load3d) return []
 
-        const modelInfo = currentLoad3d.getModelInfo()
-        const model_3d_info: Model3DInfo = modelInfo ? [modelInfo] : []
+      if (load3d.isSplatModel()) return []
 
-        return {
-          image: '',
-          mask: '',
-          normal: '',
-          camera_info: cameraConfig.state || null,
-          recording: '',
-          model_3d_info
-        }
-      }
+      return createExportMenuItems(load3d)
+    },
 
-      node.onExecuted = function (output: Preview3DAdvancedOutput) {
-        onExecuted?.call(this, output)
+    async nodeCreated(node: LGraphNode) {
+      if (node.constructor.comfyClass !== comfyClass) return
 
-        const result = output.result
-        const filePath = result?.[0]
+      const [oldWidth, oldHeight] = node.size
 
-        if (!filePath) {
-          const msg = t('toastMessages.unableToGetModelFilePath')
-          console.error(msg)
-          useToastStore().addAlert(msg)
-          return
-        }
+      node.setSize([Math.max(oldWidth, 400), Math.max(oldHeight, 550)])
 
-        const normalizedPath = filePath.replaceAll('\\', '/')
-        node.properties['Last Time Model File'] = normalizedPath
+      await nextTick()
 
-        const currentLoad3d = resolveLoad3d()
-        const config = new Load3DConfiguration(currentLoad3d, node.properties)
-        config.configureForSaveMesh('temp', normalizedPath, {
+      const onExecuted = node.onExecuted
+      const { onLoad3dReady, waitForLoad3d } = useLoad3d(node)
+
+      onLoad3dReady((load3d) => {
+        const lastTimeModelFile = node.properties['Last Time Model File']
+        if (!lastTimeModelFile) return
+
+        const config = new Load3DConfiguration(load3d, node.properties)
+        config.configureForSaveMesh(loadFolder, lastTimeModelFile as string, {
           silentOnNotFound: true
         })
 
-        const cameraState = result?.[1]
-        const modelTransform = result?.[2]?.[0]
-        if (cameraState || modelTransform) {
-          const targetGeneration = currentLoad3d.currentLoadGeneration
-          void currentLoad3d
-            .whenLoadIdle()
-            .then(() => {
-              if (currentLoad3d.currentLoadGeneration !== targetGeneration)
-                return
-              if (cameraState) currentLoad3d.setCameraState(cameraState)
-              if (modelTransform)
-                currentLoad3d.applyModelTransform(modelTransform)
-            })
-            .catch((error) => {
-              console.error(
-                'Failed to apply input camera_info / model_3d_info from Preview3DAdvanced:',
-                error
-              )
-            })
+        const cameraConfig = node.properties['Camera Config'] as
+          | CameraConfig
+          | undefined
+        const cameraState = cameraConfig?.state
+        if (!cameraState) return
+
+        const targetGeneration = load3d.currentLoadGeneration
+        void load3d
+          .whenLoadIdle()
+          .then(() => {
+            if (load3d.currentLoadGeneration !== targetGeneration) return
+            load3d.setCameraState(cameraState)
+            load3d.forceRender()
+          })
+          .catch((error) => {
+            console.error(
+              `Failed to restore camera state for ${comfyClass}:`,
+              error
+            )
+          })
+      })
+
+      waitForLoad3d((load3d) => {
+        const sceneWidget = node.widgets?.find(
+          (w) => w.name === 'viewport_state'
+        )
+        if (!sceneWidget) return
+
+        const resolveLoad3d = () => nodeToLoad3dMap.get(node) ?? load3d
+
+        const widthWidget = node.widgets?.find((w) => w.name === 'width')
+        const heightWidget = node.widgets?.find((w) => w.name === 'height')
+        if (widthWidget && heightWidget) {
+          load3d.setTargetSize(
+            widthWidget.value as number,
+            heightWidget.value as number
+          )
+          widthWidget.callback = (value: number) => {
+            resolveLoad3d().setTargetSize(value, heightWidget.value as number)
+          }
+          heightWidget.callback = (value: number) => {
+            resolveLoad3d().setTargetSize(widthWidget.value as number, value)
+          }
         }
-      }
-    })
+
+        sceneWidget.serializeValue = async () => {
+          const currentLoad3d = nodeToLoad3dMap.get(node)
+          if (!currentLoad3d) {
+            console.error('No load3d instance found for node')
+            return null
+          }
+
+          const cameraConfig: CameraConfig = (node.properties[
+            'Camera Config'
+          ] as CameraConfig | undefined) || {
+            cameraType: currentLoad3d.getCurrentCameraType(),
+            fov: currentLoad3d.cameraManager.perspectiveCamera.fov
+          }
+          cameraConfig.state = currentLoad3d.getCameraState()
+          node.properties['Camera Config'] = cameraConfig
+
+          const modelInfo = currentLoad3d.getModelInfo()
+          const model_3d_info: Model3DInfo = modelInfo ? [modelInfo] : []
+
+          return {
+            image: '',
+            mask: '',
+            normal: '',
+            camera_info: cameraConfig.state || null,
+            recording: '',
+            model_3d_info
+          }
+        }
+
+        node.onExecuted = function (output: Preview3DAdvancedOutput) {
+          onExecuted?.call(this, output)
+
+          const result = output.result
+          if (!result?.[0]) {
+            const msg = t('toastMessages.unableToGetModelFilePath')
+            console.error(msg)
+            useToastStore().addAlert(msg)
+            return
+          }
+
+          applyPreview3DAdvancedResult(
+            node,
+            resolveLoad3d(),
+            result,
+            loadFolder,
+            comfyClass
+          )
+        }
+      })
+    }
   }
-})
+}
+
+useExtensionService().registerExtension(
+  createPreview3DAdvancedExtension(
+    'Preview3DAdvanced',
+    'Comfy.Preview3DAdvanced',
+    'temp'
+  )
+)
+useExtensionService().registerExtension(
+  createPreview3DAdvancedExtension(
+    'Save3DAdvanced',
+    'Comfy.Save3DAdvanced',
+    'output'
+  )
+)