Add test

Automated refresh of `apps/website/src/data/ashby-roles.snapshot.json`
from the Ashby job board API.

**Flow:**
1. `Release: Website` workflow ran (manual trigger).
2. This PR opens with the regenerated snapshot.
3. `CI: Vercel Website Preview` deploys a preview for review.
4. Merging to `main` triggers the production Vercel deploy.

The snapshot fallback in `apps/website/src/utils/ashby.ts` remains
intact: builds without `WEBSITE_ASHBY_API_KEY` continue to use the
committed snapshot.

Triggered by workflow run `25746888214`.

┆Issue is synchronized with this [Notion
page](https://www.notion.so/PR-12191-chore-website-refresh-Ashby-roles-snapshot-35e6d73d365081f4b2e1d802dd412a72)
by [Unito](https://www.unito.io)

Co-authored-by: Yourz <8287689+Yourz@users.noreply.github.com>

.claude/skills/add-model-page/SKILL.md

@@ -0,0 +1,173 @@
+---
+name: add-model-page
+description: 'add, update, or remove a model page entry on the comfy org website. creates a PR to Comfy-Org/ComfyUI_frontend apps/website folder with the change and posts a Vercel preview link back to Slack.'
+---
+
+# add-model-page
+
+add, update, or remove model pages in the ComfyUI website.
+
+## Trigger phrases
+
+- `Add a model page for <model-name>`
+- `Update the model page for <model-name>`
+- `Remove <model-name> from model pages`
+
+## Phase 1 — Parse the request
+
+Extract:
+
+- **action**: `add` | `update` | `remove`
+- **model-name**: raw string (e.g. `flux1-schnell`, `flux1_dev.safetensors`)
+
+Normalize to a slug: lowercase, replace `_` and `.` with `-`, strip file extensions.
+Example: `flux1_dev.safetensors` → `flux1-dev`
+
+## Architecture overview
+
+Models come from two sources merged at build time:
+
+| File                                            | Purpose                                                                                                                           |
+| ----------------------------------------------- | --------------------------------------------------------------------------------------------------------------------------------- |
+| `apps/website/src/config/generated-models.json` | Auto-generated from workflow_templates (slug, name, directory, huggingFaceUrl, workflowCount, displayName, thumbnailUrl, docsUrl) |
+| `apps/website/src/config/model-metadata.ts`     | Hand-curated overrides (docsUrl, blogUrl, featured) — only add entries that need overrides                                        |
+| `apps/website/src/config/models.ts`             | Merges the two above; exports typed `Model[]`                                                                                     |
+
+To regenerate the JSON from workflow_templates:
+
+```bash
+pnpm tsx apps/website/scripts/generate-models.ts
+```
+
+This writes `apps/website/src/config/generated-models.json` directly.
+Thumbnails are populated from local `.webp` files in `workflow_templates/templates/` — no network access needed.
+
+---
+
+## Phase 2 — Gather model data (ADD / UPDATE)
+
+Run the generator to get fresh data, then find the model:
+
+```bash
+pnpm tsx apps/website/scripts/generate-models.ts
+jq '.[] | select(.slug | contains("MODEL_SLUG"))' \
+  apps/website/src/config/generated-models.json
+```
+
+The JSON fields are:
+
+- `slug` — URL slug
+- `name` — exact filename or display name for partner nodes
+- `huggingFaceUrl` — download URL (empty for partner nodes)
+- `directory` — `diffusion_models` | `loras` | … | `partner_nodes`
+- `workflowCount` — integer
+- `displayName` — human-readable name
+
+If no match and it is a known API/partner model, add it to `API_PROVIDER_MAP` in
+`generate-models.ts` and re-run. Otherwise tell the user.
+
+---
+
+## Phase 3 — Check for existing entry
+
+```bash
+jq --arg slug "${SLUG}" '.[] | select(.slug == $slug)' \
+  apps/website/src/config/generated-models.json
+```
+
+- Match found + action is `add` → switch to UPDATE flow automatically
+- No match + action is `update` → stop and tell the user
+
+---
+
+## Phase 4A — ADD: new partner/API model not in workflow_templates
+
+For partner nodes (no local file), add an entry to `API_PROVIDER_MAP` in
+`apps/website/scripts/generate-models.ts`:
+
+```typescript
+mymodel: { name: 'My Model', slug: 'my-model' },
+```
+
+Then re-run `pnpm tsx apps/website/scripts/generate-models.ts` — it will appear
+in `generated-models.json` automatically.
+
+If you also want a `docsUrl`, `blogUrl`, or a link to the hub model page, add an entry to `model-metadata.ts`:
+
+```typescript
+'my-model': {
+  docsUrl: 'https://docs.comfy.org/tutorials/...',
+  blogUrl: 'https://blog.comfy.org/...',
+  hubSlug: 'my-model',   // slug at comfy.org/workflows/model/{hubSlug} — only set if the page exists (returns 200)
+  featured: true
+}
+```
+
+No changes to `models.ts` or `translations.ts` are needed.
+
+---
+
+## Phase 4B — UPDATE: edit existing entry
+
+Only `model-metadata.ts` needs editing for most updates (docsUrl, blogUrl,
+featured). For `displayName` or `directory` changes, edit the entry directly in
+`generated-models.json` (until the next generator run would overwrite it — then
+fix the source in `generate-models.ts`).
+
+---
+
+## Phase 4C — REMOVE: delete entry
+
+Remove the entry from `generated-models.json` (or mark it with `canonicalSlug`
+pointing to the replacement). No translation file changes needed.
+
+---
+
+## Phase 5 — Verify TypeScript
+
+```bash
+pnpm typecheck 2>&1 | grep -E "error|warning" | head -20
+```
+
+Fix any type errors before proceeding. Common issues:
+
+- `ModelDirectory` type not matching a new `directory` value — add it to the union
+- JSON import shape mismatch — `generated-models.json` must match `OutputModel`
+
+---
+
+## Phase 6 — Create PR
+
+```bash
+BRANCH="add-model-page-MODEL-SLUG"   # or update- / remove-
+git checkout -b $BRANCH
+git add apps/website/src/config/generated-models.json \
+        apps/website/scripts/generate-models.ts \
+        apps/website/src/config/model-metadata.ts
+git commit -m "feat(models): add model page for MODEL-SLUG"
+git push -u origin $BRANCH
+gh pr create \
+  --title "Add model page: MODEL-SLUG" \
+  --body "$(cat <<'EOF'
+Adds a new model page entry for MODEL-SLUG.
+
+## Changes
+- `generated-models.json`: regenerated with new entry (workflowCount N, directory DIRECTORY)
+- `model-metadata.ts`: editorial overrides (docsUrl, featured) if needed
+EOF
+)"
+```
+
+For UPDATE use branch `update-model-page-MODEL-SLUG`.
+For REMOVE use `remove-model-page-MODEL-SLUG`.
+
+---
+
+## Error states
+
+| Situation                       | Response                                                         |
+| ------------------------------- | ---------------------------------------------------------------- |
+| Model not in workflow templates | Ask user to verify spelling or add it manually as a partner node |
+| Slug already exists (add)       | Switch to update flow automatically                              |
+| Slug not found (update/remove)  | Stop and ask user to confirm                                     |
+| Typecheck fails                 | Fix the error before pushing                                     |

.coderabbit.yaml

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

.github/workflows/ci-perf-report.yaml

@@ -54,10 +54,14 @@ jobs:
       - name: Start ComfyUI server
         uses: ./.github/actions/start-comfyui-server
 
+      # PRs run each test once to keep wall time bounded; main runs 3× so the
+      # baseline saved to perf-data has enough samples to median over noise.
       - name: Run performance tests
         id: perf
         continue-on-error: true
-        run: pnpm exec playwright test --project=performance --workers=1 --repeat-each=3
+        env:
+          PERF_REPEAT: ${{ github.event_name == 'push' && github.ref == 'refs/heads/main' && '3' || '2' }}
+        run: pnpm exec playwright test --project=performance --workers=1 --repeat-each=$PERF_REPEAT
 
       - name: Upload perf metrics
         if: always()

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

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

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

@@ -4,6 +4,9 @@ name: 'CI: Vercel Website Preview'
 on:
   pull_request:
     types: [opened, synchronize, reopened]
+    branches-ignore:
+      - 'core/**'
+      - 'cloud/**'
     paths:
       - 'apps/website/**'
       - 'packages/design-system/**'

.github/workflows/model-page-discovery.yaml

@@ -0,0 +1,123 @@
+name: Model Page Discovery
+
+on:
+  schedule:
+    - cron: '0 9 * * 1'
+  workflow_dispatch:
+
+jobs:
+  discover:
+    runs-on: ubuntu-latest
+    permissions:
+      contents: read
+      issues: write
+
+    steps:
+      - name: Fetch model labels from hub API
+        id: hub
+        shell: bash
+        run: |
+          set -euo pipefail
+          curl -fsSL 'https://comfy.org/api/hub/labels?type=model' -o hub-labels.json
+          echo "Fetched $(jq '.labels | length' hub-labels.json) model labels from hub"
+
+      - name: Checkout ComfyUI_frontend
+        uses: actions/checkout@v6
+        with:
+          sparse-checkout: apps/website/src/config/generated-models.json
+
+      - name: Compare against existing models
+        id: compare
+        shell: bash
+        run: |
+          set -euo pipefail
+
+          HUB_SLUGS=$(jq -r '[.labels[].name]' hub-labels.json)
+
+          EXISTING_SLUGS=$(node -e "
+            const fs = require('fs');
+            const models = JSON.parse(
+              fs.readFileSync(
+                'apps/website/src/config/generated-models.json',
+                'utf8'
+              )
+            );
+            console.log(JSON.stringify(models.map(m => m.slug)));
+          " 2>/dev/null || echo '[]')
+
+          ADDED_SLUGS=$(node -e "
+            const hub = $HUB_SLUGS;
+            const existing = new Set($EXISTING_SLUGS);
+            console.log(JSON.stringify(hub.filter(s => !existing.has(s))));
+          ")
+
+          COUNT=$(node -e "console.log($ADDED_SLUGS.length)")
+          echo "new_count=$COUNT" >> \$GITHUB_OUTPUT
+          echo "new_slugs=$ADDED_SLUGS" >> \$GITHUB_OUTPUT
+
+          if [ "\$COUNT" -eq 0 ]; then
+            echo "No new models found."
+          else
+            echo "Found \$COUNT new model(s)"
+          fi
+
+      - name: Check for existing open discovery issue
+        id: existing_issue
+        if: steps.compare.outputs.new_count != '0'
+        env:
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        shell: bash
+        run: |
+          COUNT=$(gh issue list \
+            --repo "$GITHUB_REPOSITORY" \
+            --state open \
+            --search 'in:title "New models detected"' \
+            --json number \
+            --jq 'length')
+          echo "open_count=$COUNT" >> $GITHUB_OUTPUT
+
+      - name: Open GitHub issue for new models
+        if: |
+          steps.compare.outputs.new_count != '0' &&
+          steps.existing_issue.outputs.open_count == '0'
+        env:
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          NEW_SLUGS: ${{ steps.compare.outputs.new_slugs }}
+          NEW_COUNT: ${{ steps.compare.outputs.new_count }}
+        shell: bash
+        run: |
+          SLUG_LIST=$(node -e "
+            const slugs = $NEW_SLUGS;
+            console.log(slugs.map(s => '- \`' + s + '\`').join('\n'));
+          ")
+
+          gh issue create \
+            --repo "$GITHUB_REPOSITORY" \
+            --title "New models detected — add to model pages" \
+            --body "## $NEW_COUNT new model(s) found in hub
+
+          The weekly model discovery scan found model labels on the hub not yet in
+          \`apps/website/src/config/generated-models.json\`.
+
+          ### New slugs ($NEW_COUNT)
+
+          $SLUG_LIST
+
+          ### Next steps
+
+          1. Review which of these warrant an SEO model page
+          2. For local models: run \`SKIP_THUMBNAILS=1 pnpm generate:models\` and commit the result
+          3. For partner/API models: add to \`API_PROVIDER_MAP\` in \`generate-models.ts\`, regenerate, commit
+
+          ---
+          *Generated by the [model-page-discovery workflow](https://github.com/$GITHUB_REPOSITORY/actions/workflows/model-page-discovery.yaml)*"
+
+      - name: Skip — open issue already exists
+        if: |
+          steps.compare.outputs.new_count != '0' &&
+          steps.existing_issue.outputs.open_count != '0'
+        run: echo "An open discovery issue already exists — skipping creation."
+
+      - name: No new models found
+        if: steps.compare.outputs.new_count == '0'
+        run: echo "No new models found — nothing to do."

.oxlintrc.json

@@ -85,6 +85,15 @@
     "typescript/no-unused-vars": "off",
     "unicorn/no-empty-file": "off",
     "vitest/require-mock-type-parameters": "off",
+    "vitest/consistent-each-for": [
+      "error",
+      {
+        "test": "for",
+        "it": "for",
+        "describe": "for",
+        "suite": "for"
+      }
+    ],
     "unicorn/no-new-array": "off",
     "unicorn/no-single-promise-in-promise-methods": "off",
     "unicorn/no-useless-fallback-in-spread": "off",

apps/desktop-ui/src/i18n.ts

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

apps/website/README.md

@@ -113,6 +113,12 @@ git commit apps/website/src/data/ashby-roles.snapshot.json
 The script exits non-zero on any non-fresh outcome so stale/empty
 snapshots can't be accidentally committed.
 
+## Cloud nodes integration
+
+`/cloud/supported-nodes` (and `/zh-CN/`) lists custom-node packs preinstalled on Comfy Cloud, joined with public metadata from the [ComfyUI Custom Node Registry](https://registry.comfy.org) ([`api.comfy.org`](https://api.comfy.org)). See [`src/pages/cloud/supported-nodes/AGENTS.md`](src/pages/cloud/supported-nodes/AGENTS.md) for the build pipeline, source-file map, and key invariants.
+
+Build-time env var: `WEBSITE_CLOUD_API_KEY` (Cloud `/api/object_info` auth; the build falls back to the committed snapshot when unset). Must also be set in the Vercel project environment.
+
 ## HubSpot contact form
 
 The contact page uses HubSpot's hosted form embed for the interest form:
@@ -146,3 +152,4 @@ renders the documented embed container.
 - `pnpm test:unit` — Vitest unit tests
 - `pnpm test:e2e` — Playwright E2E tests (requires `pnpm build` first)
 - `pnpm ashby:refresh-snapshot` — refresh the committed careers snapshot
+- `pnpm cloud-nodes:refresh-snapshot` — refresh the committed cloud nodes snapshot

apps/website/e2e/careers.spec.ts

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

apps/website/e2e/cloud-nodes.spec.ts

@@ -0,0 +1,169 @@
+import { expect } from '@playwright/test'
+
+import { test } from './fixtures/blockExternalMedia'
+
+test.describe('Cloud nodes page @smoke', () => {
+  test.beforeEach(async ({ page }) => {
+    await page.goto('/cloud/supported-nodes')
+  })
+
+  test('has correct title', async ({ page }) => {
+    await expect(page).toHaveTitle(
+      'Custom-node packs on Comfy Cloud — supported by default'
+    )
+  })
+
+  test('renders at least one pack card', async ({ page }) => {
+    const cards = page.getByTestId('cloud-node-pack-card')
+    await expect(cards.first()).toBeVisible()
+    expect(await cards.count()).toBeGreaterThan(0)
+  })
+
+  test('search input filters cards down', async ({ page }) => {
+    const cards = page.getByTestId('cloud-node-pack-card')
+    const initialCount = await cards.count()
+
+    await page.getByTestId('cloud-nodes-search').fill('impact')
+    const filteredCards = page.getByTestId('cloud-node-pack-card')
+    await expect(filteredCards.first()).toBeVisible()
+    const filteredCount = await filteredCards.count()
+
+    expect(filteredCount).toBeGreaterThan(0)
+    expect(filteredCount).toBeLessThanOrEqual(initialCount)
+  })
+
+  test('renders banner image or fallback element', async ({ page }) => {
+    const banners = page.getByTestId('cloud-node-pack-banner')
+    await expect(banners.first()).toBeVisible()
+  })
+
+  test('opens pack detail page from first card', async ({ page }) => {
+    const firstCard = page.getByTestId('cloud-node-pack-card').first()
+    await expect(firstCard).toBeVisible()
+
+    await firstCard.locator('a').first().click()
+
+    await expect(page).toHaveURL(/\/cloud\/supported-nodes\/[a-z0-9-]+$/)
+    await expect(page.getByTestId('cloud-node-pack-detail')).toBeVisible()
+  })
+
+  test('direct pack detail route renders node entries', async ({ page }) => {
+    await page.goto('/cloud/supported-nodes/comfyui-impact-pack')
+    await expect(page.getByTestId('cloud-node-pack-detail')).toBeVisible()
+    await expect(
+      page.getByTestId('cloud-node-pack-detail-node').first()
+    ).toBeVisible()
+  })
+
+  test('search with no matches shows empty state', async ({ page }) => {
+    await page
+      .getByTestId('cloud-nodes-search')
+      .fill('zzzz-this-pack-does-not-exist')
+    await expect(page.getByTestId('cloud-node-pack-card')).toHaveCount(0)
+    await expect(page.getByText('No matching packs')).toBeVisible()
+  })
+
+  test('clearing search restores the full list', async ({ page }) => {
+    const cards = page.getByTestId('cloud-node-pack-card')
+    const initialCount = await cards.count()
+
+    await page.getByTestId('cloud-nodes-search').fill('impact')
+    await expect(cards.first()).toBeVisible()
+
+    await page.getByTestId('cloud-nodes-search').fill('')
+    await expect(cards).toHaveCount(initialCount)
+  })
+
+  test('search matches against node display names, not just pack names', async ({
+    page
+  }) => {
+    await page.getByTestId('cloud-nodes-search').fill('FaceDetailer')
+    await expect(page.getByTestId('cloud-node-pack-card')).toHaveCount(1)
+    await expect(
+      page.getByTestId('cloud-node-pack-card-link').first()
+    ).toContainText('Impact Pack')
+  })
+
+  test('switching sort to A → Z reorders cards alphabetically', async ({
+    page
+  }) => {
+    await page.locator('#cloud-nodes-sort').selectOption('az')
+    const firstName = await page
+      .getByTestId('cloud-node-pack-card-link')
+      .first()
+      .textContent()
+    expect(firstName?.trim().toLowerCase().charAt(0)).toMatch(/^[a-c]/)
+  })
+
+  test('list grid carries a localized aria-label', async ({ page }) => {
+    await expect(
+      page.getByRole('list', {
+        name: 'Custom-node packs supported on Comfy Cloud'
+      })
+    ).toBeVisible()
+  })
+
+  test('clicking the back link returns to the index from a detail page', async ({
+    page
+  }) => {
+    await page.goto('/cloud/supported-nodes/comfyui-impact-pack')
+    await page.getByRole('link', { name: 'Back to all packs' }).click()
+    await expect(page).toHaveURL(/\/cloud\/supported-nodes\/?$/)
+    await expect(page.getByTestId('cloud-node-pack-card').first()).toBeVisible()
+  })
+
+  test('detail page renders publisher and external repo link', async ({
+    page
+  }) => {
+    await page.goto('/cloud/supported-nodes/comfyui-impact-pack')
+    const repoLink = page.getByRole('link', {
+      name: /github\.com\/ltdrdata\/ComfyUI-Impact-Pack/
+    })
+    await expect(repoLink).toBeVisible()
+    await expect(repoLink).toHaveAttribute('rel', /noopener/)
+  })
+
+  test('unknown pack slug 404s', async ({ page }) => {
+    const response = await page.goto(
+      '/cloud/supported-nodes/this-pack-does-not-exist'
+    )
+    expect(response?.status()).toBe(404)
+  })
+
+  test('JSON-LD ItemList is emitted on the index page', async ({ page }) => {
+    const jsonLd = page.locator('script[type="application/ld+json"]')
+    const ldBlocks = await jsonLd.allTextContents()
+    expect(ldBlocks.some((b) => b.includes('"@type":"ItemList"'))).toBeTruthy()
+  })
+
+  test('JSON-LD payload escapes <-sequences', async ({ page }) => {
+    const ldBlocks = await page
+      .locator('script[type="application/ld+json"]')
+      .allTextContents()
+    for (const block of ldBlocks) {
+      expect(block).not.toContain('</script')
+    }
+  })
+})
+
+test.describe('Cloud nodes page (zh-CN) @smoke', () => {
+  test('renders localized title and packs', async ({ page }) => {
+    await page.goto('/zh-CN/cloud/supported-nodes')
+    await expect(page).toHaveTitle('Comfy Cloud 自定义节点包合集——开箱即用')
+    await expect(page.getByTestId('cloud-node-pack-card').first()).toBeVisible()
+    await expect(
+      page.getByTestId('cloud-node-pack-banner').first()
+    ).toBeVisible()
+  })
+
+  test('opens pack detail page from first card', async ({ page }) => {
+    await page.goto('/zh-CN/cloud/supported-nodes')
+    const firstCard = page.getByTestId('cloud-node-pack-card').first()
+    await expect(firstCard).toBeVisible()
+
+    await firstCard.locator('a').first().click()
+
+    await expect(page).toHaveURL(/\/zh-CN\/cloud\/supported-nodes\/[a-z0-9-]+$/)
+    await expect(page.getByTestId('cloud-node-pack-detail')).toBeVisible()
+  })
+})

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

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

apps/website/e2e/customers.spec.ts

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

apps/website/e2e/demos.spec.ts

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

apps/website/e2e/payment.spec.ts

@@ -61,7 +61,7 @@ test.describe('Payment failed page @smoke', () => {
   test('shows failure heading and subtitle', async ({ page }) => {
     await expect(
       page.getByRole('heading', {
-        name: /Payment was not completed/i,
+        name: /Unable to complete payment/i,
         level: 1
       })
     ).toBeVisible()
@@ -102,7 +102,7 @@ test.describe('Payment pages zh-CN @smoke', () => {
     await expect(page).toHaveTitle('支付失败 — Comfy')
     await expectNoIndex(page)
     await expect(
-      page.getByRole('heading', { name: '支付未完成', level: 1 })
+      page.getByRole('heading', { name: '无法完成支付', level: 1 })
     ).toBeVisible()
     await expect(page.getByRole('link', { name: '联系支持' })).toHaveAttribute(
       'href',

apps/website/e2e/responsive.spec.ts

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

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

@@ -26,8 +26,8 @@ async function assertNoOverflow(page: Page) {
 }
 
 async function navigateAndSettle(page: Page, url: string) {
-  await page.goto(url)
-  await page.waitForLoadState('networkidle')
+  await page.goto(url, { waitUntil: 'domcontentloaded' })
+  await page.waitForLoadState('load')
 }
 
 test.describe('Home', { tag: '@visual' }, () => {
@@ -126,6 +126,7 @@ test.describe('Overflow guards', { tag: '@visual' }, () => {
   const pages = [
     '/',
     '/cloud',
+    '/cloud/enterprise',
     '/cloud/pricing',
     '/contact',
     '/download',

apps/website/package.json

@@ -15,11 +15,15 @@
     "test:e2e:local": "cross-env PLAYWRIGHT_LOCAL=1 playwright test",
     "test:visual": "playwright test --project visual",
     "test:visual:update": "playwright test --project visual --update-snapshots",
-    "ashby:refresh-snapshot": "tsx ./scripts/refresh-ashby-snapshot.ts"
+    "ashby:refresh-snapshot": "tsx ./scripts/refresh-ashby-snapshot.ts",
+    "cloud-nodes:refresh-snapshot": "tsx ./scripts/refresh-cloud-nodes-snapshot.ts",
+    "generate:models": "tsx ./scripts/generate-models.ts"
   },
   "dependencies": {
     "@astrojs/sitemap": "catalog:",
     "@comfyorg/design-system": "workspace:*",
+    "@comfyorg/object-info-parser": "workspace:*",
+    "@comfyorg/shared-frontend-utils": "workspace:*",
     "@comfyorg/tailwind-utils": "workspace:*",
     "@vercel/analytics": "catalog:",
     "@vueuse/core": "catalog:",
@@ -27,6 +31,7 @@
     "gsap": "catalog:",
     "lenis": "catalog:",
     "posthog-js": "catalog:",
+    "three": "catalog:",
     "vue": "catalog:",
     "zod": "catalog:"
   },

apps/website/playwright.config.ts

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

apps/website/scripts/generate-models.ts

@@ -0,0 +1,396 @@
+import { existsSync, readdirSync, readFileSync, writeFileSync } from 'node:fs'
+import { join } from 'node:path'
+import { fileURLToPath } from 'node:url'
+
+const WORKFLOW_TEMPLATES_BASE =
+  'https://raw.githubusercontent.com/Comfy-Org/workflow_templates/main/templates'
+
+const TEMPLATES_DIR = fileURLToPath(
+  new URL('../../../../workflow_templates/templates', import.meta.url)
+)
+
+const QUANT_SUFFIXES = [
+  '_fp8_e4m3fn_scaled',
+  '_fp8_e4m3fn',
+  '_fp8_scaled',
+  '_fp4_mixed',
+  '_fp8mixed',
+  '_fp8',
+  '_fp16',
+  '_fp4',
+  '_bf16',
+  '_int8'
+]
+
+interface RawModel {
+  name: string
+  url: string
+  directory: string
+}
+
+interface ModelData {
+  url: string
+  directory: string
+  templates: Set<string>
+  firstTemplate?: string
+}
+
+interface OutputModel {
+  slug: string
+  name: string
+  huggingFaceUrl: string
+  directory: string
+  workflowCount: number
+  displayName: string
+  docsUrl?: string
+  thumbnailUrl?: string
+  canonicalSlug?: string
+}
+
+// Maps api_*.json filename prefix to a canonical display name and slug.
+// Add entries here as new partner integrations land in workflow_templates.
+const API_PROVIDER_MAP: Record<string, { name: string; slug: string }> = {
+  nano: { name: 'Nano Banana', slug: 'nano-banana' },
+  kling: { name: 'Kling AI', slug: 'kling-ai' },
+  kling2: { name: 'Kling AI', slug: 'kling-ai' },
+  meshy: { name: 'Meshy AI', slug: 'meshy-ai' },
+  luma: { name: 'Luma Dream Machine', slug: 'luma-dream-machine' },
+  runway: { name: 'Runway', slug: 'runway' },
+  vidu: { name: 'Vidu', slug: 'vidu' },
+  bfl: { name: 'Flux (API)', slug: 'flux-api' },
+  grok: { name: 'Grok Image', slug: 'grok-image' },
+  stability: { name: 'Stability AI', slug: 'stability-ai' },
+  bytedance: { name: 'Seedance (ByteDance)', slug: 'seedance-bytedance' },
+  bytedace: { name: 'Seedance (ByteDance)', slug: 'seedance-bytedance' },
+  google: { name: 'Gemini Image', slug: 'gemini-image' },
+  hailuo: { name: 'Hailuo MiniMax', slug: 'hailuo-minimax' },
+  ideogram: { name: 'Ideogram', slug: 'ideogram' },
+  pixverse: { name: 'Pixverse', slug: 'pixverse' },
+  rodin: { name: 'Rodin 3D', slug: 'rodin-3d' },
+  magnific: { name: 'Magnific AI', slug: 'magnific-ai' },
+  bria: { name: 'Bria AI', slug: 'bria-ai' },
+  tripo: { name: 'Tripo 3D', slug: 'tripo-3d' },
+  tripo3: { name: 'Tripo 3D', slug: 'tripo-3d' },
+  hunyuan3d: { name: 'Hunyuan 3D', slug: 'hunyuan-3d' },
+  recraft: { name: 'Recraft', slug: 'recraft' },
+  topaz: { name: 'Topaz Labs', slug: 'topaz-labs' },
+  moonvalley: { name: 'Moonvalley', slug: 'moonvalley' },
+  ltxv: { name: 'LTX Video (API)', slug: 'ltxv-api' },
+  openai: { name: 'OpenAI DALL-E', slug: 'openai-dall-e' },
+  wan: { name: 'Wan (API)', slug: 'wan-api' },
+  wan2: { name: 'Wan (API)', slug: 'wan-api' },
+  veo2: { name: 'Veo 2', slug: 'veo-2' },
+  veo3: { name: 'Veo 3', slug: 'veo-3' },
+  flux2: { name: 'Flux 2 (API)', slug: 'flux-2-api' },
+  wavespeed: { name: 'Wavespeed', slug: 'wavespeed' },
+  wavespped: { name: 'Wavespeed', slug: 'wavespeed' }
+}
+
+function stripExt(name: string): string {
+  return name.replace(/\.(safetensors|ckpt|pt|bin)$/, '')
+}
+
+function stripQuant(base: string): string {
+  for (const suffix of QUANT_SUFFIXES) {
+    if (base.endsWith(suffix)) return base.slice(0, -suffix.length)
+  }
+  return base
+}
+
+function makeSlug(name: string): string {
+  const base = stripExt(name)
+  return base
+    .toLowerCase()
+    .replace(/[_.]/g, '-')
+    .replace(/-+/g, '-')
+    .replace(/^-|-$/g, '')
+}
+
+function makeDisplayName(name: string): string {
+  const base = stripExt(name)
+  return base
+    .split(/[_-]/)
+    .map((part) => {
+      if (/^(fp\d+|bf\d+|int\d+)$/i.test(part)) return part.toUpperCase()
+      if (/^(e4m3fn|scaled|mixed|fp8mixed)$/i.test(part)) return part
+      if (/^\d+(\.\d+)?[bBkKmM]?$/.test(part)) return part
+      return part.charAt(0).toUpperCase() + part.slice(1)
+    })
+    .join(' ')
+}
+
+function extractModels(
+  obj: unknown,
+  templateName: string,
+  models: Map<string, ModelData>
+): void {
+  if (obj === null || typeof obj !== 'object') return
+
+  if (Array.isArray(obj)) {
+    for (const item of obj) extractModels(item, templateName, models)
+    return
+  }
+
+  const record = obj as Record<string, unknown>
+
+  if (Array.isArray(record['models'])) {
+    for (const m of record['models'] as unknown[]) {
+      if (m === null || typeof m !== 'object' || Array.isArray(m)) continue
+      const model = m as Record<string, unknown>
+      if (typeof model['name'] !== 'string') continue
+
+      const name = model['name']
+      const url = typeof model['url'] === 'string' ? model['url'] : ''
+      const directory =
+        typeof model['directory'] === 'string' ? model['directory'] : ''
+
+      if (!models.has(name)) {
+        models.set(name, {
+          url,
+          directory,
+          templates: new Set(),
+          firstTemplate: templateName
+        })
+      }
+      models.get(name)!.templates.add(templateName)
+    }
+  }
+
+  for (const value of Object.values(record)) {
+    extractModels(value, templateName, models)
+  }
+}
+
+interface ApiModelData {
+  slug: string
+  name: string
+  directory: 'partner_nodes'
+  templateCount: number
+}
+
+function extractApiModels(files: string[]): ApiModelData[] {
+  const counts = new Map<string, number>()
+  for (const file of files) {
+    if (!file.startsWith('api_')) continue
+    const prefix = file.slice(4).split('_')[0]
+    const entry = API_PROVIDER_MAP[prefix]
+    if (!entry) continue
+    counts.set(entry.slug, (counts.get(entry.slug) ?? 0) + 1)
+  }
+  return [...counts.entries()].map(([slug, count]) => {
+    const found = Object.values(API_PROVIDER_MAP).find((e) => e.slug === slug)!
+    return {
+      slug,
+      name: found.name,
+      directory: 'partner_nodes' as const,
+      templateCount: count
+    }
+  })
+}
+
+// Reads all locale index.json files to build a map of
+// raw model filename → tutorialUrl. Index entries name the template file;
+// that file's embedded model objects give the actual filenames.
+function buildTutorialUrlMap(templatesDir: string): Map<string, string> {
+  const map = new Map<string, string>()
+  const indexFiles = readdirSync(templatesDir).filter(
+    (f) =>
+      f.startsWith('index') &&
+      f.endsWith('.json') &&
+      !f.includes('schema') &&
+      !f.includes('logo')
+  )
+  // Collect template-name → tutorialUrl from all locale indexes (first wins)
+  const templateTutorialMap = new Map<string, string>()
+  const sorted = ['index.json', ...indexFiles.filter((f) => f !== 'index.json')]
+  for (const file of sorted) {
+    let data: unknown
+    try {
+      data = JSON.parse(readFileSync(join(templatesDir, file), 'utf8'))
+    } catch {
+      continue
+    }
+    if (!Array.isArray(data)) continue
+    for (const cat of data as unknown[]) {
+      if (typeof cat !== 'object' || cat === null) continue
+      const templates = (cat as Record<string, unknown>)['templates']
+      if (!Array.isArray(templates)) continue
+      for (const t of templates) {
+        if (typeof t !== 'object' || t === null) continue
+        const entry = t as Record<string, unknown>
+        const tutorialUrl =
+          typeof entry['tutorialUrl'] === 'string'
+            ? entry['tutorialUrl']
+            : undefined
+        const templateName =
+          typeof entry['name'] === 'string' ? entry['name'] : undefined
+        if (
+          tutorialUrl &&
+          templateName &&
+          !templateTutorialMap.has(templateName)
+        ) {
+          templateTutorialMap.set(templateName, tutorialUrl)
+        }
+      }
+    }
+  }
+
+  // For each template with a tutorialUrl, open the template file and map
+  // every embedded model filename to that tutorialUrl
+  for (const [templateName, tutorialUrl] of templateTutorialMap) {
+    const filePath = join(templatesDir, `${templateName}.json`)
+    let data: unknown
+    try {
+      data = JSON.parse(readFileSync(filePath, 'utf8'))
+    } catch {
+      continue
+    }
+
+    function extractModelNames(obj: unknown): void {
+      if (obj === null || typeof obj !== 'object') return
+      if (Array.isArray(obj)) {
+        for (const item of obj) extractModelNames(item)
+        return
+      }
+      const record = obj as Record<string, unknown>
+      if (Array.isArray(record['models'])) {
+        for (const m of record['models'] as unknown[]) {
+          if (m === null || typeof m !== 'object' || Array.isArray(m)) continue
+          const model = m as Record<string, unknown>
+          if (typeof model['name'] === 'string' && !map.has(model['name'])) {
+            map.set(model['name'], tutorialUrl)
+          }
+        }
+      }
+      for (const value of Object.values(record)) {
+        extractModelNames(value)
+      }
+    }
+
+    extractModelNames(data)
+  }
+
+  return map
+}
+
+function templateThumbnailUrl(
+  firstTemplate: string | undefined,
+  templatesDir: string
+): string | undefined {
+  if (!firstTemplate) return undefined
+  const base = firstTemplate.replace(/\.json$/, '')
+  const localPath = join(templatesDir, `${base}-1.webp`)
+  if (!existsSync(localPath)) return undefined
+  return `${WORKFLOW_TEMPLATES_BASE}/${encodeURIComponent(base)}-1.webp`
+}
+
+function run(): void {
+  const models = new Map<string, ModelData>()
+
+  const files = readdirSync(TEMPLATES_DIR).filter((f) => f.endsWith('.json'))
+
+  for (const file of files) {
+    const filePath = join(TEMPLATES_DIR, file)
+    try {
+      const raw = readFileSync(filePath, 'utf8')
+      const data: unknown = JSON.parse(raw)
+      extractModels(data, file, models)
+    } catch (error) {
+      throw new Error(
+        `Failed to parse ${file}: ${
+          error instanceof Error ? error.message : String(error)
+        }`
+      )
+    }
+  }
+
+  const apiModels = extractApiModels(files)
+  const tutorialUrlMap = buildTutorialUrlMap(TEMPLATES_DIR)
+
+  const sorted = [...models.entries()].sort(
+    ([, a], [, b]) => b.templates.size - a.templates.size
+  )
+
+  // Build quant convergence map
+  const groups = new Map<string, Array<[string, ModelData]>>()
+  for (const [name, data] of sorted) {
+    const base = stripExt(name)
+    const canonicalBase = stripQuant(base)
+    if (!groups.has(canonicalBase)) groups.set(canonicalBase, [])
+    groups.get(canonicalBase)!.push([name, data])
+  }
+
+  const canonicalMap = new Map<string, string | null>()
+  for (const members of groups.values()) {
+    if (members.length > 1) {
+      const membersSorted = [...members].sort(
+        ([, a], [, b]) => b.templates.size - a.templates.size
+      )
+      const canonicalName = membersSorted[0][0]
+      canonicalMap.set(canonicalName, null)
+      for (const [name] of membersSorted.slice(1)) {
+        canonicalMap.set(name, canonicalName)
+      }
+    } else {
+      canonicalMap.set(members[0][0], null)
+    }
+  }
+
+  const output: OutputModel[] = sorted.map(([name, data]) => {
+    const canonicalRaw = canonicalMap.get(name) ?? null
+    const result: OutputModel = {
+      slug: makeSlug(name),
+      name,
+      huggingFaceUrl: data.url,
+      directory: data.directory,
+      workflowCount: data.templates.size,
+      displayName: makeDisplayName(name)
+    }
+    const docsUrl = tutorialUrlMap.get(name)
+    if (docsUrl) result.docsUrl = docsUrl
+    const thumb = templateThumbnailUrl(data.firstTemplate, TEMPLATES_DIR)
+    if (thumb) result.thumbnailUrl = thumb
+    if (canonicalRaw !== null) {
+      result.canonicalSlug = makeSlug(canonicalRaw)
+    }
+    return result
+  })
+
+  const apiOutput: OutputModel[] = apiModels
+    .sort((a, b) => b.templateCount - a.templateCount)
+    .map((m) => ({
+      slug: m.slug,
+      name: m.name,
+      huggingFaceUrl: '',
+      directory: m.directory,
+      workflowCount: m.templateCount,
+      displayName: m.name
+    }))
+
+  const combined = [...apiOutput, ...output]
+
+  const withThumbs = combined.filter((m) => m.thumbnailUrl).length
+  process.stdout.write(
+    `  ${withThumbs}/${combined.length} models have thumbnails\n`
+  )
+
+  const defaultOut = join(
+    fileURLToPath(new URL('.', import.meta.url)),
+    '../src/config/generated-models.json'
+  )
+  const outputArg = process.argv[2] ?? defaultOut
+  const json = JSON.stringify(combined, null, 2) + '\n'
+
+  writeFileSync(outputArg, json, 'utf8')
+  process.stdout.write(
+    `Written ${combined.length} models ` +
+      `(${apiOutput.length} partner, ${output.length} local) to ${outputArg}\n`
+  )
+}
+
+try {
+  run()
+} catch (err) {
+  process.stderr.write(`${err instanceof Error ? err.message : String(err)}\n`)
+  process.exit(1)
+}

apps/website/scripts/refresh-cloud-nodes-snapshot.ts

@@ -0,0 +1,32 @@
+import { renameSync, writeFileSync } from 'node:fs'
+import { fileURLToPath } from 'node:url'
+
+import { fetchCloudNodesForBuild } from '../src/utils/cloudNodes'
+
+const snapshotPath = fileURLToPath(
+  new URL('../src/data/cloud-nodes.snapshot.json', import.meta.url)
+)
+const tempPath = `${snapshotPath}.tmp`
+
+const outcome = await fetchCloudNodesForBuild()
+
+if (outcome.status !== 'fresh') {
+  const reason = 'reason' in outcome ? outcome.reason : '(none)'
+  console.error(
+    `Snapshot refresh aborted. Outcome: ${outcome.status}; reason: ${reason}`
+  )
+  process.exit(1)
+}
+
+const serialized = JSON.stringify(outcome.snapshot, null, 2) + '\n'
+
+writeFileSync(tempPath, serialized, 'utf8')
+renameSync(tempPath, snapshotPath)
+
+const totalNodes = outcome.snapshot.packs.reduce(
+  (n, pack) => n + pack.nodes.length,
+  0
+)
+process.stdout.write(
+  `Wrote snapshot with ${outcome.snapshot.packs.length} pack(s) and ${totalNodes} node(s) to ${snapshotPath}\n`
+)

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

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

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

@@ -1,6 +1,4 @@
 <script setup lang="ts">
-import { onMounted, ref } from 'vue'
-
 const photos = [
   {
     src: 'https://media.comfy.org/website/careers/team0.webp',
@@ -17,45 +15,34 @@ const photos = [
   {
     src: 'https://media.comfy.org/website/careers/team3.webp',
     alt: 'Team on a boat'
+  },
+  {
+    src: 'https://media.comfy.org/website/careers/team4.webp',
+    alt: 'Teammates posing at a restaurant'
+  },
+  {
+    src: 'https://media.comfy.org/website/careers/team5.webp',
+    alt: 'Teammates at a social gathering'
+  },
+  {
+    src: 'https://media.comfy.org/website/careers/team6.webp',
+    alt: 'Team sailing at golden hour'
+  },
+  {
+    src: 'https://media.comfy.org/website/careers/team7.webp',
+    alt: 'Team on a sailboat at sunset'
   }
 ]
-
-const loopedPhotos = [...photos, ...photos, ...photos]
-
-const scrollRef = ref<HTMLElement>()
-
-function onScroll() {
-  const el = scrollRef.value
-  if (!el) return
-
-  const third = el.scrollWidth / 3
-  const maxScroll = el.scrollWidth - el.clientWidth
-
-  if (el.scrollLeft >= maxScroll - 1) {
-    el.scrollLeft -= third
-  } else if (el.scrollLeft <= 1) {
-    el.scrollLeft += third
-  }
-}
-
-onMounted(() => {
-  const el = scrollRef.value
-  if (el) {
-    el.scrollLeft = el.scrollWidth / 3
-  }
-})
 </script>
 
 <template>
   <section class="py-12 md:py-24">
     <div
-      ref="scrollRef"
       class="flex gap-4 overflow-x-auto px-6 md:gap-6 md:px-20"
       style="scrollbar-width: none"
-      @scroll="onScroll"
     >
       <div
-        v-for="(photo, i) in loopedPhotos"
+        v-for="(photo, i) in photos"
         :key="i"
         class="aspect-3/4 h-64 shrink-0 md:h-96"
       >

apps/website/src/components/cloud-nodes/HeroSection.vue

@@ -0,0 +1,30 @@
+<script setup lang="ts">
+import type { Locale } from '../../i18n/translations'
+
+import { t } from '../../i18n/translations'
+import SectionLabel from '../common/SectionLabel.vue'
+
+const { locale = 'en' } = defineProps<{
+  locale?: Locale
+}>()
+</script>
+
+<template>
+  <section class="px-6 pt-24 pb-14 md:px-20 md:pt-32 md:pb-20">
+    <div class="mx-auto flex w-full max-w-6xl flex-col gap-7">
+      <SectionLabel>
+        {{ t('cloudNodes.hero.label', locale) }}
+      </SectionLabel>
+
+      <h1
+        class="text-primary-comfy-canvas max-w-4xl text-4xl/tight md:text-6xl"
+      >
+        {{ t('cloudNodes.hero.heading', locale) }}
+      </h1>
+
+      <p class="text-primary-warm-gray max-w-3xl text-base/relaxed md:text-lg">
+        {{ t('cloudNodes.hero.body', locale) }}
+      </p>
+    </div>
+  </section>
+</template>

apps/website/src/components/cloud-nodes/NodeList.vue

@@ -0,0 +1,49 @@
+<script setup lang="ts">
+import type { PackNode } from '../../data/cloudNodes'
+import type { Locale } from '../../i18n/translations'
+
+import { useNodesByCategory } from '../../composables/useNodesByCategory'
+import { t } from '../../i18n/translations'
+
+const { locale = 'en', nodes } = defineProps<{
+  locale?: Locale
+  nodes: readonly PackNode[]
+}>()
+
+const { groupedNodes } = useNodesByCategory(() => nodes)
+</script>
+
+<template>
+  <details
+    class="group border-primary-warm-gray/20 rounded-2xl border px-4 py-3"
+  >
+    <summary
+      class="text-primary-comfy-canvas cursor-pointer list-none text-sm font-semibold"
+    >
+      {{ t('cloudNodes.card.nodesHeading', locale) }}
+    </summary>
+
+    <div class="mt-4 flex flex-col gap-5">
+      <div
+        v-for="group in groupedNodes"
+        :key="group.category"
+        class="flex flex-col gap-2"
+      >
+        <h4
+          class="text-primary-warm-gray text-xs font-semibold tracking-widest uppercase"
+        >
+          {{ group.category }}
+        </h4>
+        <ul class="flex flex-col gap-1">
+          <li
+            v-for="node in group.nodes"
+            :key="node.name"
+            class="text-primary-comfy-canvas text-sm/relaxed"
+          >
+            {{ node.displayName }}
+          </li>
+        </ul>
+      </div>
+    </div>
+  </details>
+</template>

apps/website/src/components/cloud-nodes/PackBanner.vue

@@ -0,0 +1,52 @@
+<script setup lang="ts">
+import { useBannerImage } from '../../composables/useBannerImage'
+
+const { bannerUrl, iconUrl, name } = defineProps<{
+  bannerUrl?: string
+  iconUrl?: string
+  name: string
+}>()
+
+const {
+  DEFAULT_BANNER,
+  isImageError,
+  showDefaultBanner,
+  imgSrc,
+  onImageError
+} = useBannerImage({
+  bannerUrl: () => bannerUrl,
+  iconUrl: () => iconUrl
+})
+</script>
+
+<template>
+  <div
+    class="z-0 aspect-7/3 w-full overflow-hidden"
+    data-testid="cloud-node-pack-banner"
+  >
+    <div v-if="showDefaultBanner" class="size-full">
+      <img
+        :src="DEFAULT_BANNER"
+        :alt="`${name} banner`"
+        class="size-full object-cover"
+      />
+    </div>
+    <div v-else class="relative size-full">
+      <div
+        v-if="imgSrc && !isImageError"
+        class="absolute inset-0 bg-cover bg-center bg-no-repeat opacity-30"
+        :style="{ backgroundImage: `url(${imgSrc})`, filter: 'blur(10px)' }"
+      />
+      <img
+        :src="isImageError ? DEFAULT_BANNER : imgSrc"
+        :alt="`${name} banner`"
+        :class="
+          isImageError
+            ? 'relative z-10 size-full object-cover'
+            : 'relative z-10 size-full object-contain'
+        "
+        @error="onImageError"
+      />
+    </div>
+  </div>
+</template>

apps/website/src/components/cloud-nodes/PackCard.vue

@@ -0,0 +1,80 @@
+<script setup lang="ts">
+import type { Pack } from '../../data/cloudNodes'
+import type { Locale } from '../../i18n/translations'
+
+import { t } from '../../i18n/translations'
+import NodeList from './NodeList.vue'
+import PackBanner from './PackBanner.vue'
+
+const { locale = 'en', pack } = defineProps<{
+  locale?: Locale
+  pack: Pack
+}>()
+
+const detailHref =
+  locale === 'zh-CN'
+    ? `/zh-CN/cloud/supported-nodes/${pack.id}`
+    : `/cloud/supported-nodes/${pack.id}`
+
+function nodeCountLabel(nodeCount: number): string {
+  const key =
+    new Intl.PluralRules(locale).select(nodeCount) === 'one'
+      ? 'cloudNodes.card.nodeCountOne'
+      : 'cloudNodes.card.nodeCountOther'
+  return t(key, locale).replace('{count}', String(nodeCount))
+}
+</script>
+
+<template>
+  <article
+    class="bg-transparency-white-t5 border-primary-warm-gray/20 flex h-full flex-col overflow-hidden rounded-3xl border"
+    data-testid="cloud-node-pack-card"
+  >
+    <PackBanner
+      :banner-url="pack.bannerUrl"
+      :icon-url="pack.iconUrl"
+      :name="pack.displayName"
+    />
+
+    <div class="flex flex-1 flex-col gap-5 p-5 md:p-6">
+      <div class="flex flex-col gap-2">
+        <h3 class="text-primary-comfy-canvas text-2xl/tight font-semibold">
+          <a
+            :href="detailHref"
+            class="hover:text-primary-comfy-yellow"
+            data-testid="cloud-node-pack-card-link"
+          >
+            {{ pack.displayName }}
+          </a>
+        </h3>
+        <p class="text-primary-warm-gray text-sm/relaxed">
+          {{
+            pack.description ||
+            t('cloudNodes.card.unavailableDescription', locale)
+          }}
+        </p>
+      </div>
+
+      <div class="flex flex-wrap items-center gap-3 text-sm">
+        <a
+          v-if="pack.repoUrl"
+          :href="pack.repoUrl"
+          target="_blank"
+          rel="noopener noreferrer"
+          class="text-primary-comfy-yellow hover:text-primary-comfy-yellow/85 font-semibold underline"
+        >
+          {{ t('cloudNodes.card.viewRepo', locale) }}
+        </a>
+        <span v-else class="text-primary-warm-gray">
+          {{ t('cloudNodes.card.viewRepo', locale) }}
+        </span>
+        <span class="text-primary-warm-gray">•</span>
+        <span class="text-primary-comfy-canvas">{{
+          nodeCountLabel(pack.nodes.length)
+        }}</span>
+      </div>
+
+      <NodeList :locale="locale" :nodes="pack.nodes" class="mt-auto" />
+    </div>
+  </article>
+</template>

apps/website/src/components/cloud-nodes/PackDetail.vue

@@ -0,0 +1,203 @@
+<script setup lang="ts">
+import { cn } from '@comfyorg/tailwind-utils'
+
+import type { Pack } from '../../data/cloudNodes'
+import type { Locale } from '../../i18n/translations'
+
+import {
+  formatLocalizedMediumDate,
+  formatLocalizedNumber
+} from '@comfyorg/shared-frontend-utils/formatUtil'
+
+import { useNodesByCategory } from '../../composables/useNodesByCategory'
+import { t } from '../../i18n/translations'
+import PackBanner from './PackBanner.vue'
+
+const { pack, locale = 'en' } = defineProps<{
+  pack: Pack
+  locale?: Locale
+}>()
+
+const backHref =
+  locale === 'zh-CN' ? '/zh-CN/cloud/supported-nodes' : '/cloud/supported-nodes'
+
+const { groupedNodes } = useNodesByCategory(() => pack.nodes)
+</script>
+
+<template>
+  <article
+    class="px-6 pb-20 md:px-20 md:pb-28"
+    data-testid="cloud-node-pack-detail"
+  >
+    <div class="mx-auto flex w-full max-w-6xl flex-col gap-8">
+      <a
+        :href="backHref"
+        class="text-primary-comfy-yellow hover:text-primary-comfy-yellow/85 w-fit text-sm font-semibold underline"
+      >
+        {{ t('cloudNodes.detail.back', locale) }}
+      </a>
+
+      <div
+        class="bg-transparency-white-t5 border-primary-warm-gray/20 overflow-hidden rounded-3xl border"
+      >
+        <PackBanner
+          :banner-url="pack.bannerUrl"
+          :icon-url="pack.iconUrl"
+          :name="pack.displayName"
+        />
+
+        <div class="flex flex-col gap-7 p-5 md:p-6">
+          <header class="flex flex-col gap-2">
+            <h1
+              class="text-primary-comfy-canvas text-3xl/tight font-semibold md:text-4xl"
+            >
+              {{ pack.displayName }}
+            </h1>
+            <p
+              class="text-primary-warm-gray text-sm/relaxed md:text-base/relaxed"
+            >
+              {{
+                pack.description ||
+                t('cloudNodes.card.unavailableDescription', locale)
+              }}
+            </p>
+          </header>
+
+          <dl class="grid grid-cols-1 gap-4 text-sm md:grid-cols-2">
+            <div class="flex flex-col gap-1">
+              <dt class="text-primary-warm-gray">
+                {{ t('cloudNodes.card.viewRepo', locale) }}
+              </dt>
+              <dd>
+                <a
+                  v-if="pack.repoUrl"
+                  :href="pack.repoUrl"
+                  target="_blank"
+                  rel="noopener noreferrer"
+                  class="text-primary-comfy-yellow hover:text-primary-comfy-yellow/85 font-semibold underline"
+                >
+                  {{ pack.repoUrl }}
+                </a>
+                <span v-else class="text-primary-comfy-canvas">—</span>
+              </dd>
+            </div>
+
+            <div class="flex flex-col gap-1">
+              <dt class="text-primary-warm-gray">
+                {{ t('cloudNodes.detail.publisher', locale) }}
+              </dt>
+              <dd class="text-primary-comfy-canvas">
+                {{ pack.publisher?.name || pack.publisher?.id || '—' }}
+              </dd>
+            </div>
+
+            <div class="flex flex-col gap-1">
+              <dt class="text-primary-warm-gray">
+                {{ t('cloudNodes.detail.downloads', locale) }}
+              </dt>
+              <dd class="text-primary-comfy-canvas">
+                {{ formatLocalizedNumber(pack.downloads, locale) }}
+              </dd>
+            </div>
+
+            <div class="flex flex-col gap-1">
+              <dt class="text-primary-warm-gray">
+                {{ t('cloudNodes.detail.stars', locale) }}
+              </dt>
+              <dd class="text-primary-comfy-canvas">
+                {{ formatLocalizedNumber(pack.githubStars, locale) }}
+              </dd>
+            </div>
+
+            <div class="flex flex-col gap-1">
+              <dt class="text-primary-warm-gray">
+                {{ t('cloudNodes.detail.latestVersion', locale) }}
+              </dt>
+              <dd class="text-primary-comfy-canvas">
+                {{ pack.latestVersion || '—' }}
+              </dd>
+            </div>
+
+            <div class="flex flex-col gap-1">
+              <dt class="text-primary-warm-gray">
+                {{ t('cloudNodes.detail.license', locale) }}
+              </dt>
+              <dd class="text-primary-comfy-canvas">
+                {{ pack.license || '—' }}
+              </dd>
+            </div>
+
+            <div class="flex flex-col gap-1">
+              <dt class="text-primary-warm-gray">
+                {{ t('cloudNodes.detail.lastUpdated', locale) }}
+              </dt>
+              <dd class="text-primary-comfy-canvas">
+                {{ formatLocalizedMediumDate(pack.lastUpdated, locale) }}
+              </dd>
+            </div>
+          </dl>
+
+          <section class="flex flex-col gap-4">
+            <h2
+              class="text-primary-comfy-canvas text-xl font-semibold md:text-2xl"
+            >
+              {{ t('cloudNodes.detail.nodesHeading', locale) }}
+            </h2>
+
+            <section
+              v-for="group in groupedNodes"
+              :key="group.category"
+              class="border-primary-warm-gray/20 rounded-2xl border p-4"
+            >
+              <h3 class="text-primary-comfy-canvas text-base font-semibold">
+                {{ group.category }}
+              </h3>
+              <ul class="mt-3 flex flex-col gap-3">
+                <li
+                  v-for="node in group.nodes"
+                  :key="node.name"
+                  class="border-primary-warm-gray/20 rounded-xl border p-3"
+                  data-testid="cloud-node-pack-detail-node"
+                >
+                  <div class="flex flex-wrap items-center gap-2">
+                    <span
+                      class="text-primary-comfy-canvas text-sm font-semibold"
+                    >
+                      {{ node.displayName }}
+                    </span>
+                    <span
+                      v-if="node.experimental"
+                      :class="
+                        cn(
+                          'bg-primary-comfy-yellow/20 text-primary-comfy-canvas rounded-full px-2 py-0.5 text-xs font-semibold'
+                        )
+                      "
+                    >
+                      {{ t('cloudNodes.detail.experimental', locale) }}
+                    </span>
+                    <span
+                      v-if="node.deprecated"
+                      :class="
+                        cn(
+                          'text-primary-comfy-canvas rounded-full bg-red-500/15 px-2 py-0.5 text-xs font-semibold'
+                        )
+                      "
+                    >
+                      {{ t('cloudNodes.detail.deprecated', locale) }}
+                    </span>
+                  </div>
+                  <p
+                    v-if="node.description"
+                    class="text-primary-warm-gray mt-2 text-sm/relaxed"
+                  >
+                    {{ node.description }}
+                  </p>
+                </li>
+              </ul>
+            </section>
+          </section>
+        </div>
+      </div>
+    </div>
+  </article>
+</template>

apps/website/src/components/cloud-nodes/PackGridSection.vue

@@ -0,0 +1,113 @@
+<script setup lang="ts">
+import { ref } from 'vue'
+
+import { cn } from '@comfyorg/tailwind-utils'
+
+import type { Pack } from '../../data/cloudNodes'
+import type { Locale } from '../../i18n/translations'
+
+import { useFilteredPacks } from '../../composables/useFilteredPacks'
+import type { PackSortMode } from '../../composables/useFilteredPacks'
+import { t } from '../../i18n/translations'
+import SectionLabel from '../common/SectionLabel.vue'
+import PackCard from './PackCard.vue'
+
+const { locale = 'en', packs } = defineProps<{
+  locale?: Locale
+  packs: readonly Pack[]
+}>()
+
+const query = defineModel<string>('query', { default: '' })
+const sortMode = ref<PackSortMode>('downloads')
+
+const { filteredPacks } = useFilteredPacks({
+  packs: () => packs,
+  query,
+  sortMode
+})
+</script>
+
+<template>
+  <section class="px-6 pb-20 md:px-20 md:pb-32">
+    <div class="mx-auto flex w-full max-w-6xl flex-col gap-8">
+      <div class="flex flex-col gap-3">
+        <SectionLabel>
+          {{ t('cloudNodes.hero.label', locale) }}
+        </SectionLabel>
+        <h2
+          class="text-primary-comfy-canvas text-3xl/tight font-medium md:text-4xl"
+        >
+          {{ t('cloudNodes.section.heading', locale) }}
+        </h2>
+      </div>
+
+      <div
+        class="flex flex-col gap-4 md:flex-row md:items-center md:justify-between"
+      >
+        <label for="cloud-nodes-search" class="sr-only">
+          {{ t('cloudNodes.search.label', locale) }}
+        </label>
+        <input
+          id="cloud-nodes-search"
+          v-model="query"
+          :placeholder="t('cloudNodes.search.placeholder', locale)"
+          :class="
+            cn(
+              'bg-transparency-white-t5 border-primary-warm-gray/30 text-primary-comfy-canvas placeholder:text-primary-warm-gray/80 w-full rounded-2xl border px-4 py-3 text-sm md:max-w-md'
+            )
+          "
+          data-testid="cloud-nodes-search"
+        />
+
+        <label for="cloud-nodes-sort" class="sr-only">
+          {{ t('cloudNodes.sort.label', locale) }}
+        </label>
+        <select
+          id="cloud-nodes-sort"
+          v-model="sortMode"
+          class="bg-transparency-white-t5 border-primary-warm-gray/30 text-primary-comfy-canvas w-full appearance-none rounded-2xl border bg-size-[0.65rem_0.65rem] bg-position-[right_1rem_center] bg-no-repeat py-3 pr-12 pl-4 text-sm md:w-64"
+          :style="{
+            backgroundImage:
+              'url(\'data:image/svg+xml;utf8,<svg xmlns=%22http://www.w3.org/2000/svg%22 viewBox=%220 0 12 12%22 fill=%22%23a39b8d%22><path d=%22M6 9.2L1.4 4.6 2.8 3.2 6 6.4l3.2-3.2 1.4 1.4z%22/></svg>\')'
+          }"
+        >
+          <option value="downloads">
+            {{ t('cloudNodes.sort.downloads', locale) }}
+          </option>
+          <option value="mostNodes">
+            {{ t('cloudNodes.sort.mostNodes', locale) }}
+          </option>
+          <option value="az">{{ t('cloudNodes.sort.az', locale) }}</option>
+          <option value="recentlyUpdated">
+            {{ t('cloudNodes.sort.recentlyUpdated', locale) }}
+          </option>
+        </select>
+      </div>
+
+      <p
+        v-if="filteredPacks.length === 0"
+        class="text-primary-warm-gray rounded-2xl border border-dashed border-current/30 px-5 py-6 text-sm"
+      >
+        <span class="text-primary-comfy-canvas block text-base font-semibold">
+          {{ t('cloudNodes.empty.heading', locale) }}
+        </span>
+        <span class="mt-2 block">{{ t('cloudNodes.empty.body', locale) }}</span>
+      </p>
+
+      <div
+        v-else
+        class="grid grid-cols-1 gap-5 md:grid-cols-2"
+        role="list"
+        :aria-label="t('cloudNodes.list.ariaLabel', locale)"
+      >
+        <PackCard
+          v-for="pack in filteredPacks"
+          :key="pack.id"
+          :pack="pack"
+          :locale="locale"
+          role="listitem"
+        />
+      </div>
+    </div>
+  </section>
+</template>

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

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

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

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

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

@@ -26,7 +26,7 @@ const {
     <img
       src="/icons/node-left.svg"
       alt=""
-      class="-mx-px self-stretch"
+      class="-mx-px h-full w-auto self-stretch"
       aria-hidden="true"
     />
 
@@ -38,7 +38,7 @@ const {
         v-if="i > 0"
         src="/icons/node-union.svg"
         alt=""
-        class="-mx-px self-stretch"
+        class="-mx-px h-full w-auto self-stretch"
         aria-hidden="true"
       />
       <span
@@ -72,7 +72,7 @@ const {
     <img
       src="/icons/node-right.svg"
       alt=""
-      class="-mx-px self-stretch"
+      class="-mx-px h-full w-auto self-stretch"
       aria-hidden="true"
     />
   </div>

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

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

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

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

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

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

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

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

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

@@ -1,24 +1,31 @@
 <script setup lang="ts">
+import { ref } from 'vue'
+
 import type { Locale } from '../../i18n/translations'
 import { externalLinks } from '../../config/routes'
+import { useHeroLogo } from '../../composables/useHeroLogo'
 import { t } from '../../i18n/translations'
 import BrandButton from '../common/BrandButton.vue'
 
 const { locale = 'en' } = defineProps<{ locale?: Locale }>()
+
+const logoContainer = ref<HTMLElement>()
+const { loaded: logoLoaded } = useHeroLogo(logoContainer)
 </script>
 
 <template>
   <section
     class="relative flex min-h-auto flex-col lg:flex-row lg:items-center"
   >
-    <div class="relative flex-1">
-      <video
-        src="https://media.comfy.org/website/homepage/hero-logo-seq.webm"
-        autoplay
-        loop
-        muted
-        playsinline
-        class="w-full"
+    <div
+      ref="logoContainer"
+      class="relative flex aspect-square w-full flex-1 items-center justify-center"
+    >
+      <img
+        v-show="!logoLoaded"
+        src="https://media.comfy.org/website/homepage/hero-logo-seq/Logo00.webp"
+        alt="Comfy logo"
+        class="w-3/5"
       />
     </div>
 

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

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

apps/website/src/components/models/ModelHeroSection.vue

@@ -0,0 +1,137 @@
+<script setup lang="ts">
+import { cn } from '@comfyorg/tailwind-utils'
+import BrandButton from '../common/BrandButton.vue'
+import { t } from '../../i18n/translations'
+
+const {
+  displayName,
+  huggingFaceUrl,
+  docsUrl,
+  blogUrl,
+  hubSlug,
+  workflowCount,
+  directory
+} = defineProps<{
+  displayName: string
+  huggingFaceUrl: string
+  docsUrl?: string
+  blogUrl?: string
+  hubSlug?: string
+  workflowCount: number
+  directory: string
+}>()
+
+const workflowsUrl = hubSlug
+  ? `https://www.comfy.org/workflows/model/${hubSlug}`
+  : null
+
+const dirDisplayMap: Record<string, string> = {
+  diffusion_models: 'Diffusion Model',
+  checkpoints: 'Checkpoint',
+  loras: 'LoRA',
+  controlnet: 'ControlNet',
+  clip_vision: 'CLIP Vision',
+  model_patches: 'Model Patch',
+  vae: 'VAE',
+  text_encoders: 'Text Encoder',
+  audio_encoders: 'Audio Encoder',
+  latent_upscale_models: 'Latent Upscale Model',
+  upscale_models: 'Upscale Model',
+  style_models: 'Style Model',
+  partner_nodes: 'Partner Node'
+}
+
+const eyebrow = dirDisplayMap[directory] ?? directory
+const isPartnerNode = directory === 'partner_nodes'
+</script>
+
+<template>
+  <section
+    :class="
+      cn(
+        'mx-auto flex max-w-7xl flex-col gap-8 px-6 py-16',
+        'lg:flex-row lg:items-center lg:gap-16 lg:px-8 lg:py-24'
+      )
+    "
+  >
+    <div class="flex max-w-2xl flex-1 flex-col gap-6">
+      <p
+        class="text-sm font-medium uppercase tracking-widest text-primary-comfy-yellow"
+      >
+        {{ eyebrow }}
+      </p>
+
+      <h1 class="text-4xl font-bold text-primary-comfy-canvas lg:text-6xl">
+        {{ displayName }} in ComfyUI
+      </h1>
+
+      <p class="text-sm text-primary-comfy-canvas/60">
+        {{
+          t('models.hero.workflowCount').replace(
+            '{count}',
+            String(workflowCount)
+          )
+        }}
+      </p>
+
+      <div class="flex flex-col gap-3 sm:flex-row">
+        <BrandButton
+          v-if="workflowsUrl"
+          :href="workflowsUrl"
+          variant="solid"
+          size="lg"
+          class="w-full uppercase sm:w-auto sm:min-w-48"
+        >
+          {{ t('models.hero.primaryCta') }}
+        </BrandButton>
+
+        <BrandButton
+          v-if="!isPartnerNode && huggingFaceUrl"
+          :href="huggingFaceUrl"
+          target="_blank"
+          rel="noopener noreferrer"
+          :variant="workflowsUrl ? 'outline' : 'solid'"
+          size="lg"
+          class="w-full uppercase sm:w-auto sm:min-w-48"
+        >
+          {{ t('models.hero.secondaryCta') }}
+        </BrandButton>
+
+        <BrandButton
+          v-if="!workflowsUrl"
+          href="https://www.comfy.org/cloud"
+          target="_blank"
+          rel="noopener noreferrer"
+          :variant="huggingFaceUrl && !isPartnerNode ? 'outline' : 'solid'"
+          size="lg"
+          class="w-full uppercase sm:w-auto sm:min-w-48"
+        >
+          {{ t('models.hero.cloudCta') }}
+        </BrandButton>
+
+        <BrandButton
+          v-if="docsUrl"
+          :href="docsUrl"
+          target="_blank"
+          rel="noopener noreferrer"
+          variant="outline"
+          size="lg"
+          class="w-full uppercase sm:w-auto sm:min-w-48"
+        >
+          {{ t('models.hero.tutorialCta') }}
+        </BrandButton>
+      </div>
+
+      <div v-if="blogUrl" class="text-sm text-primary-comfy-canvas/60">
+        <a
+          :href="blogUrl"
+          target="_blank"
+          rel="noopener noreferrer"
+          class="hover:text-primary-comfy-canvas underline"
+        >
+          {{ t('models.hero.blogLink') }}
+        </a>
+      </div>
+    </div>
+  </section>
+</template>

apps/website/src/components/pricing/PriceSection.vue

@@ -77,7 +77,10 @@ const plans: PricingPlan[] = [
     ctaKey: 'pricing.plan.creator.cta',
     ctaHref: subscribeUrl('creator'),
     featureIntroKey: 'pricing.plan.creator.featureIntro',
-    features: [{ text: 'pricing.plan.creator.feature1' }],
+    features: [
+      { text: 'pricing.plan.creator.feature1' },
+      { text: 'pricing.plan.creator.feature2' }
+    ],
     isPopular: true
   },
   {
@@ -90,7 +93,10 @@ const plans: PricingPlan[] = [
     ctaKey: 'pricing.plan.pro.cta',
     ctaHref: subscribeUrl('pro'),
     featureIntroKey: 'pricing.plan.pro.featureIntro',
-    features: [{ text: 'pricing.plan.pro.feature1' }]
+    features: [
+      { text: 'pricing.plan.pro.feature1' },
+      { text: 'pricing.plan.pro.feature2' }
+    ]
   },
   {
     id: 'enterprise',

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

@@ -35,20 +35,20 @@ onMounted(() => {
 
 <template>
   <section
-    class="max-w-9xl relative mx-auto flex flex-col items-center overflow-hidden lg:flex-row-reverse lg:items-center lg:overflow-x-visible lg:overflow-y-clip lg:pb-[min(8vw,10rem)]"
+    class="max-w-9xl relative mx-auto flex flex-col items-center overflow-hidden pt-16 lg:flex-row-reverse lg:items-center lg:overflow-x-visible lg:overflow-y-clip lg:pt-[min(8vw,10rem)] lg:pb-[min(8vw,10rem)]"
   >
     <!-- Illustration (overlaps text slightly; stacks above on mobile, right on lg) -->
     <div
-      class="aspect-square w-4/5 max-w-md scale-150 self-center md:max-w-2xl lg:pointer-events-none lg:z-1 lg:-ml-12 lg:-translate-x-[10%] lg:translate-y-[40px] lg:self-center xl:size-[clamp(32rem,max(40vh,32vw),36rem)] xl:min-h-[min(32vw,24rem)] xl:min-w-[min(24vw,20rem)]"
+      class="aspect-square w-4/5 max-w-md scale-150 self-center md:max-w-2xl lg:pointer-events-none lg:z-1 lg:-ml-12 lg:-translate-x-[10%] lg:self-center xl:size-[clamp(32rem,max(40vh,32vw),36rem)] xl:min-h-[min(32vw,24rem)] xl:min-w-[min(24vw,20rem)]"
     >
       <svg
         ref="svgRef"
-        class="block size-full"
+        class="block size-full overflow-visible"
         viewBox="0 0 1600 1046"
         fill="none"
         aria-hidden="true"
       >
-        <g clip-path="url(#enterpriseHeroClip)">
+        <g>
           <rect width="1600" height="1046" fill="#211927" />
           <rect
             width="800"
@@ -84,7 +84,7 @@ onMounted(() => {
           />
 
           <!-- Exploding block cluster -->
-          <g class="block-cluster">
+          <g class="block-cluster" clip-path="url(#enterpriseHeroBlockClip)">
             <path
               class="block-piece"
               d="M1018.44 635.715L1018.45 581.73C1018.46 574.554 1013.42 565.829 1007.21 562.242L960.479 535.262C956.544 532.99 949.469 533.096 945.535 535.368L898.79 562.373C892.576 565.963 887.537 574.691 887.535 581.867L887.52 635.852C887.519 640.395 890.967 646.574 894.902 648.845L941.632 675.825C947.845 679.412 957.918 679.409 964.132 675.819L1010.88 648.815C1014.82 646.538 1018.44 640.267 1018.44 635.715Z"
@@ -353,7 +353,7 @@ onMounted(() => {
             <stop stop-color="#211927" stop-opacity="0" />
             <stop offset="1" stop-color="#211927" />
           </linearGradient>
-          <clipPath id="enterpriseHeroClip">
+          <clipPath id="enterpriseHeroBlockClip">
             <rect width="1600" height="1046" fill="white" />
           </clipPath>
         </defs>

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

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

apps/website/src/components/product/shared/CloudBannerSection.vue

@@ -8,7 +8,9 @@ const { locale = 'en' } = defineProps<{ locale?: Locale }>()
 </script>
 
 <template>
-  <section class="bg-transparency-white-t4 p-4 text-center lg:px-20 lg:py-8">
+  <section
+    class="bg-transparency-white-t4 relative z-20 p-4 text-center lg:px-20 lg:py-8"
+  >
     <p
       class="text-primary-comfy-canvas relative z-10 text-lg font-semibold lg:text-sm lg:font-normal"
     >

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

@@ -0,0 +1,52 @@
+import { describe, expect, it } from 'vitest'
+import { ref } from 'vue'
+
+import { useBannerImage } from './useBannerImage'
+
+describe('useBannerImage', () => {
+  it('shows the default banner when neither url is provided', () => {
+    const { showDefaultBanner, imgSrc } = useBannerImage({})
+    expect(showDefaultBanner.value).toBe(true)
+    expect(imgSrc.value).toBeUndefined()
+  })
+
+  it('prefers bannerUrl over iconUrl when both are provided', () => {
+    const { showDefaultBanner, imgSrc } = useBannerImage({
+      bannerUrl: 'https://example.com/banner.png',
+      iconUrl: 'https://example.com/icon.png'
+    })
+    expect(showDefaultBanner.value).toBe(false)
+    expect(imgSrc.value).toBe('https://example.com/banner.png')
+  })
+
+  it('falls back to iconUrl when bannerUrl is missing', () => {
+    const { imgSrc } = useBannerImage({
+      iconUrl: 'https://example.com/icon.png'
+    })
+    expect(imgSrc.value).toBe('https://example.com/icon.png')
+  })
+
+  it('reactively updates when sources change', () => {
+    const banner = ref<string | undefined>(undefined)
+    const { showDefaultBanner, imgSrc } = useBannerImage({ bannerUrl: banner })
+
+    expect(showDefaultBanner.value).toBe(true)
+    banner.value = 'https://example.com/new.png'
+    expect(showDefaultBanner.value).toBe(false)
+    expect(imgSrc.value).toBe('https://example.com/new.png')
+  })
+
+  it('flips isImageError when onImageError is called', () => {
+    const { isImageError, onImageError } = useBannerImage({
+      bannerUrl: 'x'
+    })
+    expect(isImageError.value).toBe(false)
+    onImageError()
+    expect(isImageError.value).toBe(true)
+  })
+
+  it('exposes the default banner constant for consumers', () => {
+    const { DEFAULT_BANNER } = useBannerImage({})
+    expect(DEFAULT_BANNER).toBe('/assets/images/fallback-gradient-avatar.svg')
+  })
+})

apps/website/src/composables/useBannerImage.ts

@@ -0,0 +1,30 @@
+import { computed, ref, toValue } from 'vue'
+import type { MaybeRefOrGetter } from 'vue'
+
+const DEFAULT_BANNER = '/assets/images/fallback-gradient-avatar.svg'
+
+interface UseBannerImageInput {
+  bannerUrl?: MaybeRefOrGetter<string | undefined>
+  iconUrl?: MaybeRefOrGetter<string | undefined>
+}
+
+export function useBannerImage({ bannerUrl, iconUrl }: UseBannerImageInput) {
+  const isImageError = ref(false)
+
+  const showDefaultBanner = computed(
+    () => !toValue(bannerUrl) && !toValue(iconUrl)
+  )
+  const imgSrc = computed(() => toValue(bannerUrl) || toValue(iconUrl))
+
+  function onImageError() {
+    isImageError.value = true
+  }
+
+  return {
+    DEFAULT_BANNER,
+    isImageError,
+    showDefaultBanner,
+    imgSrc,
+    onImageError
+  }
+}

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

@@ -0,0 +1,144 @@
+import { describe, expect, it } from 'vitest'
+import { ref } from 'vue'
+
+import type { Pack, PackNode } from '../data/cloudNodes'
+
+import { useFilteredPacks } from './useFilteredPacks'
+import type { PackSortMode } from './useFilteredPacks'
+
+function pack(overrides: Partial<Pack> = {}): Pack {
+  return {
+    id: overrides.id ?? 'pack',
+    displayName: overrides.displayName ?? 'Pack',
+    nodes: overrides.nodes ?? [],
+    downloads: overrides.downloads,
+    lastUpdated: overrides.lastUpdated,
+    ...overrides
+  }
+}
+
+function node(name: string, displayName: string): PackNode {
+  return { name, displayName, category: 'x' }
+}
+
+describe('useFilteredPacks', () => {
+  const packs: readonly Pack[] = [
+    pack({
+      id: 'a',
+      displayName: 'Alpha',
+      downloads: 100,
+      lastUpdated: '2025-01-01T00:00:00Z',
+      nodes: [node('aa', 'Aardvark')]
+    }),
+    pack({
+      id: 'b',
+      displayName: 'Beta',
+      downloads: 300,
+      lastUpdated: '2025-06-01T00:00:00Z',
+      nodes: [node('bb', 'Beaver'), node('bb2', 'Bumblebee')]
+    }),
+    pack({
+      id: 'c',
+      displayName: 'Gamma',
+      downloads: 200,
+      lastUpdated: '2025-03-01T00:00:00Z',
+      nodes: [
+        node('cc', 'Cat'),
+        node('cc2', 'Crocodile'),
+        node('cc3', 'Capybara')
+      ]
+    })
+  ]
+
+  it('sorts by downloads desc by default', () => {
+    const { filteredPacks } = useFilteredPacks({
+      packs,
+      query: '',
+      sortMode: 'downloads' as PackSortMode
+    })
+    expect(filteredPacks.value.map((p) => p.id)).toEqual(['b', 'c', 'a'])
+  })
+
+  it('sorts most-nodes places highest count first', () => {
+    const { filteredPacks } = useFilteredPacks({
+      packs,
+      query: '',
+      sortMode: 'mostNodes' as PackSortMode
+    })
+    expect(filteredPacks.value.map((p) => p.id)).toEqual(['c', 'b', 'a'])
+  })
+
+  it('sorts A → Z by display name', () => {
+    const { filteredPacks } = useFilteredPacks({
+      packs,
+      query: '',
+      sortMode: 'az' as PackSortMode
+    })
+    expect(filteredPacks.value.map((p) => p.displayName)).toEqual([
+      'Alpha',
+      'Beta',
+      'Gamma'
+    ])
+  })
+
+  it('sorts recently updated newest first', () => {
+    const { filteredPacks } = useFilteredPacks({
+      packs,
+      query: '',
+      sortMode: 'recentlyUpdated' as PackSortMode
+    })
+    expect(filteredPacks.value.map((p) => p.id)).toEqual(['b', 'c', 'a'])
+  })
+
+  it('treats invalid lastUpdated as 0', () => {
+    const broken = [
+      pack({ id: 'x', lastUpdated: 'nonsense' }),
+      pack({ id: 'y', lastUpdated: '2025-01-01T00:00:00Z' })
+    ]
+    const { filteredPacks } = useFilteredPacks({
+      packs: broken,
+      query: '',
+      sortMode: 'recentlyUpdated' as PackSortMode
+    })
+    expect(filteredPacks.value[0].id).toBe('y')
+  })
+
+  it('matches the search query against pack display names', () => {
+    const { filteredPacks } = useFilteredPacks({
+      packs,
+      query: 'beta',
+      sortMode: 'az' as PackSortMode
+    })
+    expect(filteredPacks.value.map((p) => p.id)).toEqual(['b'])
+  })
+
+  it('matches the search query against node display names', () => {
+    const { filteredPacks } = useFilteredPacks({
+      packs,
+      query: 'CAPYBARA',
+      sortMode: 'az' as PackSortMode
+    })
+    expect(filteredPacks.value.map((p) => p.id)).toEqual(['c'])
+  })
+
+  it('returns empty when nothing matches', () => {
+    const { filteredPacks } = useFilteredPacks({
+      packs,
+      query: 'zzz-no-such-thing',
+      sortMode: 'az' as PackSortMode
+    })
+    expect(filteredPacks.value).toHaveLength(0)
+  })
+
+  it('reacts when the query ref changes', () => {
+    const query = ref('beta')
+    const { filteredPacks } = useFilteredPacks({
+      packs,
+      query,
+      sortMode: 'az' as PackSortMode
+    })
+    expect(filteredPacks.value).toHaveLength(1)
+    query.value = ''
+    expect(filteredPacks.value).toHaveLength(3)
+  })
+})

apps/website/src/composables/useFilteredPacks.ts

@@ -0,0 +1,53 @@
+import { computed, toValue } from 'vue'
+import type { MaybeRefOrGetter } from 'vue'
+
+import type { Pack } from '../data/cloudNodes'
+
+export type PackSortMode = 'downloads' | 'mostNodes' | 'az' | 'recentlyUpdated'
+
+interface UseFilteredPacksInput {
+  packs: MaybeRefOrGetter<readonly Pack[]>
+  query: MaybeRefOrGetter<string>
+  sortMode: MaybeRefOrGetter<PackSortMode>
+}
+
+function matchesQuery(pack: Pack, normalizedQuery: string): boolean {
+  if (pack.displayName.toLowerCase().includes(normalizedQuery)) return true
+  return pack.nodes.some((node) =>
+    node.displayName.toLowerCase().includes(normalizedQuery)
+  )
+}
+
+function safeTimestamp(value: string | undefined): number {
+  if (!value) return 0
+  const ts = Date.parse(value)
+  return Number.isNaN(ts) ? 0 : ts
+}
+
+export function useFilteredPacks(input: UseFilteredPacksInput) {
+  const filteredPacks = computed<Pack[]>(() => {
+    const allPacks = toValue(input.packs)
+    const normalizedQuery = toValue(input.query).trim().toLowerCase()
+
+    const matching =
+      normalizedQuery.length === 0
+        ? [...allPacks]
+        : allPacks.filter((pack) => matchesQuery(pack, normalizedQuery))
+
+    const mode = toValue(input.sortMode)
+    if (mode === 'az') {
+      return matching.sort((a, b) => a.displayName.localeCompare(b.displayName))
+    }
+    if (mode === 'recentlyUpdated') {
+      return matching.sort(
+        (a, b) => safeTimestamp(b.lastUpdated) - safeTimestamp(a.lastUpdated)
+      )
+    }
+    if (mode === 'mostNodes') {
+      return matching.sort((a, b) => b.nodes.length - a.nodes.length)
+    }
+    return matching.sort((a, b) => (b.downloads ?? 0) - (a.downloads ?? 0))
+  })
+
+  return { filteredPacks }
+}

apps/website/src/composables/useHeroLogo.ts

@@ -0,0 +1,328 @@
+import type { Ref } from 'vue'
+import { onMounted, onUnmounted, ref } from 'vue'
+
+import * as THREE from 'three'
+import { SVGLoader } from 'three/addons/loaders/SVGLoader.js'
+
+import { prefersReducedMotion } from './useReducedMotion'
+
+const IMAGE_COUNT = 16
+const BASE_URL = 'https://media.comfy.org/website/homepage/hero-logo-seq'
+
+const SVG_MARKUP = `<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 375 404"><path fill="#000000" d="M296.597 302.576C297.299 300.205 297.682 297.705 297.682 295.078C297.682 280.529 285.938 268.736 271.45 268.736H153.883C147.564 268.8 142.395 263.673 142.395 257.328C142.395 256.174 142.586 255.084 142.841 254.059L174.499 143.309C175.839 138.438 180.307 134.849 185.541 134.849L303.554 134.72C328.446 134.72 349.444 117.864 355.763 94.8555L373.506 33.1353C374.081 30.9562 374.4 28.5848 374.4 26.2134C374.4 11.7288 362.72 0 348.295 0H205.518C180.754 0 159.819 16.7279 153.373 39.4804L141.373 81.5886C139.969 86.3954 135.565 89.9205 130.332 89.9205H96.0573C71.4845 89.9205 50.7412 106.328 44.1034 128.824L0.957382 280.144C0.319127 282.387 0 284.823 0 287.258C0 301.807 11.7439 313.6 26.2323 313.6H59.9321C66.2508 313.6 71.4207 318.727 71.4207 325.137C71.4207 326.226 71.293 327.316 70.9739 328.341L59.0385 370.065C58.4641 372.308 58.0811 374.615 58.0811 376.987C58.0811 391.471 69.7612 403.2 84.1857 403.2L227.027 403.072C251.855 403.072 272.79 386.28 279.172 363.399L296.533 302.64L296.597 302.576Z"/></svg>`
+
+interface HeroLogoConfig {
+  speed: number
+  tiltX: number
+  tiltZ: number
+  zoom: number
+  fov: number
+  logoColor: string
+  extrudeDepth: number
+  cursorTiltStrength: number
+  bgScale: number
+  slideDuration: number
+}
+
+const DEFAULTS: HeroLogoConfig = {
+  speed: 1,
+  tiltX: -0.1,
+  tiltZ: -0.1,
+  zoom: 7,
+  fov: 50,
+  logoColor: '#F2FF59',
+  extrudeDepth: 200,
+  cursorTiltStrength: 0.5,
+  bgScale: 0.8,
+  slideDuration: 0.4
+}
+
+function buildImageUrls(): string[] {
+  return Array.from({ length: IMAGE_COUNT }, (_, i) => {
+    const index = String(i).padStart(5, '0')
+    return `${BASE_URL}/image_sequence_${index}.webp`
+  })
+}
+
+function parseShapes(): THREE.Shape[] {
+  const loader = new SVGLoader()
+  const svgData = loader.parse(SVG_MARKUP)
+  const shapes: THREE.Shape[] = []
+  svgData.paths.forEach((path) => {
+    shapes.push(...SVGLoader.createShapes(path))
+  })
+  return shapes
+}
+
+function loadTextures(urls: string[]): Promise<THREE.Texture[]> {
+  return Promise.all(
+    urls.map(
+      (url) =>
+        new Promise<THREE.Texture | null>((resolve) => {
+          const img = new Image()
+          img.crossOrigin = 'anonymous'
+          img.onload = () => {
+            const tex = new THREE.Texture(img)
+            tex.needsUpdate = true
+            tex.colorSpace = THREE.SRGBColorSpace
+            resolve(tex)
+          }
+          img.onerror = () => resolve(null)
+          img.src = url
+        })
+    )
+  ).then((results) => results.filter((t): t is THREE.Texture => t !== null))
+}
+
+export function useHeroLogo(
+  containerRef: Ref<HTMLElement | undefined>,
+  config: Partial<HeroLogoConfig> = {}
+) {
+  const cfg = { ...DEFAULTS, ...config }
+  const loaded = ref(false)
+  let cleanup: (() => void) | undefined
+
+  onMounted(async () => {
+    try {
+      const container = containerRef.value
+      if (!container || prefersReducedMotion()) return
+
+      const { width, height } = container.getBoundingClientRect()
+
+      const renderer = new THREE.WebGLRenderer({
+        antialias: true,
+        stencil: true,
+        alpha: true
+      })
+      renderer.setSize(width, height)
+      renderer.setPixelRatio(Math.min(window.devicePixelRatio, 2))
+      renderer.outputColorSpace = THREE.SRGBColorSpace
+      renderer.domElement.style.position = 'absolute'
+      renderer.domElement.style.inset = '0'
+      renderer.domElement.style.width = '100%'
+      renderer.domElement.style.height = '100%'
+      renderer.domElement.style.opacity = '0'
+      renderer.domElement.setAttribute('aria-hidden', 'true')
+      container.appendChild(renderer.domElement)
+
+      let disposed = false
+      const teardowns: Array<() => void> = []
+      cleanup = () => {
+        disposed = true
+        teardowns.forEach((fn) => fn())
+      }
+      teardowns.push(() => {
+        renderer.dispose()
+        renderer.domElement.remove()
+      })
+
+      const scene = new THREE.Scene()
+      const camera = new THREE.PerspectiveCamera(
+        cfg.fov,
+        width / height,
+        0.1,
+        1000
+      )
+      camera.position.z = cfg.zoom
+
+      // SVG shape
+      const shapes = parseShapes()
+      const tempGeo = new THREE.ShapeGeometry(shapes)
+      tempGeo.computeBoundingBox()
+      const bb = tempGeo.boundingBox!
+      const cx = (bb.max.x + bb.min.x) / 2
+      const cy = (bb.max.y + bb.min.y) / 2
+      const scaleFactor = 3 / (bb.max.y - bb.min.y)
+      tempGeo.dispose()
+
+      // Image sequence textures — load first frame eagerly, rest lazily
+      const urls = buildImageUrls()
+      const textures = await loadTextures(urls.slice(0, 1))
+      if (disposed) return
+
+      renderer.domElement.style.opacity = '1'
+      loaded.value = true
+
+      loadTextures(urls.slice(1)).then((rest) => {
+        if (!disposed) textures.push(...rest)
+      })
+
+      // Background plane (stencil read)
+      const bgPlaneGeo = new THREE.PlaneGeometry(14, 14)
+      const bgPlaneMat = new THREE.MeshBasicMaterial({
+        transparent: true,
+        opacity: 1,
+        map: textures[0] ?? null,
+        depthTest: false,
+        depthWrite: false,
+        stencilWrite: true,
+        stencilFunc: THREE.EqualStencilFunc,
+        stencilRef: 1,
+        stencilFail: THREE.KeepStencilOp,
+        stencilZFail: THREE.KeepStencilOp,
+        stencilZPass: THREE.KeepStencilOp
+      })
+      const bgPlane = new THREE.Mesh(bgPlaneGeo, bgPlaneMat)
+      bgPlane.renderOrder = 1
+      bgPlane.scale.set(cfg.bgScale, cfg.bgScale, 1)
+      scene.add(bgPlane)
+
+      // Logo group
+      const group = new THREE.Group()
+      scene.add(group)
+
+      const s = scaleFactor
+      const depth = cfg.extrudeDepth
+
+      // Front face
+      const shapeGeo = new THREE.ShapeGeometry(shapes)
+      shapeGeo.translate(-cx, -cy, 0)
+      shapeGeo.scale(s, -s, s)
+      const shapeMat = new THREE.MeshBasicMaterial({
+        color: cfg.logoColor,
+        side: THREE.DoubleSide,
+        depthTest: false,
+        depthWrite: false,
+        transparent: true
+      })
+      const logoMesh = new THREE.Mesh(shapeGeo, shapeMat)
+      logoMesh.renderOrder = 2
+      group.add(logoMesh)
+
+      // Extrusion stencil mask
+      const extrudeGeo = new THREE.ExtrudeGeometry(shapes, {
+        depth,
+        bevelEnabled: false
+      })
+      extrudeGeo.translate(-cx, -cy, -depth)
+      extrudeGeo.scale(s, -s, s)
+      const extrudeMat = new THREE.MeshBasicMaterial({
+        colorWrite: false,
+        depthWrite: true,
+        depthTest: true,
+        stencilWrite: true,
+        stencilRef: 1,
+        stencilFunc: THREE.AlwaysStencilFunc,
+        stencilZPass: THREE.ReplaceStencilOp,
+        stencilFail: THREE.KeepStencilOp,
+        stencilZFail: THREE.KeepStencilOp,
+        side: THREE.DoubleSide
+      })
+      const extrudeMesh = new THREE.Mesh(extrudeGeo, extrudeMat)
+      extrudeMesh.renderOrder = 0
+      group.add(extrudeMesh)
+
+      // Interaction
+      let isDragging = false
+      let previousX = 0
+      let dragVelocity = 0
+      let currentTiltX = 0
+      let currentTiltY = 0
+      let pointerX = 0
+      let pointerY = 0
+      let rotationT = 0
+      let currentSlide = 0
+      let slideTimer = 0
+      let animationId = 0
+
+      function onMouseMove(e: MouseEvent) {
+        pointerX = (e.clientX / window.innerWidth) * 2 - 1
+        pointerY = (e.clientY / window.innerHeight) * 2 - 1
+      }
+
+      function onPointerDown(e: PointerEvent) {
+        isDragging = true
+        dragVelocity = 0
+        previousX = e.clientX
+      }
+
+      function onPointerMove(e: PointerEvent) {
+        if (!isDragging) return
+        dragVelocity = (e.clientX - previousX) * 0.005
+        rotationT += dragVelocity
+        previousX = e.clientX
+      }
+
+      function onPointerUp() {
+        isDragging = false
+      }
+
+      function onResize() {
+        const rect = container!.getBoundingClientRect()
+        camera.aspect = rect.width / rect.height
+        camera.updateProjectionMatrix()
+        renderer.setSize(rect.width, rect.height)
+      }
+
+      window.addEventListener('mousemove', onMouseMove)
+      renderer.domElement.addEventListener('pointerdown', onPointerDown)
+      window.addEventListener('pointermove', onPointerMove)
+      window.addEventListener('pointerup', onPointerUp)
+      window.addEventListener('resize', onResize)
+
+      const clock = new THREE.Clock()
+
+      function animate() {
+        if (disposed) return
+        animationId = requestAnimationFrame(animate)
+        const dt = clock.getDelta()
+
+        if (!isDragging && Math.abs(dragVelocity) > 0.0001) {
+          dragVelocity *= 0.95
+          rotationT += dragVelocity
+        } else if (!isDragging) {
+          dragVelocity = 0
+        }
+
+        rotationT += cfg.speed * dt
+
+        currentTiltX += (pointerY - currentTiltX) * 0.08
+        currentTiltY += (pointerX - currentTiltY) * 0.08
+
+        group.rotation.y = rotationT % (Math.PI * 2)
+        group.rotation.x = cfg.tiltX - currentTiltX * cfg.cursorTiltStrength
+        group.rotation.z = cfg.tiltZ
+
+        if (textures.length > 1) {
+          slideTimer += dt
+          if (slideTimer >= cfg.slideDuration) {
+            slideTimer = 0
+            currentSlide = (currentSlide + 1) % textures.length
+            bgPlaneMat.map = textures[currentSlide]
+            bgPlaneMat.needsUpdate = true
+          }
+        }
+
+        renderer.render(scene, camera)
+      }
+
+      animate()
+
+      teardowns.push(
+        () => cancelAnimationFrame(animationId),
+        () => window.removeEventListener('mousemove', onMouseMove),
+        () =>
+          renderer.domElement.removeEventListener('pointerdown', onPointerDown),
+        () => window.removeEventListener('pointermove', onPointerMove),
+        () => window.removeEventListener('pointerup', onPointerUp),
+        () => window.removeEventListener('resize', onResize),
+        () => bgPlaneGeo.dispose(),
+        () => bgPlaneMat.dispose(),
+        () => shapeGeo.dispose(),
+        () => shapeMat.dispose(),
+        () => extrudeGeo.dispose(),
+        () => extrudeMat.dispose(),
+        () => textures.forEach((tex) => tex.dispose())
+      )
+    } catch (err) {
+      console.error('[useHeroLogo] initialization failed:', err)
+      cleanup?.()
+    }
+  })
+
+  onUnmounted(() => {
+    cleanup?.()
+  })
+
+  return { loaded }
+}

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

@@ -0,0 +1,68 @@
+import { describe, expect, it } from 'vitest'
+import { ref } from 'vue'
+
+import type { PackNode } from '../data/cloudNodes'
+
+import { useNodesByCategory } from './useNodesByCategory'
+
+function node(name: string, displayName: string, category: string): PackNode {
+  return { name, displayName, category }
+}
+
+describe('useNodesByCategory', () => {
+  it('groups nodes by category', () => {
+    const { groupedNodes } = useNodesByCategory(() => [
+      node('A', 'A', 'cat-1'),
+      node('B', 'B', 'cat-2'),
+      node('C', 'C', 'cat-1')
+    ])
+    expect(groupedNodes.value).toHaveLength(2)
+    expect(groupedNodes.value[0]).toMatchObject({
+      category: 'cat-1',
+      nodes: [
+        expect.objectContaining({ name: 'A' }),
+        expect.objectContaining({ name: 'C' })
+      ]
+    })
+  })
+
+  it('sorts nodes alphabetically by display name within a category', () => {
+    const { groupedNodes } = useNodesByCategory(() => [
+      node('z', 'Zulu', 'x'),
+      node('a', 'Alpha', 'x'),
+      node('m', 'Mike', 'x')
+    ])
+    expect(groupedNodes.value[0].nodes.map((n) => n.displayName)).toEqual([
+      'Alpha',
+      'Mike',
+      'Zulu'
+    ])
+  })
+
+  it('sorts categories alphabetically', () => {
+    const { groupedNodes } = useNodesByCategory(() => [
+      node('a', 'A', 'beta'),
+      node('b', 'B', 'alpha'),
+      node('c', 'C', 'gamma')
+    ])
+    expect(groupedNodes.value.map((g) => g.category)).toEqual([
+      'alpha',
+      'beta',
+      'gamma'
+    ])
+  })
+
+  it('falls back to a placeholder for missing categories', () => {
+    const { groupedNodes } = useNodesByCategory(() => [node('a', 'A', '')])
+    expect(groupedNodes.value[0].category).toBe('—')
+  })
+
+  it('reacts to ref changes', () => {
+    const nodes = ref<PackNode[]>([node('a', 'A', 'x')])
+    const { groupedNodes } = useNodesByCategory(nodes)
+    expect(groupedNodes.value).toHaveLength(1)
+
+    nodes.value = [node('a', 'A', 'x'), node('b', 'B', 'y')]
+    expect(groupedNodes.value).toHaveLength(2)
+  })
+})

apps/website/src/composables/useNodesByCategory.ts

@@ -0,0 +1,40 @@
+import { computed, toValue } from 'vue'
+import type { MaybeRefOrGetter } from 'vue'
+
+import type { PackNode } from '../data/cloudNodes'
+
+const UNCATEGORIZED = '—'
+
+interface NodeCategoryGroup {
+  category: string
+  nodes: PackNode[]
+}
+
+export function useNodesByCategory(
+  nodes: MaybeRefOrGetter<readonly PackNode[]>
+) {
+  const groupedNodes = computed<NodeCategoryGroup[]>(() => {
+    const byCategory = new Map<string, PackNode[]>()
+
+    for (const node of toValue(nodes)) {
+      const category = node.category || UNCATEGORIZED
+      const existing = byCategory.get(category)
+      if (existing) {
+        existing.push(node)
+        continue
+      }
+      byCategory.set(category, [node])
+    }
+
+    return [...byCategory.entries()]
+      .map(([category, items]) => ({
+        category,
+        nodes: [...items].sort((a, b) =>
+          a.displayName.localeCompare(b.displayName)
+        )
+      }))
+      .sort((a, b) => a.category.localeCompare(b.category))
+  })
+
+  return { groupedNodes }
+}

apps/website/src/config/demos.ts

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

apps/website/src/config/model-metadata.ts

@@ -0,0 +1,208 @@
+interface ModelOverride {
+  docsUrl?: string
+  blogUrl?: string
+  featured?: boolean
+  // Slug used on comfy.org/workflows/model/{hubSlug}. Only set when the page exists.
+  hubSlug?: string
+}
+
+export const modelMetadata: Record<string, ModelOverride> = {
+  'nano-banana': {
+    docsUrl:
+      'https://docs.comfy.org/tutorials/partner-nodes/google/nano-banana-pro',
+    hubSlug: 'nano-banana',
+    featured: true
+  },
+  'kling-ai': {
+    docsUrl:
+      'https://docs.comfy.org/tutorials/partner-nodes/kling/kling-motion-control',
+    hubSlug: 'kling',
+    featured: true
+  },
+  'meshy-ai': {
+    docsUrl: 'https://docs.comfy.org/tutorials/partner-nodes/meshy/meshy-6',
+    hubSlug: 'meshy',
+    featured: true
+  },
+  'openai-dall-e': {
+    docsUrl: 'https://docs.comfy.org/tutorials/partner-nodes/openai/dall-e-3',
+    hubSlug: 'openai',
+    featured: true
+  },
+  'ltxv-api': {
+    docsUrl: 'https://docs.comfy.org/tutorials/video/ltxv',
+    hubSlug: 'ltx-2-3',
+    featured: true
+  },
+  'wan-api': {
+    docsUrl: 'https://docs.comfy.org/tutorials/video/wan/wan2_2',
+    hubSlug: 'wan',
+    featured: true
+  },
+  'wan-2-2': {
+    docsUrl: 'https://docs.comfy.org/tutorials/video/wan/wan2_2',
+    hubSlug: 'wan',
+    featured: true
+  },
+  'wan-2-1': {
+    docsUrl: 'https://docs.comfy.org/tutorials/video/wan/wan-video',
+    hubSlug: 'wan',
+    featured: true
+  },
+  'flux-1-kontext-dev': {
+    docsUrl:
+      'https://docs.comfy.org/tutorials/partner-nodes/black-forest-labs/flux-1-kontext',
+    hubSlug: 'flux-1-kontext',
+    featured: true
+  },
+  'flux1-dev': {
+    docsUrl: 'https://docs.comfy.org/tutorials/flux/flux-1-text-to-image',
+    hubSlug: 'flux-1',
+    featured: true
+  },
+  'flux1-schnell': {
+    hubSlug: 'flux-1',
+    featured: true
+  },
+  'hunyuan-video': {
+    docsUrl: 'https://docs.comfy.org/tutorials/video/hunyuan/hunyuan-video',
+    hubSlug: 'hunyuan-video',
+    featured: true
+  },
+  'hunyuan-3d': {
+    docsUrl: 'https://docs.comfy.org/tutorials/3d/hunyuan3D-2',
+    hubSlug: 'hunyuan-3d',
+    featured: true
+  },
+  vidu: {
+    hubSlug: 'vidu',
+    featured: true
+  },
+  runway: {
+    hubSlug: 'runway',
+    featured: true
+  },
+  'stability-ai': {
+    hubSlug: 'stability',
+    featured: true
+  },
+  'seedance-bytedance': {
+    hubSlug: 'seedance',
+    featured: true
+  },
+  'grok-image': {
+    hubSlug: 'grok',
+    featured: false
+  },
+  'luma-dream-machine': {
+    hubSlug: 'luma',
+    featured: false
+  },
+  moonvalley: {
+    hubSlug: 'moonvalley',
+    featured: false
+  },
+  'magnific-ai': {
+    hubSlug: 'magnific',
+    featured: false
+  },
+  pixverse: {
+    hubSlug: 'pixverse',
+    featured: false
+  },
+  'rodin-3d': {
+    hubSlug: 'rodin',
+    featured: false
+  },
+  recraft: {
+    hubSlug: 'recraft',
+    featured: false
+  },
+  'bria-ai': {
+    hubSlug: 'bria',
+    featured: false
+  },
+  'topaz-labs': {
+    hubSlug: 'topaz',
+    featured: false
+  },
+  wavespeed: {
+    hubSlug: 'wavespeed',
+    featured: false
+  },
+  ideogram: {
+    hubSlug: 'ideogram',
+    featured: false
+  },
+  'veo-2': {
+    hubSlug: 'veo',
+    featured: false
+  },
+  'veo-3': {
+    hubSlug: 'veo',
+    featured: false
+  },
+  'flux-2-api': {
+    hubSlug: 'flux-2',
+    featured: false
+  },
+  'ace-step-v1-3-5b': {
+    docsUrl: 'https://docs.comfy.org/tutorials/audio/ace-step/ace-step-v1',
+    hubSlug: 'ace-step',
+    featured: false
+  },
+  'hidream-i1-dev-fp8': {
+    docsUrl: 'https://docs.comfy.org/tutorials/image/hidream/hidream-i1',
+    hubSlug: 'hidream',
+    featured: false
+  },
+  'omnigen2-fp16': {
+    hubSlug: 'omnigen',
+    featured: false
+  },
+  'sd-xl-base-1-0': {
+    hubSlug: 'sdxl',
+    featured: false
+  },
+  'z-image-bf16': {
+    hubSlug: 'z-image',
+    featured: false
+  },
+  'z-image-turbo-bf16': {
+    hubSlug: 'z-image',
+    featured: false
+  },
+  'svd-xt': {
+    hubSlug: 'svd',
+    featured: false
+  },
+  'flux1-dev-kontext-fp8-scaled': {
+    docsUrl: 'https://docs.comfy.org/tutorials/flux/flux-1-kontext-dev',
+    hubSlug: 'flux-1-kontext',
+    featured: false
+  },
+  'ltx-2-19b-dev-fp8': {
+    hubSlug: 'ltx-2',
+    featured: false
+  },
+  'ltx-2-19b-distilled': {
+    hubSlug: 'ltx-2',
+    featured: false
+  },
+  'flux1-fill-dev': {
+    hubSlug: 'flux-1',
+    featured: false
+  },
+  'flux-2-klein-base-9b-fp8': {
+    hubSlug: 'flux-2',
+    featured: false
+  },
+  'qwen-image-fp8-e4m3fn': {
+    hubSlug: 'qwen',
+    featured: false
+  },
+  'qwen-image-edit-2509-fp8-e4m3fn': {
+    hubSlug: 'qwen',
+    featured: false
+  }
+}

apps/website/src/config/models.ts

@@ -0,0 +1,81 @@
+import generatedModels from './generated-models.json'
+import { modelMetadata } from './model-metadata'
+
+type ModelDirectory =
+  | 'diffusion_models'
+  | 'checkpoints'
+  | 'loras'
+  | 'controlnet'
+  | 'clip_vision'
+  | 'model_patches'
+  | 'vae'
+  | 'text_encoders'
+  | 'audio_encoders'
+  | 'latent_upscale_models'
+  | 'upscale_models'
+  | 'style_models'
+  | 'partner_nodes'
+
+interface Model {
+  readonly slug: string
+  readonly canonicalSlug?: string
+  readonly name: string
+  readonly displayName: string
+  readonly directory: ModelDirectory
+  readonly huggingFaceUrl: string
+  readonly thumbnailUrl?: string
+  readonly docsUrl?: string
+  readonly blogUrl?: string
+  readonly hubSlug?: string
+  readonly featured: boolean
+  readonly workflowCount: number
+}
+
+export const models: readonly Model[] = (
+  generatedModels as Array<{
+    slug: string
+    canonicalSlug?: string
+    name: string
+    displayName: string
+    directory: string
+    huggingFaceUrl: string
+    docsUrl?: string
+    thumbnailUrl?: string
+    workflowCount: number
+  }>
+).map((m) => ({
+  slug: m.slug,
+  ...(m.canonicalSlug ? { canonicalSlug: m.canonicalSlug } : {}),
+  name: m.name,
+  displayName: m.displayName,
+  directory: m.directory as ModelDirectory,
+  huggingFaceUrl: m.huggingFaceUrl,
+  ...(m.docsUrl ? { docsUrl: m.docsUrl } : {}),
+  ...(m.thumbnailUrl ? { thumbnailUrl: m.thumbnailUrl } : {}),
+  featured: false,
+  workflowCount: m.workflowCount,
+  ...modelMetadata[m.slug]
+}))
+
+const slugSet = new Set(models.map((m) => m.slug))
+if (slugSet.size !== models.length) {
+  for (const model of models) {
+    if (models.filter((m) => m.slug === model.slug).length > 1) {
+      throw new Error(`Duplicate model slug: ${model.slug}`)
+    }
+  }
+}
+for (const model of models) {
+  if (
+    model.canonicalSlug !== undefined &&
+    (!slugSet.has(model.canonicalSlug) || model.canonicalSlug === model.slug)
+  ) {
+    throw new Error(
+      `Invalid canonicalSlug "${model.canonicalSlug}" on "${model.slug}"`
+    )
+  }
+}
+
+export function getModelBySlug(slug: string): Model | undefined {
+  return models.find((m) => m.slug === slug)
+}

apps/website/src/config/routes.ts

@@ -14,7 +14,8 @@ const baseRoutes = {
   demos: '/demos',
   termsOfService: '/terms-of-service',
   privacyPolicy: '/privacy-policy',
-  contact: '/contact'
+  contact: '/contact',
+  models: '/p/supported-models'
 } as const
 
 type Routes = typeof baseRoutes

apps/website/src/data/ashby-roles.snapshot.json

@@ -1,5 +1,5 @@
 {
-  "fetchedAt": "2026-05-02T20:15:18.321Z",
+  "fetchedAt": "2026-05-12T16:10:34.114Z",
   "departments": [
     {
       "name": "DESIGN",
@@ -12,13 +12,6 @@
           "location": "San Francisco",
           "applyUrl": "https://jobs.ashbyhq.com/comfy-org/b2e864c6-4754-4e04-8f46-1022baa103c3/application"
         },
-        {
-          "id": "b9f9a23219be7cd4",
-          "title": "Design Engineer",
-          "department": "Design",
-          "location": "San Francisco",
-          "applyUrl": "https://jobs.ashbyhq.com/comfy-org/abc787b9-ad85-421c-8218-debd23bea096/application"
-        },
         {
           "id": "547b6ba622c800a5",
           "title": "Senior Product Designer - Craft",
@@ -151,18 +144,11 @@
       "roles": [
         {
           "id": "ec68ae44dd5943c9",
-          "title": "Talent Lead",
+          "title": "Head of Talent",
           "department": "Operations",
           "location": "San Francisco",
           "applyUrl": "https://jobs.ashbyhq.com/comfy-org/d5008532-c45d-46e6-ba2c-20489d364362/application"
         },
-        {
-          "id": "16f556001ce1cef4",
-          "title": "BizOps Strategist",
-          "department": "Operations",
-          "location": "San Francisco",
-          "applyUrl": "https://jobs.ashbyhq.com/comfy-org/145b8558-0ab4-43e8-8fac-b59059cf2537/application"
-        },
         {
           "id": "8e773a72c1b8e099",
           "title": "Founding Customer Success Manager",

apps/website/src/data/cloud-nodes.snapshot.json

@@ -0,0 +1,394 @@
+{
+  "fetchedAt": "2026-05-04T16:29:55.587Z",
+  "packs": [
+    {
+      "id": "comfyui-impact-pack",
+      "registryId": "comfyui-impact-pack",
+      "displayName": "ComfyUI Impact Pack",
+      "description": "Production-grade detailer, detector, and SEG (segmentation) tooling. The most-used pack for face restoration, region-based refinement, and iterative upscaling on Comfy Cloud.",
+      "repoUrl": "https://github.com/ltdrdata/ComfyUI-Impact-Pack",
+      "publisher": {
+        "id": "drltdata",
+        "name": "Dr.Lt.Data"
+      },
+      "downloads": 2618646,
+      "githubStars": 3092,
+      "latestVersion": "8.28.3",
+      "license": "See repository LICENSE",
+      "lastUpdated": "2026-04-19T17:08:04.993918Z",
+      "nodes": [
+        {
+          "name": "FaceDetailer",
+          "displayName": "FaceDetailer",
+          "category": "ImpactPack/Detailer",
+          "description": "Detect and refine faces with iterative passes."
+        },
+        {
+          "name": "DetailerForEach",
+          "displayName": "DetailerForEach",
+          "category": "ImpactPack/Detailer",
+          "description": "Run iterative detail refinement over detected SEG regions."
+        },
+        {
+          "name": "UltralyticsDetectorProvider",
+          "displayName": "UltralyticsDetectorProvider",
+          "category": "ImpactPack/Detector",
+          "description": "Provide detector models powered by Ultralytics YOLO."
+        },
+        {
+          "name": "SAMLoader",
+          "displayName": "SAMLoader",
+          "category": "ImpactPack/Detector",
+          "description": "Load Segment Anything models for high-fidelity masking."
+        },
+        {
+          "name": "MaskToSEGS",
+          "displayName": "MaskToSEGS",
+          "category": "ImpactPack/Operation",
+          "description": "Convert binary masks into SEGS regions for the detailer pipeline."
+        }
+      ]
+    },
+    {
+      "id": "ComfyUI-Crystools",
+      "registryId": "ComfyUI-Crystools",
+      "displayName": "ComfyUI-Crystools",
+      "description": "Live system monitoring (GPU, RAM, disk) and rich image inspection inside your workflow. The most-installed quality-of-life pack on the registry.",
+      "iconUrl": "https://raw.githubusercontent.com/crystian/ComfyUI-Crystools/main/docs/screwdriver.png",
+      "repoUrl": "https://github.com/crystian/ComfyUI-Crystools",
+      "publisher": {
+        "id": "crystian",
+        "name": "Crystian"
+      },
+      "downloads": 1671447,
+      "githubStars": 1855,
+      "latestVersion": "1.27.4",
+      "license": "See repository LICENSE",
+      "lastUpdated": "2025-10-26T19:11:09.943366Z",
+      "supportedOs": ["OS Independent"],
+      "supportedAccelerators": ["GPU :: NVIDIA CUDA"],
+      "nodes": [
+        {
+          "name": "CCrystools_Show_Resources",
+          "displayName": "CCrystools_Show_Resources",
+          "category": "crystools/show",
+          "description": "Display GPU, RAM and disk usage live in the workflow."
+        },
+        {
+          "name": "CCrystools_Show_Image",
+          "displayName": "CCrystools_Show_Image",
+          "category": "crystools/show",
+          "description": "Inspect images at full resolution with metadata overlays."
+        },
+        {
+          "name": "CCrystools_Json",
+          "displayName": "CCrystools_Json",
+          "category": "crystools/json",
+          "description": "Compose and parse JSON inline for advanced workflows."
+        },
+        {
+          "name": "CCrystools_Pipe_To_Any",
+          "displayName": "CCrystools_Pipe_To_Any",
+          "category": "crystools/pipe",
+          "description": "Convert a pipe bus into individual outputs."
+        },
+        {
+          "name": "CCrystools_Save_Metadata",
+          "displayName": "CCrystools_Save_Metadata",
+          "category": "crystools/save",
+          "description": "Save images with workflow metadata embedded."
+        }
+      ]
+    },
+    {
+      "id": "rgthree-comfy",
+      "registryId": "rgthree-comfy",
+      "displayName": "rgthree-comfy",
+      "description": "Quality-of-life nodes that make complex workflows readable: Power Lora Loader, group bypassers, smarter reroutes, and inline debug widgets.",
+      "iconUrl": "https://comfy.rgthree.com/media/rgthree.svg",
+      "repoUrl": "https://github.com/rgthree/rgthree-comfy",
+      "publisher": {
+        "id": "rgthree"
+      },
+      "downloads": 3025389,
+      "githubStars": 3028,
+      "latestVersion": "1.0.2604070017",
+      "license": "See repository LICENSE",
+      "lastUpdated": "2026-04-07T04:19:24.689627Z",
+      "nodes": [
+        {
+          "name": "Power Lora Loader (rgthree)",
+          "displayName": "Power Lora Loader (rgthree)",
+          "category": "rgthree",
+          "description": "Stack multiple LoRAs in a single, foldable widget."
+        },
+        {
+          "name": "Fast Groups Bypasser (rgthree)",
+          "displayName": "Fast Groups Bypasser (rgthree)",
+          "category": "rgthree",
+          "description": "Toggle whole groups on or off without rewiring."
+        },
+        {
+          "name": "Seed (rgthree)",
+          "displayName": "Seed (rgthree)",
+          "category": "rgthree",
+          "description": "A predictable seed control with quick reset."
+        },
+        {
+          "name": "Reroute (rgthree)",
+          "displayName": "Reroute (rgthree)",
+          "category": "rgthree",
+          "description": "A clean reroute alternative with persistent labels."
+        },
+        {
+          "name": "Display Any (rgthree)",
+          "displayName": "Display Any (rgthree)",
+          "category": "rgthree",
+          "description": "Inspect any value with a compact debug widget."
+        }
+      ]
+    },
+    {
+      "id": "comfyui-kjnodes",
+      "registryId": "comfyui-kjnodes",
+      "displayName": "ComfyUI-KJNodes",
+      "description": "Daily-driver utilities for image, latent and string handling: color matching, batch counters, resize helpers, and prompt presets.",
+      "iconUrl": "https://avatars.githubusercontent.com/u/40791699",
+      "repoUrl": "https://github.com/kijai/ComfyUI-KJNodes",
+      "publisher": {
+        "id": "kijai",
+        "name": "Kijai"
+      },
+      "downloads": 3319866,
+      "githubStars": 2544,
+      "latestVersion": "1.3.9",
+      "license": "See repository LICENSE",
+      "lastUpdated": "2026-04-24T09:32:28.326616Z",
+      "nodes": [
+        {
+          "name": "ColorMatch",
+          "displayName": "ColorMatch",
+          "category": "KJNodes/image",
+          "description": "Match the colors of one image to another using statistics."
+        },
+        {
+          "name": "ImageResizeKJ",
+          "displayName": "ImageResizeKJ",
+          "category": "KJNodes/image",
+          "description": "Resize images with intuitive size and divisibility controls."
+        },
+        {
+          "name": "StringConstantMultiline",
+          "displayName": "StringConstantMultiline",
+          "category": "KJNodes/string",
+          "description": "A multi-line string constant suitable for prompts."
+        },
+        {
+          "name": "EmptyLatentImagePresets",
+          "displayName": "EmptyLatentImagePresets",
+          "category": "KJNodes/latent",
+          "description": "Quickly create empty latents at common resolutions."
+        },
+        {
+          "name": "GetImageSizeAndCount",
+          "displayName": "GetImageSizeAndCount",
+          "category": "KJNodes/image",
+          "description": "Read width, height and batch size from an image input."
+        }
+      ]
+    },
+    {
+      "id": "comfyui-easy-use",
+      "registryId": "comfyui-easy-use",
+      "displayName": "ComfyUI-Easy-Use",
+      "description": "Simplified, opinionated nodes that bundle common patterns into single drop-ins — full loader, pre-sampling, easy KSampler, and XY plotting.",
+      "iconUrl": "https://mintlify.s3.us-west-1.amazonaws.com/yolain/images/logo.svg",
+      "repoUrl": "https://github.com/yolain/ComfyUI-Easy-Use",
+      "publisher": {
+        "id": "yolain",
+        "name": "yolain"
+      },
+      "downloads": 2767609,
+      "githubStars": 2500,
+      "latestVersion": "1.3.6",
+      "license": "See repository LICENSE",
+      "lastUpdated": "2026-01-23T06:19:17.505188Z",
+      "nodes": [
+        {
+          "name": "easy fullLoader",
+          "displayName": "easy fullLoader",
+          "category": "EasyUse/Loaders",
+          "description": "Combined checkpoint, VAE and CLIP loader with sensible defaults."
+        },
+        {
+          "name": "easy preSampling",
+          "displayName": "easy preSampling",
+          "category": "EasyUse/PreSampling",
+          "description": "A unified pre-sampling node bundling common settings."
+        },
+        {
+          "name": "easy kSampler",
+          "displayName": "easy kSampler",
+          "category": "EasyUse/KSampler",
+          "description": "A simplified KSampler with extra quality-of-life options."
+        },
+        {
+          "name": "easy showAnything",
+          "displayName": "easy showAnything",
+          "category": "EasyUse/Util",
+          "description": "Display any value inline for debugging."
+        },
+        {
+          "name": "easy XYPlot",
+          "displayName": "easy XYPlot",
+          "category": "EasyUse/XYPlot",
+          "description": "Compose XY plots over arbitrary parameters."
+        }
+      ]
+    },
+    {
+      "id": "comfyui-advanced-controlnet",
+      "registryId": "comfyui-advanced-controlnet",
+      "displayName": "ComfyUI-Advanced-ControlNet",
+      "description": "ControlNet with timestep keyframes, per-frame masks, and advanced strength scheduling — essential for animation and batched-latent workflows.",
+      "repoUrl": "https://github.com/Kosinkadink/ComfyUI-Advanced-ControlNet",
+      "publisher": {
+        "id": "kosinkadink",
+        "name": "Kosinkadink"
+      },
+      "downloads": 590539,
+      "githubStars": 967,
+      "latestVersion": "1.5.7",
+      "license": "See repository LICENSE",
+      "lastUpdated": "2026-03-30T01:40:06.836236Z",
+      "nodes": [
+        {
+          "name": "Apply Advanced ControlNet",
+          "displayName": "Apply Advanced ControlNet",
+          "category": "Adv-ControlNet/conditioning",
+          "description": "Apply ControlNet with timestep keyframes and per-frame masks."
+        },
+        {
+          "name": "ControlNetLoaderAdvanced",
+          "displayName": "ControlNetLoaderAdvanced",
+          "category": "Adv-ControlNet/loaders",
+          "description": "Load ControlNet models with the advanced wrapper."
+        },
+        {
+          "name": "Latent Keyframe Group",
+          "displayName": "Latent Keyframe Group",
+          "category": "Adv-ControlNet/keyframes",
+          "description": "Schedule ControlNet strength over a batch of latents."
+        },
+        {
+          "name": "Timestep Keyframe",
+          "displayName": "Timestep Keyframe",
+          "category": "Adv-ControlNet/keyframes",
+          "description": "Set ControlNet strength at a specific timestep."
+        },
+        {
+          "name": "Scaled Soft Mask",
+          "displayName": "Scaled Soft Mask",
+          "category": "Adv-ControlNet/masks",
+          "description": "Apply a soft attention mask to ControlNet conditioning."
+        }
+      ]
+    },
+    {
+      "id": "was-node-suite-comfyui",
+      "registryId": "was-node-suite-comfyui",
+      "displayName": "WAS Node Suite",
+      "description": "A broad utility suite covering image adjustments, compositing, text, math, and I/O — the original \"kitchen sink\" pack still relied on by thousands of workflows.",
+      "repoUrl": "https://github.com/WASasquatch/was-node-suite-comfyui",
+      "publisher": {
+        "id": "was",
+        "name": "WAS"
+      },
+      "downloads": 981051,
+      "githubStars": 1777,
+      "latestVersion": "1.0.1",
+      "license": "See repository LICENSE",
+      "lastUpdated": "2024-08-01T05:28:23.655235Z",
+      "nodes": [
+        {
+          "name": "Image Filter Adjustments",
+          "displayName": "Image Filter Adjustments",
+          "category": "WAS Suite/Image/Adjustment",
+          "description": "Adjust brightness, contrast, saturation and more."
+        },
+        {
+          "name": "Image Blending Mode",
+          "displayName": "Image Blending Mode",
+          "category": "WAS Suite/Image/Compositing",
+          "description": "Composite two images with Photoshop-style blend modes."
+        },
+        {
+          "name": "Text String",
+          "displayName": "Text String",
+          "category": "WAS Suite/Text",
+          "description": "A reusable text constant suitable for prompts."
+        },
+        {
+          "name": "Number to Float",
+          "displayName": "Number to Float",
+          "category": "WAS Suite/Number",
+          "description": "Cast integer or string values to a float."
+        },
+        {
+          "name": "Image Save",
+          "displayName": "Image Save",
+          "category": "WAS Suite/IO",
+          "description": "Save an image to disk with rich filename templating."
+        }
+      ]
+    },
+    {
+      "id": "comfyui_ipadapter_plus",
+      "registryId": "comfyui_ipadapter_plus",
+      "displayName": "ComfyUI_IPAdapter_plus",
+      "description": "Reference-image conditioning with IPAdapter — style transfer, Face ID, and multi-image embeddings. The most-installed conditioning pack on the registry, used in countless portrait, product, and animation workflows.",
+      "repoUrl": "https://github.com/cubiq/ComfyUI_IPAdapter_plus",
+      "publisher": {
+        "id": "matteo",
+        "name": "Matteo"
+      },
+      "downloads": 1208394,
+      "githubStars": 5938,
+      "latestVersion": "2.0.0",
+      "license": "GPL-3.0 license",
+      "lastUpdated": "2024-06-05T06:57:13.485481Z",
+      "nodes": [
+        {
+          "name": "IPAdapterUnifiedLoader",
+          "displayName": "IPAdapterUnifiedLoader",
+          "category": "ipadapter",
+          "description": "Load IPAdapter, image encoder and CLIP vision in one node."
+        },
+        {
+          "name": "IPAdapterFaceID",
+          "displayName": "IPAdapterFaceID",
+          "category": "ipadapter/faceid",
+          "description": "Apply Face ID embeddings for high-fidelity portrait reference."
+        },
+        {
+          "name": "IPAdapterStyleComposition",
+          "displayName": "IPAdapterStyleComposition",
+          "category": "ipadapter",
+          "description": "Reference an image for style without copying its content."
+        },
+        {
+          "name": "IPAdapterAdvanced",
+          "displayName": "IPAdapterAdvanced",
+          "category": "ipadapter",
+          "description": "Full-control IPAdapter with masking, weights, and noise injection."
+        },
+        {
+          "name": "IPAdapterEncoder",
+          "displayName": "IPAdapterEncoder",
+          "category": "ipadapter/embeds",
+          "description": "Encode reference images into IPAdapter embeddings for reuse."
+        }
+      ]
+    }
+  ]
+}

apps/website/src/data/cloudNodes.ts

@@ -0,0 +1,52 @@
+export interface PackNode {
+  name: string
+  displayName: string
+  category: string
+  description?: string
+  deprecated?: boolean
+  experimental?: boolean
+}
+
+export interface Pack {
+  id: string
+  registryId?: string
+  displayName: string
+  description?: string
+  bannerUrl?: string
+  iconUrl?: string
+  repoUrl?: string
+  publisher?: {
+    id: string
+    name?: string
+  }
+  downloads?: number
+  githubStars?: number
+  latestVersion?: string
+  license?: string
+  lastUpdated?: string
+  supportedOs?: string[]
+  supportedAccelerators?: string[]
+  nodes: PackNode[]
+}
+
+export interface NodesSnapshot {
+  fetchedAt: string
+  packs: Pack[]
+}
+
+export function isNodesSnapshot(value: unknown): value is NodesSnapshot {
+  if (value === null || typeof value !== 'object') return false
+  const candidate = value as { fetchedAt?: unknown; packs?: unknown }
+  if (typeof candidate.fetchedAt !== 'string') return false
+  if (!Array.isArray(candidate.packs)) return false
+
+  return candidate.packs.every((pack) => {
+    if (pack === null || typeof pack !== 'object') return false
+    const p = pack as { id?: unknown; displayName?: unknown; nodes?: unknown }
+    return (
+      typeof p.id === 'string' &&
+      typeof p.displayName === 'string' &&
+      Array.isArray(p.nodes)
+    )
+  })
+}

apps/website/src/i18n/translations.ts

@@ -735,6 +735,142 @@ const translations = {
     'zh-CN': '免费试用 COMFY CLOUD'
   },
 
+  'cloudNodes.hero.label': {
+    en: 'CLOUD NODES',
+    'zh-CN': '云端节点目录'
+  },
+  'cloudNodes.hero.heading': {
+    en: 'Run your favorite ComfyUI custom nodes on the cloud',
+    'zh-CN': '在云端运行你喜爱的 ComfyUI 自定义节点'
+  },
+  'cloudNodes.hero.body': {
+    en: 'Spin up workflows with hundreds of community-built nodes — detailers, ControlNet preprocessors, animation tools, and quality-of-life utilities — preinstalled on Comfy Cloud and ready to run on managed GPUs.',
+    'zh-CN':
+      '在 Comfy Cloud 托管 GPU 上即开即用，预装数百个社区节点——细节修复、ControlNet 预处理、动画工具与日常便利组件，应有尽有。'
+  },
+  'cloudNodes.section.heading': {
+    en: 'Find a custom-node pack',
+    'zh-CN': '查找自定义节点包'
+  },
+  'cloudNodes.search.placeholder': {
+    en: 'Search packs or nodes',
+    'zh-CN': '搜索节点包或节点名称'
+  },
+  'cloudNodes.sort.downloads': {
+    en: 'Most installed',
+    'zh-CN': '按安装量'
+  },
+  'cloudNodes.sort.mostNodes': {
+    en: 'Most nodes',
+    'zh-CN': '按节点数量'
+  },
+  'cloudNodes.sort.az': {
+    en: 'A → Z',
+    'zh-CN': '按名称 A → Z'
+  },
+  'cloudNodes.sort.recentlyUpdated': {
+    en: 'Recently updated',
+    'zh-CN': '最近更新'
+  },
+  'cloudNodes.search.label': {
+    en: 'Search custom-node packs',
+    'zh-CN': '搜索自定义节点包'
+  },
+  'cloudNodes.sort.label': {
+    en: 'Sort packs',
+    'zh-CN': '排序节点包'
+  },
+  'cloudNodes.list.ariaLabel': {
+    en: 'Custom-node packs supported on Comfy Cloud',
+    'zh-CN': 'Comfy Cloud 支持的自定义节点包'
+  },
+  'cloudNodes.meta.title': {
+    en: 'Custom-node packs on Comfy Cloud — supported by default',
+    'zh-CN': 'Comfy Cloud 自定义节点包合集——开箱即用'
+  },
+  'cloudNodes.meta.description': {
+    en: 'Browse hundreds of ComfyUI custom-node packs preinstalled on Comfy Cloud. Detailers, ControlNet preprocessors, animation tools, samplers, and more — search by pack or by node name.',
+    'zh-CN':
+      '浏览 Comfy Cloud 预装的数百个 ComfyUI 自定义节点包：细节修复、ControlNet 预处理、动画工具、采样器等——按节点包或节点名搜索。'
+  },
+  'cloudNodes.detail.metaTitle': {
+    en: '{pack} on Comfy Cloud',
+    'zh-CN': '{pack}（Comfy Cloud）'
+  },
+  'cloudNodes.detail.metaDescription': {
+    en: '{pack} is preinstalled on Comfy Cloud — {nodeCount} nodes ready to run on managed GPUs. {description}',
+    'zh-CN':
+      '{pack} 已预装于 Comfy Cloud——{nodeCount} 个节点可在托管 GPU 上即时运行。{description}'
+  },
+  'cloudNodes.empty.heading': {
+    en: 'No matching packs',
+    'zh-CN': '未找到匹配的节点包'
+  },
+  'cloudNodes.empty.body': {
+    en: 'Try a different search term or clear your filters.',
+    'zh-CN': '试试其他关键词，或清空筛选条件。'
+  },
+  'cloudNodes.card.nodeCountOne': {
+    en: '{count} node',
+    'zh-CN': '{count} 个节点'
+  },
+  'cloudNodes.card.nodeCountOther': {
+    en: '{count} nodes',
+    'zh-CN': '{count} 个节点'
+  },
+  'cloudNodes.card.viewRepo': {
+    en: 'View repository',
+    'zh-CN': '查看仓库'
+  },
+  'cloudNodes.card.unavailableDescription': {
+    en: 'Description unavailable.',
+    'zh-CN': '暂无描述信息。'
+  },
+  'cloudNodes.card.nodesHeading': {
+    en: 'Included nodes',
+    'zh-CN': '包含节点'
+  },
+  'cloudNodes.detail.back': {
+    en: 'Back to all packs',
+    'zh-CN': '返回所有节点包'
+  },
+  'cloudNodes.detail.publisher': {
+    en: 'Publisher',
+    'zh-CN': '发布者'
+  },
+  'cloudNodes.detail.downloads': {
+    en: 'Downloads',
+    'zh-CN': '下载量'
+  },
+  'cloudNodes.detail.stars': {
+    en: 'GitHub stars',
+    'zh-CN': 'GitHub 星标'
+  },
+  'cloudNodes.detail.latestVersion': {
+    en: 'Latest version',
+    'zh-CN': '最新版本'
+  },
+  'cloudNodes.detail.license': {
+    en: 'License',
+    'zh-CN': '许可证'
+  },
+  'cloudNodes.detail.lastUpdated': {
+    en: 'Last updated',
+    'zh-CN': '最后更新'
+  },
+  'cloudNodes.detail.deprecated': {
+    en: 'Deprecated',
+    'zh-CN': '已弃用'
+  },
+  'cloudNodes.detail.experimental': {
+    en: 'Experimental',
+    'zh-CN': '实验性'
+  },
+  'cloudNodes.detail.nodesHeading': {
+    en: 'Nodes in this pack',
+    'zh-CN': '此节点包中的节点'
+  },
+
   // Cloud – ReasonSection
   'cloud.reason.heading': {
     en: 'Why\nprofessionals\nchoose ',
@@ -1119,6 +1255,10 @@ const translations = {
     en: 'Import your own LoRAs',
     'zh-CN': '导入你自己的 LoRA'
   },
+  'pricing.plan.creator.feature2': {
+    en: '3 concurrent API jobs',
+    'zh-CN': '3 个并发 API 任务'
+  },
 
   'pricing.plan.pro.label': { en: 'PRO', 'zh-CN': '专业版' },
   'pricing.plan.pro.summary': {
@@ -1143,6 +1283,10 @@ const translations = {
     en: 'Longer workflow runtime (up to 1 hour)',
     'zh-CN': '更长工作流运行时长（最长 1 小时）'
   },
+  'pricing.plan.pro.feature2': {
+    en: '5 concurrent API jobs',
+    'zh-CN': '5 个并发 API 任务'
+  },
 
   'pricing.enterprise.label': { en: 'ENTERPRISE', 'zh-CN': '企业版' },
   'pricing.enterprise.heading': {
@@ -1599,7 +1743,7 @@ const translations = {
   },
   'nav.comfyHub': { en: 'Comfy Hub', 'zh-CN': 'Comfy Hub' },
   'nav.gallery': { en: 'Gallery', 'zh-CN': '画廊' },
-  'nav.blogs': { en: 'Blogs', 'zh-CN': '博客' },
+  'nav.blogs': { en: 'Blog', 'zh-CN': '博客' },
   'nav.github': { en: 'GitHub', 'zh-CN': 'GitHub' },
   'nav.discord': { en: 'Discord', 'zh-CN': 'Discord' },
   'nav.docs': { en: 'Docs', 'zh-CN': '文档' },
@@ -3498,18 +3642,6 @@ const translations = {
     en: 'Dale Carman | Co-founder @ Groove Jones',
     'zh-CN': 'Dale Carman | Groove Jones 联合创始人'
   },
-  'customers.detail.groove-jones.topic-10.block.2.label': {
-    en: 'GROOVE JONES CONTRIBUTORS',
-    'zh-CN': 'GROOVE JONES 贡献者'
-  },
-  'customers.detail.groove-jones.topic-10.block.2.name': {
-    en: 'TBD',
-    'zh-CN': '待补充'
-  },
-  'customers.detail.groove-jones.topic-10.block.2.role': {
-    en: 'TBD',
-    'zh-CN': '待补充'
-  },
 
   // Contact – FormSection
   'contact.form.badge': {
@@ -3574,6 +3706,20 @@ const translations = {
       '<ol><li><strong>打开模板浏览器</strong> — 点击 ComfyUI 侧栏中的模板图标。</li><li><strong>浏览分类</strong> — 模板按任务分类：图像生成、视频、放大等。</li><li><strong>预览模板</strong> — 将鼠标悬停在模板上查看预览。</li><li><strong>加载并自定义</strong> — 点击加载模板，然后修改参数。</li></ol>'
   },
 
+  'demos.community-workflows.title': {
+    en: 'Explore and Use a Community Workflow from the Hub',
+    'zh-CN': '探索并使用社区工作流'
+  },
+  'demos.community-workflows.description': {
+    en: 'Discover how to find and get started with popular community workflows for generative AI projects.',
+    'zh-CN': '了解如何查找并使用流行的社区工作流来构建生成式 AI 项目。'
+  },
+  'demos.community-workflows.transcript': {
+    en: '<ol><li><strong>Open the Workflow Hub</strong> — From the ComfyUI sidebar, navigate to the community Workflow Hub to browse curated and trending workflows shared by the community.</li><li><strong>Browse popular workflows</strong> — Explore featured projects sorted by popularity, recency, and category to find one that matches your goal.</li><li><strong>Preview a workflow</strong> — Click a workflow card to see example outputs, required models, and a description of what it produces.</li><li><strong>Open in ComfyUI</strong> — Use the "Get Started" action to load the selected community workflow directly onto your canvas.</li><li><strong>Run and customize</strong> — Queue the workflow to generate your first result, then tweak prompts, models, and parameters to make it your own.</li></ol>',
+    'zh-CN':
+      '<ol><li><strong>打开工作流中心</strong> — 在 ComfyUI 侧栏中，进入社区工作流中心，浏览社区分享的精选和热门工作流。</li><li><strong>浏览热门工作流</strong> — 按热度、时间和分类浏览精选项目，找到符合需求的工作流。</li><li><strong>预览工作流</strong> — 点击工作流卡片，查看示例输出、所需模型和功能描述。</li><li><strong>在 ComfyUI 中打开</strong> — 使用"开始使用"按钮，将选中的社区工作流直接加载到画布。</li><li><strong>运行并自定义</strong> — 排队执行工作流以生成首个结果，然后调整提示词、模型和参数。</li></ol>'
+  },
+
   'demos.nav.nextDemo': { en: "What's Next", 'zh-CN': '下一个演示' },
   'demos.nav.viewDemo': { en: 'View Demo', 'zh-CN': '查看演示' },
   'demos.nav.allDemos': { en: 'All Demos', 'zh-CN': '所有演示' },
@@ -3668,6 +3814,60 @@ const translations = {
     'zh-CN': 'Creative Studios AI 负责人'
   },
 
+  // Models – UI keys
+  'models.hero.eyebrow': {
+    en: 'AI Model',
+    'zh-CN': 'AI 模型'
+  },
+  'models.hero.primaryCta': {
+    en: 'TRY IN COMFY',
+    'zh-CN': '在 Comfy 中试用'
+  },
+  'models.hero.secondaryCta': {
+    en: 'DOWNLOAD MODEL',
+    'zh-CN': '下载模型'
+  },
+  'models.hero.cloudCta': {
+    en: 'RUN ON CLOUD',
+    'zh-CN': '云端运行'
+  },
+  'models.hero.tutorialCta': {
+    en: 'VIEW TUTORIAL',
+    'zh-CN': '查看教程'
+  },
+  'models.hero.blogLink': {
+    en: 'Read blog post',
+    'zh-CN': '阅读博客文章'
+  },
+  'models.hero.workflowCount': {
+    en: '{count} workflows use this model',
+    'zh-CN': '{count} 个工作流使用此模型'
+  },
+  'models.whatIs.heading': {
+    en: 'What is {name}?',
+    'zh-CN': '什么是 {name}？'
+  },
+  'models.whatIs.tutorialLink': {
+    en: 'Read the full tutorial →',
+    'zh-CN': '阅读完整教程 →'
+  },
+  'models.index.title': {
+    en: 'Supported Models',
+    'zh-CN': '支持的模型'
+  },
+  'models.index.subtitle': {
+    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'
+  },
+
   // Payment status pages
   'payment.success.label': {
     en: 'PAYMENT',
@@ -3694,8 +3894,8 @@ const translations = {
     'zh-CN': '支付'
   },
   'payment.failed.title': {
-    en: 'Payment was not completed',
-    'zh-CN': '支付未完成'
+    en: 'Unable to complete payment',
+    'zh-CN': '无法完成支付'
   },
   'payment.failed.subtitle': {
     en: "Your payment didn't go through and you have not been charged. Reach out to support or read the subscription docs if you need help.",

apps/website/src/layouts/BaseLayout.astro

@@ -5,11 +5,13 @@ import '../styles/global.css'
 import type { Locale } from '../i18n/translations'
 import SiteFooter from '../components/common/SiteFooter.vue'
 import SiteNav from '../components/common/SiteNav.vue'
+import { escapeJsonLd } from '../utils/escapeJsonLd'
 import { fetchGitHubStars, formatStarCount } from '../utils/github'
 
 interface Props {
   title: string
   description?: string
+  keywords?: string[]
   ogImage?: string
   noindex?: boolean
 }
@@ -17,10 +19,13 @@ interface Props {
 const {
   title,
   description = 'Comfy is the AI creation engine for visual professionals who demand control.',
+  keywords,
   ogImage = 'https://media.comfy.org/website/comfy.webp',
   noindex = false,
 } = 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)
@@ -62,6 +67,7 @@ const websiteJsonLd = {
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1" />
     <meta name="description" content={description} />
+    {keywordsContent && <meta name="keywords" content={keywordsContent} />}
     {noindex && <meta name="robots" content="noindex, nofollow" />}
     <title>{title}</title>
 
@@ -89,8 +95,11 @@ const websiteJsonLd = {
     <meta name="twitter:image" content={ogImageURL.href} />
 
     <!-- Structured Data -->
-    <script is:inline type="application/ld+json" set:html={JSON.stringify(organizationJsonLd)} />
-    <script is:inline type="application/ld+json" set:html={JSON.stringify(websiteJsonLd)} />
+    <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" />
+
+    <slot name="head" />
 
     <!-- Google Tag Manager -->
     {gtmEnabled && (

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

@@ -7,9 +7,14 @@ import AudienceSection from '../../components/product/cloud/AudienceSection.vue'
 import PricingSection from '../../components/product/cloud/PricingSection.vue'
 import ProductCardsSection from '../../components/product/cloud/ProductCardsSection.vue'
 import FAQSection from '../../components/product/cloud/FAQSection.vue'
+import { t } from '../../i18n/translations'
 ---
 
-<BaseLayout title="Comfy Cloud — AI in the Cloud">
+<BaseLayout
+  title="Comfy Cloud — AI in the Cloud"
+  description={t('cloud.hero.subtitle', 'en')}
+  keywords={['comfyui web app', 'comfyui app', 'comfyui online', 'comfyui cloud', 'comfy cloud', 'comfy ui application', 'comfyui browser', 'cloud comfyui', 'managed comfyui']}
+>
   <HeroSection />
   <ReasonSection />
   <AIModelsSection />

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

@@ -0,0 +1,42 @@
+---
+import BaseLayout from '../../layouts/BaseLayout.astro'
+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'
+
+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,
+    name: pack.displayName,
+    image: pack.bannerUrl || pack.iconUrl
+  }))
+}
+---
+
+<BaseLayout
+  title={t('cloudNodes.meta.title', 'en')}
+  description={t('cloudNodes.meta.description', 'en')}
+>
+  <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/AGENTS.md

@@ -0,0 +1,48 @@
+# Cloud Nodes Pages
+
+Build-time catalog of custom-node packs preinstalled on Comfy Cloud. Index at `/cloud/supported-nodes`, per-pack details at `/cloud/supported-nodes/[pack]`, both also under `/zh-CN/`.
+
+## Sources
+
+- **Cloud `/api/object_info`** — authoritative list of nodes available on Comfy Cloud (auth: `WEBSITE_CLOUD_API_KEY`)
+- **ComfyUI Custom Node Registry** ([dashboard](https://registry.comfy.org), API at `https://api.comfy.org/nodes`) — public pack metadata (banner, icon, description, downloads, stars, license, version, repo, publisher)
+
+The registry is the same one the in-app Manager dialog reads from. For reference and additional reading, see the existing client wrappers in `src/`:
+
+- [`src/services/comfyRegistryService.ts`](../../../../../../src/services/comfyRegistryService.ts) — typed wrappers around `/nodes`, `/nodes/search`, `/nodes/{id}`, `/nodes/{id}/versions/{version}/comfy-nodes`, etc.
+- [`src/stores/comfyRegistryStore.ts`](../../../../../../src/stores/comfyRegistryStore.ts) — cached store + `getPacksByIds` batch helper
+- [`packages/registry-types/src/comfyRegistryTypes.ts`](../../../../../../packages/registry-types/src/comfyRegistryTypes.ts) — generated OpenAPI types
+- Public docs: <https://docs.comfy.org/registry>
+
+## Build pipeline
+
+| File                                                                                                                    | Role                                                                    |
+| ----------------------------------------------------------------------------------------------------------------------- | ----------------------------------------------------------------------- |
+| [`pages/cloud/supported-nodes.astro`](./supported-nodes.astro) and [`[pack].astro`](./supported-nodes/%5Bpack%5D.astro) | Page shells (and `zh-CN` twins)                                         |
+| [`utils/cloudNodes.build.ts`](../../../utils/cloudNodes.build.ts)                                                       | `loadPacksForBuild()` shared by index + detail routes                   |
+| [`utils/cloudNodes.ts`](../../../utils/cloudNodes.ts)                                                                   | Cloud `object_info` fetcher with retry, sanitization, snapshot fallback |
+| [`utils/cloudNodes.registry.ts`](../../../utils/cloudNodes.registry.ts)                                                 | Registry enrichment (batches of 50, soft-fail)                          |
+| [`utils/cloudNodes.ci.ts`](../../../utils/cloudNodes.ci.ts)                                                             | GitHub Actions annotations + step summary                               |
+| [`utils/escapeJsonLd.ts`](../../../utils/escapeJsonLd.ts)                                                               | XSS-safe `<script type="application/ld+json">` serializer               |
+| [`composables/useFilteredPacks.ts`](../../../composables/useFilteredPacks.ts)                                           | Search + sort logic for the index page                                  |
+| [`composables/useNodesByCategory.ts`](../../../composables/useNodesByCategory.ts)                                       | Group nodes by category, alphabetized                                   |
+| [`scripts/refresh-cloud-nodes-snapshot.ts`](../../../../scripts/refresh-cloud-nodes-snapshot.ts)                        | Manual `pnpm cloud-nodes:refresh-snapshot`                              |
+| [`packages/object-info-parser`](../../../../../../packages/object-info-parser)                                          | Shared Zod schemas, classifier, `sanitizeUserContent`                   |
+
+## Key invariants
+
+- **Sanitization is mandatory.** The cloud `/api/object_info` endpoint mixes the calling user's uploaded files into combo input lists; `sanitizeUserContent()` strips them before the snapshot is written. Tests in [`packages/object-info-parser/src/__tests__/sanitizeUserContent.test.ts`](../../../../../../packages/object-info-parser/src/__tests__/sanitizeUserContent.test.ts).
+- **All remote data is Zod-validated.** `cloudNodes.schema.ts` validates the cloud envelope; `@comfyorg/object-info-parser` validates each node def; `cloudNodes.registry.ts` validates the registry response shape with a passthrough Zod schema (defense-in-depth on top of the generated OpenAPI types). The fetcher never trusts a network response.
+- **JSON-LD must be escaped.** Pack metadata is registry-controlled; route every `<script type="application/ld+json">` payload through `escapeJsonLd()`.
+- **Index and detail share one fetch.** Both call `loadPacksForBuild()` so the static routes can never diverge from the rendered list.
+- **No `PUBLIC_` prefix on env vars.** Astro inlines `PUBLIC_*` into the client bundle; build-time secrets never start with that prefix.
+
+## Why `Pack` is a domain projection, not the raw registry `Node`
+
+`apps/website/src/data/cloudNodes.ts` defines its own `Pack` and `PackNode` types instead of re-exporting `components['schemas']['Node']` from `@comfyorg/registry-types`. That is intentional:
+
+- A `Pack` joins **two upstream sources** — the cloud `object_info` shape (which has `python_module`, `category`, `display_name`, etc.) and the registry `Node` shape (which has `banner_url`, `downloads`, `github_stars`, etc.). Neither shape on its own captures both.
+- A `Pack` is **post-sanitization**. Combo input lists, user-uploaded filenames, and any other build-time-stripped data are guaranteed gone by the time the type appears. The raw `Node` carries fields we never expose.
+- A `Pack` adds **safe-URL invariants** (banner / icon / repo all flow through `safeExternalUrl()` before becoming part of the type), which the registry's optional `string` fields don't encode.
+
+The `Pack`/`PackNode` types live next to the snapshot they describe; the validated build-time projections feed Astro's static routes directly. The OpenAPI-generated `Node` type is still consumed inside `cloudNodes.registry.ts` as `RegistryPack` for the upstream fetch.

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

@@ -0,0 +1,63 @@
+---
+import type { GetStaticPaths } from 'astro'
+
+import type { Pack } from '../../../data/cloudNodes'
+
+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'
+
+export const getStaticPaths: GetStaticPaths = async () => {
+  const packs = await loadPacksForBuild()
+  return packs.map((pack) => ({
+    params: { pack: pack.id },
+    props: { pack }
+  }))
+}
+
+const { pack } = Astro.props as { pack: Pack }
+const fallbackDescription = t('cloudNodes.card.unavailableDescription', 'en')
+const description = pack.description || fallbackDescription
+const title = t('cloudNodes.detail.metaTitle', 'en').replace(
+  '{pack}',
+  pack.displayName
+)
+const metaDescription = t('cloudNodes.detail.metaDescription', 'en')
+  .replace('{pack}', pack.displayName)
+  .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',
+  name: pack.displayName,
+  applicationCategory: 'DeveloperApplication',
+  applicationSubCategory: 'ComfyUI custom-node pack',
+  operatingSystem: 'Comfy Cloud (managed)',
+  url: pageUrl,
+  description,
+  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' }
+}
+---
+
+<BaseLayout title={title} description={metaDescription} ogImage={pack.bannerUrl}>
+  <script
+    is:inline
+    slot="head"
+    type="application/ld+json"
+    set:html={escapeJsonLd(softwareJsonLd)}
+  />
+  <PackDetail pack={pack} />
+</BaseLayout>

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

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

apps/website/src/pages/download.astro

@@ -7,9 +7,14 @@ import ReasonSection from '../components/product/local/ReasonSection.vue'
 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'
 ---
 
-<BaseLayout title="Download Comfy — Run AI Locally">
+<BaseLayout
+  title="Download Comfy — Run AI Locally"
+  description={t('download.hero.subtitle', 'en')}
+  keywords={['comfyui app', 'comfyui desktop app', 'comfy ui application', 'comfyui download', 'download comfyui', 'comfyui windows', 'comfyui mac', 'comfyui linux', 'comfyui local']}
+>
   <CloudBannerSection />
   <HeroSection client:load />
   <ReasonSection />

apps/website/src/pages/index.astro

@@ -8,9 +8,14 @@ import UseCaseSection from '../components/home/UseCaseSection.vue'
 import CaseStudySpotlightSection from '../components/home/CaseStudySpotlightSection.vue'
 import GetStartedSection from '../components/home/GetStartedSection.vue'
 import BuildWhatSection from '../components/home/BuildWhatSection.vue'
+import { t } from '../i18n/translations'
 ---
 
-<BaseLayout title="Comfy — Professional Control of Visual AI">
+<BaseLayout
+  title="Comfy — Professional Control of Visual AI"
+  description={t('hero.subtitle', 'en')}
+  keywords={['comfyui app', 'comfyui web app', 'comfy ui application', 'comfyui application', 'comfy app', 'comfyui', 'visual ai app', 'node-based ai', 'generative ai workflows']}
+>
   <HeroSection client:load />
   <SocialProofBarSection />
   <ProductShowcaseSection client:load />

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

@@ -0,0 +1,185 @@
+---
+import type { GetStaticPaths } from 'astro'
+import BaseLayout from '../../../layouts/BaseLayout.astro'
+import ModelHeroSection from '../../../components/models/ModelHeroSection.vue'
+import { models, getModelBySlug } from '../../../config/models'
+import { t } from '../../../i18n/translations'
+
+export const getStaticPaths: GetStaticPaths = () => {
+  return models.map((model) => ({
+    params: { slug: model.slug }
+  }))
+}
+
+const { slug } = Astro.params
+const model = getModelBySlug(slug as string)!
+
+if (model.canonicalSlug) {
+  return Astro.redirect(`/p/supported-models/${model.canonicalSlug}`, 301)
+}
+
+const { displayName } = model
+const canonicalURL = new URL(`/p/supported-models/${model.slug}`, Astro.site)
+
+const dirDescriptions: Record<string, string> = {
+  diffusion_models: 'a diffusion model that generates images or video from text and image prompts',
+  checkpoints: 'an all-in-one checkpoint model that bundles a diffusion model, text encoder, and VAE',
+  loras: 'a LoRA (Low-Rank Adaptation) that fine-tunes an existing model for a specific style or subject',
+  controlnet: 'a ControlNet that steers image generation using structural guides like depth maps, edges, or poses',
+  clip_vision: 'a CLIP Vision encoder that converts images into embeddings for conditioning or style transfer',
+  vae: 'a VAE (Variational Autoencoder) that encodes and decodes latent representations',
+  text_encoders: 'a text encoder that converts prompts into embeddings used to guide generation',
+  audio_encoders: 'an audio encoder that converts audio into embeddings for audio-conditioned generation',
+  upscale_models: 'an upscale model that increases image resolution while preserving or enhancing detail',
+  latent_upscale_models: 'a latent upscale model that refines latents at higher resolution before decoding',
+  style_models: 'a style model that transfers artistic style onto generated images',
+  model_patches: 'a model patch that modifies or extends the behavior of an existing base model',
+  partner_nodes: 'a cloud API model accessible through ComfyUI partner nodes without local hardware requirements'
+}
+
+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',
+  name: displayName,
+  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',
+  '@type': 'FAQPage',
+  mainEntity: [
+    {
+      '@type': 'Question',
+      name: `What is ${displayName}?`,
+      acceptedAnswer: {
+        '@type': 'Answer',
+        text: whatIsDescription
+      }
+    },
+    {
+      '@type': 'Question',
+      name: `How do I use ${displayName} in ComfyUI?`,
+      acceptedAnswer: {
+        '@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.`
+      }
+    },
+    {
+      '@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.`
+      }
+    },
+    {
+      '@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.` : `${displayName} is available as a cloud API through Comfy Cloud.`} You only pay for compute when running on Comfy Cloud; local inference on your own hardware is always free.`
+      }
+    }
+  ]
+}
+
+const pageTitle = `${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}
+>
+  <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}
+    huggingFaceUrl={model.huggingFaceUrl}
+    docsUrl={model.docsUrl}
+    blogUrl={model.blogUrl}
+    hubSlug={model.hubSlug}
+    workflowCount={model.workflowCount}
+    directory={model.directory}
+  />
+
+  <section class="mx-auto max-w-7xl px-6 py-16 lg:px-8">
+    <h2 class="text-2xl font-bold text-primary-comfy-canvas lg:text-3xl">
+      {t('models.whatIs.heading').replace('{name}', displayName)}
+    </h2>
+    <p class="mt-4 max-w-3xl text-base/relaxed text-primary-comfy-canvas/70 lg:text-lg/relaxed">
+      {whatIsDescription}
+    </p>
+    {model.docsUrl && (
+      <a
+        href={model.docsUrl}
+        target="_blank"
+        rel="noopener noreferrer"
+        class="mt-6 inline-block text-primary-comfy-yellow hover:underline"
+      >
+        {t('models.whatIs.tutorialLink')}
+      </a>
+    )}
+  </section>
+
+  <section>
+    {/* TODO: workflow gallery — pulls from hub API */}
+  </section>
+
+  <section>
+    {/* TODO: shared HowComfyWorks component */}
+  </section>
+</BaseLayout>

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

@@ -0,0 +1,68 @@
+---
+import BaseLayout from '../../../layouts/BaseLayout.astro'
+import { models } from '../../../config/models'
+import { t } from '../../../i18n/translations'
+
+const title = t('models.index.title')
+const subtitle = t('models.index.subtitle')
+
+const dirLabel: Record<string, string> = {
+  diffusion_models: 'Diffusion',
+  checkpoints: 'Checkpoint',
+  loras: 'LoRA',
+  controlnet: 'ControlNet',
+  clip_vision: 'CLIP Vision',
+  model_patches: 'Patch',
+  vae: 'VAE',
+  text_encoders: 'Text Encoder',
+  audio_encoders: 'Audio Encoder',
+  latent_upscale_models: 'Latent Upscale',
+  upscale_models: 'Upscale',
+  style_models: 'Style',
+  partner_nodes: 'Partner Node'
+}
+---
+
+<BaseLayout
+  title={`${title} — Comfy`}
+  description={subtitle}
+>
+  <div class="mx-auto max-w-7xl px-6 py-16 lg:px-8 lg:py-24">
+    <header class="mb-12">
+      <p
+        class="mb-2 text-sm font-medium uppercase tracking-widest text-primary-comfy-yellow"
+      >
+        {t('models.hero.eyebrow')}
+      </p>
+      <h1 class="text-4xl font-bold text-primary-comfy-canvas lg:text-6xl">
+        {title}
+      </h1>
+      <p class="mt-4 max-w-2xl text-lg text-primary-comfy-canvas/70">
+        {subtitle}
+      </p>
+    </header>
+
+    <ul class="grid gap-4 sm:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4">
+      {models.map((model) => (
+        <li>
+          <a
+            href={`/p/supported-models/${model.slug}`}
+            class="flex h-full flex-col gap-3 rounded-xl border border-white/10 p-5 transition-colors hover:border-white/25 hover:bg-white/5"
+          >
+            <div class="flex items-start justify-between gap-2">
+              <span class="text-base font-semibold leading-tight text-primary-comfy-canvas">
+                {model.displayName}
+              </span>
+              <span class="shrink-0 rounded-full bg-white/10 px-2 py-0.5 text-xs font-medium text-primary-comfy-canvas/70">
+                {dirLabel[model.directory] ?? model.directory}
+              </span>
+            </div>
+            <p class="mt-auto text-xs text-primary-comfy-canvas/50">
+              {model.workflowCount} workflows
+            </p>
+          </a>
+        </li>
+      ))}
+    </ul>
+  </div>
+</BaseLayout>

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

@@ -7,9 +7,14 @@ import AudienceSection from '../../../components/product/cloud/AudienceSection.v
 import PricingSection from '../../../components/product/cloud/PricingSection.vue'
 import ProductCardsSection from '../../../components/product/cloud/ProductCardsSection.vue'
 import FAQSection from '../../../components/product/cloud/FAQSection.vue'
+import { t } from '../../../i18n/translations'
 ---
 
-<BaseLayout title="Comfy Cloud — 云端 AI">
+<BaseLayout
+  title="Comfy Cloud — 云端 AI"
+  description={t('cloud.hero.subtitle', 'zh-CN')}
+  keywords={['comfyui web app', 'comfyui app', 'comfyui online', 'comfyui cloud', 'ComfyUI 网页版', 'ComfyUI 云端', 'ComfyUI 应用', 'Comfy Cloud', '云端 ComfyUI']}
+>
   <HeroSection locale="zh-CN" />
   <ReasonSection locale="zh-CN" />
   <AIModelsSection locale="zh-CN" />

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

@@ -0,0 +1,42 @@
+---
+import BaseLayout from '../../../layouts/BaseLayout.astro'
+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'
+
+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,
+    name: pack.displayName,
+    image: pack.bannerUrl || pack.iconUrl
+  }))
+}
+---
+
+<BaseLayout
+  title={t('cloudNodes.meta.title', 'zh-CN')}
+  description={t('cloudNodes.meta.description', 'zh-CN')}
+>
+  <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

@@ -0,0 +1,63 @@
+---
+import type { GetStaticPaths } from 'astro'
+
+import type { Pack } from '../../../../data/cloudNodes'
+
+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'
+
+export const getStaticPaths: GetStaticPaths = async () => {
+  const packs = await loadPacksForBuild()
+  return packs.map((pack) => ({
+    params: { pack: pack.id },
+    props: { pack }
+  }))
+}
+
+const { pack } = Astro.props as { pack: Pack }
+const fallbackDescription = t('cloudNodes.card.unavailableDescription', 'zh-CN')
+const description = pack.description || fallbackDescription
+const title = t('cloudNodes.detail.metaTitle', 'zh-CN').replace(
+  '{pack}',
+  pack.displayName
+)
+const metaDescription = t('cloudNodes.detail.metaDescription', 'zh-CN')
+  .replace('{pack}', pack.displayName)
+  .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',
+  name: pack.displayName,
+  applicationCategory: 'DeveloperApplication',
+  applicationSubCategory: 'ComfyUI custom-node pack',
+  operatingSystem: 'Comfy Cloud (managed)',
+  url: pageUrl,
+  description,
+  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' }
+}
+---
+
+<BaseLayout title={title} description={metaDescription} ogImage={pack.bannerUrl}>
+  <script
+    is:inline
+    slot="head"
+    type="application/ld+json"
+    set:html={escapeJsonLd(softwareJsonLd)}
+  />
+  <PackDetail pack={pack} locale="zh-CN" />
+</BaseLayout>

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

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

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

@@ -7,9 +7,14 @@ import ReasonSection from '../../components/product/local/ReasonSection.vue'
 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'
 ---
 
-<BaseLayout title="下载 — Comfy">
+<BaseLayout
+  title="下载 — Comfy"
+  description={t('download.hero.subtitle', 'zh-CN')}
+  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" />
   <HeroSection locale="zh-CN" client:load />
   <ReasonSection locale="zh-CN" />

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

@@ -8,9 +8,14 @@ import UseCaseSection from '../../components/home/UseCaseSection.vue'
 import CaseStudySpotlightSection from '../../components/home/CaseStudySpotlightSection.vue'
 import GetStartedSection from '../../components/home/GetStartedSection.vue'
 import BuildWhatSection from '../../components/home/BuildWhatSection.vue'
+import { t } from '../../i18n/translations'
 ---
 
-<BaseLayout title="Comfy — 视觉 AI 的最强可控性">
+<BaseLayout
+  title="Comfy — 视觉 AI 的最强可控性"
+  description={t('hero.subtitle', 'zh-CN')}
+  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 />
   <SocialProofBarSection />
   <ProductShowcaseSection locale="zh-CN" client:load />

apps/website/src/styles/global.css

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

apps/website/src/utils/cloudNodes.build.ts

@@ -0,0 +1,27 @@
+import type { Pack } from '../data/cloudNodes'
+
+import { fetchCloudNodesForBuild } from './cloudNodes'
+import { reportCloudNodesOutcome } from './cloudNodes.ci'
+
+/**
+ * Resolve the list of packs to render at build time.
+ *
+ * Used by both the index page and the per-pack detail pages so that the
+ * static index and the static detail routes are always derived from the
+ * same source. `fetchCloudNodesForBuild` is memoized on a module-level
+ * `inflight` promise, so repeated calls in the same build process share a
+ * single network round-trip and the same outcome.
+ */
+export async function loadPacksForBuild(): Promise<Pack[]> {
+  const outcome = await fetchCloudNodesForBuild()
+  reportCloudNodesOutcome(outcome)
+
+  if (outcome.status === 'failed') {
+    throw new Error(
+      `Cloud nodes fetch failed and no snapshot is available. Reason: ${outcome.reason}. ` +
+        'Run `pnpm --filter @comfyorg/website cloud-nodes:refresh-snapshot` locally and commit the snapshot.'
+    )
+  }
+
+  return outcome.snapshot.packs
+}

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

@@ -0,0 +1,121 @@
+import { mkdtempSync, readFileSync, rmSync, writeFileSync } from 'node:fs'
+import { tmpdir } from 'node:os'
+import { join } from 'node:path'
+
+import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
+
+import type { FetchOutcome } from './cloudNodes'
+import type { NodesSnapshot } from '../data/cloudNodes'
+
+import {
+  reportCloudNodesOutcome,
+  resetCloudNodesReporterForTests
+} from './cloudNodes.ci'
+
+function baseSnapshot(): NodesSnapshot {
+  return {
+    fetchedAt: new Date().toISOString(),
+    packs: [
+      {
+        id: 'pack-id',
+        displayName: 'Pack',
+        nodes: [
+          {
+            name: 'NodeClass',
+            displayName: 'Node Class',
+            category: 'misc'
+          }
+        ]
+      }
+    ]
+  }
+}
+
+function freshOutcome(droppedCount = 0): FetchOutcome {
+  return {
+    status: 'fresh',
+    droppedCount,
+    droppedNodes:
+      droppedCount === 0
+        ? []
+        : [{ name: 'BadNode', reason: 'invalid display_name' }],
+    snapshot: baseSnapshot()
+  }
+}
+
+describe('reportCloudNodesOutcome', () => {
+  let writeSpy: ReturnType<typeof vi.spyOn>
+  let summaryDir: string
+  let summaryPath: string
+  const originalSummary = process.env.GITHUB_STEP_SUMMARY
+
+  beforeEach(() => {
+    resetCloudNodesReporterForTests()
+    writeSpy = vi.spyOn(process.stdout, 'write').mockImplementation(() => true)
+    summaryDir = mkdtempSync(join(tmpdir(), 'cloud-nodes-summary-'))
+    summaryPath = join(summaryDir, 'summary.md')
+    writeFileSync(summaryPath, '')
+    process.env.GITHUB_STEP_SUMMARY = summaryPath
+  })
+
+  afterEach(() => {
+    writeSpy.mockRestore()
+    rmSync(summaryDir, { recursive: true, force: true })
+    if (originalSummary === undefined) delete process.env.GITHUB_STEP_SUMMARY
+    else process.env.GITHUB_STEP_SUMMARY = originalSummary
+  })
+
+  it('emits nothing on a clean fresh outcome', () => {
+    reportCloudNodesOutcome(freshOutcome(0))
+    expect(writeSpy).not.toHaveBeenCalled()
+    expect(readFileSync(summaryPath, 'utf8')).toContain('Fresh')
+  })
+
+  it('emits exactly one set of annotations across repeated calls', () => {
+    reportCloudNodesOutcome(freshOutcome(1))
+    reportCloudNodesOutcome(freshOutcome(1))
+    expect(writeSpy).toHaveBeenCalledTimes(1)
+    const annotation = writeSpy.mock.calls[0]?.[0] as string
+    expect(annotation).toContain(
+      '::warning title=Cloud nodes: dropped 1 invalid'
+    )
+    expect(readFileSync(summaryPath, 'utf8')).toContain('Dropped')
+  })
+
+  it('emits ::error for auth failures in a stale outcome', () => {
+    reportCloudNodesOutcome({
+      status: 'stale',
+      reason: 'HTTP 401 Unauthorized',
+      snapshot: baseSnapshot()
+    })
+    const annotation = writeSpy.mock.calls[0]?.[0] as string
+    expect(annotation).toContain(
+      '::error title=Cloud nodes authentication failed'
+    )
+  })
+
+  it('emits ::warning for missing-env stale outcomes', () => {
+    reportCloudNodesOutcome({
+      status: 'stale',
+      reason: 'missing WEBSITE_CLOUD_API_KEY',
+      snapshot: baseSnapshot()
+    })
+    const annotation = writeSpy.mock.calls[0]?.[0] as string
+    expect(annotation).toContain('::warning title=Cloud nodes integration')
+  })
+
+  it('emits ::error for a failed outcome and writes no fresh-only sections', () => {
+    reportCloudNodesOutcome({
+      status: 'failed',
+      reason: 'HTTP 500 Server Error'
+    })
+    const annotation = writeSpy.mock.calls[0]?.[0] as string
+    expect(annotation).toContain('::error title=Cloud nodes fetch failed')
+    expect(readFileSync(summaryPath, 'utf8')).toContain('Failed')
+  })
+
+  it('does not throw when GITHUB_STEP_SUMMARY is not set', () => {
+    delete process.env.GITHUB_STEP_SUMMARY
+    expect(() => reportCloudNodesOutcome(freshOutcome(0))).not.toThrow()
+  })
+})

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

@@ -0,0 +1,115 @@
+import { appendFileSync } from 'node:fs'
+
+import type { FetchOutcome } from './cloudNodes'
+
+let hasReported = false
+
+export function resetCloudNodesReporterForTests(): void {
+  hasReported = false
+}
+
+export function reportCloudNodesOutcome(outcome: FetchOutcome): void {
+  if (hasReported) return
+  hasReported = true
+
+  const lines = buildAnnotations(outcome)
+  for (const line of lines) {
+    process.stdout.write(`${line}\n`)
+  }
+
+  const summaryPath = process.env.GITHUB_STEP_SUMMARY
+  if (summaryPath) {
+    try {
+      appendFileSync(summaryPath, buildStepSummary(outcome))
+    } catch {
+      // Writing the summary is best-effort; do not fail the build if the
+      // runner's summary file is unavailable (e.g. local dev).
+    }
+  }
+}
+
+function buildAnnotations(outcome: FetchOutcome): string[] {
+  if (outcome.status === 'fresh') {
+    if (outcome.droppedCount === 0) return []
+    const nodeCount = outcome.droppedCount === 1 ? 'node' : 'nodes'
+    const drops = outcome.droppedNodes
+      .map((d) => {
+        const name = escapeAnnotation(d.name ? `"${d.name}"` : '(unnamed)')
+        const reason = escapeAnnotation(d.reason)
+        return `  - ${name}: ${reason}`
+      })
+      .join('%0A')
+    return [
+      `::warning title=Cloud nodes: dropped ${outcome.droppedCount} invalid ${nodeCount}::Dropped nodes:%0A${drops}%0A%0AAction items:%0A  1. Verify node definitions returned by cloud /api/object_info.%0A  2. If a valid node shape changed, update @comfyorg/object-info-parser/src/schemas/nodeDefSchema.ts and add tests.%0A  3. Dropped nodes are not shown on /cloud/supported-nodes until fixed.`
+    ]
+  }
+
+  if (outcome.status === 'stale') {
+    return [staleAnnotation(outcome.reason)]
+  }
+
+  return [
+    `::error title=Cloud nodes fetch failed and no snapshot is available::Cannot build cloud nodes page without data.%0A%0AReason: ${escapeAnnotation(outcome.reason)}%0A%0AAction items:%0A  1. Run \`pnpm --filter @comfyorg/website cloud-nodes:refresh-snapshot\` locally with a valid WEBSITE_CLOUD_API_KEY.%0A  2. Commit apps/website/src/data/cloud-nodes.snapshot.json.%0A  3. Push and re-run CI.`
+  ]
+}
+
+function staleAnnotation(reason: string): string {
+  const escaped = escapeAnnotation(reason)
+  if (reason.startsWith('missing ')) {
+    return `::warning title=Cloud nodes integration::${escaped}. Falling back to committed snapshot.%0A%0AAction items:%0A  1. If you're a contributor without key access, this is expected. The snapshot will be used.%0A  2. If this is CI, check that the \`WEBSITE_CLOUD_API_KEY\` secret exists in the repo and is referenced in .github/workflows/ci-website-build.yaml.`
+  }
+  if (reason.startsWith('HTTP 401') || reason.startsWith('HTTP 403')) {
+    return `::error title=Cloud nodes authentication failed::${escaped}. The WEBSITE_CLOUD_API_KEY is missing, invalid, or revoked. Build continues with the last-known-good snapshot.%0A%0AAction items:%0A  1. Verify the Cloud API key is active and scoped for /api/object_info.%0A  2. Update the \`WEBSITE_CLOUD_API_KEY\` secret in GitHub Actions and Vercel.%0A  3. Re-run this workflow.`
+  }
+  if (reason.startsWith('envelope')) {
+    return `::error title=Cloud nodes schema mismatch::${escaped}. The Cloud API contract likely changed. Build continues with the snapshot, but future updates will fail until schema is fixed.%0A%0AAction items:%0A  1. Check cloud/services/ingest/openapi.yaml for /api/object_info changes.%0A  2. Update apps/website/src/utils/cloudNodes.schema.ts and @comfyorg/object-info-parser schema as needed.`
+  }
+  return `::warning title=Cloud nodes API unavailable::${escaped}. Using last-known-good snapshot.%0A%0AAction items:%0A  1. Check cloud service health.%0A  2. Re-run this workflow once cloud.comfy.org is healthy.`
+}
+
+function escapeAnnotation(value: string): string {
+  return value.replace(/%/g, '%25').replace(/\r/g, '%0D').replace(/\n/g, '%0A')
+}
+
+function buildStepSummary(outcome: FetchOutcome): string {
+  const header = '## ☁️ Cloud nodes\n'
+  const rows: Array<[string, string]> = []
+
+  if (outcome.status === 'fresh') {
+    rows.push(['Status', '✅ Fresh (fetched from Cloud API)'])
+    rows.push(['Packs', String(outcome.snapshot.packs.length)])
+    rows.push([
+      'Nodes',
+      String(outcome.snapshot.packs.reduce((n, p) => n + p.nodes.length, 0))
+    ])
+    rows.push(['Dropped', String(outcome.droppedCount)])
+  } else if (outcome.status === 'stale') {
+    rows.push(['Status', '⚠️ Stale (using snapshot — Cloud fetch failed)'])
+    rows.push(['Packs', String(outcome.snapshot.packs.length)])
+    rows.push([
+      'Nodes',
+      String(outcome.snapshot.packs.reduce((n, p) => n + p.nodes.length, 0))
+    ])
+    rows.push(['Reason', outcome.reason])
+    rows.push(['Snapshot age', describeSnapshotAge(outcome.snapshot.fetchedAt)])
+  } else {
+    rows.push(['Status', '❌ Failed (no snapshot available)'])
+    rows.push(['Reason', outcome.reason])
+  }
+
+  const table =
+    '| | |\n|---|---|\n' +
+    rows.map(([k, v]) => `| **${k}** | ${v} |`).join('\n') +
+    '\n'
+
+  return `${header}${table}\n`
+}
+
+function describeSnapshotAge(fetchedAt: string): string {
+  const fetched = new Date(fetchedAt).getTime()
+  if (Number.isNaN(fetched)) return 'unknown'
+  const days = Math.floor((Date.now() - fetched) / 86_400_000)
+  if (days <= 0) return 'today'
+  if (days === 1) return '1 day'
+  return `${days} days`
+}

apps/website/src/utils/cloudNodes.registry.test.ts

@@ -0,0 +1,77 @@
+import { describe, expect, it, vi } from 'vitest'
+
+import {
+  DEFAULT_REGISTRY_BASE_URL,
+  fetchRegistryPacks
+} from './cloudNodes.registry'
+
+function jsonResponse(
+  body: unknown,
+  init: Partial<ResponseInit> = {}
+): Response {
+  return new Response(JSON.stringify(body), {
+    status: 200,
+    headers: { 'content-type': 'application/json' },
+    ...init
+  })
+}
+
+describe('fetchRegistryPacks', () => {
+  it('requests node ids in batches of 50', async () => {
+    const ids = Array.from({ length: 120 }, (_, i) => `pack-${i}`)
+    const fetchImpl = vi.fn(async (input: RequestInfo | URL) => {
+      const url = new URL(String(input))
+      const batchIds = url.searchParams.getAll('node_id')
+      return jsonResponse({
+        nodes: batchIds.map((id) => ({ id, name: id })),
+        total: batchIds.length,
+        page: 1,
+        limit: 50
+      })
+    })
+
+    const result = await fetchRegistryPacks(ids, {
+      fetchImpl: fetchImpl as typeof fetch
+    })
+
+    expect(fetchImpl).toHaveBeenCalledTimes(3)
+    expect(result.size).toBe(120)
+    const firstCallUrl = new URL(String(fetchImpl.mock.calls[0]?.[0]))
+    expect(firstCallUrl.origin).toBe(DEFAULT_REGISTRY_BASE_URL)
+    expect(firstCallUrl.pathname).toBe('/nodes')
+    expect(firstCallUrl.searchParams.getAll('node_id')).toHaveLength(50)
+  })
+
+  it('retries a failed batch once and then succeeds', async () => {
+    const fetchImpl = vi
+      .fn<(input: RequestInfo | URL, init?: RequestInit) => Promise<Response>>()
+      .mockResolvedValueOnce(new Response('{}', { status: 503 }))
+      .mockResolvedValueOnce(
+        jsonResponse({
+          nodes: [{ id: 'pack-1', name: 'Pack One' }],
+          total: 1,
+          page: 1,
+          limit: 50
+        })
+      )
+
+    const result = await fetchRegistryPacks(['pack-1'], {
+      fetchImpl: fetchImpl as unknown as typeof fetch
+    })
+
+    expect(fetchImpl).toHaveBeenCalledTimes(2)
+    expect(result.get('pack-1')?.name).toBe('Pack One')
+  })
+
+  it('returns an empty map when all batches fail (soft failure)', async () => {
+    const ids = ['pack-a', 'pack-b']
+    const fetchImpl = vi.fn(async () => new Response('{}', { status: 500 }))
+
+    const result = await fetchRegistryPacks(ids, {
+      fetchImpl: fetchImpl as typeof fetch
+    })
+
+    expect(fetchImpl).toHaveBeenCalledTimes(2)
+    expect(result.size).toBe(0)
+  })
+})

apps/website/src/utils/cloudNodes.registry.ts

@@ -0,0 +1,197 @@
+import { z } from 'zod'
+
+import type { components } from '@comfyorg/registry-types'
+
+export const DEFAULT_REGISTRY_BASE_URL = 'https://api.comfy.org'
+const DEFAULT_TIMEOUT_MS = 5_000
+const BATCH_SIZE = 50
+
+export type RegistryPack = components['schemas']['Node']
+
+const RegistryPackSchema = z
+  .object({
+    id: z.string().optional(),
+    name: z.string().optional(),
+    description: z.string().optional(),
+    icon: z.string().optional(),
+    banner_url: z.string().optional(),
+    repository: z.string().optional(),
+    license: z.string().optional(),
+    downloads: z.number().optional(),
+    github_stars: z.number().optional(),
+    created_at: z.string().optional(),
+    supported_os: z.array(z.string()).optional(),
+    supported_accelerators: z.array(z.string()).optional(),
+    publisher: z
+      .object({
+        id: z.string().optional(),
+        name: z.string().optional()
+      })
+      .passthrough()
+      .optional(),
+    latest_version: z
+      .object({
+        version: z.string().optional(),
+        createdAt: z.string().optional()
+      })
+      .passthrough()
+      .optional()
+  })
+  .passthrough()
+
+const RegistryListResponseSchema = z
+  .object({
+    nodes: z.array(RegistryPackSchema)
+  })
+  .passthrough()
+
+interface FetchRegistryOptions {
+  baseUrl?: string
+  timeoutMs?: number
+  fetchImpl?: typeof fetch
+}
+
+export async function fetchRegistryPacks(
+  packIds: readonly string[],
+  options: FetchRegistryOptions = {}
+): Promise<Map<string, RegistryPack | null>> {
+  const uniquePackIds = [...new Set(packIds.filter((id) => id.length > 0))]
+  if (uniquePackIds.length === 0) {
+    return new Map()
+  }
+
+  const baseUrl = options.baseUrl ?? DEFAULT_REGISTRY_BASE_URL
+  const timeoutMs = clampTimeoutMs(options.timeoutMs)
+  const fetchImpl = options.fetchImpl ?? fetch
+
+  const batches = chunk(uniquePackIds, BATCH_SIZE)
+  const resolved = new Map<string, RegistryPack | null>()
+  let successCount = 0
+  let failureCount = 0
+
+  for (const batch of batches) {
+    const nodes = await fetchBatchWithRetry(
+      fetchImpl,
+      baseUrl,
+      batch,
+      timeoutMs
+    )
+    if (!nodes) {
+      failureCount += 1
+      for (const packId of batch) {
+        resolved.set(packId, null)
+      }
+      continue
+    }
+
+    successCount += 1
+    const nodesById = new Map(
+      nodes
+        .map((node) => [node.id, node] as const)
+        .filter(([id]) => typeof id === 'string' && id.length > 0)
+    )
+
+    for (const packId of batch) {
+      resolved.set(packId, nodesById.get(packId) ?? null)
+    }
+  }
+
+  if (failureCount > 0) {
+    console.warn(
+      `[cloud-nodes] registry enrichment: ${successCount}/${batches.length} batches succeeded, ${failureCount} failed`
+    )
+  }
+
+  if (successCount === 0) {
+    return new Map()
+  }
+
+  return resolved
+}
+
+async function fetchBatchWithRetry(
+  fetchImpl: typeof fetch,
+  baseUrl: string,
+  packIds: readonly string[],
+  timeoutMs: number
+): Promise<RegistryPack[] | null> {
+  const firstAttempt = await fetchBatch(fetchImpl, baseUrl, packIds, timeoutMs)
+  if (firstAttempt.kind === 'ok') {
+    return firstAttempt.nodes
+  }
+  if (!firstAttempt.retryable) {
+    return null
+  }
+
+  const secondAttempt = await fetchBatch(fetchImpl, baseUrl, packIds, timeoutMs)
+  if (secondAttempt.kind === 'ok') {
+    return secondAttempt.nodes
+  }
+  return null
+}
+
+type BatchResponse =
+  | { kind: 'ok'; nodes: RegistryPack[] }
+  | { kind: 'err'; retryable: boolean }
+
+async function fetchBatch(
+  fetchImpl: typeof fetch,
+  baseUrl: string,
+  packIds: readonly string[],
+  timeoutMs: number
+): Promise<BatchResponse> {
+  const params = new URLSearchParams()
+  for (const packId of packIds) {
+    params.append('node_id', packId)
+  }
+
+  const controller = new AbortController()
+  const timer = setTimeout(() => controller.abort(), timeoutMs)
+
+  try {
+    const res = await fetchImpl(`${baseUrl}/nodes?${params.toString()}`, {
+      method: 'GET',
+      headers: {
+        Accept: 'application/json'
+      },
+      signal: controller.signal
+    })
+
+    if (!res.ok) {
+      return {
+        kind: 'err',
+        retryable: res.status === 429 || (res.status >= 500 && res.status < 600)
+      }
+    }
+
+    const rawBody: unknown = await res.json()
+    const parsed = RegistryListResponseSchema.safeParse(rawBody)
+    if (!parsed.success) {
+      return { kind: 'err', retryable: false }
+    }
+    return { kind: 'ok', nodes: parsed.data.nodes as RegistryPack[] }
+  } catch {
+    return { kind: 'err', retryable: true }
+  } finally {
+    clearTimeout(timer)
+  }
+}
+
+function chunk<T>(values: readonly T[], size: number): T[][] {
+  const chunks: T[][] = []
+  for (let i = 0; i < values.length; i += size) {
+    chunks.push(values.slice(i, i + size))
+  }
+  return chunks
+}
+
+function clampTimeoutMs(candidate: number | undefined): number {
+  if (
+    typeof candidate !== 'number' ||
+    !Number.isFinite(candidate) ||
+    candidate <= 0
+  ) {
+    return DEFAULT_TIMEOUT_MS
+  }
+  return Math.floor(candidate)
+}

apps/website/src/utils/cloudNodes.schema.ts

@@ -0,0 +1,3 @@
+import { z } from 'zod'
+
+export const CloudNodesEnvelopeSchema = z.record(z.unknown())

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

@@ -0,0 +1,309 @@
+import { mkdtempSync, rmSync, writeFileSync } from 'node:fs'
+import { tmpdir } from 'node:os'
+import { join } from 'node:path'
+import { pathToFileURL } from 'node:url'
+
+import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
+
+import type { NodesSnapshot } from '../data/cloudNodes'
+import type * as ObjectInfoParser from '@comfyorg/object-info-parser'
+
+const fetchRegistryPacksMock = vi.hoisted(() => vi.fn(async () => new Map()))
+const sanitizeCallSpy = vi.hoisted(() => vi.fn())
+
+vi.mock('./cloudNodes.registry', () => ({
+  DEFAULT_REGISTRY_BASE_URL: 'https://api.comfy.org',
+  fetchRegistryPacks: fetchRegistryPacksMock
+}))
+
+vi.mock('@comfyorg/object-info-parser', async (importOriginal) => {
+  const actual = (await importOriginal()) as typeof ObjectInfoParser
+  return {
+    ...actual,
+    sanitizeUserContent: (
+      defs: Parameters<typeof actual.sanitizeUserContent>[0]
+    ) => {
+      sanitizeCallSpy(defs)
+      return actual.sanitizeUserContent(defs)
+    }
+  }
+})
+
+import {
+  fetchCloudNodesForBuild,
+  resetCloudNodesFetcherForTests
+} from './cloudNodes'
+
+const BASE_URL = 'https://cloud.test'
+const KEY = 'cloud-secret'
+
+function validNode(
+  overrides: Partial<Record<string, unknown>> = {}
+): Record<string, unknown> {
+  return {
+    name: 'ImpactNode',
+    display_name: 'Impact Node',
+    description: 'Node description',
+    category: 'impact/testing',
+    output_node: false,
+    python_module: 'custom_nodes.comfyui-impact-pack.nodes',
+    ...overrides
+  }
+}
+
+function response(body: unknown, init: Partial<ResponseInit> = {}): Response {
+  return new Response(JSON.stringify(body), {
+    status: 200,
+    headers: { 'content-type': 'application/json' },
+    ...init
+  })
+}
+
+function makeSnapshot(packCount = 1): NodesSnapshot {
+  const packs = Array.from({ length: packCount }, (_, i) => ({
+    id: `snapshot-pack-${i}`,
+    displayName: `Snapshot Pack ${i}`,
+    nodes: [
+      {
+        name: `SnapshotNode${i}`,
+        displayName: `Snapshot Node ${i}`,
+        category: 'snapshot'
+      }
+    ]
+  }))
+
+  return {
+    fetchedAt: '2026-04-01T00:00:00.000Z',
+    packs
+  }
+}
+
+function withSnapshotDir(snapshot: NodesSnapshot | null): URL {
+  const dir = mkdtempSync(join(tmpdir(), 'cloud-nodes-test-'))
+  const file = join(dir, 'cloud-nodes.snapshot.json')
+  if (snapshot) writeFileSync(file, JSON.stringify(snapshot))
+  return pathToFileURL(file)
+}
+
+describe('fetchCloudNodesForBuild', () => {
+  const savedCloudApiKey = process.env.WEBSITE_CLOUD_API_KEY
+
+  beforeEach(() => {
+    resetCloudNodesFetcherForTests()
+    fetchRegistryPacksMock.mockReset()
+    fetchRegistryPacksMock.mockResolvedValue(new Map())
+    sanitizeCallSpy.mockReset()
+    delete process.env.WEBSITE_CLOUD_API_KEY
+  })
+
+  afterEach(() => {
+    vi.restoreAllMocks()
+    process.env.WEBSITE_CLOUD_API_KEY = savedCloudApiKey
+  })
+
+  it('returns fresh when API succeeds', async () => {
+    fetchRegistryPacksMock.mockResolvedValue(
+      new Map([
+        [
+          'comfyui-impact-pack',
+          {
+            id: 'comfyui-impact-pack',
+            name: 'ComfyUI Impact Pack',
+            repository: 'https://github.com/ltdrdata/ComfyUI-Impact-Pack'
+          }
+        ]
+      ])
+    )
+
+    const fetchImpl = vi.fn(async () => response({ ImpactNode: validNode() }))
+    const outcome = await fetchCloudNodesForBuild({
+      apiKey: KEY,
+      baseUrl: BASE_URL,
+      fetchImpl: fetchImpl as typeof fetch
+    })
+
+    expect(outcome.status).toBe('fresh')
+    if (outcome.status !== 'fresh') return
+    expect(outcome.droppedCount).toBe(0)
+    expect(outcome.snapshot.packs).toHaveLength(1)
+    expect(outcome.snapshot.packs[0]?.repoUrl).toBe(
+      'https://github.com/ltdrdata/ComfyUI-Impact-Pack'
+    )
+  })
+
+  it('drops invalid nodes individually and keeps valid nodes', async () => {
+    const snapshotUrl = withSnapshotDir(makeSnapshot())
+    const fetchImpl = vi.fn(async () =>
+      response({
+        ValidNode: validNode({ name: 'ValidNode' }),
+        BrokenNode: {
+          name: 'BrokenNode',
+          python_module: 'custom_nodes.some-pack'
+        }
+      })
+    )
+    const outcome = await fetchCloudNodesForBuild({
+      apiKey: KEY,
+      baseUrl: BASE_URL,
+      snapshotUrl,
+      fetchImpl: fetchImpl as typeof fetch
+    })
+
+    expect(outcome.status).toBe('fresh')
+    if (outcome.status !== 'fresh') return
+    expect(outcome.droppedCount).toBe(1)
+    expect(outcome.droppedNodes[0]?.name).toBe('BrokenNode')
+    expect(outcome.snapshot.packs[0]?.nodes).toHaveLength(1)
+    rmSync(new URL('.', snapshotUrl), { recursive: true, force: true })
+  })
+
+  it('applies sanitizer before grouping', async () => {
+    const fetchImpl = vi.fn(async () =>
+      response({
+        LoadImage: validNode({
+          name: 'LoadImage',
+          python_module: 'nodes',
+          input: {
+            required: {
+              image: [['private.png', 'public.webp'], {}]
+            }
+          }
+        }),
+        ImpactNode: validNode({
+          input: {
+            required: {
+              choice: [['safe', 'movie.mov'], {}]
+            }
+          }
+        })
+      })
+    )
+
+    await fetchCloudNodesForBuild({
+      apiKey: KEY,
+      baseUrl: BASE_URL,
+      fetchImpl: fetchImpl as typeof fetch
+    })
+
+    expect(sanitizeCallSpy).toHaveBeenCalledTimes(1)
+  })
+
+  it('returns stale with missing env when snapshot is present', async () => {
+    const snapshot = makeSnapshot()
+    const snapshotUrl = withSnapshotDir(snapshot)
+    const fetchImpl = vi.fn()
+    const outcome = await fetchCloudNodesForBuild({
+      snapshotUrl,
+      fetchImpl: fetchImpl as unknown as typeof fetch
+    })
+    expect(outcome.status).toBe('stale')
+    if (outcome.status !== 'stale') return
+    expect(outcome.reason).toMatch(/^missing /)
+    expect(fetchImpl).not.toHaveBeenCalled()
+    rmSync(new URL('.', snapshotUrl), { recursive: true, force: true })
+  })
+
+  it('returns failed when env and snapshot are missing', async () => {
+    const snapshotUrl = withSnapshotDir(null)
+    const outcome = await fetchCloudNodesForBuild({
+      snapshotUrl,
+      fetchImpl: vi.fn() as unknown as typeof fetch
+    })
+    expect(outcome.status).toBe('failed')
+    rmSync(new URL('.', snapshotUrl), { recursive: true, force: true })
+  })
+
+  it('does not retry on HTTP 401', async () => {
+    const snapshotUrl = withSnapshotDir(makeSnapshot())
+    const fetchImpl = vi.fn(async () => response({}, { status: 401 }))
+    const outcome = await fetchCloudNodesForBuild({
+      apiKey: KEY,
+      baseUrl: BASE_URL,
+      snapshotUrl,
+      fetchImpl: fetchImpl as typeof fetch
+    })
+    expect(outcome.status).toBe('stale')
+    if (outcome.status !== 'stale') return
+    expect(outcome.reason).toMatch(/^HTTP 401/)
+    expect(fetchImpl).toHaveBeenCalledTimes(1)
+    rmSync(new URL('.', snapshotUrl), { recursive: true, force: true })
+  })
+
+  it('retries 5xx then falls back to snapshot', async () => {
+    const snapshotUrl = withSnapshotDir(makeSnapshot())
+    const fetchImpl = vi.fn(async () => response({}, { status: 503 }))
+    const sleep = vi.fn(async () => undefined)
+    const outcome = await fetchCloudNodesForBuild({
+      apiKey: KEY,
+      baseUrl: BASE_URL,
+      snapshotUrl,
+      retryDelaysMs: [1, 1, 1],
+      sleep,
+      fetchImpl: fetchImpl as typeof fetch
+    })
+    expect(outcome.status).toBe('stale')
+    expect(fetchImpl).toHaveBeenCalledTimes(4)
+    expect(sleep).toHaveBeenCalledTimes(3)
+    rmSync(new URL('.', snapshotUrl), { recursive: true, force: true })
+  })
+
+  it('falls back to snapshot on envelope schema mismatch', async () => {
+    const snapshotUrl = withSnapshotDir(makeSnapshot())
+    const fetchImpl = vi.fn(async () => response(['unexpected-array-envelope']))
+    const outcome = await fetchCloudNodesForBuild({
+      apiKey: KEY,
+      baseUrl: BASE_URL,
+      snapshotUrl,
+      fetchImpl: fetchImpl as typeof fetch
+    })
+    expect(outcome.status).toBe('stale')
+    if (outcome.status !== 'stale') return
+    expect(outcome.reason).toMatch(/^envelope schema/)
+    rmSync(new URL('.', snapshotUrl), { recursive: true, force: true })
+  })
+
+  it('memoizes within a single process', async () => {
+    const fetchImpl = vi.fn(async () => response({ ImpactNode: validNode() }))
+    const opts = {
+      apiKey: KEY,
+      baseUrl: BASE_URL,
+      fetchImpl: fetchImpl as typeof fetch
+    }
+
+    const [a, b] = await Promise.all([
+      fetchCloudNodesForBuild(opts),
+      fetchCloudNodesForBuild(opts)
+    ])
+
+    expect(a).toBe(b)
+    expect(fetchImpl).toHaveBeenCalledTimes(1)
+  })
+
+  it('throws when called twice with materially different options', async () => {
+    const fetchImpl = vi.fn(async () => response({ ImpactNode: validNode() }))
+    await fetchCloudNodesForBuild({
+      apiKey: KEY,
+      baseUrl: BASE_URL,
+      fetchImpl: fetchImpl as typeof fetch
+    })
+
+    expect(() =>
+      fetchCloudNodesForBuild({
+        apiKey: 'different-key',
+        baseUrl: BASE_URL,
+        fetchImpl: fetchImpl as typeof fetch
+      })
+    ).toThrow(/called twice with different options/)
+  })
+
+  it('returns fresh even when registry enrichment fails', async () => {
+    fetchRegistryPacksMock.mockResolvedValue(new Map())
+    const fetchImpl = vi.fn(async () => response({ ImpactNode: validNode() }))
+    const outcome = await fetchCloudNodesForBuild({
+      apiKey: KEY,
+      baseUrl: BASE_URL,
+      fetchImpl: fetchImpl as typeof fetch
+    })
+    expect(outcome.status).toBe('fresh')
+  })
+})

apps/website/src/utils/cloudNodes.ts

@@ -0,0 +1,355 @@
+import { readFile } from 'node:fs/promises'
+
+import {
+  groupNodesByPack,
+  sanitizeUserContent,
+  validateComfyNodeDef
+} from '@comfyorg/object-info-parser'
+
+import type { RegistryPack } from './cloudNodes.registry'
+import type { NodesSnapshot, Pack, PackNode } from '../data/cloudNodes'
+
+import bundledSnapshot from '../data/cloud-nodes.snapshot.json' with { type: 'json' }
+import { isNodesSnapshot } from '../data/cloudNodes'
+import { fetchRegistryPacks } from './cloudNodes.registry'
+import { CloudNodesEnvelopeSchema } from './cloudNodes.schema'
+
+const DEFAULT_BASE_URL = 'https://cloud.comfy.org'
+const DEFAULT_TIMEOUT_MS = 10_000
+const RETRY_DELAYS_MS = [1_000, 2_000, 4_000]
+
+export interface DroppedNode {
+  name: string
+  reason: string
+}
+
+export type FetchOutcome =
+  | {
+      status: 'fresh'
+      snapshot: NodesSnapshot
+      droppedCount: number
+      droppedNodes: DroppedNode[]
+    }
+  | { status: 'stale'; snapshot: NodesSnapshot; reason: string }
+  | { status: 'failed'; reason: string }
+
+interface FetchCloudNodesOptions {
+  apiKey?: string
+  baseUrl?: string
+  timeoutMs?: number
+  retryDelaysMs?: readonly number[]
+  fetchImpl?: typeof fetch
+  snapshotUrl?: URL
+  sleep?: (ms: number) => Promise<void>
+}
+
+let inflight: Promise<FetchOutcome> | undefined
+let inflightOptions: FetchCloudNodesOptions | undefined
+
+export function resetCloudNodesFetcherForTests(): void {
+  inflight = undefined
+  inflightOptions = undefined
+}
+
+function optionsDifferMaterially(
+  a: FetchCloudNodesOptions,
+  b: FetchCloudNodesOptions
+): boolean {
+  return (
+    a.apiKey !== b.apiKey ||
+    a.baseUrl !== b.baseUrl ||
+    a.timeoutMs !== b.timeoutMs ||
+    a.snapshotUrl?.href !== b.snapshotUrl?.href
+  )
+}
+
+export function fetchCloudNodesForBuild(
+  options: FetchCloudNodesOptions = {}
+): Promise<FetchOutcome> {
+  if (inflight && inflightOptions) {
+    if (optionsDifferMaterially(inflightOptions, options)) {
+      throw new Error(
+        'fetchCloudNodesForBuild called twice with different options; call resetCloudNodesFetcherForTests() between distinct configurations'
+      )
+    }
+    return inflight
+  }
+  inflightOptions = options
+  inflight = doFetchCloudNodesForBuild(options)
+  return inflight
+}
+
+async function doFetchCloudNodesForBuild(
+  options: FetchCloudNodesOptions
+): Promise<FetchOutcome> {
+  const apiKey = options.apiKey ?? process.env.WEBSITE_CLOUD_API_KEY
+
+  if (!apiKey) {
+    return fallback('missing WEBSITE_CLOUD_API_KEY', options.snapshotUrl)
+  }
+
+  const result = await tryFetchAndParse(apiKey, options)
+  if (result.kind === 'ok') {
+    return {
+      status: 'fresh',
+      snapshot: {
+        fetchedAt: new Date().toISOString(),
+        packs: result.packs
+      },
+      droppedCount: result.droppedNodes.length,
+      droppedNodes: result.droppedNodes
+    }
+  }
+
+  return fallback(result.reason, options.snapshotUrl)
+}
+
+async function fallback(
+  reason: string,
+  snapshotUrl: URL | undefined
+): Promise<FetchOutcome> {
+  const snapshot = await readSnapshot(snapshotUrl)
+  if (snapshot) return { status: 'stale', snapshot, reason }
+  return { status: 'failed', reason }
+}
+
+interface FetchOk {
+  kind: 'ok'
+  packs: Pack[]
+  droppedNodes: DroppedNode[]
+}
+
+interface FetchErr {
+  kind: 'err'
+  reason: string
+}
+
+async function tryFetchAndParse(
+  apiKey: string,
+  options: FetchCloudNodesOptions
+): Promise<FetchOk | FetchErr> {
+  const baseUrl = options.baseUrl ?? DEFAULT_BASE_URL
+  const timeoutMs = options.timeoutMs ?? DEFAULT_TIMEOUT_MS
+  const retryDelaysMs = options.retryDelaysMs ?? RETRY_DELAYS_MS
+  const fetchImpl = options.fetchImpl ?? fetch
+  const sleep = options.sleep ?? defaultSleep
+
+  const url = `${baseUrl}/api/object_info`
+
+  let lastReason = 'unknown error'
+  for (let attempt = 0; attempt <= retryDelaysMs.length; attempt++) {
+    if (attempt > 0) await sleep(retryDelaysMs[attempt - 1])
+
+    const response = await callOnce(fetchImpl, url, apiKey, timeoutMs)
+    if (response.kind === 'err') {
+      lastReason = response.reason
+      if (!response.retryable) return response
+      continue
+    }
+
+    const envelope = CloudNodesEnvelopeSchema.safeParse(response.body)
+    if (!envelope.success) {
+      return {
+        kind: 'err',
+        reason: `envelope schema validation failed: ${envelope.error.issues
+          .map((i) => `${i.path.join('.') || '<root>'}: ${i.message}`)
+          .join('; ')}`
+      }
+    }
+
+    if (Object.keys(envelope.data).length === 0) {
+      return {
+        kind: 'err',
+        reason:
+          'envelope schema validation failed: <root>: expected non-empty object'
+      }
+    }
+
+    return parseCloudNodes(envelope.data, options)
+  }
+
+  return { kind: 'err', reason: lastReason }
+}
+
+type CallResponse =
+  | { kind: 'ok'; body: unknown }
+  | { kind: 'err'; reason: string; retryable: boolean }
+
+async function callOnce(
+  fetchImpl: typeof fetch,
+  url: string,
+  apiKey: string,
+  timeoutMs: number
+): Promise<CallResponse> {
+  const controller = new AbortController()
+  const timer = setTimeout(() => controller.abort(), timeoutMs)
+  try {
+    const res = await fetchImpl(url, {
+      method: 'GET',
+      headers: {
+        Accept: 'application/json',
+        'X-API-Key': apiKey
+      },
+      signal: controller.signal
+    })
+    if (res.ok) {
+      return { kind: 'ok', body: await res.json() }
+    }
+    const retryable =
+      res.status === 429 || (res.status >= 500 && res.status < 600)
+    return {
+      kind: 'err',
+      reason: `HTTP ${res.status} ${res.statusText || ''}`.trim(),
+      retryable
+    }
+  } catch (error) {
+    const reason =
+      error instanceof Error
+        ? `network error: ${error.message}`
+        : 'network error'
+    return { kind: 'err', reason, retryable: true }
+  } finally {
+    clearTimeout(timer)
+  }
+}
+
+async function parseCloudNodes(
+  envelope: Record<string, unknown>,
+  options: FetchCloudNodesOptions
+): Promise<FetchOk> {
+  const validDefs: Record<string, ReturnType<typeof validateComfyNodeDef>> = {}
+  const droppedNodes: DroppedNode[] = []
+
+  for (const [name, rawDef] of Object.entries(envelope)) {
+    let validationError = 'unknown validation error'
+    const parsed = validateComfyNodeDef(rawDef, (error) => {
+      validationError = error
+    })
+    if (!parsed) {
+      droppedNodes.push({ name, reason: validationError })
+      continue
+    }
+    validDefs[name] = parsed
+  }
+
+  const sanitizedDefs = sanitizeUserContent(
+    validDefs as Record<string, NonNullable<(typeof validDefs)[string]>>
+  )
+  const grouped = groupNodesByPack(sanitizedDefs)
+
+  let registryMap = new Map<string, RegistryPack | null>()
+  try {
+    registryMap = await fetchRegistryPacks(
+      grouped.map((pack) => pack.id),
+      { fetchImpl: options.fetchImpl }
+    )
+  } catch {
+    registryMap = new Map()
+  }
+
+  const packs = grouped.map((pack) =>
+    toDomainPack(
+      pack.id,
+      pack.displayName,
+      pack.nodes,
+      registryMap.get(pack.id)
+    )
+  )
+
+  return { kind: 'ok', packs, droppedNodes }
+}
+
+function safeExternalUrl(value: string | undefined): string | undefined {
+  if (!value) return undefined
+  try {
+    const url = new URL(value)
+    if (url.protocol !== 'http:' && url.protocol !== 'https:') return undefined
+    if (!url.host) return undefined
+    return url.toString()
+  } catch {
+    return undefined
+  }
+}
+
+function toDomainPack(
+  packId: string,
+  fallbackDisplayName: string,
+  nodes: Array<{
+    className: string
+    def: {
+      display_name: string
+      category: string
+      description: string
+      deprecated?: boolean
+      experimental?: boolean
+    }
+  }>,
+  registryPack: RegistryPack | null | undefined
+): Pack {
+  return {
+    id: packId,
+    registryId: registryPack?.id,
+    displayName: registryPack?.name?.trim() || fallbackDisplayName || packId,
+    description: registryPack?.description?.trim() || undefined,
+    bannerUrl: safeExternalUrl(registryPack?.banner_url),
+    iconUrl: safeExternalUrl(registryPack?.icon),
+    repoUrl: safeExternalUrl(registryPack?.repository),
+    publisher: registryPack?.publisher?.id
+      ? {
+          id: registryPack.publisher.id,
+          name: registryPack.publisher.name
+        }
+      : undefined,
+    downloads: registryPack?.downloads,
+    githubStars: registryPack?.github_stars,
+    latestVersion: registryPack?.latest_version?.version,
+    license: registryPack?.license,
+    lastUpdated:
+      registryPack?.latest_version?.createdAt ?? registryPack?.created_at,
+    supportedOs: registryPack?.supported_os,
+    supportedAccelerators: registryPack?.supported_accelerators,
+    nodes: nodes
+      .map((node) => toDomainNode(node.className, node.def))
+      .sort((a, b) => a.displayName.localeCompare(b.displayName))
+  }
+}
+
+function toDomainNode(
+  className: string,
+  def: {
+    display_name: string
+    category: string
+    description: string
+    deprecated?: boolean
+    experimental?: boolean
+  }
+): PackNode {
+  return {
+    name: className,
+    displayName: def.display_name,
+    category: def.category,
+    description: def.description || undefined,
+    deprecated: def.deprecated,
+    experimental: def.experimental
+  }
+}
+
+async function readSnapshot(
+  snapshotUrl: URL | undefined
+): Promise<NodesSnapshot | null> {
+  if (!snapshotUrl) {
+    return isNodesSnapshot(bundledSnapshot) ? bundledSnapshot : null
+  }
+  try {
+    const text = await readFile(snapshotUrl, 'utf8')
+    const parsed: unknown = JSON.parse(text)
+    if (isNodesSnapshot(parsed)) return parsed
+    return null
+  } catch {
+    return null
+  }
+}
+
+function defaultSleep(ms: number): Promise<void> {
+  return new Promise((resolve) => setTimeout(resolve, ms))
+}

apps/website/src/utils/escapeJsonLd.ts

@@ -0,0 +1,24 @@
+/**
+ * Serialize an object to a JSON string safe to embed inside an inline
+ * `<script type="application/ld+json">` tag.
+ *
+ * Pack metadata flows in from the public ComfyUI registry, where any user
+ * can publish a pack with a `displayName`, `description`, or
+ * `publisher.name` that contains `</script>` or `<!--`. Without escaping,
+ * those sequences would close the surrounding `<script>` tag and allow
+ * stored XSS.
+ *
+ * Escapes:
+ * - Every `<` (covers `</script>`, `<script`, `<!--`)
+ * - U+2028 LINE SEPARATOR and U+2029 PARAGRAPH SEPARATOR (which are
+ *   line terminators in HTML script context but valid characters
+ *   elsewhere in JSON, so `JSON.stringify` does not escape them)
+ *
+ * Reference: https://v8.dev/features/subsume-json
+ */
+export function escapeJsonLd(value: unknown): string {
+  return JSON.stringify(value)
+    .replace(/</g, '\\u003c')
+    .replace(/\u2028/g, '\\u2028')
+    .replace(/\u2029/g, '\\u2029')
+}