docs: weekly documentation accuracy update

## Summary
replacement for https://github.com/Comfy-Org/ComfyUI_frontend/pull/9201

the first commit squashed
https://github.com/Comfy-Org/ComfyUI_frontend/pull/9201 and fixed
conflict.

the second commit change needed by:
- Enable GLSL live preview on SubgraphNodes by detecting the inner
GLSLShader and rendering its preview directly on the parent SubgraphNode
- Previously, SubgraphNodes containing a GLSLShader showed no live
preview at all To achieve this:
- Read shader source, uniform values, and renderer config from the inner
GLSLShader's widgets
- Trace IMAGE inputs through the subgraph boundary so the inner shader
can use images connected to the SubgraphNode's outer inputs
- Set preview output using the inner node's locator ID so the promoted
preview system picks it up on the SubgraphNode
- Extract setNodePreviewsByLocatorId from nodeOutputStore to support
setting previews by locator ID directly
- Fix graphId to use rootGraph.id for widget store lookups (was using
graph.id, which broke lookups for nodes inside subgraphs)
- Read uniform values from connected upstream nodes, not just local
widgets
- Fix blob URL lifecycle: use the store's
createSharedObjectUrl/releaseSharedObjectUrl reference-counting system
instead of manual revoke, preventing leaks on composable re-creation
        

## Screenshot


https://github.com/user-attachments/assets/9623fa32-de39-4a3a-b8b3-28688851390b

┆Issue is synchronized with this [Notion
page](https://www.notion.so/PR-10349-Feat-glsl-live-preview-3296d73d3650814b83aef52ab1962a77)
by [Unito](https://www.unito.io)

.agents/checks/adr-compliance.md

@@ -0,0 +1,118 @@
+---
+name: adr-compliance
+description: Checks code changes against Architecture Decision Records, with emphasis on ECS (ADR 0008) and command-pattern (ADR 0003) compliance
+severity-default: medium
+tools: [Read, Grep, glob]
+---
+
+Check that code changes are consistent with the project's Architecture Decision Records in `docs/adr/`.
+
+## Priority 1: ECS and Command-Pattern Compliance (ADR 0008 + ADR 0003)
+
+These are the primary architectural guardrails. Every entity/litegraph change must be checked against them.
+
+### Command Pattern (ADR 0003)
+
+All entity state mutations MUST be expressible as **serializable, idempotent, deterministic commands**. This is required for CRDT sync, undo/redo, cross-environment portability, and gateway backends.
+
+Flag:
+
+- **Direct spatial mutation** — `node.pos = ...`, `node.size = ...`, `group.pos = ...` outside of a store or command. All spatial data flows through `layoutStore` commands.
+- **Imperative fire-and-forget mutation** — Any new API that mutates entity state as a side effect rather than producing a serializable command object. Systems should produce command batches, not execute mutations directly.
+- **Void-returning mutation APIs** — New entity mutation functions that return `void` instead of a result type (`{ status: 'applied' | 'rejected' | 'no-op' }`). Commands need error/rejection semantics.
+- **Auto-incrementing IDs in new entity code** — New entity creation using auto-increment counters without acknowledging the CRDT collision problem. Concurrent environments need globally unique, stable identifiers.
+
+### ECS Architecture (ADR 0008)
+
+The graph domain model is migrating to ECS. New code must not make the migration harder.
+
+Flag:
+
+- **God-object growth** — New methods/properties added to `LGraphNode` (~4k lines), `LGraphCanvas` (~9k lines), `LGraph` (~3k lines), or `Subgraph`. Extract to systems, stores, or composables instead.
+- **Mixed data and behavior** — New component-like data structures that contain methods or back-references to parent entities. ECS components are plain data objects.
+- **New circular entity dependencies** — New circular imports between `LGraph` ↔ `Subgraph`, `LGraphNode` ↔ `LGraphCanvas`, or similar entity classes.
+- **Direct `graph._version++`** — Mutating the private version counter directly instead of through a public API. Extensions already depend on this side-channel; it must become a proper API.
+
+### Centralized Registries and ECS-Style Access
+
+All entity data access should move toward centralized query patterns, not instance property access.
+
+Flag:
+
+- **New instance method/property patterns** — Adding `node.someProperty` or `node.someMethod()` for data that should be a component in the World, queried via `world.getComponent(entityId, ComponentType)`.
+- **OOP inheritance for entity modeling** — Extending entity classes with new subclasses instead of composing behavior through components and systems.
+- **Scattered state** — New entity state stored in multiple locations (class properties, stores, local variables) instead of being consolidated in the World or in a single store.
+
+### Extension Ecosystem Impact
+
+Entity API changes affect 40+ custom node repos. Changes to these patterns require an extension migration path.
+
+Flag when changed without migration guidance:
+
+- `onConnectionsChange`, `onRemoved`, `onAdded`, `onConfigure` callbacks
+- `onConnectInput` / `onConnectOutput` validation hooks
+- `onWidgetChanged` handlers
+- `node.widgets.find(w => w.name === ...)` patterns
+- `node.serialize` overrides
+- `graph._version++` direct mutation
+- `getNodeById` usage patterns
+
+## Priority 2: General ADR Compliance
+
+For all other ADRs, iterate through each file in `docs/adr/` and extract the core lesson. Ensure changed code does not contradict accepted ADRs. Flag contradictions with proposed ADRs as directional guidance.
+
+### How to Apply
+
+1. Read `docs/adr/README.md` to get the full ADR index
+2. For each ADR, read the Decision and Consequences sections
+3. Check the diff against each ADR's constraints
+4. Only flag ACTUAL violations in changed code, not pre-existing patterns
+
+### Skip List
+
+These ADRs can be skipped for most reviews (they cover completed or narrow-scope decisions):
+
+- **ADR 0004** (Rejected — Fork PrimeVue) — only relevant if someone proposes forking PrimeVue again
+
+## How to Check
+
+1. Identify changed files in the entity/litegraph layer: `src/lib/litegraph/`, `src/ecs/`, `src/platform/`, entity-related stores
+2. For Priority 1 patterns, use targeted searches:
+
+   ```
+   # Direct position mutation
+   Grep: pattern="\.pos\s*=" path="src/lib/litegraph"
+   Grep: pattern="\.size\s*=" path="src/lib/litegraph"
+
+   # God object growth (new methods)
+   Grep: pattern="(class LGraphNode|class LGraphCanvas|class LGraph\b)" path="src/lib/litegraph"
+
+   # Version mutation
+   Grep: pattern="_version\+\+" path="src/lib/litegraph"
+
+   # Extension callback changes
+   Grep: pattern="on(ConnectionsChange|Removed|Added|Configure|ConnectInput|ConnectOutput|WidgetChanged)" path="src/lib/litegraph"
+   ```
+
+3. For Priority 2, read `docs/adr/` files and check for contradictions
+
+## Severity Guidelines
+
+| Issue                                                    | Severity |
+| -------------------------------------------------------- | -------- |
+| Imperative mutation API without command-pattern wrapper  | high     |
+| New god-object method on LGraphNode/LGraphCanvas/LGraph  | high     |
+| Breaking extension callback without migration path       | high     |
+| New circular entity dependency                           | high     |
+| Direct spatial mutation bypassing command pattern        | medium   |
+| Mixed data/behavior in component-like structures         | medium   |
+| New OOP inheritance pattern for entities                 | medium   |
+| Contradicts accepted ADR direction                       | medium   |
+| Contradicts proposed ADR direction without justification | low      |
+
+## Rules
+
+- Only flag ACTUAL violations in changed code, not pre-existing patterns
+- If a change explicitly acknowledges an ADR tradeoff in comments or PR description, lower severity
+- Proposed ADRs carry less weight than accepted ones — flag as directional guidance
+- Reference the specific ADR number in every finding

.agents/checks/playwright-e2e.md

@@ -0,0 +1,74 @@
+---
+name: playwright-e2e
+description: Reviews Playwright E2E test code for ComfyUI-specific patterns, flakiness risks, and fixture misuse
+severity-default: medium
+tools: [Read, Grep]
+---
+
+You are reviewing Playwright E2E test code in `browser_tests/`. Focus on issues a **reviewer** would catch that an author might miss — flakiness risks, fixture misuse, test isolation problems, and convention violations.
+
+Reference docs (read if you need full context):
+
+- `browser_tests/README.md` — setup, patterns, screenshot workflow
+- `browser_tests/AGENTS.md` — directory structure, fixture overview
+- `docs/guidance/playwright.md` — type assertion rules, test tags, forbidden patterns
+- `.claude/skills/writing-playwright-tests/SKILL.md` — anti-patterns, retry patterns, Vue Nodes vs LiteGraph decision guide
+
+## Checks
+
+### Flakiness Risks (Major)
+
+1. **`waitForTimeout` usage** — Always wrong. Must use retrying assertions (`toBeVisible`, `toHaveText`), `expect.poll()`, or `expect().toPass()`. See retry patterns in `.claude/skills/writing-playwright-tests/SKILL.md`.
+
+2. **Missing `nextFrame()` after canvas ops** — Any `drag`, `click` on canvas, `resizeNode`, `pan`, `zoom`, or programmatic graph mutation via `page.evaluate` that changes visual state needs `await comfyPage.nextFrame()` before assertions. `loadWorkflow()` does NOT need it. Prefer encapsulating `nextFrame()` calls inside Page Object methods so tests don't manage frame timing directly.
+
+3. **Keyboard actions without prior focus** — `page.keyboard.press()` without a preceding `comfyPage.canvas.click()` or element `.focus()` will silently send keys to nothing.
+
+4. **Coordinate-based interactions where node refs exist** — Raw `{ x, y }` clicks on canvas are fragile. If the test targets a node, use `comfyPage.nodeOps.getNodeRefById()` / `getNodeRefsByTitle()` / `getNodeRefsByType()` instead.
+
+5. **Shared mutable state between tests** — Variables declared outside `test()` blocks, `let` state mutated across tests, or tests depending on execution order. Each test must be independently runnable.
+
+6. **Missing cleanup of server-persisted state** — Settings changed via `comfyPage.settings.setSetting()` persist across tests. Must be reset in `afterEach` or at test start. Same for uploaded files or saved workflows. Prefer moving cleanup into [fixture options](https://playwright.dev/docs/test-fixtures#fixtures-options) so individual tests don't manage reset logic.
+
+7. **Double-click without `{ delay }` option** — `dblclick()` without `{ delay: 5 }` or similar can be too fast for the canvas event handler.
+
+### Fixture & API Misuse (Medium)
+
+8. **Reimplementing existing fixture helpers** — Before flagging, grep `browser_tests/fixtures/` for the functionality. Common missed helpers:
+   - `comfyPage.command.executeCommand()` for menu/command actions
+   - `comfyPage.workflow.loadWorkflow()` for loading test workflows
+   - `comfyPage.canvasOps.resetView()` for view reset
+   - `comfyPage.settings.setSetting()` for settings
+   - Component page objects in `browser_tests/fixtures/components/`
+
+9. **Building workflows programmatically when a JSON asset would work** — Complex `page.evaluate` chains to construct a graph should use a premade JSON workflow in `browser_tests/assets/` loaded via `comfyPage.workflow.loadWorkflow()`.
+
+10. **Selectors not using `TestIds`** — Hard-coded `data-testid` strings should reference `browser_tests/fixtures/selectors.ts` when a matching entry exists. Check `selectors.ts` before flagging.
+
+### Convention Violations (Minor)
+
+11. **Missing test tags** — Every `test.describe` should have `tag` with at least one of: `@smoke`, `@slow`, `@screenshot`, `@canvas`, `@node`, `@widget`, `@mobile`, `@2x`. See `.claude/skills/writing-playwright-tests/SKILL.md` for when to use each.
+
+12. **`as any` type assertions** — Forbidden in E2E tests. Use specific type assertions or test-local type helpers. See `docs/guidance/playwright.md` for acceptable patterns.
+
+13. **Screenshot tests without masking dynamic content** — Timestamps, version numbers, or other non-deterministic content in screenshots will cause flakes. Use `mask` option.
+
+14. **`test.describe` without `afterEach` cleanup when canvas state changes** — Tests that manipulate canvas view (drag, zoom, pan) should include `afterEach` with `comfyPage.canvasOps.resetView()`. Prefer moving canvas reset into the fixture so individual tests don't manage cleanup.
+
+15. **Debug helpers left in committed code** — `debugAddMarker`, `debugAttachScreenshot`, `debugShowCanvasOverlay`, `debugGetCanvasDataURL` are for local debugging only.
+
+### Test Design (Nitpick)
+
+16. **Screenshot-only assertions where functional assertions are possible** — Prefer `expect(await node.isPinned()).toBe(true)` over screenshot comparison when testing non-visual behavior.
+
+17. **Overly large test workflows** — Test should load the minimal workflow needed. If a test only needs one node, don't load the full default graph.
+
+18. **Vue Nodes / LiteGraph mismatch** — If testing Vue-rendered node UI (DOM widgets, CSS states), should use `comfyPage.vueNodes.*`. If testing canvas interactions/connections, should use `comfyPage.nodeOps.*`. Mixing both in one test is a smell.
+
+## Rules
+
+- Only review `.spec.ts` files and supporting code in `browser_tests/`
+- Do NOT flag patterns in fixture/helper code (`browser_tests/fixtures/`) — those are shared infrastructure with different rules
+- "Major" for flakiness risks (items 1-7), "medium" for fixture misuse (8-10), "minor" for convention violations (11-15), "nitpick" for test design (16-18)
+- When flagging missing fixture usage (item 8), confirm the helper exists by checking the fixture code — don't assume
+- Existing tests that predate conventions are acceptable to modify but not required to fix

.claude/commands/adr-compliance-audit.md

@@ -0,0 +1,94 @@
+# ADR Compliance Audit
+
+Audit the current changes (or a specified PR) for compliance with Architecture Decision Records.
+
+## Step 1: Gather the Diff
+
+- If a PR number is provided, run: `gh pr diff $PR_NUMBER`
+- Otherwise, run: `git diff origin/main...HEAD` (or `git diff --cached` for staged changes)
+
+## Step 2: Priority 1 — ECS and Command-Pattern Compliance
+
+Read these documents for context:
+
+```
+docs/adr/0003-crdt-based-layout-system.md
+docs/adr/0008-entity-component-system.md
+docs/architecture/ecs-target-architecture.md
+docs/architecture/ecs-migration-plan.md
+docs/architecture/appendix-critical-analysis.md
+```
+
+### Check A: Command Pattern (ADR 0003)
+
+Every entity state mutation must be a **serializable, idempotent, deterministic command** — replayable, undoable, transmittable over CRDT.
+
+Flag:
+
+1. **Direct spatial mutation** — `node.pos = ...`, `node.size = ...`, `group.pos = ...` outside a store/command
+2. **Imperative fire-and-forget APIs** — Functions that mutate entity state as side effects rather than producing serializable command objects. Systems should produce command batches, not execute mutations directly.
+3. **Void-returning mutation APIs** — Entity mutations returning `void` instead of `{ status: 'applied' | 'rejected' | 'no-op' }`
+4. **Auto-increment IDs** — New entity creation via counters without addressing CRDT collision. Concurrent environments need globally unique identifiers.
+5. **Missing transaction semantics** — Multi-entity operations without atomic grouping (e.g., node removal = 10+ deletes with no rollback on failure)
+
+### Check B: ECS Architecture (ADR 0008)
+
+Flag:
+
+1. **God-object growth** — New methods/properties on `LGraphNode`, `LGraphCanvas`, `LGraph`, `Subgraph`
+2. **Mixed data/behavior** — Component-like structures with methods or back-references
+3. **OOP instance patterns** — New `node.someProperty` or `node.someMethod()` for data that should be a World component
+4. **OOP inheritance** — New entity subclasses instead of component composition
+5. **Circular entity deps** — New `LGraph` ↔ `Subgraph`, `LGraphNode` ↔ `LGraphCanvas` circular imports
+6. **Direct `_version++`** — Mutating private version counter instead of through public API
+
+### Check C: Extension Ecosystem Impact
+
+If any of these patterns are changed, flag and require migration guidance:
+
+- `onConnectionsChange`, `onRemoved`, `onAdded`, `onConfigure` callbacks
+- `onConnectInput` / `onConnectOutput` validation hooks
+- `onWidgetChanged` handlers
+- `node.widgets.find(w => w.name === ...)` access patterns
+- `node.serialize` overrides
+- `graph._version++` direct mutation
+
+Reference: 40+ custom node repos depend on these (rgthree-comfy, ComfyUI-Impact-Pack, cg-use-everywhere, etc.)
+
+## Step 3: Priority 2 — General ADR Compliance
+
+1. Read `docs/adr/README.md` for the full ADR index
+2. For each ADR (except skip list), read the Decision section
+3. Check the diff for contradictions
+4. Only flag ACTUAL violations in changed code
+
+**Skip list**: ADR 0004 (Rejected — Fork PrimeVue)
+
+## Step 4: Generate Report
+
+```
+## ADR Compliance Audit Report
+
+### Summary
+- Files audited: N
+- Priority 1 findings: N (command-pattern: N, ECS: N, ecosystem: N)
+- Priority 2 findings: N
+
+### Priority 1: Command Pattern & ECS
+(List each with ADR reference, file, line, description)
+
+### Priority 1: Extension Ecosystem Impact
+(List each changed callback/API with affected custom node repos)
+
+### Priority 2: General ADR Compliance
+(List each with ADR reference, file, line, description)
+
+### Compliant Patterns
+(Note changes that positively align with ADR direction)
+```
+
+## Severity
+
+- **Must fix**: Contradicts accepted ADR, or introduces imperative mutation API without command-pattern wrapper, or breaks extension callback without migration path
+- **Should discuss**: Contradicts proposed ADR direction — either align or propose ADR amendment
+- **Note**: Surfaces open architectural question not yet addressed by ADRs

.claude/skills/adding-deprecation-warnings/SKILL.md

@@ -0,0 +1,84 @@
+---
+name: adding-deprecation-warnings
+description: 'Adds deprecation warnings for renamed or removed properties/APIs. Searches custom node ecosystem for usage, applies defineDeprecatedProperty helper, adds JSDoc. Triggers on: deprecate, deprecation warning, rename property, backward compatibility.'
+---
+
+# Adding Deprecation Warnings
+
+Adds backward-compatible deprecation warnings for renamed or removed
+properties using the `defineDeprecatedProperty` helper in
+`src/lib/litegraph/src/utils/feedback.ts`.
+
+## When to Use
+
+- A property or API has been renamed and custom nodes still use the old name
+- A property is being removed but needs a grace period
+- Backward compatibility must be preserved while nudging adoption
+
+## Steps
+
+### 1. Search the Custom Node Ecosystem
+
+Before implementing, assess impact by searching for usage of the
+deprecated property across ComfyUI custom nodes:
+
+```text
+Use the comfy_codesearch tool to search for the old property name.
+Search for both `widget.oldProp` and just `oldProp` to catch all patterns.
+```
+
+Document the usage patterns found (property access, truthiness checks,
+caching to local vars, style mutation, etc.) — these all must continue
+working.
+
+### 2. Apply the Deprecation
+
+Use `defineDeprecatedProperty` from `src/lib/litegraph/src/utils/feedback.ts`:
+
+```typescript
+import { defineDeprecatedProperty } from '@/lib/litegraph/src/utils/feedback'
+
+/** @deprecated Use {@link obj.newProp} instead. */
+defineDeprecatedProperty(
+  obj,
+  'oldProp',
+  'newProp',
+  'obj.oldProp is deprecated. Use obj.newProp instead.'
+)
+```
+
+### 3. Checklist
+
+- [ ] Ecosystem search completed — all usage patterns are compatible
+- [ ] `defineDeprecatedProperty` call added after the new property is assigned
+- [ ] JSDoc `@deprecated` tag added above the call for IDE support
+- [ ] Warning message names both old and new property clearly
+- [ ] `pnpm typecheck` passes
+- [ ] `pnpm lint` passes
+
+### 4. PR Comment
+
+Add a PR comment summarizing the ecosystem search results: which repos
+use the deprecated property, what access patterns were found, and
+confirmation that all patterns are compatible with the ODP getter/setter.
+
+## How `defineDeprecatedProperty` Works
+
+- Creates an `Object.defineProperty` getter/setter on the target object
+- Getter returns `this[currentKey]`, setter assigns `this[currentKey]`
+- Both log via `warnDeprecated`, which deduplicates (once per unique
+  message per session via a `Set`)
+- `enumerable: false` keeps the alias out of `Object.keys()` / `for...in`
+  / `JSON.stringify`
+- `configurable: true` allows further redefinition if needed
+
+## Edge Cases
+
+- **Truthiness checks** (`if (widget.oldProp)`) — works, getter fires
+- **Caching to local var** (`const el = widget.oldProp`) — works, warns
+  once then the cached ref is used directly
+- **Style/property mutation** (`widget.oldProp.style.color = 'red'`) —
+  works, getter returns the real object
+- **Serialization** (`JSON.stringify`) — `enumerable: false` excludes it
+- **Heavy access in loops** — `warnDeprecated` deduplicates, only warns
+  once per session regardless of call count

.claude/skills/backport-management/SKILL.md

@@ -18,12 +18,20 @@ Cherry-pick backport management for Comfy-Org/ComfyUI_frontend stable release br
 
 ## System Context
 
-| Item           | Value                                             |
-| -------------- | ------------------------------------------------- |
-| Repo           | `~/ComfyUI_frontend` (Comfy-Org/ComfyUI_frontend) |
-| Merge strategy | Squash merge (`gh pr merge --squash --admin`)     |
-| Automation     | `pr-backport.yaml` GitHub Action (label-driven)   |
-| Tracking dir   | `~/temp/backport-session/`                        |
+| Item           | Value                                                                       |
+| -------------- | --------------------------------------------------------------------------- |
+| Repo           | `~/ComfyUI_frontend` (Comfy-Org/ComfyUI_frontend)                           |
+| Merge strategy | Auto-merge via workflow (`--auto --squash`); `--admin` only after CI passes |
+| Automation     | `pr-backport.yaml` GitHub Action (label-driven, auto-merge enabled)         |
+| Tracking dir   | `~/temp/backport-session/`                                                  |
+
+## CI Safety Rules
+
+**NEVER merge a backport PR without all CI checks passing.** This applies to both automation-created and manual cherry-pick PRs.
+
+- **Automation PRs:** The `pr-backport.yaml` workflow now enables `gh pr merge --auto --squash`, so clean PRs auto-merge once CI passes. Monitor with polling (`gh pr list --base TARGET_BRANCH --state open`). Do not intervene unless CI fails.
+- **Manual cherry-pick PRs:** After `gh pr create`, wait for CI before merging. Poll with `gh pr checks $PR --watch` or use a sleep+check loop. Only merge after all checks pass.
+- **CI failures:** DO NOT use `--admin` to bypass failing CI. Analyze the failure, present it to the user with possible causes (test backported without implementation, missing dependency, flaky test), and let the user decide the next step.
 
 ## Branch Scope Rules
 
@@ -108,11 +116,15 @@ git fetch origin TARGET_BRANCH
 # Quick smoke check: does the branch build?
 git worktree add /tmp/verify-TARGET origin/TARGET_BRANCH
 cd /tmp/verify-TARGET
-source ~/.nvm/nvm.sh && nvm use 24 && pnpm install && pnpm typecheck
+source ~/.nvm/nvm.sh && nvm use 24 && pnpm install && pnpm typecheck && pnpm test:unit
 git worktree remove /tmp/verify-TARGET --force
 ```
 
-If typecheck fails, stop and investigate before continuing. A broken branch after wave N means all subsequent waves will compound the problem.
+If typecheck or tests fail, stop and investigate before continuing. A broken branch after wave N means all subsequent waves will compound the problem.
+
+### Never Admin-Merge Without CI
+
+In a previous bulk session, all 69 backport PRs were merged with `gh pr merge --squash --admin`, bypassing required CI checks. This shipped 3 test failures to a release branch. **Lesson: `--admin` skips all branch protection, including required status checks.** Only use `--admin` after confirming CI has passed (e.g., `gh pr checks $PR` shows all green), or rely on auto-merge (`--auto --squash`) which waits for CI by design.
 
 ## Continuous Backporting Recommendation
 

.claude/skills/backport-management/reference/execution.md

@@ -19,23 +19,44 @@ done
 # Wait 3 minutes for automation
 sleep 180
 
-# Check which got auto-PRs
+# Check which got auto-PRs (auto-merge is enabled, so clean ones will self-merge after CI)
 gh pr list --base TARGET_BRANCH --state open --limit 50 --json number,title
 ```
 
-## Step 2: Review & Merge Clean Auto-PRs
+> **Note:** The `pr-backport.yaml` workflow now enables `gh pr merge --auto --squash` on automation-created PRs. Clean PRs will auto-merge once CI passes — no manual merge needed for those.
+
+## Step 2: Wait for CI & Merge Clean Auto-PRs
+
+Most automation PRs will auto-merge once CI passes (via `--auto --squash` in the workflow). Monitor and handle failures:
 
 ```bash
-for pr in $AUTO_PRS; do
-  # Check size
-  gh pr view $pr --json title,additions,deletions,changedFiles \
-    --jq '"Files: \(.changedFiles), +\(.additions)/-\(.deletions)"'
-  # Admin merge
-  gh pr merge $pr --squash --admin
-  sleep 3
+# Wait for CI to complete (~45 minutes for full suite)
+sleep 2700
+
+# Check which PRs are still open (CI may have failed, or auto-merge succeeded)
+STILL_OPEN_PRS=$(gh pr list --base TARGET_BRANCH --state open --limit 50 --json number --jq '.[].number')
+RECENTLY_MERGED=$(gh pr list --base TARGET_BRANCH --state merged --limit 50 --json number,title,mergedAt)
+
+# For PRs still open, check CI status
+for pr in $STILL_OPEN_PRS; do
+  CI_FAILED=$(gh pr checks $pr --json name,state --jq '[.[] | select(.state == "FAILURE")] | length')
+  CI_PENDING=$(gh pr checks $pr --json name,state --jq '[.[] | select(.state == "PENDING" or .state == "QUEUED")] | length')
+  if [ "$CI_FAILED" != "0" ]; then
+    # CI failed — collect details for triage
+    echo "PR #$pr — CI FAILED:"
+    gh pr checks $pr --json name,state,link --jq '.[] | select(.state == "FAILURE") | "\(.name): \(.state)"'
+  elif [ "$CI_PENDING" != "0" ]; then
+    echo "PR #$pr — CI still running ($CI_PENDING checks pending)"
+  else
+    # All checks passed but didn't auto-merge (race condition or label issue)
+    gh pr merge $pr --squash --admin
+    sleep 3
+  fi
 done
 ```
 
+**⚠️ If CI fails: DO NOT admin-merge to bypass.** See "CI Failure Triage" below.
+
 ## Step 3: Manual Worktree for Conflicts
 
 ```bash
@@ -63,6 +84,13 @@ for PR in ${CONFLICT_PRS[@]}; do
   NEW_PR=$(gh pr create --base TARGET_BRANCH --head backport-$PR-to-TARGET \
     --title "[backport TARGET] TITLE (#$PR)" \
     --body "Backport of #$PR..." | grep -oP '\d+$')
+
+  # Wait for CI before merging — NEVER admin-merge without CI passing
+  echo "Waiting for CI on PR #$NEW_PR..."
+  gh pr checks $NEW_PR --watch --fail-fast || {
+    echo "⚠️ CI failed on PR #$NEW_PR — skipping merge, needs triage"
+    continue
+  }
   gh pr merge $NEW_PR --squash --admin
   sleep 3
 done
@@ -82,7 +110,7 @@ After completing all PRs in a wave for a target branch:
 git fetch origin TARGET_BRANCH
 git worktree add /tmp/verify-TARGET origin/TARGET_BRANCH
 cd /tmp/verify-TARGET
-source ~/.nvm/nvm.sh && nvm use 24 && pnpm install && pnpm typecheck
+source ~/.nvm/nvm.sh && nvm use 24 && pnpm install && pnpm typecheck && pnpm test:unit
 git worktree remove /tmp/verify-TARGET --force
 ```
 
@@ -132,7 +160,8 @@ git rebase origin/TARGET_BRANCH
 # Resolve new conflicts
 git push --force origin backport-$PR-to-TARGET
 sleep 20  # Wait for GitHub to recompute merge state
-gh pr merge $PR --squash --admin
+# Wait for CI after rebase before merging
+gh pr checks $PR --watch --fail-fast && gh pr merge $PR --squash --admin
 ```
 
 ## Lessons Learned
@@ -146,5 +175,31 @@ gh pr merge $PR --squash --admin
 7. **appModeStore.ts, painter files, GLSLShader files** don't exist on core/1.40 — `git rm` these
 8. **Always validate JSON** after resolving locale file conflicts
 9. **Dep refresh PRs** — skip on stable branches. Risk of transitive dep regressions outweighs audit cleanup. Cherry-pick individual CVE fixes instead.
-10. **Verify after each wave** — run `pnpm typecheck` on the target branch after merging a batch. Catching breakage early prevents compounding errors.
+10. **Verify after each wave** — run `pnpm typecheck && pnpm test:unit` on the target branch after merging a batch. Catching breakage early prevents compounding errors.
 11. **Cloud-only PRs don't belong on core/\* branches** — app mode, cloud auth, and cloud-specific UI changes are irrelevant to local users. Always check PR scope against branch scope before backporting.
+12. **Never admin-merge without CI** — `--admin` bypasses all branch protections including required status checks. A bulk session of 69 admin-merges shipped 3 test failures. Always wait for CI to pass first, or use `--auto --squash` which waits by design.
+
+## CI Failure Triage
+
+When CI fails on a backport PR, present failures to the user using this template:
+
+```markdown
+### PR #XXXX — CI Failed
+
+- **Failing check:** test / lint / typecheck
+- **Error:** (summary of the failure message)
+- **Likely cause:** test backported without implementation / missing dependency / flaky test / snapshot mismatch
+- **Recommendation:** backport PR #YYYY first / skip this PR / rerun CI after fixing prerequisites
+```
+
+Common failure categories:
+
+| Category                    | Example                                  | Resolution                                |
+| --------------------------- | ---------------------------------------- | ----------------------------------------- |
+| Test without implementation | Test references function not on branch   | Backport the implementation PR first      |
+| Missing dependency          | Import from module not on branch         | Backport the dependency PR first, or skip |
+| Snapshot mismatch           | Screenshot test differs                  | Usually safe — update snapshots on branch |
+| Flaky test                  | Passes on retry                          | Re-run CI, merge if green on retry        |
+| Type error                  | Interface changed on main but not branch | May need manual adaptation                |
+
+**Never assume a failure is safe to skip.** Present all failures to the user with analysis.

.claude/skills/backport-management/reference/logging.md

@@ -5,9 +5,9 @@
 Maintain `execution-log.md` with per-branch tables:
 
 ```markdown
-| PR#   | Title | Status                            | Backport PR | Notes   |
-| ----- | ----- | --------------------------------- | ----------- | ------- |
-| #XXXX | Title | ✅ Merged / ⏭️ Skip / ⏸️ Deferred | #YYYY       | Details |
+| PR#   | Title | CI Status                      | Status                            | Backport PR | Notes   |
+| ----- | ----- | ------------------------------ | --------------------------------- | ----------- | ------- |
+| #XXXX | Title | ✅ Pass / ❌ Fail / ⏳ Pending | ✅ Merged / ⏭️ Skip / ⏸️ Deferred | #YYYY       | Details |
 ```
 
 ## Wave Verification Log
@@ -19,6 +19,7 @@ Track verification results per wave:
 
 - PRs merged: #A, #B, #C
 - Typecheck: ✅ Pass / ❌ Fail
+- Unit tests: ✅ Pass / ❌ Fail
 - Issues found: (if any)
 - Human review needed: (list any non-trivial conflict resolutions)
 ```
@@ -41,6 +42,11 @@ Track verification results per wave:
 
 | PR# | Branch | Conflict Type | Resolution Summary |
 
+## CI Failure Report
+
+| PR# | Branch | Failing Check | Error Summary | Cause | Resolution |
+| --- | ------ | ------------- | ------------- | ----- | ---------- |
+
 ## Automation Performance
 
 | Metric                      | Value |

.claude/skills/contain-audit/SKILL.md

@@ -0,0 +1,99 @@
+---
+name: contain-audit
+description: 'Detect DOM elements where CSS contain:layout+style would improve rendering performance. Runs a Playwright-based audit on a large workflow, scores candidates by subtree size and sizing constraints, measures performance impact, and generates a ranked report.'
+---
+
+# CSS Containment Audit
+
+Automatically finds DOM elements where adding `contain: layout style` would reduce browser recalculation overhead.
+
+## What It Does
+
+1. Loads a large workflow (245 nodes) in a real browser
+2. Walks the DOM tree and scores every element as a containment candidate
+3. For each high-scoring candidate, applies `contain: layout style` via JavaScript
+4. Measures rendering performance (style recalcs, layouts, task duration) before and after
+5. Takes before/after screenshots to detect visual breakage
+6. Generates a ranked report with actionable recommendations
+
+## When to Use
+
+- After adding new Vue components to the node rendering pipeline
+- When investigating rendering performance on large workflows
+- Before and after refactoring node DOM structure
+- As part of periodic performance audits
+
+## How to Run
+
+```bash
+# Start the dev server first
+pnpm dev &
+
+# Run the audit (uses the @audit tag, not included in normal CI runs)
+pnpm exec playwright test browser_tests/tests/containAudit.spec.ts --project=audit
+
+# View the HTML report
+pnpm exec playwright show-report
+```
+
+## How to Read Results
+
+The audit outputs a table to the console:
+
+```text
+CSS Containment Audit Results
+=======================================================
+Rank | Selector                        | Subtree | Score | DRecalcs | DLayouts | Visual
+  1  | [data-testid="node-inner-wrap"] |     18  |  72   |    -34%  |    -12%  |   OK
+  2  | .node-body                      |     12  |  48   |     -8%  |     -3%  |   OK
+  3  | .node-header                    |      4  |  16   |     +1%  |      0%  |   OK
+```
+
+- **Subtree**: Number of descendant elements (higher = more to skip)
+- **Score**: Composite heuristic score (subtree size x sizing constraint bonus)
+- **DRecalcs / DLayouts**: Change in style recalcs / layout counts vs baseline (negative = improvement)
+- **Visual**: OK if no pixel change, DIFF if screenshot differs (may include subpixel noise — verify manually)
+
+## Candidate Scoring
+
+An element is a good containment candidate when:
+
+1. **Large subtree** -- many descendants that the browser can skip recalculating
+2. **Externally constrained size** -- width/height determined by CSS variables, flex, or explicit values (not by content)
+3. **No existing containment** -- `contain` is not already applied
+4. **Not a leaf** -- has at least a few child elements
+
+Elements that should NOT get containment:
+
+- Elements whose children overflow visually beyond bounds (e.g., absolute-positioned overlays with negative inset)
+- Elements whose height is determined by content and affects sibling layout
+- Very small subtrees (overhead of containment context outweighs benefit)
+
+## Limitations
+
+- Cannot fully guarantee `contain` safety -- visual review of screenshots is required
+- Performance measurements have natural variance; run multiple times for confidence
+- Only tests idle and pan scenarios; widget interactions may differ
+- The audit modifies styles at runtime via JS, which doesn't account for Tailwind purging or build-time optimizations
+
+## Example PR
+
+[#9946 — fix: add CSS contain:layout contain:style to node inner wrapper](https://github.com/Comfy-Org/ComfyUI_frontend/pull/9946)
+
+This PR added `contain-layout contain-style` to the node inner wrapper div in `LGraphNode.vue`. The audit tool would have flagged this element as a high-scoring candidate because:
+
+- **Large subtree** (18+ descendants: header, slots, widgets, content, badges)
+- **Externally constrained size** (`w-(--node-width)`, `flex-1` — dimensions set by CSS variables and flex parent)
+- **Natural isolation boundary** between frequently-changing content (widgets) and infrequently-changing overlays (selection outlines, borders)
+
+The actual change was a single line: adding `'contain-layout contain-style'` to the inner wrapper's class list at `src/renderer/extensions/vueNodes/components/LGraphNode.vue:79`.
+
+## Reference
+
+| Resource          | Path                                                    |
+| ----------------- | ------------------------------------------------------- |
+| Audit test        | `browser_tests/tests/containAudit.spec.ts`              |
+| PerformanceHelper | `browser_tests/fixtures/helpers/PerformanceHelper.ts`   |
+| Perf tests        | `browser_tests/tests/performance.spec.ts`               |
+| Large workflow    | `browser_tests/assets/large-graph-workflow.json`        |
+| Example PR        | https://github.com/Comfy-Org/ComfyUI_frontend/pull/9946 |

.coderabbit.yaml

@@ -28,3 +28,21 @@ reviews:
           3. The PR description includes a concrete, non-placeholder explanation of why an end-to-end regression test was not added.
 
           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: |
+          Use only PR metadata already available in the review context: the changed-file list relative to the PR base, the PR description, and the diff content. Do not rely on shell commands.
+
+          This check applies ONLY when the PR modifies files under `src/lib/litegraph/`, `src/ecs/`, or files related to graph entities (nodes, links, widgets, slots, reroutes, groups, subgraphs).
+
+          If none of those paths appear in the changed files, pass immediately.
+
+          When applicable, check for:
+          1. **Command pattern (ADR 0003)**: Entity state mutations must be serializable, idempotent, deterministic commands — not imperative fire-and-forget side effects. Flag direct spatial mutation (`node.pos =`, `node.size =`, `group.pos =`) outside of a store or command, and any new void-returning mutation API that should produce a command object.
+          2. **God-object growth (ADR 0008)**: New methods/properties added to `LGraphNode`, `LGraphCanvas`, `LGraph`, or `Subgraph` that add responsibilities rather than extracting/migrating existing ones.
+          3. **ECS data/behavior separation (ADR 0008)**: Component-like data structures that contain methods or back-references to parent entities. ECS components must be plain data. New OOP instance patterns (`node.someProperty`, `node.someMethod()`) for data that should be a World component.
+          4. **Extension ecosystem (ADR 0008)**: Changes to extension-facing callbacks (`onConnectionsChange`, `onRemoved`, `onAdded`, `onConfigure`, `onConnectInput/Output`, `onWidgetChanged`), `node.widgets` access, `node.serialize` overrides, or `graph._version++` without migration guidance. These affect 40+ custom node repos.
+
+          Pass if none of these patterns are found in the diff.
+
+          When warning, reference the specific ADR by number and link to `docs/adr/` for context. Frame findings as directional guidance since ADR 0003 and 0008 are in Proposed status.

.github/actions/setup-frontend/action.yaml

@@ -13,8 +13,6 @@ runs:
     # Install pnpm, Node.js, build frontend
     - name: Install pnpm
       uses: pnpm/action-setup@fc06bc1257f339d1d5d8b3a19a8cae5388b55320 # v4.4.0
-      with:
-        version: 10
 
     - name: Setup Node.js
       uses: actions/setup-node@v6

.github/workflows/api-update-electron-api-types.yaml

@@ -17,8 +17,6 @@ jobs:
 
       - name: Install pnpm
         uses: pnpm/action-setup@fc06bc1257f339d1d5d8b3a19a8cae5388b55320 # v4.4.0
-        with:
-          version: 10
 
       - name: Setup Node.js
         uses: actions/setup-node@v6

.github/workflows/api-update-manager-api-types.yaml

@@ -22,8 +22,6 @@ jobs:
 
       - name: Install pnpm
         uses: pnpm/action-setup@fc06bc1257f339d1d5d8b3a19a8cae5388b55320 # v4.4.0
-        with:
-          version: 10
 
       - name: Setup Node.js
         uses: actions/setup-node@v6

.github/workflows/api-update-registry-api-types.yaml

@@ -21,8 +21,6 @@ jobs:
 
       - name: Install pnpm
         uses: pnpm/action-setup@fc06bc1257f339d1d5d8b3a19a8cae5388b55320 # v4.4.0
-        with:
-          version: 10
 
       - name: Setup Node.js
         uses: actions/setup-node@v6

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

@@ -20,8 +20,6 @@ jobs:
 
       - name: Install pnpm
         uses: pnpm/action-setup@fc06bc1257f339d1d5d8b3a19a8cae5388b55320 # v4.4.0
-        with:
-          version: 10
 
       - name: Use Node.js
         uses: actions/setup-node@6044e13b5dc448c55e2357c09f80417699197238 # v6.2.0

.github/workflows/ci-oss-assets-validation.yaml

@@ -21,8 +21,6 @@ jobs:
 
       - name: Install pnpm
         uses: pnpm/action-setup@fc06bc1257f339d1d5d8b3a19a8cae5388b55320 # v4.4.0
-        with:
-          version: 10
 
       - name: Use Node.js
         uses: actions/setup-node@6044e13b5dc448c55e2357c09f80417699197238 # v6.2.0
@@ -76,8 +74,6 @@ jobs:
 
       - name: Install pnpm
         uses: pnpm/action-setup@fc06bc1257f339d1d5d8b3a19a8cae5388b55320 # v4.4.0
-        with:
-          version: 10
 
       - name: Use Node.js
         uses: actions/setup-node@6044e13b5dc448c55e2357c09f80417699197238 # v6.2.0
@@ -99,7 +95,7 @@ jobs:
           if npx license-checker-rseidelsohn@4 \
             --production \
             --summary \
-            --excludePackages '@comfyorg/comfyui-frontend;@comfyorg/design-system;@comfyorg/registry-types;@comfyorg/shared-frontend-utils;@comfyorg/tailwind-utils;@comfyorg/comfyui-electron-types' \
+            --excludePackages '@comfyorg/comfyui-frontend;@comfyorg/design-system;@comfyorg/ingest-types;@comfyorg/registry-types;@comfyorg/shared-frontend-utils;@comfyorg/tailwind-utils;@comfyorg/comfyui-electron-types' \
             --clarificationsFile .github/license-clarifications.json \
             --onlyAllow 'MIT;MIT*;Apache-2.0;BSD-2-Clause;BSD-3-Clause;ISC;0BSD;BlueOak-1.0.0;Python-2.0;CC0-1.0;Unlicense;(MIT OR Apache-2.0);(MIT OR GPL-3.0);(Apache-2.0 OR MIT);(MPL-2.0 OR Apache-2.0);CC-BY-4.0;CC-BY-3.0;GPL-3.0-only'; then
             echo ''

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

@@ -33,13 +33,27 @@ jobs:
           path: dist/
           retention-days: 1
 
+      # Build cloud distribution for @cloud tagged tests
+      # NX_SKIP_NX_CACHE=true is required because `nx build` was already run
+      # for the OSS distribution above. Without skipping cache, Nx returns
+      # the cached OSS build since env vars aren't part of the cache key.
+      - name: Build cloud frontend
+        run: NX_SKIP_NX_CACHE=true pnpm build:cloud
+
+      - name: Upload cloud frontend
+        uses: actions/upload-artifact@v6
+        with:
+          name: frontend-dist-cloud
+          path: dist/
+          retention-days: 1
+
   # Sharded chromium tests
   playwright-tests-chromium-sharded:
     needs: setup
     runs-on: ubuntu-latest
     timeout-minutes: 60
     container:
-      image: ghcr.io/comfy-org/comfyui-ci-container:0.0.13
+      image: ghcr.io/comfy-org/comfyui-ci-container:0.0.16
       credentials:
         username: ${{ github.actor }}
         password: ${{ secrets.GITHUB_TOKEN }}
@@ -87,7 +101,7 @@ jobs:
     needs: setup
     runs-on: ubuntu-latest
     container:
-      image: ghcr.io/comfy-org/comfyui-ci-container:0.0.13
+      image: ghcr.io/comfy-org/comfyui-ci-container:0.0.16
       credentials:
         username: ${{ github.actor }}
         password: ${{ secrets.GITHUB_TOKEN }}
@@ -97,14 +111,14 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        browser: [chromium-2x, chromium-0.5x, mobile-chrome]
+        browser: [chromium-2x, chromium-0.5x, mobile-chrome, cloud]
     steps:
       - name: Checkout repository
         uses: actions/checkout@v6
       - name: Download built frontend
         uses: actions/download-artifact@v7
         with:
-          name: frontend-dist
+          name: ${{ matrix.browser == 'cloud' && 'frontend-dist-cloud' || 'frontend-dist' }}
           path: dist/
 
       - name: Start ComfyUI server

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

@@ -1,4 +1,4 @@
-# Description: Unit and component testing with Vitest
+# Description: Unit and component testing with Vitest + coverage reporting
 name: 'CI: Tests Unit'
 
 on:
@@ -23,5 +23,12 @@ jobs:
       - name: Setup frontend
         uses: ./.github/actions/setup-frontend
 
-      - name: Run Vitest tests
-        run: pnpm test:unit
+      - name: Run Vitest tests with coverage
+        run: pnpm test:coverage
+
+      - name: Upload coverage to Codecov
+        if: always()
+        uses: codecov/codecov-action@1af58845a975a7985b0beb0cbe6fbbb71a41dbad # v5.5.3
+        with:
+          files: coverage/lcov.info
+          fail_ci_if_error: false

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

@@ -30,8 +30,6 @@ jobs:
 
       - name: Install pnpm
         uses: pnpm/action-setup@fc06bc1257f339d1d5d8b3a19a8cae5388b55320 # v4.4.0
-        with:
-          version: 10
 
       - name: Setup Node.js
         uses: actions/setup-node@v6

.github/workflows/pr-report.yaml

@@ -180,7 +180,7 @@ jobs:
           if git ls-remote --exit-code origin perf-data >/dev/null 2>&1; then
             git fetch origin perf-data --depth=1
             mkdir -p temp/perf-history
-            for file in $(git ls-tree --name-only origin/perf-data baselines/ 2>/dev/null | sort -r | head -10); do
+            for file in $(git ls-tree --name-only origin/perf-data baselines/ 2>/dev/null | sort -r | head -15); do
               git show "origin/perf-data:${file}" > "temp/perf-history/$(basename "$file")" 2>/dev/null || true
             done
             echo "Loaded $(ls temp/perf-history/*.json 2>/dev/null | wc -l) historical baselines"

.github/workflows/pr-update-playwright-expectations.yaml

@@ -77,7 +77,7 @@ jobs:
     needs: setup
     runs-on: ubuntu-latest
     container:
-      image: ghcr.io/comfy-org/comfyui-ci-container:0.0.13
+      image: ghcr.io/comfy-org/comfyui-ci-container:0.0.16
       credentials:
         username: ${{ github.actor }}
         password: ${{ secrets.GITHUB_TOKEN }}

.github/workflows/publish-desktop-ui.yaml

@@ -85,8 +85,6 @@ jobs:
 
       - name: Install pnpm
         uses: pnpm/action-setup@fc06bc1257f339d1d5d8b3a19a8cae5388b55320 # v4.4.0
-        with:
-          version: 10
 
       - name: Setup Node.js
         uses: actions/setup-node@v6

.github/workflows/release-biweekly-comfyui.yaml

@@ -76,8 +76,6 @@ jobs:
 
       - name: Install pnpm
         uses: pnpm/action-setup@fc06bc1257f339d1d5d8b3a19a8cae5388b55320 # v4.4.0
-        with:
-          version: 10
 
       - name: Setup Node.js
         uses: actions/setup-node@v6
@@ -203,8 +201,6 @@ jobs:
 
       - name: Install pnpm
         uses: pnpm/action-setup@fc06bc1257f339d1d5d8b3a19a8cae5388b55320 # v4.4.0
-        with:
-          version: 10
 
       - uses: actions/setup-node@v6
         with:

.github/workflows/release-draft-create.yaml

@@ -20,10 +20,10 @@ jobs:
     steps:
       - name: Checkout code
         uses: actions/checkout@v6
+
       - name: Install pnpm
         uses: pnpm/action-setup@fc06bc1257f339d1d5d8b3a19a8cae5388b55320 # v4.4.0
-        with:
-          version: 10
+
       - uses: actions/setup-node@v6
         with:
           node-version-file: '.nvmrc'

.github/workflows/release-npm-types.yaml

@@ -76,8 +76,6 @@ jobs:
 
       - name: Install pnpm
         uses: pnpm/action-setup@fc06bc1257f339d1d5d8b3a19a8cae5388b55320 # v4.4.0
-        with:
-          version: 10
 
       - name: Setup Node.js
         uses: actions/setup-node@v6

.github/workflows/release-pypi-dev.yaml

@@ -16,10 +16,10 @@ jobs:
     steps:
       - name: Checkout code
         uses: actions/checkout@v6
+
       - name: Install pnpm
         uses: pnpm/action-setup@fc06bc1257f339d1d5d8b3a19a8cae5388b55320 # v4.4.0
-        with:
-          version: 10
+
       - uses: actions/setup-node@v6
         with:
           node-version-file: '.nvmrc'

.github/workflows/release-version-bump.yaml

@@ -30,6 +30,7 @@ concurrency:
 
 jobs:
   bump-version:
+    if: github.repository == 'Comfy-Org/ComfyUI_frontend'
     runs-on: ubuntu-latest
     permissions:
       contents: write
@@ -143,8 +144,6 @@ jobs:
 
       - name: Install pnpm
         uses: pnpm/action-setup@fc06bc1257f339d1d5d8b3a19a8cae5388b55320 # v4.4.0
-        with:
-          version: 10
 
       - name: Setup Node.js
         uses: actions/setup-node@v6

.github/workflows/version-bump-desktop-ui.yaml

@@ -52,8 +52,6 @@ jobs:
 
       - name: Install pnpm
         uses: pnpm/action-setup@fc06bc1257f339d1d5d8b3a19a8cae5388b55320 # v4.4.0
-        with:
-          version: 10
 
       - name: Setup Node.js
         uses: actions/setup-node@v6

.github/workflows/weekly-docs-check.yaml

@@ -18,6 +18,7 @@ concurrency:
 
 jobs:
   docs-check:
+    if: github.repository == 'Comfy-Org/ComfyUI_frontend'
     runs-on: ubuntu-latest
     timeout-minutes: 45
     steps:
@@ -29,8 +30,6 @@ jobs:
 
       - name: Install pnpm
         uses: pnpm/action-setup@fc06bc1257f339d1d5d8b3a19a8cae5388b55320 # v4.4.0
-        with:
-          version: 10
 
       - name: Setup Node.js
         uses: actions/setup-node@v6

AGENTS.md

@@ -208,7 +208,7 @@ See @docs/testing/\*.md for detailed patterns.
 3. Keep your module mocks contained  
    Do not use global mutable state within the test file  
    Use `vi.hoisted()` if necessary to allow for per-test Arrange phase manipulation of deeper mock state
-4. For Component testing, use [Vue Test Utils](https://test-utils.vuejs.org/) and especially follow the advice [about making components easy to test](https://test-utils.vuejs.org/guide/essentials/easy-to-test.html)
+4. For Component testing, prefer [@testing-library/vue](https://testing-library.com/docs/vue-testing-library/intro/) with `@testing-library/user-event` for user-centric, behavioral tests. [Vue Test Utils](https://test-utils.vuejs.org/) is also accepted, especially for tests that need direct access to the component wrapper (e.g., `findComponent`, `emitted()`). Follow the advice [about making components easy to test](https://test-utils.vuejs.org/guide/essentials/easy-to-test.html)
 5. Aim for behavioral coverage of critical and new features
 
 ### Playwright / Browser / E2E Tests
@@ -216,6 +216,7 @@ See @docs/testing/\*.md for detailed patterns.
 1. Follow the Best Practices described [in the Playwright documentation](https://playwright.dev/docs/best-practices)
 2. Do not use waitForTimeout, use Locator actions and [retrying assertions](https://playwright.dev/docs/test-assertions#auto-retrying-assertions)
 3. Tags like `@mobile`, `@2x` are respected by config and should be used for relevant tests
+4. Type all API mock responses in `route.fulfill()` using generated types or schemas from `packages/ingest-types`, `packages/registry-types`, `src/workbench/extensions/manager/types/generatedManagerTypes.ts`, or `src/schemas/` — see `docs/guidance/playwright.md` for the full source-of-truth table
 
 ## External Resources
 
@@ -231,6 +232,18 @@ See @docs/testing/\*.md for detailed patterns.
 - Nx: <https://nx.dev/docs/reference/nx-commands>
 - [Practical Test Pyramid](https://martinfowler.com/articles/practical-test-pyramid.html)
 
+## Architecture Decision Records
+
+All architectural decisions are documented in `docs/adr/`. Code changes must be consistent with accepted ADRs. Proposed ADRs indicate design direction and should be treated as guidance. See `.agents/checks/adr-compliance.md` for automated validation rules.
+
+### Entity Architecture Constraints (ADR 0003 + ADR 0008)
+
+1. **Command pattern for all mutations**: Every entity state change must be a serializable, idempotent, deterministic command — replayable, undoable, and transmittable over CRDT. No imperative fire-and-forget mutation APIs. Systems produce command batches, not direct side effects.
+2. **Centralized registries and ECS-style access**: Entity data lives in the World (centralized registry), queried via `world.getComponent(entityId, ComponentType)`. Do not add new instance properties/methods to entity classes. Do not use OOP inheritance for entity modeling.
+3. **No god-object growth**: Do not add methods to `LGraphNode`, `LGraphCanvas`, `LGraph`, or `Subgraph`. Extract to systems, stores, or composables.
+4. **Plain data components**: ECS components are plain data objects — no methods, no back-references to parent entities. Behavior belongs in systems (pure functions).
+5. **Extension ecosystem impact**: Changes to entity callbacks (`onConnectionsChange`, `onRemoved`, `onAdded`, `onConnectInput/Output`, `onConfigure`, `onWidgetChanged`), `node.widgets` access, `node.serialize`, or `graph._version++` affect 40+ custom node repos and require migration guidance.
+
 ## Project Philosophy
 
 - Follow good software engineering principles

CODEOWNERS

@@ -41,16 +41,53 @@
 /src/components/templates/                        @Myestery @christian-byrne @comfyui-wiki
 
 # Mask Editor
-/src/extensions/core/maskeditor.ts                @trsommer @brucew4yn3rp
-/src/extensions/core/maskEditorLayerFilenames.ts  @trsommer @brucew4yn3rp
+/src/extensions/core/maskeditor.ts                @trsommer @brucew4yn3rp @jtydhr88
+/src/extensions/core/maskEditorLayerFilenames.ts  @trsommer @brucew4yn3rp @jtydhr88
+/src/components/maskeditor/                       @trsommer @brucew4yn3rp @jtydhr88
+/src/composables/maskeditor/                      @trsommer @brucew4yn3rp @jtydhr88
+/src/stores/maskEditorStore.ts                    @trsommer @brucew4yn3rp @jtydhr88
+/src/stores/maskEditorDataStore.ts                @trsommer @brucew4yn3rp @jtydhr88
+
+# Image Crop
+/src/extensions/core/imageCrop.ts                 @jtydhr88
+/src/components/imagecrop/                        @jtydhr88
+/src/composables/useImageCrop.ts                  @jtydhr88
+/src/lib/litegraph/src/widgets/ImageCropWidget.ts @jtydhr88
+
+# Image Compare
+/src/extensions/core/imageCompare.ts              @jtydhr88
+/src/renderer/extensions/vueNodes/widgets/components/WidgetImageCompare.vue       @jtydhr88
+/src/renderer/extensions/vueNodes/widgets/components/WidgetImageCompare.test.ts   @jtydhr88
+/src/renderer/extensions/vueNodes/widgets/components/WidgetImageCompare.stories.ts @jtydhr88
+/src/renderer/extensions/vueNodes/widgets/composables/useImageCompareWidget.ts    @jtydhr88
+/src/lib/litegraph/src/widgets/ImageCompareWidget.ts @jtydhr88
+
+# Painter
+/src/extensions/core/painter.ts                   @jtydhr88
+/src/components/painter/                           @jtydhr88
+/src/composables/painter/                          @jtydhr88
+/src/renderer/extensions/vueNodes/widgets/composables/usePainterWidget.ts @jtydhr88
+/src/lib/litegraph/src/widgets/PainterWidget.ts   @jtydhr88
 
 # 3D
 /src/extensions/core/load3d.ts                    @jtydhr88
+/src/extensions/core/load3dLazy.ts                @jtydhr88
+/src/extensions/core/load3d/                      @jtydhr88
 /src/components/load3d/                           @jtydhr88
+/src/composables/useLoad3d.ts                     @jtydhr88
+/src/composables/useLoad3d.test.ts                @jtydhr88
+/src/composables/useLoad3dDrag.ts                 @jtydhr88
+/src/composables/useLoad3dDrag.test.ts            @jtydhr88
+/src/composables/useLoad3dViewer.ts               @jtydhr88
+/src/composables/useLoad3dViewer.test.ts          @jtydhr88
+/src/services/load3dService.ts                    @jtydhr88
 
 # Manager
 /src/workbench/extensions/manager/                @viva-jinyi @christian-byrne @ltdrdata
 
+# Model-to-node mappings (cloud team)
+/src/platform/assets/mappings/                    @deepme987
+
 # LLM Instructions (blank on purpose)
 .claude/
 .cursor/

apps/desktop-ui/src/stores/maintenanceTaskStore.ts

@@ -15,7 +15,7 @@ type ValidationState = InstallValidation['basePath']
 type IndexedUpdate = InstallValidation & Record<string, ValidationState>
 
 /** State of a maintenance task, managed by the maintenance task store. */
-export class MaintenanceTaskRunner {
+class MaintenanceTaskRunner {
   constructor(readonly task: MaintenanceTask) {}
 
   private _state?: MaintenanceTaskState

apps/desktop-ui/vite.config.mts

@@ -1,6 +1,6 @@
 import tailwindcss from '@tailwindcss/vite'
 import vue from '@vitejs/plugin-vue'
-import dotenv from 'dotenv'
+import { config as dotenvConfig } from 'dotenv'
 import path from 'node:path'
 import { fileURLToPath } from 'node:url'
 import { FileSystemIconLoader } from 'unplugin-icons/loaders'
@@ -11,7 +11,7 @@ import { defineConfig } from 'vite'
 import { createHtmlPlugin } from 'vite-plugin-html'
 import vueDevTools from 'vite-plugin-vue-devtools'
 
-dotenv.config()
+dotenvConfig()
 
 const projectRoot = fileURLToPath(new URL('.', import.meta.url))
 

apps/website/.gitignore

@@ -0,0 +1,2 @@
+dist/
+.astro/

apps/website/astro.config.ts

@@ -0,0 +1,24 @@
+import { defineConfig } from 'astro/config'
+import vue from '@astrojs/vue'
+import tailwindcss from '@tailwindcss/vite'
+
+export default defineConfig({
+  site: 'https://comfy.org',
+  output: 'static',
+  integrations: [vue()],
+  vite: {
+    plugins: [tailwindcss()]
+  },
+  build: {
+    assetsPrefix: process.env.VERCEL_URL
+      ? `https://${process.env.VERCEL_URL}`
+      : undefined
+  },
+  i18n: {
+    locales: ['en', 'zh-CN'],
+    defaultLocale: 'en',
+    routing: {
+      prefixDefaultLocale: false
+    }
+  }
+})

apps/website/package.json

@@ -0,0 +1,80 @@
+{
+  "name": "@comfyorg/website",
+  "version": "0.0.1",
+  "private": true,
+  "type": "module",
+  "scripts": {
+    "dev": "astro dev",
+    "build": "astro build",
+    "preview": "astro preview"
+  },
+  "dependencies": {
+    "@comfyorg/design-system": "workspace:*",
+    "@vercel/analytics": "catalog:",
+    "vue": "catalog:"
+  },
+  "devDependencies": {
+    "@astrojs/vue": "catalog:",
+    "@tailwindcss/vite": "catalog:",
+    "astro": "catalog:",
+    "tailwindcss": "catalog:",
+    "typescript": "catalog:"
+  },
+  "nx": {
+    "tags": [
+      "scope:website",
+      "type:app"
+    ],
+    "targets": {
+      "dev": {
+        "executor": "nx:run-commands",
+        "continuous": true,
+        "options": {
+          "cwd": "apps/website",
+          "command": "astro dev"
+        }
+      },
+      "serve": {
+        "executor": "nx:run-commands",
+        "continuous": true,
+        "options": {
+          "cwd": "apps/website",
+          "command": "astro dev"
+        }
+      },
+      "build": {
+        "executor": "nx:run-commands",
+        "cache": true,
+        "dependsOn": [
+          "^build"
+        ],
+        "options": {
+          "cwd": "apps/website",
+          "command": "astro build"
+        },
+        "outputs": [
+          "{projectRoot}/dist"
+        ]
+      },
+      "preview": {
+        "executor": "nx:run-commands",
+        "continuous": true,
+        "dependsOn": [
+          "build"
+        ],
+        "options": {
+          "cwd": "apps/website",
+          "command": "astro preview"
+        }
+      },
+      "typecheck": {
+        "executor": "nx:run-commands",
+        "cache": true,
+        "options": {
+          "cwd": "apps/website",
+          "command": "astro check"
+        }
+      }
+    }
+  }
+}

apps/website/public/icons/social/discord.svg

@@ -0,0 +1 @@
+<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="currentColor"><path d="M20.317 4.492c-1.53-.69-3.17-1.2-4.885-1.49a.075.075 0 0 0-.079.036c-.21.369-.444.85-.608 1.23a18.566 18.566 0 0 0-5.487 0 12.36 12.36 0 0 0-.617-1.23A.077.077 0 0 0 8.562 3c-1.714.29-3.354.8-4.885 1.491a.07.07 0 0 0-.032.027C.533 9.093-.32 13.555.099 17.961a.08.08 0 0 0 .031.055 20.03 20.03 0 0 0 5.993 2.98.078.078 0 0 0 .084-.026c.462-.62.874-1.275 1.226-1.963.021-.04.001-.088-.041-.104a13.201 13.201 0 0 1-1.872-.878.075.075 0 0 1-.008-.125c.126-.093.252-.19.372-.287a.075.075 0 0 1 .078-.01c3.927 1.764 8.18 1.764 12.061 0a.075.075 0 0 1 .079.009c.12.098.245.195.372.288a.075.075 0 0 1-.006.125c-.598.344-1.22.635-1.873.877a.075.075 0 0 0-.041.105c.36.687.772 1.341 1.225 1.962a.077.077 0 0 0 .084.028 19.963 19.963 0 0 0 6.002-2.981.076.076 0 0 0 .032-.054c.5-5.094-.838-9.52-3.549-13.442a.06.06 0 0 0-.031-.028ZM8.02 15.278c-1.182 0-2.157-1.069-2.157-2.38 0-1.312.956-2.38 2.157-2.38 1.21 0 2.176 1.077 2.157 2.38 0 1.312-.956 2.38-2.157 2.38Zm7.975 0c-1.183 0-2.157-1.069-2.157-2.38 0-1.312.955-2.38 2.157-2.38 1.21 0 2.176 1.077 2.157 2.38 0 1.312-.946 2.38-2.157 2.38Z"/></svg>

apps/website/public/icons/social/github.svg

@@ -0,0 +1 @@
+<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="currentColor"><path d="M12 2C6.477 2 2 6.484 2 12.017c0 4.425 2.865 8.18 6.839 9.504.5.092.682-.217.682-.483 0-.237-.008-.868-.013-1.703-2.782.605-3.369-1.343-3.369-1.343-.454-1.158-1.11-1.466-1.11-1.466-.908-.62.069-.608.069-.608 1.003.07 1.531 1.032 1.531 1.032.892 1.53 2.341 1.088 2.91.832.092-.647.35-1.088.636-1.338-2.22-.253-4.555-1.113-4.555-4.951 0-1.093.39-1.988 1.029-2.688-.103-.253-.446-1.272.098-2.65 0 0 .84-.27 2.75 1.026A9.564 9.564 0 0 1 12 6.844a9.59 9.59 0 0 1 2.504.337c1.909-1.296 2.747-1.027 2.747-1.027.546 1.379.202 2.398.1 2.651.64.7 1.028 1.595 1.028 2.688 0 3.848-2.339 4.695-4.566 4.943.359.309.678.92.678 1.855 0 1.338-.012 2.419-.012 2.747 0 .268.18.58.688.482A10.02 10.02 0 0 0 22 12.017C22 6.484 17.522 2 12 2Z"/></svg>

apps/website/public/icons/social/instagram.svg

@@ -0,0 +1 @@
+<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="currentColor"><path d="M12 2.163c3.204 0 3.584.012 4.85.07 3.252.148 4.771 1.691 4.919 4.919.058 1.265.069 1.645.069 4.849 0 3.205-.012 3.584-.069 4.849-.149 3.225-1.664 4.771-4.919 4.919-1.266.058-1.644.07-4.85.07-3.204 0-3.584-.012-4.849-.07-3.26-.149-4.771-1.699-4.919-4.92-.058-1.265-.07-1.644-.07-4.849 0-3.204.013-3.583.07-4.849.149-3.227 1.664-4.771 4.919-4.919 1.266-.057 1.645-.069 4.849-.069ZM12 0C8.741 0 8.333.014 7.053.072 2.695.272.273 2.69.073 7.052.014 8.333 0 8.741 0 12c0 3.259.014 3.668.072 4.948.2 4.358 2.618 6.78 6.98 6.98C8.333 23.986 8.741 24 12 24c3.259 0 3.668-.014 4.948-.072 4.354-.2 6.782-2.618 6.979-6.98.059-1.28.073-1.689.073-4.948 0-3.259-.014-3.667-.072-4.947-.196-4.354-2.617-6.78-6.979-6.98C15.668.014 15.259 0 12 0Zm0 5.838a6.162 6.162 0 1 0 0 12.324 6.162 6.162 0 0 0 0-12.324ZM12 16a4 4 0 1 1 0-8 4 4 0 0 1 0 8Zm6.406-11.845a1.44 1.44 0 1 0 0 2.881 1.44 1.44 0 0 0 0-2.881Z"/></svg>

apps/website/public/icons/social/linkedin.svg

@@ -0,0 +1 @@
+<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="currentColor"><path d="M20.447 20.452h-3.554v-5.569c0-1.328-.027-3.037-1.852-3.037-1.853 0-2.136 1.445-2.136 2.939v5.667H9.351V9h3.414v1.561h.046c.477-.9 1.637-1.85 3.37-1.85 3.601 0 4.267 2.37 4.267 5.455v6.286ZM5.337 7.433a2.062 2.062 0 0 1-2.063-2.065 2.064 2.064 0 1 1 2.063 2.065Zm1.782 13.019H3.555V9h3.564v11.452ZM22.225 0H1.771C.792 0 0 .774 0 1.729v20.542C0 23.227.792 24 1.771 24h20.451C23.2 24 24 23.227 24 22.271V1.729C24 .774 23.2 0 22.222 0h.003Z"/></svg>

apps/website/public/icons/social/reddit.svg

@@ -0,0 +1 @@
+<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="currentColor"><path d="M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2Zm5.8 11.33c.02.16.03.33.03.5 0 2.55-2.97 4.63-6.63 4.63-3.65 0-6.62-2.07-6.62-4.63 0-.17.01-.34.03-.5a1.58 1.58 0 0 1-.63-1.27c0-.88.72-1.59 1.6-1.59.44 0 .83.18 1.12.46 1.1-.79 2.62-1.3 4.31-1.37l.73-3.44a.32.32 0 0 1 .39-.24l2.43.52a1.13 1.13 0 0 1 2.15.36 1.13 1.13 0 0 1-1.13 1.12 1.13 1.13 0 0 1-1.08-.82l-2.16-.46-.65 3.07c1.65.09 3.14.59 4.22 1.36.29-.28.69-.46 1.13-.46.88 0 1.6.71 1.6 1.59 0 .52-.25.97-.63 1.27ZM9.5 13.5c0 .63.51 1.13 1.13 1.13s1.12-.5 1.12-1.13-.5-1.12-1.12-1.12-1.13.5-1.13 1.12Zm5.75 2.55c-.69.69-2 .73-3.25.73s-2.56-.04-3.25-.73a.32.32 0 1 1 .45-.45c.44.44 1.37.6 2.8.6 1.43 0 2.37-.16 2.8-.6a.32.32 0 1 1 .45.45Zm-.37-1.42c.62 0 1.13-.5 1.13-1.13 0-.62-.51-1.12-1.13-1.12-.63 0-1.13.5-1.13 1.12 0 .63.5 1.13 1.13 1.13Z"/></svg>

apps/website/public/icons/social/x.svg

@@ -0,0 +1 @@
+<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" fill="currentColor"><path d="M18.244 2.25h3.308l-7.227 8.26 8.502 11.24H16.17l-5.214-6.817L4.99 21.75H1.68l7.73-8.835L1.254 2.25H8.08l4.713 6.231zm-1.161 17.52h1.833L7.084 4.126H5.117z"/></svg>

apps/website/src/components/AcademySection.vue

@@ -0,0 +1,47 @@
+<script setup lang="ts">
+const features = [
+  { icon: '📚', label: 'Guided Tutorials' },
+  { icon: '🎥', label: 'Video Courses' },
+  { icon: '🛠️', label: 'Hands-on Projects' }
+]
+</script>
+
+<template>
+  <section class="bg-charcoal-800 py-24">
+    <div class="mx-auto max-w-3xl px-6 text-center">
+      <!-- Badge -->
+      <span
+        class="inline-block rounded-full bg-brand-yellow/10 px-4 py-1.5 text-xs uppercase tracking-widest text-brand-yellow"
+      >
+        COMFY ACADEMY
+      </span>
+
+      <h2 class="mt-6 text-3xl font-bold text-white">Master AI Workflows</h2>
+
+      <p class="mt-4 text-smoke-700">
+        Learn to build professional AI workflows with guided tutorials, video
+        courses, and hands-on projects.
+      </p>
+
+      <!-- Feature bullets -->
+      <div class="mt-8 flex flex-wrap items-center justify-center gap-8">
+        <div
+          v-for="feature in features"
+          :key="feature.label"
+          class="flex items-center gap-2 text-sm text-white"
+        >
+          <span aria-hidden="true">{{ feature.icon }}</span>
+          <span>{{ feature.label }}</span>
+        </div>
+      </div>
+
+      <!-- CTA -->
+      <a
+        href="/academy"
+        class="mt-8 inline-block rounded-full bg-brand-yellow px-8 py-3 text-sm font-semibold text-black transition-opacity hover:opacity-90"
+      >
+        EXPLORE ACADEMY
+      </a>
+    </div>
+  </section>
+</template>

apps/website/src/components/CTASection.vue

@@ -0,0 +1,66 @@
+<script setup lang="ts">
+const cards = [
+  {
+    icon: '🖥️',
+    title: 'Comfy Desktop',
+    description: 'Full power on your local machine. Free and open source.',
+    cta: 'DOWNLOAD',
+    href: '/download',
+    outlined: false
+  },
+  {
+    icon: '☁️',
+    title: 'Comfy Cloud',
+    description: 'Run workflows in the cloud. No GPU required.',
+    cta: 'TRY CLOUD',
+    href: 'https://app.comfy.org',
+    outlined: false
+  },
+  {
+    icon: '⚡',
+    title: 'Comfy API',
+    description: 'Integrate AI generation into your applications.',
+    cta: 'VIEW DOCS',
+    href: 'https://docs.comfy.org',
+    outlined: true
+  }
+]
+</script>
+
+<template>
+  <section class="bg-charcoal-800 py-24">
+    <div class="mx-auto max-w-5xl px-6">
+      <h2 class="text-center text-3xl font-bold text-white">
+        Choose Your Way to Comfy
+      </h2>
+
+      <!-- CTA cards -->
+      <div class="mt-12 grid grid-cols-1 gap-6 md:grid-cols-3">
+        <a
+          v-for="card in cards"
+          :key="card.title"
+          :href="card.href"
+          class="flex flex-1 flex-col items-center rounded-xl border border-white/10 bg-charcoal-600 p-8 text-center transition-colors hover:border-brand-yellow"
+        >
+          <span class="text-4xl" aria-hidden="true">{{ card.icon }}</span>
+          <h3 class="mt-4 text-xl font-semibold text-white">
+            {{ card.title }}
+          </h3>
+          <p class="mt-2 text-sm text-smoke-700">
+            {{ card.description }}
+          </p>
+          <span
+            class="mt-6 inline-block rounded-full px-6 py-2 text-sm font-semibold transition-opacity hover:opacity-90"
+            :class="
+              card.outlined
+                ? 'border border-brand-yellow text-brand-yellow'
+                : 'bg-brand-yellow text-black'
+            "
+          >
+            {{ card.cta }}
+          </span>
+        </a>
+      </div>
+    </div>
+  </section>
+</template>

apps/website/src/components/CaseStudySpotlight.vue

@@ -0,0 +1,77 @@
+<!-- TODO: Replace placeholder content with real quotes and case studies -->
+<script setup lang="ts">
+const studies = [
+  {
+    title: 'New Pipelines with Chord Mode',
+    body: 'For AI-assisted texture and environment generation across studio pipelines.',
+    highlight: false,
+    gridClass: 'md:row-span-2'
+  },
+  {
+    title: 'AI-Assisted Texture and Environment',
+    body: 'For AI-assisted texture and environment generation across studio pipelines.',
+    highlight: false,
+    gridClass: 'min-h-[300px] lg:col-span-2'
+  },
+  {
+    title: 'Open-sourced the Chord Mode',
+    body: 'For AI-assisted texture and environment generation across studio pipelines.',
+    highlight: false,
+    gridClass: 'min-h-[200px]'
+  },
+  {
+    title: 'Environment Generation',
+    body: 'For AI-assisted texture and environment generation across studio pipelines.',
+    highlight: true,
+    gridClass: 'min-h-[200px]'
+  }
+]
+</script>
+
+<template>
+  <section class="bg-black px-6 py-24">
+    <div class="mx-auto max-w-7xl">
+      <header class="mb-12">
+        <h2 class="text-3xl font-bold text-white">Customer Stories</h2>
+        <p class="mt-2 text-smoke-700">
+          See how leading studios use Comfy in production
+        </p>
+      </header>
+
+      <!-- Bento grid -->
+      <div
+        class="relative grid grid-cols-1 gap-4 md:grid-cols-2 lg:grid-cols-3"
+      >
+        <article
+          v-for="study in studies"
+          :key="study.title"
+          class="flex flex-col justify-end rounded-2xl border border-brand-yellow/30 p-6"
+          :class="[
+            study.gridClass,
+            study.highlight ? 'bg-brand-yellow' : 'bg-charcoal-600'
+          ]"
+        >
+          <h3
+            class="font-semibold"
+            :class="study.highlight ? 'text-black' : 'text-white'"
+          >
+            {{ study.title }}
+          </h3>
+          <p
+            class="mt-2 text-sm"
+            :class="study.highlight ? 'text-black/70' : 'text-smoke-700'"
+          >
+            {{ study.body }}
+          </p>
+          <a
+            href="/case-studies"
+            class="mt-4 text-sm underline"
+            :class="study.highlight ? 'text-black' : 'text-brand-yellow'"
+          >
+            READ CASE STUDY
+          </a>
+        </article>
+      </div>
+    </div>
+  </section>
+</template>

apps/website/src/components/GetStartedSection.vue

@@ -0,0 +1,62 @@
+<script setup lang="ts">
+const steps = [
+  {
+    number: '1',
+    title: 'Download & Sign Up',
+    description: 'Get Comfy Desktop for free or create a Cloud account'
+  },
+  {
+    number: '2',
+    title: 'Load a Workflow',
+    description:
+      'Choose from thousands of community workflows or build your own'
+  },
+  {
+    number: '3',
+    title: 'Generate',
+    description: 'Hit run and watch your AI workflow come to life'
+  }
+]
+</script>
+
+<template>
+  <section class="border-t border-white/10 bg-black py-24">
+    <div class="mx-auto max-w-7xl px-6 text-center">
+      <h2 class="text-3xl font-bold text-white">Get Started in Minutes</h2>
+      <p class="mt-4 text-smoke-700">
+        From download to your first AI-generated output in three simple steps
+      </p>
+
+      <!-- Steps -->
+      <div class="mt-16 grid grid-cols-1 gap-8 md:grid-cols-3">
+        <div v-for="(step, index) in steps" :key="step.number" class="relative">
+          <!-- Connecting line between steps (desktop only) -->
+          <div
+            v-if="index < steps.length - 1"
+            class="absolute right-0 top-8 hidden w-full translate-x-1/2 border-t border-brand-yellow/20 md:block"
+          />
+
+          <div class="relative">
+            <span class="text-6xl font-bold text-brand-yellow/20">
+              {{ step.number }}
+            </span>
+            <h3 class="mt-2 text-xl font-semibold text-white">
+              {{ step.title }}
+            </h3>
+            <p class="mt-2 text-sm text-smoke-700">
+              {{ step.description }}
+            </p>
+          </div>
+        </div>
+      </div>
+
+      <!-- CTA -->
+      <a
+        href="/download"
+        class="mt-12 inline-block rounded-full bg-brand-yellow px-8 py-3 text-sm font-semibold text-black transition-opacity hover:opacity-90"
+      >
+        DOWNLOAD COMFY
+      </a>
+    </div>
+  </section>
+</template>

apps/website/src/components/HeroSection.vue

@@ -0,0 +1,68 @@
+<script setup lang="ts">
+const ctaButtons = [
+  {
+    label: 'GET STARTED',
+    href: 'https://app.comfy.org',
+    variant: 'solid' as const
+  },
+  {
+    label: 'LEARN MORE',
+    href: '/about',
+    variant: 'outline' as const
+  }
+]
+</script>
+
+<template>
+  <section
+    class="relative flex min-h-screen items-center overflow-hidden bg-black pt-16"
+  >
+    <div
+      class="mx-auto flex w-full max-w-7xl flex-col items-center gap-12 px-6 md:flex-row md:gap-0"
+    >
+      <!-- Left: C Monogram -->
+      <div class="flex w-full items-center justify-center md:w-[55%]">
+        <div class="relative -ml-12 -rotate-15 md:-ml-24" aria-hidden="true">
+          <div
+            class="h-64 w-64 rounded-full border-[40px] border-brand-yellow md:h-[28rem] md:w-[28rem] md:border-[64px] lg:h-[36rem] lg:w-[36rem] lg:border-[80px]"
+          >
+            <!-- Gap on the right side to form "C" shape -->
+            <div
+              class="absolute right-0 top-1/2 h-32 w-24 -translate-y-1/2 translate-x-1/2 bg-black md:h-48 md:w-36 lg:h-64 lg:w-48"
+            />
+          </div>
+        </div>
+      </div>
+
+      <!-- Right: Text content -->
+      <div class="flex w-full flex-col items-start md:w-[45%]">
+        <h1
+          class="text-5xl font-bold leading-tight tracking-tight text-white md:text-6xl lg:text-7xl"
+        >
+          Professional Control of Visual AI
+        </h1>
+
+        <p class="mt-6 max-w-lg text-lg text-smoke-700">
+          Comfy is the AI creation engine for visual professionals who demand
+          control over every model, every parameter, and every output.
+        </p>
+
+        <div class="mt-8 flex flex-wrap gap-4">
+          <a
+            v-for="btn in ctaButtons"
+            :key="btn.label"
+            :href="btn.href"
+            class="rounded-full px-8 py-3 text-sm font-semibold transition-opacity hover:opacity-90"
+            :class="
+              btn.variant === 'solid'
+                ? 'bg-brand-yellow text-black'
+                : 'border border-brand-yellow text-brand-yellow'
+            "
+          >
+            {{ btn.label }}
+          </a>
+        </div>
+      </div>
+    </div>
+  </section>
+</template>

apps/website/src/components/ManifestoSection.vue

@@ -0,0 +1,26 @@
+<template>
+  <section class="bg-black py-24">
+    <div class="mx-auto max-w-4xl px-6 text-center">
+      <!-- Decorative quote mark -->
+      <span class="text-6xl text-brand-yellow opacity-30" aria-hidden="true">
+        &laquo;
+      </span>
+
+      <h2 class="text-4xl font-bold text-white md:text-5xl">
+        Method, Not Magic
+      </h2>
+
+      <p class="mx-auto mt-6 max-w-2xl text-lg leading-relaxed text-smoke-700">
+        We believe in giving creators real control over AI. Not black boxes. Not
+        magic buttons. But transparent, reproducible, node-by-node control over
+        every step of the creative process.
+      </p>
+
+      <!-- Separator line -->
+      <div
+        class="mx-auto mt-8 h-0.5 w-24 bg-brand-yellow opacity-30"
+        aria-hidden="true"
+      />
+    </div>
+  </section>
+</template>

apps/website/src/components/ProductShowcase.vue

@@ -0,0 +1,51 @@
+<!-- TODO: Replace with actual workflow demo content -->
+<script setup lang="ts">
+const features = ['Node-Based Editor', 'Real-Time Preview', 'Version Control']
+</script>
+
+<template>
+  <section class="bg-charcoal-800 py-24">
+    <div class="mx-auto max-w-7xl px-6">
+      <!-- Section header -->
+      <div class="text-center">
+        <h2 class="text-3xl font-bold text-white">See Comfy in Action</h2>
+        <p class="mx-auto mt-4 max-w-2xl text-smoke-700">
+          Watch how professionals build AI workflows with unprecedented control
+        </p>
+      </div>
+
+      <!-- Placeholder video area -->
+      <div
+        class="mt-12 flex aspect-video items-center justify-center rounded-2xl border border-white/10 bg-charcoal-600"
+      >
+        <div class="flex flex-col items-center gap-4">
+          <!-- Play button triangle -->
+          <div
+            class="flex h-16 w-16 items-center justify-center rounded-full border-2 border-white/20"
+            aria-hidden="true"
+          >
+            <div
+              class="ml-1 h-0 w-0 border-y-8 border-l-[14px] border-y-transparent border-l-white"
+            />
+          </div>
+          <p class="text-sm text-smoke-700">Workflow Demo Coming Soon</p>
+        </div>
+      </div>
+
+      <!-- Feature labels -->
+      <div class="mt-8 flex flex-wrap items-center justify-center gap-6">
+        <div
+          v-for="feature in features"
+          :key="feature"
+          class="flex items-center gap-2"
+        >
+          <span
+            class="h-2 w-2 rounded-full bg-brand-yellow"
+            aria-hidden="true"
+          />
+          <span class="text-sm text-smoke-700">{{ feature }}</span>
+        </div>
+      </div>
+    </div>
+  </section>
+</template>

apps/website/src/components/SiteFooter.vue

@@ -0,0 +1,143 @@
+<script setup lang="ts">
+const columns = [
+  {
+    title: 'Product',
+    links: [
+      { label: 'Comfy Desktop', href: '/download' },
+      { label: 'Comfy Cloud', href: 'https://app.comfy.org' },
+      { label: 'ComfyHub', href: 'https://hub.comfy.org' },
+      { label: 'Pricing', href: '/pricing' }
+    ]
+  },
+  {
+    title: 'Resources',
+    links: [
+      { label: 'Documentation', href: 'https://docs.comfy.org' },
+      { label: 'Blog', href: 'https://blog.comfy.org' },
+      { label: 'Gallery', href: '/gallery' },
+      { label: 'GitHub', href: 'https://github.com/comfyanonymous/ComfyUI' }
+    ]
+  },
+  {
+    title: 'Company',
+    links: [
+      { label: 'About', href: '/about' },
+      { label: 'Careers', href: '/careers' },
+      { label: 'Enterprise', href: '/enterprise' }
+    ]
+  },
+  {
+    title: 'Legal',
+    links: [
+      { label: 'Terms of Service', href: '/terms-of-service' },
+      { label: 'Privacy Policy', href: '/privacy-policy' }
+    ]
+  }
+]
+
+const socials = [
+  {
+    label: 'GitHub',
+    href: 'https://github.com/comfyanonymous/ComfyUI',
+    icon: '/icons/social/github.svg'
+  },
+  {
+    label: 'Discord',
+    href: 'https://discord.gg/comfyorg',
+    icon: '/icons/social/discord.svg'
+  },
+  {
+    label: 'X',
+    href: 'https://x.com/comaboratory',
+    icon: '/icons/social/x.svg'
+  },
+  {
+    label: 'Reddit',
+    href: 'https://reddit.com/r/comfyui',
+    icon: '/icons/social/reddit.svg'
+  },
+  {
+    label: 'LinkedIn',
+    href: 'https://linkedin.com/company/comfyorg',
+    icon: '/icons/social/linkedin.svg'
+  },
+  {
+    label: 'Instagram',
+    href: 'https://instagram.com/comfyorg',
+    icon: '/icons/social/instagram.svg'
+  }
+]
+</script>
+
+<template>
+  <footer class="border-t border-white/10 bg-black">
+    <div
+      class="mx-auto grid max-w-7xl gap-8 px-6 py-16 sm:grid-cols-2 lg:grid-cols-5"
+    >
+      <!-- Brand -->
+      <div class="lg:col-span-1">
+        <a href="/" class="text-2xl font-bold text-brand-yellow italic">
+          Comfy
+        </a>
+        <p class="mt-4 text-sm text-smoke-700">
+          Professional control of visual AI.
+        </p>
+      </div>
+
+      <!-- Link columns -->
+      <nav
+        v-for="column in columns"
+        :key="column.title"
+        :aria-label="column.title"
+        class="flex flex-col gap-3"
+      >
+        <h3 class="text-sm font-semibold text-white">{{ column.title }}</h3>
+        <a
+          v-for="link in column.links"
+          :key="link.href"
+          :href="link.href"
+          class="text-sm text-smoke-700 transition-colors hover:text-white"
+        >
+          {{ link.label }}
+        </a>
+      </nav>
+    </div>
+
+    <!-- Bottom bar -->
+    <div class="border-t border-white/10">
+      <div
+        class="mx-auto flex max-w-7xl flex-col items-center justify-between gap-4 p-6 sm:flex-row"
+      >
+        <p class="text-sm text-smoke-700">
+          &copy; {{ new Date().getFullYear() }} Comfy Org. All rights reserved.
+        </p>
+
+        <!-- Social icons -->
+        <div class="flex items-center gap-4">
+          <a
+            v-for="social in socials"
+            :key="social.label"
+            :href="social.href"
+            :aria-label="social.label"
+            target="_blank"
+            rel="noopener noreferrer"
+            class="text-smoke-700 transition-colors hover:text-white"
+          >
+            <span
+              class="inline-block size-5 bg-current"
+              :style="{
+                maskImage: `url(${social.icon})`,
+                maskSize: 'contain',
+                maskRepeat: 'no-repeat',
+                WebkitMaskImage: `url(${social.icon})`,
+                WebkitMaskSize: 'contain',
+                WebkitMaskRepeat: 'no-repeat'
+              }"
+              aria-hidden="true"
+            />
+          </a>
+        </div>
+      </div>
+    </div>
+  </footer>
+</template>

apps/website/src/components/SiteNav.vue

@@ -0,0 +1,149 @@
+<script setup lang="ts">
+import { onMounted, onUnmounted, ref } from 'vue'
+
+const mobileMenuOpen = ref(false)
+const currentPath = ref('')
+
+const navLinks = [
+  { label: 'ENTERPRISE', href: '/enterprise' },
+  { label: 'GALLERY', href: '/gallery' },
+  { label: 'ABOUT', href: '/about' },
+  { label: 'CAREERS', href: '/careers' }
+]
+
+const ctaLinks = [
+  {
+    label: 'COMFY CLOUD',
+    href: 'https://app.comfy.org',
+    primary: true
+  },
+  {
+    label: 'COMFY HUB',
+    href: 'https://hub.comfy.org',
+    primary: false
+  }
+]
+
+function onKeydown(e: KeyboardEvent) {
+  if (e.key === 'Escape' && mobileMenuOpen.value) {
+    mobileMenuOpen.value = false
+  }
+}
+
+function onAfterSwap() {
+  mobileMenuOpen.value = false
+  currentPath.value = window.location.pathname
+}
+
+onMounted(() => {
+  document.addEventListener('keydown', onKeydown)
+  document.addEventListener('astro:after-swap', onAfterSwap)
+  currentPath.value = window.location.pathname
+})
+
+onUnmounted(() => {
+  document.removeEventListener('keydown', onKeydown)
+  document.removeEventListener('astro:after-swap', onAfterSwap)
+})
+</script>
+
+<template>
+  <nav
+    class="fixed top-0 left-0 right-0 z-50 bg-black/80 backdrop-blur-md"
+    aria-label="Main navigation"
+  >
+    <div class="mx-auto flex max-w-7xl items-center justify-between px-6 py-4">
+      <!-- Logo -->
+      <a href="/" class="text-2xl font-bold italic text-brand-yellow">
+        Comfy
+      </a>
+
+      <!-- Desktop nav links -->
+      <div class="hidden items-center gap-8 md:flex">
+        <a
+          v-for="link in navLinks"
+          :key="link.href"
+          :href="link.href"
+          :aria-current="currentPath === link.href ? 'page' : undefined"
+          class="text-sm font-medium tracking-wide text-white transition-colors hover:text-brand-yellow"
+        >
+          {{ link.label }}
+        </a>
+
+        <div class="flex items-center gap-3">
+          <a
+            v-for="cta in ctaLinks"
+            :key="cta.href"
+            :href="cta.href"
+            :class="
+              cta.primary
+                ? 'bg-brand-yellow text-black hover:opacity-90 transition-opacity'
+                : 'border border-brand-yellow text-brand-yellow hover:bg-brand-yellow hover:text-black transition-colors'
+            "
+            class="rounded-full px-5 py-2 text-sm font-semibold"
+          >
+            {{ cta.label }}
+          </a>
+        </div>
+      </div>
+
+      <!-- Mobile hamburger -->
+      <button
+        class="flex flex-col gap-1.5 md:hidden"
+        aria-label="Toggle menu"
+        aria-controls="site-mobile-menu"
+        :aria-expanded="mobileMenuOpen"
+        @click="mobileMenuOpen = !mobileMenuOpen"
+      >
+        <span
+          class="block h-0.5 w-6 bg-white transition-transform"
+          :class="mobileMenuOpen && 'translate-y-2 rotate-45'"
+        />
+        <span
+          class="block h-0.5 w-6 bg-white transition-opacity"
+          :class="mobileMenuOpen && 'opacity-0'"
+        />
+        <span
+          class="block h-0.5 w-6 bg-white transition-transform"
+          :class="mobileMenuOpen && '-translate-y-2 -rotate-45'"
+        />
+      </button>
+    </div>
+
+    <!-- Mobile menu -->
+    <div
+      v-show="mobileMenuOpen"
+      id="site-mobile-menu"
+      class="border-t border-white/10 bg-black px-6 pb-6 md:hidden"
+    >
+      <div class="flex flex-col gap-4 pt-4">
+        <a
+          v-for="link in navLinks"
+          :key="link.href"
+          :href="link.href"
+          :aria-current="currentPath === link.href ? 'page' : undefined"
+          class="text-sm font-medium tracking-wide text-white transition-colors hover:text-brand-yellow"
+          @click="mobileMenuOpen = false"
+        >
+          {{ link.label }}
+        </a>
+
+        <div class="flex flex-col gap-3 pt-2">
+          <a
+            v-for="cta in ctaLinks"
+            :key="cta.href"
+            :href="cta.href"
+            :class="
+              cta.primary
+                ? 'bg-brand-yellow text-black hover:opacity-90 transition-opacity'
+                : 'border border-brand-yellow text-brand-yellow hover:bg-brand-yellow hover:text-black transition-colors'
+            "
+            class="rounded-full px-5 py-2 text-center text-sm font-semibold"
+          >
+            {{ cta.label }}
+          </a>
+        </div>
+      </div>
+    </div>
+  </nav>
+</template>

apps/website/src/components/SocialProofBar.vue

@@ -0,0 +1,58 @@
+<script setup lang="ts">
+const logos = [
+  'Harman',
+  'Tencent',
+  'Nike',
+  'HP',
+  'Autodesk',
+  'Apple',
+  'Ubisoft',
+  'Lucid',
+  'Amazon',
+  'Netflix',
+  'Pixomondo',
+  'EA'
+]
+
+const metrics = [
+  { value: '60K+', label: 'Custom Nodes' },
+  { value: '106K+', label: 'GitHub Stars' },
+  { value: '500K+', label: 'Community Members' }
+]
+</script>
+
+<template>
+  <section class="border-y border-white/10 bg-black py-16">
+    <div class="mx-auto max-w-7xl px-6">
+      <!-- Heading -->
+      <p
+        class="text-center text-xs font-medium uppercase tracking-widest text-smoke-700"
+      >
+        Trusted by Industry Leaders
+      </p>
+
+      <!-- Logo row -->
+      <div
+        class="mt-10 flex flex-wrap items-center justify-center gap-4 md:gap-6"
+      >
+        <span
+          v-for="company in logos"
+          :key="company"
+          class="rounded-full border border-white/10 px-6 py-2 text-sm text-smoke-700"
+        >
+          {{ company }}
+        </span>
+      </div>
+
+      <!-- Metrics row -->
+      <div
+        class="mt-14 flex flex-col items-center justify-center gap-10 sm:flex-row sm:gap-12"
+      >
+        <div v-for="metric in metrics" :key="metric.label" class="text-center">
+          <p class="text-3xl font-bold text-white">{{ metric.value }}</p>
+          <p class="mt-1 text-sm text-smoke-700">{{ metric.label }}</p>
+        </div>
+      </div>
+    </div>
+  </section>
+</template>

apps/website/src/components/TestimonialsSection.vue

@@ -0,0 +1,92 @@
+<script setup lang="ts">
+import { computed, ref } from 'vue'
+
+const activeFilter = ref('All')
+
+const industries = ['All', 'VFX', 'Gaming', 'Advertising', 'Photography']
+
+const testimonials = [
+  {
+    quote:
+      'Comfy has transformed our VFX pipeline. The node-based approach gives us unprecedented control over every step of the generation process.',
+    name: 'Sarah Chen',
+    title: 'Lead Technical Artist',
+    company: 'Studio Alpha',
+    industry: 'VFX'
+  },
+  {
+    quote:
+      'The level of control over AI generation is unmatched. We can iterate on game assets faster than ever before.',
+    name: 'Marcus Rivera',
+    title: 'Creative Director',
+    company: 'PixelForge',
+    industry: 'Gaming'
+  },
+  {
+    quote:
+      'We\u2019ve cut our iteration time by 70%. Comfy workflows let our team produce high-quality creative assets at scale.',
+    name: 'Yuki Tanaka',
+    title: 'Head of AI',
+    company: 'CreativeX',
+    industry: 'Advertising'
+  }
+]
+
+const filteredTestimonials = computed(() => {
+  if (activeFilter.value === 'All') return testimonials
+  return testimonials.filter((t) => t.industry === activeFilter.value)
+})
+</script>
+
+<template>
+  <section class="bg-black py-24">
+    <div class="mx-auto max-w-7xl px-6">
+      <h2 class="text-center text-3xl font-bold text-white">
+        What Professionals Say
+      </h2>
+
+      <!-- Industry filter pills -->
+      <div class="mt-8 flex flex-wrap items-center justify-center gap-3">
+        <button
+          v-for="industry in industries"
+          :key="industry"
+          class="cursor-pointer rounded-full px-4 py-1.5 text-sm transition-colors"
+          :class="
+            activeFilter === industry
+              ? 'bg-brand-yellow text-black'
+              : 'border border-white/10 text-smoke-700 hover:border-brand-yellow'
+          "
+          @click="activeFilter = industry"
+        >
+          {{ industry }}
+        </button>
+      </div>
+
+      <!-- Testimonial cards -->
+      <div class="mt-12 grid grid-cols-1 gap-6 md:grid-cols-3">
+        <article
+          v-for="testimonial in filteredTestimonials"
+          :key="testimonial.name"
+          class="rounded-xl border border-white/10 bg-charcoal-600 p-6"
+        >
+          <blockquote class="text-base italic text-white">
+            &ldquo;{{ testimonial.quote }}&rdquo;
+          </blockquote>
+
+          <p class="mt-4 text-sm font-semibold text-white">
+            {{ testimonial.name }}
+          </p>
+          <p class="text-sm text-smoke-700">
+            {{ testimonial.title }}, {{ testimonial.company }}
+          </p>
+
+          <span
+            class="mt-3 inline-block rounded-full bg-white/5 px-2 py-0.5 text-xs text-smoke-700"
+          >
+            {{ testimonial.industry }}
+          </span>
+        </article>
+      </div>
+    </div>
+  </section>
+</template>

apps/website/src/components/UseCaseSection.vue

@@ -0,0 +1,74 @@
+<!-- TODO: Wire category content swap when final assets arrive -->
+<script setup lang="ts">
+import { ref } from 'vue'
+
+const categories = [
+  'VFX & Animation',
+  'Creative Agencies',
+  'Gaming',
+  'eCommerce & Fashion',
+  'Community & Hobbyists'
+]
+
+const activeCategory = ref(0)
+</script>
+
+<template>
+  <section class="bg-charcoal-800 px-6 py-24">
+    <div class="mx-auto max-w-7xl">
+      <div class="flex flex-col items-center gap-12 lg:flex-row lg:gap-8">
+        <!-- Left placeholder image (desktop only) -->
+        <div class="hidden flex-1 lg:block">
+          <div
+            class="aspect-[2/3] rounded-full border border-white/10 bg-charcoal-600"
+          />
+        </div>
+
+        <!-- Center content -->
+        <div class="flex flex-col items-center text-center lg:flex-[2]">
+          <h2 class="text-3xl font-bold text-white">
+            Built for Every Creative Industry
+          </h2>
+
+          <nav
+            class="mt-10 flex flex-col items-center gap-4"
+            aria-label="Industry categories"
+          >
+            <button
+              v-for="(category, index) in categories"
+              :key="category"
+              class="transition-colors"
+              :class="
+                index === activeCategory
+                  ? 'text-2xl text-white'
+                  : 'text-xl text-ash-500 hover:text-white/70'
+              "
+              @click="activeCategory = index"
+            >
+              {{ category }}
+            </button>
+          </nav>
+
+          <p class="mt-10 max-w-lg text-smoke-700">
+            Powered by 60,000+ nodes, thousands of workflows, and a community
+            that builds faster than any one company could.
+          </p>
+
+          <a
+            href="/workflows"
+            class="mt-8 rounded-full border border-brand-yellow px-8 py-3 text-sm font-semibold text-brand-yellow transition-colors hover:bg-brand-yellow hover:text-black"
+          >
+            EXPLORE WORKFLOWS
+          </a>
+        </div>
+
+        <!-- Right placeholder image (desktop only) -->
+        <div class="hidden flex-1 lg:block">
+          <div
+            class="aspect-[2/3] rounded-3xl border border-white/10 bg-charcoal-600"
+          />
+        </div>
+      </div>
+    </div>
+  </section>
+</template>

apps/website/src/components/ValuePillars.vue

@@ -0,0 +1,67 @@
+<script setup lang="ts">
+const pillars = [
+  {
+    icon: '⚡',
+    title: 'Build',
+    description:
+      'Design complex AI workflows visually with our node-based editor'
+  },
+  {
+    icon: '🎨',
+    title: 'Customize',
+    description: 'Fine-tune every parameter across any model architecture'
+  },
+  {
+    icon: '🔧',
+    title: 'Refine',
+    description:
+      'Iterate on outputs with precision controls and real-time preview'
+  },
+  {
+    icon: '⚙️',
+    title: 'Automate',
+    description:
+      'Scale your workflows with batch processing and API integration'
+  },
+  {
+    icon: '🚀',
+    title: 'Run',
+    description: 'Deploy locally or in the cloud with identical results'
+  }
+]
+</script>
+
+<template>
+  <section class="bg-black px-6 py-24">
+    <div class="mx-auto max-w-7xl">
+      <header class="mb-16 text-center">
+        <h2 class="text-3xl font-bold text-white md:text-4xl">
+          The Building Blocks of AI Production
+        </h2>
+        <p class="mt-4 text-smoke-700">
+          Five powerful capabilities that give you complete control
+        </p>
+      </header>
+
+      <div class="grid grid-cols-1 gap-6 sm:grid-cols-2 lg:grid-cols-5">
+        <article
+          v-for="pillar in pillars"
+          :key="pillar.title"
+          class="rounded-xl border border-white/10 bg-charcoal-600 p-6 transition-colors hover:border-brand-yellow"
+        >
+          <div
+            class="flex h-12 w-12 items-center justify-center rounded-full bg-brand-yellow text-xl"
+          >
+            {{ pillar.icon }}
+          </div>
+          <h3 class="mt-4 text-lg font-semibold text-white">
+            {{ pillar.title }}
+          </h3>
+          <p class="mt-2 text-sm text-smoke-700">
+            {{ pillar.description }}
+          </p>
+        </article>
+      </div>
+    </div>
+  </section>
+</template>

apps/website/src/env.d.ts

@@ -0,0 +1 @@
+/// <reference types="astro/client" />

apps/website/src/layouts/BaseLayout.astro

@@ -0,0 +1,86 @@
+---
+import { ClientRouter } from 'astro:transitions'
+import Analytics from '@vercel/analytics/astro'
+import '../styles/global.css'
+
+interface Props {
+  title: string
+  description?: string
+  ogImage?: string
+}
+
+const {
+  title,
+  description = 'Comfy is the AI creation engine for visual professionals who demand control.',
+  ogImage = '/og-default.png',
+} = Astro.props
+
+const siteBase = Astro.site ?? 'https://comfy.org'
+const canonicalURL = new URL(Astro.url.pathname, siteBase)
+const ogImageURL = new URL(ogImage, siteBase)
+const locale = Astro.currentLocale ?? 'en'
+const gtmId = 'GTM-NP9JM6K7'
+const gtmEnabled = import.meta.env.PROD
+---
+
+<!doctype html>
+<html lang={locale}>
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1" />
+    <meta name="description" content={description} />
+    <title>{title}</title>
+
+    <link rel="icon" href="/favicon.svg" type="image/svg+xml" />
+    <link rel="canonical" href={canonicalURL.href} />
+
+    <!-- Open Graph -->
+    <meta property="og:type" content="website" />
+    <meta property="og:title" content={title} />
+    <meta property="og:description" content={description} />
+    <meta property="og:image" content={ogImageURL.href} />
+    <meta property="og:url" content={canonicalURL.href} />
+    <meta property="og:locale" content={locale} />
+    <meta property="og:site_name" content="Comfy" />
+
+    <!-- Twitter -->
+    <meta name="twitter:card" content="summary_large_image" />
+    <meta name="twitter:title" content={title} />
+    <meta name="twitter:description" content={description} />
+    <meta name="twitter:image" content={ogImageURL.href} />
+
+    <!-- Google Tag Manager -->
+    {gtmEnabled && (
+      <script is:inline define:vars={{ gtmId }}>
+        ;(function (w, d, s, l, i) {
+          w[l] = w[l] || []
+          w[l].push({ 'gtm.start': new Date().getTime(), event: 'gtm.js' })
+          var f = d.getElementsByTagName(s)[0],
+            j = d.createElement(s),
+            dl = l != 'dataLayer' ? '&l=' + l : ''
+          j.async = true
+          j.src = 'https://www.googletagmanager.com/gtm.js?id=' + i + dl
+          f.parentNode.insertBefore(j, f)
+        })(window, document, 'script', 'dataLayer', gtmId)
+      </script>
+    )}
+
+    <ClientRouter />
+  </head>
+  <body class="bg-black text-white font-inter antialiased">
+    {gtmEnabled && (
+      <noscript>
+        <iframe
+          src={`https://www.googletagmanager.com/ns.html?id=${gtmId}`}
+          height="0"
+          width="0"
+          style="display:none;visibility:hidden"
+        ></iframe>
+      </noscript>
+    )}
+
+    <slot />
+
+    <Analytics />
+  </body>
+</html>

apps/website/src/pages/index.astro

@@ -0,0 +1,34 @@
+---
+import BaseLayout from '../layouts/BaseLayout.astro'
+import SiteNav from '../components/SiteNav.vue'
+import HeroSection from '../components/HeroSection.vue'
+import SocialProofBar from '../components/SocialProofBar.vue'
+import ProductShowcase from '../components/ProductShowcase.vue'
+import ValuePillars from '../components/ValuePillars.vue'
+import UseCaseSection from '../components/UseCaseSection.vue'
+import CaseStudySpotlight from '../components/CaseStudySpotlight.vue'
+import TestimonialsSection from '../components/TestimonialsSection.vue'
+import GetStartedSection from '../components/GetStartedSection.vue'
+import CTASection from '../components/CTASection.vue'
+import ManifestoSection from '../components/ManifestoSection.vue'
+import AcademySection from '../components/AcademySection.vue'
+import SiteFooter from '../components/SiteFooter.vue'
+---
+
+<BaseLayout title="Comfy — Professional Control of Visual AI">
+  <SiteNav client:load />
+  <main>
+    <HeroSection />
+    <SocialProofBar />
+    <ProductShowcase />
+    <ValuePillars />
+    <UseCaseSection client:visible />
+    <CaseStudySpotlight />
+    <TestimonialsSection client:visible />
+    <GetStartedSection />
+    <CTASection />
+    <ManifestoSection />
+    <AcademySection />
+  </main>
+  <SiteFooter />
+</BaseLayout>

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

@@ -0,0 +1,34 @@
+---
+import BaseLayout from '../../layouts/BaseLayout.astro'
+import SiteNav from '../../components/SiteNav.vue'
+import HeroSection from '../../components/HeroSection.vue'
+import SocialProofBar from '../../components/SocialProofBar.vue'
+import ProductShowcase from '../../components/ProductShowcase.vue'
+import ValuePillars from '../../components/ValuePillars.vue'
+import UseCaseSection from '../../components/UseCaseSection.vue'
+import CaseStudySpotlight from '../../components/CaseStudySpotlight.vue'
+import TestimonialsSection from '../../components/TestimonialsSection.vue'
+import GetStartedSection from '../../components/GetStartedSection.vue'
+import CTASection from '../../components/CTASection.vue'
+import ManifestoSection from '../../components/ManifestoSection.vue'
+import AcademySection from '../../components/AcademySection.vue'
+import SiteFooter from '../../components/SiteFooter.vue'
+---
+
+<BaseLayout title="Comfy — 视觉 AI 的专业控制">
+  <SiteNav client:load />
+  <main>
+    <HeroSection />
+    <SocialProofBar />
+    <ProductShowcase />
+    <ValuePillars />
+    <UseCaseSection client:visible />
+    <CaseStudySpotlight />
+    <TestimonialsSection client:visible />
+    <GetStartedSection />
+    <CTASection />
+    <ManifestoSection />
+    <AcademySection />
+  </main>
+  <SiteFooter />
+</BaseLayout>

apps/website/src/styles/global.css

@@ -0,0 +1,2 @@
+@import 'tailwindcss';
+@import '@comfyorg/design-system/css/base.css';

apps/website/tsconfig.json

@@ -0,0 +1,9 @@
+{
+  "extends": "astro/tsconfigs/strict",
+  "compilerOptions": {
+    "paths": {
+      "@/*": ["./src/*"]
+    }
+  },
+  "include": ["src/**/*", "astro.config.ts"]
+}

browser_tests/AGENTS.md

@@ -12,12 +12,13 @@ browser_tests/
 │   ├── ComfyMouse.ts     - Mouse interaction helper
 │   ├── VueNodeHelpers.ts - Vue Nodes 2.0 helpers
 │   ├── selectors.ts      - Centralized TestIds
-│   ├── components/       - Page object components
+│   ├── data/             - Static test data (mock API responses, workflow JSONs, node definitions)
+│   ├── components/       - Page object components (locators, user interactions)
 │   │   ├── ContextMenu.ts
 │   │   ├── SettingDialog.ts
 │   │   ├── SidebarTab.ts
 │   │   └── Topbar.ts
-│   ├── helpers/          - Focused helper classes
+│   ├── helpers/          - Focused helper classes (domain-specific actions)
 │   │   ├── CanvasHelper.ts
 │   │   ├── CommandHelper.ts
 │   │   ├── KeyboardHelper.ts
@@ -25,11 +26,36 @@ browser_tests/
 │   │   ├── SettingsHelper.ts
 │   │   ├── WorkflowHelper.ts
 │   │   └── ...
-│   └── utils/            - Utility functions
+│   └── utils/            - Pure utility functions (no page dependency)
 ├── helpers/          - Test-specific utilities
 └── tests/            - Test files (*.spec.ts)
 ```
 
+### Architectural Separation
+
+- **`fixtures/data/`** — Static test data only. Mock API responses, workflow JSONs, node definitions. No code, no imports from Playwright.
+- **`fixtures/components/`** — Page object components. Encapsulate locators and user interactions for a specific UI area.
+- **`fixtures/helpers/`** — Focused helper classes. Domain-specific actions that coordinate multiple page objects (e.g. canvas operations, workflow loading).
+- **`fixtures/utils/`** — Pure utility functions. No `Page` dependency; stateless helpers that can be used anywhere.
+
+## Polling Assertions
+
+Prefer `expect.poll()` over `expect(async () => { ... }).toPass()` when the block contains a single async call with a single assertion. `expect.poll()` is more readable and gives better error messages (shows actual vs expected on failure).
+
+```typescript
+// ✅ Correct — single async call + single assertion
+await expect
+  .poll(() => comfyPage.nodeOps.getGraphNodesCount(), { timeout: 250 })
+  .toBe(0)
+
+// ❌ Avoid — nested expect inside toPass
+await expect(async () => {
+  expect(await comfyPage.nodeOps.getGraphNodesCount()).toBe(0)
+}).toPass({ timeout: 250 })
+```
+
+Reserve `toPass()` for blocks with multiple assertions or complex async logic that can't be expressed as a single polled value.
+
 ## Gotchas
 
 | Symptom                                            | Cause                                       | Fix                                                                                                     |

browser_tests/README.md

@@ -75,7 +75,7 @@ For tests that specifically need to test release functionality, see the example
 **Always use UI mode for development:**
 
 ```bash
-pnpm exec playwright test --ui
+pnpm test:browser:local --ui
 ```
 
 UI mode features:
@@ -91,29 +91,8 @@ UI mode features:
 For CI or headless testing:
 
 ```bash
-pnpm exec playwright test                    # Run all tests
-pnpm exec playwright test widget.spec.ts     # Run specific test file
-```
-
-### Local Development Config
-
-For debugging, you can try adjusting these settings in `playwright.config.ts`:
-
-```typescript
-export default defineConfig({
-  // VERY HELPFUL: Skip screenshot tests locally
-  grep: process.env.CI ? undefined : /^(?!.*screenshot).*$/
-
-  retries: 0, // No retries while debugging. Increase if writing new tests. that may be flaky.
-  workers: 1, // Single worker for easier debugging. Increase to match CPU cores if you want to run a lot of tests in parallel.
-  timeout: 30000, // Longer timeout for breakpoints
-
-  use: {
-    trace: 'on', // Always capture traces (CI uses 'on-first-retry')
-    video: 'on' // Always record video (CI uses 'retain-on-failure')
-  },
-
-})
+pnpm test:browser:local                    # Run all tests
+pnpm test:browser:local widget.spec.ts     # Run specific test file
 ```
 
 ## Test Structure
@@ -385,7 +364,7 @@ export default defineConfig({
 Option 2 - Generate local baselines for comparison:
 
 ```bash
-pnpm exec playwright test --update-snapshots
+pnpm test:browser:local --update-snapshots
 ```
 
 ### Creating New Screenshot Baselines

browser_tests/assets/nodes/api_workflow_with_missing_nodes.json

@@ -0,0 +1,30 @@
+{
+  "1": {
+    "class_type": "KSampler",
+    "inputs": {
+      "seed": 42,
+      "steps": 20,
+      "cfg": 8.0,
+      "sampler_name": "euler",
+      "scheduler": "normal",
+      "denoise": 1.0
+    },
+    "_meta": { "title": "KSampler" }
+  },
+  "2": {
+    "class_type": "NonExistentCustomNode_XYZ_12345",
+    "inputs": {
+      "input1": "test"
+    },
+    "_meta": { "title": "Missing Node" }
+  },
+  "3": {
+    "class_type": "EmptyLatentImage",
+    "inputs": {
+      "width": 512,
+      "height": 512,
+      "batch_size": 1
+    },
+    "_meta": { "title": "Empty Latent Image" }
+  }
+}

browser_tests/assets/subgraphs/nested-pack-promoted-values.json

@@ -0,0 +1,817 @@
+{
+  "id": "9ae6082b-c7f4-433c-9971-7a8f65a3ea65",
+  "revision": 0,
+  "last_node_id": 61,
+  "last_link_id": 70,
+  "nodes": [
+    {
+      "id": 35,
+      "type": "MarkdownNote",
+      "pos": [-424.0076397768001, 199.99406275798367],
+      "size": [510, 774],
+      "flags": {
+        "collapsed": false
+      },
+      "order": 0,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "title": "Model link",
+      "properties": {},
+      "widgets_values": [
+        "## Report workflow issue\n\nIf you found any issues when running this workflow, [report template issue here](https://github.com/Comfy-Org/workflow_templates/issues)\n\n\n## Model links\n\n**text_encoders**\n\n- [qwen_3_4b.safetensors](https://huggingface.co/Comfy-Org/z_image_turbo/resolve/main/split_files/text_encoders/qwen_3_4b.safetensors)\n\n**loras**\n\n- [pixel_art_style_z_image_turbo.safetensors](https://huggingface.co/tarn59/pixel_art_style_lora_z_image_turbo/resolve/main/pixel_art_style_z_image_turbo.safetensors)\n\n**diffusion_models**\n\n- [z_image_turbo_bf16.safetensors](https://huggingface.co/Comfy-Org/z_image_turbo/resolve/main/split_files/diffusion_models/z_image_turbo_bf16.safetensors)\n\n**vae**\n\n- [ae.safetensors](https://huggingface.co/Comfy-Org/z_image_turbo/resolve/main/split_files/vae/ae.safetensors)\n\n\nModel Storage Location\n\n```\n📂 ComfyUI/\n├── 📂 models/\n│   ├── 📂 text_encoders/\n│   │      └── qwen_3_4b.safetensors\n│   ├── 📂 loras/\n│   │      └── pixel_art_style_z_image_turbo.safetensors\n│   ├── 📂 diffusion_models/\n│   │      └── z_image_turbo_bf16.safetensors\n│   └── 📂 vae/\n│          └── ae.safetensors\n```\n"
+      ],
+      "color": "#432",
+      "bgcolor": "#000"
+    },
+    {
+      "id": 9,
+      "type": "SaveImage",
+      "pos": [569.9875743118757, 199.99406275798367],
+      "size": [780, 660],
+      "flags": {},
+      "order": 2,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "images",
+          "type": "IMAGE",
+          "link": 62
+        }
+      ],
+      "outputs": [],
+      "properties": {
+        "Node name for S&R": "SaveImage",
+        "cnr_id": "comfy-core",
+        "ver": "0.3.64",
+        "enableTabs": false,
+        "tabWidth": 65,
+        "tabXOffset": 10,
+        "hasSecondTab": false,
+        "secondTabText": "Send Back",
+        "secondTabOffset": 80,
+        "secondTabWidth": 65
+      },
+      "widgets_values": ["z-image-turbo"]
+    },
+    {
+      "id": 57,
+      "type": "f2fdebf6-dfaf-43b6-9eb2-7f70613cfdc1",
+      "pos": [128.01215102992103, 199.99406275798367],
+      "size": [400, 470],
+      "flags": {},
+      "order": 1,
+      "mode": 0,
+      "inputs": [
+        {
+          "label": "prompt",
+          "name": "text",
+          "type": "STRING",
+          "widget": {
+            "name": "text"
+          },
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "links": [62]
+        }
+      ],
+      "properties": {
+        "proxyWidgets": [
+          ["27", "text"],
+          ["13", "width"],
+          ["13", "height"],
+          ["28", "unet_name"],
+          ["30", "clip_name"],
+          ["29", "vae_name"],
+          ["3", "steps"],
+          ["3", "control_after_generate"]
+        ],
+        "cnr_id": "comfy-core",
+        "ver": "0.3.73",
+        "enableTabs": false,
+        "tabWidth": 65,
+        "tabXOffset": 10,
+        "hasSecondTab": false,
+        "secondTabText": "Send Back",
+        "secondTabOffset": 80,
+        "secondTabWidth": 65
+      },
+      "widgets_values": []
+    }
+  ],
+  "links": [[62, 57, 0, 9, 0, "IMAGE"]],
+  "groups": [],
+  "definitions": {
+    "subgraphs": [
+      {
+        "id": "f2fdebf6-dfaf-43b6-9eb2-7f70613cfdc1",
+        "version": 1,
+        "state": {
+          "lastGroupId": 4,
+          "lastNodeId": 61,
+          "lastLinkId": 70,
+          "lastRerouteId": 0
+        },
+        "revision": 0,
+        "config": {},
+        "name": "Text to Image (Z-Image-Turbo)",
+        "inputNode": {
+          "id": -10,
+          "bounding": [-80, 425, 120, 180]
+        },
+        "outputNode": {
+          "id": -20,
+          "bounding": [1490, 415, 120, 60]
+        },
+        "inputs": [
+          {
+            "id": "fb178669-e742-4a53-8a69-7df59834dfd8",
+            "name": "text",
+            "type": "STRING",
+            "linkIds": [34],
+            "label": "prompt",
+            "pos": [20, 445]
+          },
+          {
+            "id": "dd780b3c-23e9-46ff-8469-156008f42e5a",
+            "name": "width",
+            "type": "INT",
+            "linkIds": [35],
+            "pos": [20, 465]
+          },
+          {
+            "id": "7b08d546-6bb0-4ef9-82e9-ffae5e1ee6bc",
+            "name": "height",
+            "type": "INT",
+            "linkIds": [36],
+            "pos": [20, 485]
+          },
+          {
+            "id": "8ed4eb73-a2bf-4766-8bf4-c5890b560596",
+            "name": "unet_name",
+            "type": "COMBO",
+            "linkIds": [38],
+            "pos": [20, 505]
+          },
+          {
+            "id": "f362d639-d412-4b5d-8490-1e9995dc5f82",
+            "name": "clip_name",
+            "type": "COMBO",
+            "linkIds": [39],
+            "pos": [20, 525]
+          },
+          {
+            "id": "ee25ac16-de63-4b74-bbbb-5b29fdc1efcf",
+            "name": "vae_name",
+            "type": "COMBO",
+            "linkIds": [40],
+            "pos": [20, 545]
+          },
+          {
+            "id": "51cbcd61-9218-4bcb-89ac-ecdfb1ef8892",
+            "name": "steps",
+            "type": "INT",
+            "linkIds": [70],
+            "pos": [20, 565]
+          }
+        ],
+        "outputs": [
+          {
+            "id": "1fa72a21-ce00-4952-814e-1f2ffbe87d1d",
+            "name": "IMAGE",
+            "type": "IMAGE",
+            "linkIds": [16],
+            "localized_name": "IMAGE",
+            "pos": [1510, 435]
+          }
+        ],
+        "widgets": [],
+        "nodes": [
+          {
+            "id": 30,
+            "type": "CLIPLoader",
+            "pos": [110, 330],
+            "size": [270, 106],
+            "flags": {},
+            "order": 7,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "clip_name",
+                "name": "clip_name",
+                "type": "COMBO",
+                "widget": {
+                  "name": "clip_name"
+                },
+                "link": 39
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "CLIP",
+                "name": "CLIP",
+                "type": "CLIP",
+                "links": [28]
+              }
+            ],
+            "properties": {
+              "Node name for S&R": "CLIPLoader",
+              "cnr_id": "comfy-core",
+              "ver": "0.3.73",
+              "models": [
+                {
+                  "name": "qwen_3_4b.safetensors",
+                  "url": "https://huggingface.co/Comfy-Org/z_image_turbo/resolve/main/split_files/text_encoders/qwen_3_4b.safetensors",
+                  "directory": "text_encoders"
+                }
+              ],
+              "enableTabs": false,
+              "tabWidth": 65,
+              "tabXOffset": 10,
+              "hasSecondTab": false,
+              "secondTabText": "Send Back",
+              "secondTabOffset": 80,
+              "secondTabWidth": 65
+            },
+            "widgets_values": ["qwen_3_4b.safetensors", "lumina2", "default"]
+          },
+          {
+            "id": 29,
+            "type": "VAELoader",
+            "pos": [110, 480],
+            "size": [270, 58],
+            "flags": {},
+            "order": 6,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "vae_name",
+                "name": "vae_name",
+                "type": "COMBO",
+                "widget": {
+                  "name": "vae_name"
+                },
+                "link": 40
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "VAE",
+                "name": "VAE",
+                "type": "VAE",
+                "links": [27]
+              }
+            ],
+            "properties": {
+              "Node name for S&R": "VAELoader",
+              "cnr_id": "comfy-core",
+              "ver": "0.3.73",
+              "models": [
+                {
+                  "name": "ae.safetensors",
+                  "url": "https://huggingface.co/Comfy-Org/z_image_turbo/resolve/main/split_files/vae/ae.safetensors",
+                  "directory": "vae"
+                }
+              ],
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browser_tests/assets/subgraphs/nested-subgraph-legacy-prefixed-proxy-widgets.json

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+            "origin_id": 6,
+            "origin_slot": 0,
+            "target_id": -20,
+            "target_slot": 1,
+            "type": "CONDITIONING"
+          }
+        ],
+        "extra": {}
+      }
+    ]
+  },
+  "config": {},
+  "extra": {
+    "ds": {
+      "scale": 0.6830134553650709,
+      "offset": [-203.70966200000038, 259.92420099999975]
+    },
+    "frontendVersion": "1.43.2"
+  },
+  "version": 0.4
+}

browser_tests/assets/subgraphs/test-values-input-subgraph.json

@@ -0,0 +1,407 @@
+{
+  "id": "0cc04f4c-d744-462d-8638-4e5f5e3947e7",
+  "revision": 0,
+  "last_node_id": 19,
+  "last_link_id": 24,
+  "nodes": [
+    {
+      "id": 14,
+      "type": "CLIPLoader",
+      "pos": [143.16716182216328, 290.16372862874033],
+      "size": [270, 117.3125],
+      "flags": {},
+      "order": 0,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "CLIP",
+          "type": "CLIP",
+          "links": [21]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "CLIPLoader"
+      },
+      "widgets_values": [null, "stable_diffusion", "default"]
+    },
+    {
+      "id": 18,
+      "type": "PreviewImage",
+      "pos": [1305.1455526601603, 472.17095792625025],
+      "size": [225, 48],
+      "flags": {},
+      "order": 4,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "images",
+          "type": "IMAGE",
+          "link": 24
+        }
+      ],
+      "outputs": [],
+      "properties": {
+        "Node name for S&R": "PreviewImage"
+      },
+      "widgets_values": []
+    },
+    {
+      "id": 19,
+      "type": "314bbb9f-f1cc-456c-b14f-2ba92bd4a597",
+      "pos": [794.198171390827, 452.45433419677147],
+      "size": [225, 172],
+      "flags": {},
+      "order": 3,
+      "mode": 0,
+      "inputs": [
+        {
+          "label": "renamed_clip",
+          "name": "clip",
+          "type": "CLIP",
+          "link": 21
+        },
+        {
+          "label": "renamed_seed",
+          "name": "seed",
+          "type": "INT",
+          "widget": {
+            "name": "seed"
+          },
+          "link": 22
+        },
+        {
+          "label": "renamed_vae",
+          "name": "vae",
+          "type": "VAE",
+          "link": 23
+        }
+      ],
+      "outputs": [
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "links": [24]
+        }
+      ],
+      "title": "Input Test Subgraph",
+      "properties": {
+        "proxyWidgets": [
+          ["12", "seed"],
+          ["15", "text"]
+        ]
+      },
+      "widgets_values": []
+    },
+    {
+      "id": 13,
+      "type": "PrimitiveInt",
+      "pos": [155.04048166054417, 773.3816055422594],
+      "size": [270, 82],
+      "flags": {},
+      "order": 1,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "INT",
+          "type": "INT",
+          "links": [22]
+        }
+      ],
+      "title": "Seed Int",
+      "properties": {
+        "Node name for S&R": "PrimitiveInt"
+      },
+      "widgets_values": [0, "randomize"]
+    },
+    {
+      "id": 17,
+      "type": "VAELoader",
+      "pos": [163.6043676075426, 543.9624492717659],
+      "size": [270, 82.65625],
+      "flags": {},
+      "order": 2,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "VAE",
+          "type": "VAE",
+          "links": [23]
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "VAELoader"
+      },
+      "widgets_values": ["pixel_space"]
+    }
+  ],
+  "links": [
+    [21, 14, 0, 19, 0, "CLIP"],
+    [22, 13, 0, 19, 1, "INT"],
+    [23, 17, 0, 19, 2, "VAE"],
+    [24, 19, 0, 18, 0, "IMAGE"]
+  ],
+  "groups": [],
+  "definitions": {
+    "subgraphs": [
+      {
+        "id": "314bbb9f-f1cc-456c-b14f-2ba92bd4a597",
+        "version": 1,
+        "state": {
+          "lastGroupId": 0,
+          "lastNodeId": 19,
+          "lastLinkId": 24,
+          "lastRerouteId": 0
+        },
+        "revision": 0,
+        "config": {},
+        "name": "Input Test Subgraph",
+        "inputNode": {
+          "id": -10,
+          "bounding": [
+            358.8694807105848, 439.23932667242485, 123.14453125,
+            99.99999999999994
+          ]
+        },
+        "outputNode": {
+          "id": -20,
+          "bounding": [1408.5510580294986, 463.2512895126797, 120, 60]
+        },
+        "inputs": [
+          {
+            "id": "cfaad2dc-7758-412c-a4ac-dc2e6d37b28c",
+            "name": "clip",
+            "type": "CLIP",
+            "linkIds": [16],
+            "localized_name": "clip",
+            "label": "renamed_clip",
+            "pos": [462.0140119605848, 459.23932667242485]
+          },
+          {
+            "id": "2e4600ea-e1b1-42ca-b43a-e066fd080774",
+            "name": "seed",
+            "type": "INT",
+            "linkIds": [15],
+            "localized_name": "seed",
+            "label": "renamed_seed",
+            "pos": [462.0140119605848, 479.23932667242485]
+          },
+          {
+            "id": "86ed2da7-db02-454a-9362-70a3fa3e91bf",
+            "name": "vae",
+            "type": "VAE",
+            "linkIds": [19],
+            "localized_name": "vae",
+            "label": "renamed_vae",
+            "pos": [462.0140119605848, 499.23932667242485]
+          }
+        ],
+        "outputs": [
+          {
+            "id": "8670d1a7-0d44-4688-b7dd-d4b423f1aee0",
+            "name": "IMAGE",
+            "type": "IMAGE",
+            "linkIds": [20],
+            "localized_name": "IMAGE",
+            "pos": [1428.5510580294986, 483.2512895126797]
+          }
+        ],
+        "widgets": [],
+        "nodes": [
+          {
+            "id": 12,
+            "type": "KSampler",
+            "pos": [769.2424728654022, 512.726159169824],
+            "size": [270, 262],
+            "flags": {},
+            "order": 0,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "model",
+                "name": "model",
+                "type": "MODEL",
+                "link": null
+              },
+              {
+                "localized_name": "positive",
+                "name": "positive",
+                "type": "CONDITIONING",
+                "link": 17
+              },
+              {
+                "localized_name": "negative",
+                "name": "negative",
+                "type": "CONDITIONING",
+                "link": null
+              },
+              {
+                "localized_name": "latent_image",
+                "name": "latent_image",
+                "type": "LATENT",
+                "link": null
+              },
+              {
+                "localized_name": "seed",
+                "name": "seed",
+                "type": "INT",
+                "widget": {
+                  "name": "seed"
+                },
+                "link": 15
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "LATENT",
+                "name": "LATENT",
+                "type": "LATENT",
+                "links": [18]
+              }
+            ],
+            "properties": {
+              "Node name for S&R": "KSampler"
+            },
+            "widgets_values": [0, "randomize", 20, 8, "euler", "simple", 1]
+          },
+          {
+            "id": 16,
+            "type": "VAEDecode",
+            "pos": [1208.5510580294986, 469.21581253470083],
+            "size": [140, 46],
+            "flags": {},
+            "order": 2,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "samples",
+                "name": "samples",
+                "type": "LATENT",
+                "link": 18
+              },
+              {
+                "localized_name": "vae",
+                "name": "vae",
+                "type": "VAE",
+                "link": 19
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "IMAGE",
+                "name": "IMAGE",
+                "type": "IMAGE",
+                "links": [20]
+              }
+            ],
+            "properties": {
+              "Node name for S&R": "VAEDecode"
+            },
+            "widgets_values": []
+          },
+          {
+            "id": 15,
+            "type": "CLIPTextEncode",
+            "pos": [681.4596332342014, 243.17567172890932],
+            "size": [400, 200],
+            "flags": {},
+            "order": 1,
+            "mode": 0,
+            "inputs": [
+              {
+                "localized_name": "clip",
+                "name": "clip",
+                "type": "CLIP",
+                "link": 16
+              },
+              {
+                "label": "renamed_from_sidepanel",
+                "localized_name": "text",
+                "name": "text",
+                "type": "STRING",
+                "widget": {
+                  "name": "text"
+                },
+                "link": null
+              }
+            ],
+            "outputs": [
+              {
+                "localized_name": "CONDITIONING",
+                "name": "CONDITIONING",
+                "type": "CONDITIONING",
+                "links": [17]
+              }
+            ],
+            "properties": {
+              "Node name for S&R": "CLIPTextEncode"
+            },
+            "widgets_values": [""]
+          }
+        ],
+        "groups": [],
+        "links": [
+          {
+            "id": 17,
+            "origin_id": 15,
+            "origin_slot": 0,
+            "target_id": 12,
+            "target_slot": 1,
+            "type": "CONDITIONING"
+          },
+          {
+            "id": 18,
+            "origin_id": 12,
+            "origin_slot": 0,
+            "target_id": 16,
+            "target_slot": 0,
+            "type": "LATENT"
+          },
+          {
+            "id": 16,
+            "origin_id": -10,
+            "origin_slot": 0,
+            "target_id": 15,
+            "target_slot": 0,
+            "type": "CLIP"
+          },
+          {
+            "id": 15,
+            "origin_id": -10,
+            "origin_slot": 1,
+            "target_id": 12,
+            "target_slot": 4,
+            "type": "INT"
+          },
+          {
+            "id": 19,
+            "origin_id": -10,
+            "origin_slot": 2,
+            "target_id": 16,
+            "target_slot": 1,
+            "type": "VAE"
+          },
+          {
+            "id": 20,
+            "origin_id": 16,
+            "origin_slot": 0,
+            "target_id": -20,
+            "target_slot": 0,
+            "type": "IMAGE"
+          }
+        ],
+        "extra": {}
+      }
+    ]
+  },
+  "config": {},
+  "extra": {
+    "ds": {
+      "scale": 0.6727925600199565,
+      "offset": [446.69747171876463, 99.95078257277316]
+    }
+  },
+  "version": 0.4
+}

browser_tests/assets/widgets/image_compare_widget.json

@@ -0,0 +1,42 @@
+{
+  "last_node_id": 1,
+  "last_link_id": 0,
+  "nodes": [
+    {
+      "id": 1,
+      "type": "ImageCompare",
+      "pos": [50, 50],
+      "size": [400, 350],
+      "flags": {},
+      "order": 0,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "a_images",
+          "type": "IMAGE",
+          "link": null
+        },
+        {
+          "name": "b_images",
+          "type": "IMAGE",
+          "link": null
+        }
+      ],
+      "outputs": [],
+      "properties": {
+        "Node name for S&R": "ImageCompare"
+      },
+      "widgets_values": []
+    }
+  ],
+  "links": [],
+  "groups": [],
+  "config": {},
+  "extra": {
+    "ds": {
+      "offset": [0, 0],
+      "scale": 1
+    }
+  },
+  "version": 0.4
+}

browser_tests/assets/widgets/painter_widget.json

@@ -0,0 +1,48 @@
+{
+  "last_node_id": 1,
+  "last_link_id": 0,
+  "nodes": [
+    {
+      "id": 1,
+      "type": "Painter",
+      "pos": [50, 50],
+      "size": [450, 550],
+      "flags": {},
+      "order": 0,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "image",
+          "type": "IMAGE",
+          "link": null
+        }
+      ],
+      "outputs": [
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "links": null
+        },
+        {
+          "name": "MASK",
+          "type": "MASK",
+          "links": null
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "Painter"
+      },
+      "widgets_values": ["", 512, 512, "#000000"]
+    }
+  ],
+  "links": [],
+  "groups": [],
+  "config": {},
+  "extra": {
+    "ds": {
+      "offset": [0, 0],
+      "scale": 1
+    }
+  },
+  "version": 0.4
+}

browser_tests/fixtures/ComfyPage.ts

@@ -1,13 +1,10 @@
-import type {
-  APIRequestContext,
-  ExpectMatcherState,
-  Locator,
-  Page
-} from '@playwright/test'
-import { test as base, expect } from '@playwright/test'
-import dotenv from 'dotenv'
+import type { APIRequestContext, Locator, Page } from '@playwright/test'
+import { test as base } from '@playwright/test'
+import { config as dotenvConfig } from 'dotenv'
 
 import { TestIds } from './selectors'
+import { sleep } from './utils/timing'
+import { comfyExpect } from './utils/customMatchers'
 import { NodeBadgeMode } from '../../src/types/nodeSource'
 import { ComfyActionbar } from '../helpers/actionbar'
 import { ComfyTemplates } from '../helpers/templates'
@@ -18,11 +15,14 @@ import { ComfyNodeSearchBoxV2 } from './components/ComfyNodeSearchBoxV2'
 import { ContextMenu } from './components/ContextMenu'
 import { SettingDialog } from './components/SettingDialog'
 import { BottomPanel } from './components/BottomPanel'
+import { QueuePanel } from './components/QueuePanel'
 import {
+  AssetsSidebarTab,
   NodeLibrarySidebarTab,
   WorkflowsSidebarTab
 } from './components/SidebarTab'
 import { Topbar } from './components/Topbar'
+import { AssetsHelper } from './helpers/AssetsHelper'
 import { CanvasHelper } from './helpers/CanvasHelper'
 import { PerformanceHelper } from './helpers/PerformanceHelper'
 import { QueueHelper } from './helpers/QueueHelper'
@@ -37,10 +37,10 @@ import { AppModeHelper } from './helpers/AppModeHelper'
 import { SubgraphHelper } from './helpers/SubgraphHelper'
 import { ToastHelper } from './helpers/ToastHelper'
 import { WorkflowHelper } from './helpers/WorkflowHelper'
-import type { NodeReference } from './utils/litegraphUtils'
+import { assetPath } from './utils/paths'
 import type { WorkspaceStore } from '../types/globals'
 
-dotenv.config()
+dotenvConfig()
 
 class ComfyPropertiesPanel {
   readonly root: Locator
@@ -55,6 +55,7 @@ class ComfyPropertiesPanel {
 }
 
 class ComfyMenu {
+  private _assetsTab: AssetsSidebarTab | null = null
   private _nodeLibraryTab: NodeLibrarySidebarTab | null = null
   private _workflowsTab: WorkflowsSidebarTab | null = null
   private _topbar: Topbar | null = null
@@ -78,6 +79,11 @@ class ComfyMenu {
     return this._nodeLibraryTab
   }
 
+  get assetsTab() {
+    this._assetsTab ??= new AssetsSidebarTab(this.page)
+    return this._assetsTab
+  }
+
   get workflowsTab() {
     this._workflowsTab ??= new WorkflowsSidebarTab(this.page)
     return this._workflowsTab
@@ -116,7 +122,7 @@ type KeysOfType<T, Match> = {
 }[keyof T]
 
 class ConfirmDialog {
-  private readonly root: Locator
+  public readonly root: Locator
   public readonly delete: Locator
   public readonly overwrite: Locator
   public readonly reject: Locator
@@ -191,7 +197,9 @@ export class ComfyPage {
   public readonly featureFlags: FeatureFlagHelper
   public readonly command: CommandHelper
   public readonly bottomPanel: BottomPanel
+  public readonly queuePanel: QueuePanel
   public readonly perf: PerformanceHelper
+  public readonly assets: AssetsHelper
   public readonly queue: QueueHelper
 
   /** Worker index to test user ID */
@@ -233,11 +241,13 @@ export class ComfyPage {
     this.workflow = new WorkflowHelper(this)
     this.contextMenu = new ContextMenu(page)
     this.toast = new ToastHelper(page)
-    this.dragDrop = new DragDropHelper(page, this.assetPath.bind(this))
+    this.dragDrop = new DragDropHelper(page)
     this.featureFlags = new FeatureFlagHelper(page)
     this.command = new CommandHelper(page)
     this.bottomPanel = new BottomPanel(page)
+    this.queuePanel = new QueuePanel(page)
     this.perf = new PerformanceHelper(page)
+    this.assets = new AssetsHelper(page)
     this.queue = new QueueHelper(page)
   }
 
@@ -333,8 +343,9 @@ export class ComfyPage {
     await this.nextFrame()
   }
 
+  /** @deprecated Use standalone `assetPath` from `browser_tests/fixtures/utils/assetPath` directly. */
   public assetPath(fileName: string) {
-    return `./browser_tests/assets/${fileName}`
+    return assetPath(fileName)
   }
 
   async goto() {
@@ -348,7 +359,7 @@ export class ComfyPage {
   }
 
   async delay(ms: number) {
-    return new Promise((resolve) => setTimeout(resolve, ms))
+    return sleep(ms)
   }
 
   /**
@@ -452,12 +463,13 @@ export const comfyPageFixture = base.extend<{
 
     await comfyPage.setup()
 
-    const isPerf = testInfo.tags.includes('@perf')
-    if (isPerf) await comfyPage.perf.init()
+    const needsPerf =
+      testInfo.tags.includes('@perf') || testInfo.tags.includes('@audit')
+    if (needsPerf) await comfyPage.perf.init()
 
     await use(comfyPage)
 
-    if (isPerf) await comfyPage.perf.dispose()
+    if (needsPerf) await comfyPage.perf.dispose()
   },
   comfyMouse: async ({ comfyPage }, use) => {
     const comfyMouse = new ComfyMouse(comfyPage)
@@ -465,49 +477,4 @@ export const comfyPageFixture = base.extend<{
   }
 })
 
-const makeMatcher = function <T>(
-  getValue: (node: NodeReference) => Promise<T> | T,
-  type: string
-) {
-  return async function (
-    this: ExpectMatcherState,
-    node: NodeReference,
-    options?: { timeout?: number; intervals?: number[] }
-  ) {
-    const value = await getValue(node)
-    let assertion = expect(
-      value,
-      'Node is ' + (this.isNot ? '' : 'not ') + type
-    )
-    if (this.isNot) {
-      assertion = assertion.not
-    }
-    await expect(async () => {
-      assertion.toBeTruthy()
-    }).toPass({ timeout: 250, ...options })
-    return {
-      pass: !this.isNot,
-      message: () => 'Node is ' + (this.isNot ? 'not ' : '') + type
-    }
-  }
-}
-
-export const comfyExpect = expect.extend({
-  toBePinned: makeMatcher((n) => n.isPinned(), 'pinned'),
-  toBeBypassed: makeMatcher((n) => n.isBypassed(), 'bypassed'),
-  toBeCollapsed: makeMatcher((n) => n.isCollapsed(), 'collapsed'),
-  async toHaveFocus(locator: Locator, options = { timeout: 256 }) {
-    const isFocused = await locator.evaluate(
-      (el) => el === document.activeElement
-    )
-
-    await expect(async () => {
-      expect(isFocused).toBe(!this.isNot)
-    }).toPass(options)
-
-    return {
-      pass: isFocused,
-      message: () => `Expected element to ${isFocused ? 'not ' : ''}be focused.`
-    }
-  }
-})
+export { comfyExpect }

browser_tests/fixtures/VueNodeHelpers.ts

@@ -31,10 +31,14 @@ export class VueNodeHelpers {
   }
 
   /**
-   * Get locator for a Vue node by the node's title (displayed name in the header)
+   * Get locator for Vue nodes by the node's title (displayed name in the header).
+   * Matches against the actual title element, not the full node body.
+   * Use `.first()` for unique titles, `.nth(n)` for duplicates.
    */
   getNodeByTitle(title: string): Locator {
-    return this.page.locator(`[data-node-id]`).filter({ hasText: title })
+    return this.page.locator('[data-node-id]').filter({
+      has: this.page.locator('[data-testid="node-title"]', { hasText: title })
+    })
   }
 
   /**

browser_tests/fixtures/components/ContextMenu.ts

@@ -1,3 +1,4 @@
+import { expect } from '@playwright/test'
 import type { Locator, Page } from '@playwright/test'
 
 export class ContextMenu {
@@ -33,6 +34,20 @@ export class ContextMenu {
     return primeVueVisible || litegraphVisible
   }
 
+  async assertHasItems(items: string[]): Promise<void> {
+    for (const item of items) {
+      await expect
+        .soft(this.page.getByRole('menuitem', { name: item }))
+        .toBeVisible()
+    }
+  }
+
+  async openFor(locator: Locator): Promise<this> {
+    await locator.click({ button: 'right' })
+    await expect.poll(() => this.isVisible()).toBe(true)
+    return this
+  }
+
   async waitForHidden(): Promise<void> {
     const waitIfExists = async (locator: Locator, menuName: string) => {
       const count = await locator.count()

browser_tests/fixtures/components/QueuePanel.ts

@@ -0,0 +1,24 @@
+import type { Locator, Page } from '@playwright/test'
+
+import { comfyExpect as expect } from '../ComfyPage'
+import { TestIds } from '../selectors'
+
+export class QueuePanel {
+  readonly overlayToggle: Locator
+  readonly moreOptionsButton: Locator
+
+  constructor(readonly page: Page) {
+    this.overlayToggle = page.getByTestId(TestIds.queue.overlayToggle)
+    this.moreOptionsButton = page.getByLabel(/More options/i).first()
+  }
+
+  async openClearHistoryDialog() {
+    await this.moreOptionsButton.click()
+
+    const clearHistoryAction = this.page.getByTestId(
+      TestIds.queue.clearHistoryAction
+    )
+    await expect(clearHistoryAction).toBeVisible()
+    await clearHistoryAction.click()
+  }
+}

browser_tests/fixtures/components/SidebarTab.ts

@@ -168,3 +168,32 @@ export class WorkflowsSidebarTab extends SidebarTab {
       .click()
   }
 }
+
+export class AssetsSidebarTab extends SidebarTab {
+  constructor(public override readonly page: Page) {
+    super(page, 'assets')
+  }
+
+  get generatedTab() {
+    return this.page.getByRole('tab', { name: 'Generated' })
+  }
+
+  get importedTab() {
+    return this.page.getByRole('tab', { name: 'Imported' })
+  }
+
+  get emptyStateMessage() {
+    return this.page.getByText(
+      'Upload files or generate content to see them here'
+    )
+  }
+
+  emptyStateTitle(title: string) {
+    return this.page.getByText(title)
+  }
+
+  override async open() {
+    await super.open()
+    await this.generatedTab.waitFor({ state: 'visible' })
+  }
+}

browser_tests/fixtures/components/SignInDialog.ts

@@ -0,0 +1,77 @@
+import type { Locator, Page } from '@playwright/test'
+
+import { BaseDialog } from './BaseDialog'
+
+export class SignInDialog extends BaseDialog {
+  readonly emailInput: Locator
+  readonly passwordInput: Locator
+  readonly signInButton: Locator
+  readonly forgotPasswordLink: Locator
+  readonly apiKeyButton: Locator
+  readonly termsLink: Locator
+  readonly privacyLink: Locator
+
+  constructor(page: Page) {
+    super(page)
+    this.emailInput = this.root.locator('#comfy-org-sign-in-email')
+    this.passwordInput = this.root.locator('#comfy-org-sign-in-password')
+    this.signInButton = this.root.getByRole('button', { name: 'Sign in' })
+    this.forgotPasswordLink = this.root.getByText('Forgot password?')
+    this.apiKeyButton = this.root.getByRole('button', {
+      name: 'Comfy API Key'
+    })
+    this.termsLink = this.root.getByRole('link', { name: 'Terms of Use' })
+    this.privacyLink = this.root.getByRole('link', { name: 'Privacy Policy' })
+  }
+
+  async open() {
+    await this.page.evaluate(() => {
+      void window.app!.extensionManager.dialog.showSignInDialog()
+    })
+    await this.waitForVisible()
+  }
+
+  get heading() {
+    return this.root.getByRole('heading').first()
+  }
+
+  get signUpLink() {
+    return this.root.getByText('Sign up', { exact: true })
+  }
+
+  get signInLink() {
+    return this.root.getByText('Sign in', { exact: true })
+  }
+
+  get signUpEmailInput() {
+    return this.root.locator('#comfy-org-sign-up-email')
+  }
+
+  get signUpPasswordInput() {
+    return this.root.locator('#comfy-org-sign-up-password')
+  }
+
+  get signUpConfirmPasswordInput() {
+    return this.root.locator('#comfy-org-sign-up-confirm-password')
+  }
+
+  get signUpButton() {
+    return this.root.getByRole('button', { name: 'Sign up', exact: true })
+  }
+
+  get apiKeyHeading() {
+    return this.root.getByRole('heading', { name: 'API Key' })
+  }
+
+  get apiKeyInput() {
+    return this.root.locator('#comfy-org-api-key')
+  }
+
+  get backButton() {
+    return this.root.getByRole('button', { name: 'Back' })
+  }
+
+  get dividerText() {
+    return this.root.getByText('Or continue with')
+  }
+}

browser_tests/fixtures/data/README.md

@@ -0,0 +1,41 @@
+# Mock Data Fixtures
+
+Deterministic mock data for browser (Playwright) tests. Each fixture
+exports typed objects that conform to generated types from
+`packages/ingest-types` or Zod schemas in `src/schemas/`.
+
+## Usage with `page.route()`
+
+> **Note:** `comfyPageFixture` navigates to the app during `setup()`,
+> before the test body runs. Routes must be registered before navigation
+> to intercept initial page-load requests. Set up routes in a custom
+> fixture or `test.beforeEach` that runs before `comfyPage.setup()`.
+
+```ts
+import { createMockNodeDefinitions } from '../fixtures/data/nodeDefinitions'
+import { mockSystemStats } from '../fixtures/data/systemStats'
+
+// Extend the base set with test-specific nodes
+const nodeDefs = createMockNodeDefinitions({
+  MyCustomNode: {
+    /* ... */
+  }
+})
+
+await page.route('**/api/object_info', (route) =>
+  route.fulfill({ json: nodeDefs })
+)
+
+await page.route('**/api/system_stats', (route) =>
+  route.fulfill({ json: mockSystemStats })
+)
+```
+
+## Adding new fixtures
+
+1. Locate the generated type in `packages/ingest-types` or Zod schema
+   in `src/schemas/` for the endpoint you need.
+2. Create a new `.ts` file here that imports and satisfies the
+   corresponding TypeScript type.
+3. Keep values realistic but stable — avoid dates, random IDs, or
+   values that would cause test flakiness.

browser_tests/fixtures/data/nodeDefinitions.ts

@@ -0,0 +1,155 @@
+import type { ComfyNodeDef } from '@/schemas/nodeDefSchema'
+
+/**
+ * Base node definitions covering the default workflow.
+ * Use {@link createMockNodeDefinitions} to extend with per-test overrides.
+ */
+const baseNodeDefinitions: Record<string, ComfyNodeDef> = {
+  KSampler: {
+    input: {
+      required: {
+        model: ['MODEL', {}],
+        seed: [
+          'INT',
+          {
+            default: 0,
+            min: 0,
+            max: 0xfffffffffffff,
+            control_after_generate: true
+          }
+        ],
+        steps: ['INT', { default: 20, min: 1, max: 10000 }],
+        cfg: ['FLOAT', { default: 8.0, min: 0.0, max: 100.0, step: 0.1 }],
+        sampler_name: [['euler', 'euler_ancestral', 'heun', 'dpm_2'], {}],
+        scheduler: [['normal', 'karras', 'exponential', 'simple'], {}],
+        positive: ['CONDITIONING', {}],
+        negative: ['CONDITIONING', {}],
+        latent_image: ['LATENT', {}]
+      },
+      optional: {
+        denoise: ['FLOAT', { default: 1.0, min: 0.0, max: 1.0, step: 0.01 }]
+      }
+    },
+    output: ['LATENT'],
+    output_is_list: [false],
+    output_name: ['LATENT'],
+    name: 'KSampler',
+    display_name: 'KSampler',
+    description: 'Samples latents using the provided model and conditioning.',
+    category: 'sampling',
+    output_node: false,
+    python_module: 'nodes',
+    deprecated: false,
+    experimental: false
+  },
+
+  CheckpointLoaderSimple: {
+    input: {
+      required: {
+        ckpt_name: [
+          ['v1-5-pruned.safetensors', 'sd_xl_base_1.0.safetensors'],
+          {}
+        ]
+      }
+    },
+    output: ['MODEL', 'CLIP', 'VAE'],
+    output_is_list: [false, false, false],
+    output_name: ['MODEL', 'CLIP', 'VAE'],
+    name: 'CheckpointLoaderSimple',
+    display_name: 'Load Checkpoint',
+    description: 'Loads a diffusion model checkpoint.',
+    category: 'loaders',
+    output_node: false,
+    python_module: 'nodes',
+    deprecated: false,
+    experimental: false
+  },
+
+  CLIPTextEncode: {
+    input: {
+      required: {
+        text: ['STRING', { multiline: true, dynamicPrompts: true }],
+        clip: ['CLIP', {}]
+      }
+    },
+    output: ['CONDITIONING'],
+    output_is_list: [false],
+    output_name: ['CONDITIONING'],
+    name: 'CLIPTextEncode',
+    display_name: 'CLIP Text Encode (Prompt)',
+    description: 'Encodes a text prompt using a CLIP model.',
+    category: 'conditioning',
+    output_node: false,
+    python_module: 'nodes',
+    deprecated: false,
+    experimental: false
+  },
+
+  EmptyLatentImage: {
+    input: {
+      required: {
+        width: ['INT', { default: 512, min: 16, max: 16384, step: 8 }],
+        height: ['INT', { default: 512, min: 16, max: 16384, step: 8 }],
+        batch_size: ['INT', { default: 1, min: 1, max: 4096 }]
+      }
+    },
+    output: ['LATENT'],
+    output_is_list: [false],
+    output_name: ['LATENT'],
+    name: 'EmptyLatentImage',
+    display_name: 'Empty Latent Image',
+    description: 'Creates an empty latent image of the specified dimensions.',
+    category: 'latent',
+    output_node: false,
+    python_module: 'nodes',
+    deprecated: false,
+    experimental: false
+  },
+
+  VAEDecode: {
+    input: {
+      required: {
+        samples: ['LATENT', {}],
+        vae: ['VAE', {}]
+      }
+    },
+    output: ['IMAGE'],
+    output_is_list: [false],
+    output_name: ['IMAGE'],
+    name: 'VAEDecode',
+    display_name: 'VAE Decode',
+    description: 'Decodes latent images back into pixel space.',
+    category: 'latent',
+    output_node: false,
+    python_module: 'nodes',
+    deprecated: false,
+    experimental: false
+  },
+
+  SaveImage: {
+    input: {
+      required: {
+        images: ['IMAGE', {}],
+        filename_prefix: ['STRING', { default: 'ComfyUI' }]
+      }
+    },
+    output: [],
+    output_is_list: [],
+    output_name: [],
+    name: 'SaveImage',
+    display_name: 'Save Image',
+    description: 'Saves images to the output directory.',
+    category: 'image',
+    output_node: true,
+    python_module: 'nodes',
+    deprecated: false,
+    experimental: false
+  }
+}
+
+export function createMockNodeDefinitions(
+  overrides?: Record<string, ComfyNodeDef>
+): Record<string, ComfyNodeDef> {
+  const base = structuredClone(baseNodeDefinitions)
+  return overrides ? { ...base, ...overrides } : base
+}

browser_tests/fixtures/data/systemStats.ts

@@ -0,0 +1,22 @@
+import type { SystemStatsResponse } from '@comfyorg/ingest-types'
+
+export const mockSystemStats: SystemStatsResponse = {
+  system: {
+    os: 'posix',
+    python_version: '3.11.9 (main, Apr  2 2024, 08:25:04) [GCC 13.2.0]',
+    embedded_python: false,
+    comfyui_version: '0.3.10',
+    pytorch_version: '2.4.0+cu124',
+    argv: ['main.py', '--listen', '0.0.0.0'],
+    ram_total: 67108864000,
+    ram_free: 52428800000
+  },
+  devices: [
+    {
+      name: 'NVIDIA GeForce RTX 4090',
+      type: 'cuda',
+      vram_total: 25769803776,
+      vram_free: 23622320128
+    }
+  ]
+}

browser_tests/fixtures/helpers/AppModeHelper.ts

@@ -3,17 +3,28 @@ import type { Locator, Page } from '@playwright/test'
 import type { ComfyPage } from '../ComfyPage'
 import { TestIds } from '../selectors'
 
+import { BuilderFooterHelper } from './BuilderFooterHelper'
+import { BuilderSaveAsHelper } from './BuilderSaveAsHelper'
+import { BuilderSelectHelper } from './BuilderSelectHelper'
+import { BuilderStepsHelper } from './BuilderStepsHelper'
+
 export class AppModeHelper {
-  constructor(private readonly comfyPage: ComfyPage) {}
+  readonly steps: BuilderStepsHelper
+  readonly footer: BuilderFooterHelper
+  readonly saveAs: BuilderSaveAsHelper
+  readonly select: BuilderSelectHelper
+
+  constructor(private readonly comfyPage: ComfyPage) {
+    this.steps = new BuilderStepsHelper(comfyPage)
+    this.footer = new BuilderFooterHelper(comfyPage)
+    this.saveAs = new BuilderSaveAsHelper(comfyPage)
+    this.select = new BuilderSelectHelper(comfyPage)
+  }
 
   private get page(): Page {
     return this.comfyPage.page
   }
 
-  private get builderToolbar(): Locator {
-    return this.page.getByRole('navigation', { name: 'App Builder' })
-  }
-
   /** Enter builder mode via the "Workflow actions" dropdown → "Build app". */
   async enterBuilder() {
     await this.page
@@ -24,42 +35,6 @@ export class AppModeHelper {
     await this.comfyPage.nextFrame()
   }
 
-  /** Exit builder mode via the footer "Exit app builder" button. */
-  async exitBuilder() {
-    await this.page.getByRole('button', { name: 'Exit app builder' }).click()
-    await this.comfyPage.nextFrame()
-  }
-
-  /** Click the "Inputs" step in the builder toolbar. */
-  async goToInputs() {
-    await this.builderToolbar.getByRole('button', { name: 'Inputs' }).click()
-    await this.comfyPage.nextFrame()
-  }
-
-  /** Click the "Outputs" step in the builder toolbar. */
-  async goToOutputs() {
-    await this.builderToolbar.getByRole('button', { name: 'Outputs' }).click()
-    await this.comfyPage.nextFrame()
-  }
-
-  /** Click the "Preview" step in the builder toolbar. */
-  async goToPreview() {
-    await this.builderToolbar.getByRole('button', { name: 'Preview' }).click()
-    await this.comfyPage.nextFrame()
-  }
-
-  /** Click the "Next" button in the builder footer. */
-  async next() {
-    await this.page.getByRole('button', { name: 'Next' }).click()
-    await this.comfyPage.nextFrame()
-  }
-
-  /** Click the "Back" button in the builder footer. */
-  async back() {
-    await this.page.getByRole('button', { name: 'Back' }).click()
-    await this.comfyPage.nextFrame()
-  }
-
   /** Toggle app mode (linear view) on/off. */
   async toggleAppMode() {
     await this.page.evaluate(() => {
@@ -118,84 +93,4 @@ export class AppModeHelper {
       .getByTestId(TestIds.builder.widgetActionsMenu)
       .first()
   }
-
-  /**
-   * Get the actions menu trigger for a widget in the builder input-select
-   * sidebar (IoItem).
-   * @param title The widget title shown in the IoItem.
-   */
-  getBuilderInputItemMenu(title: string): Locator {
-    return this.page
-      .getByTestId(TestIds.builder.ioItem)
-      .filter({ hasText: title })
-      .getByTestId(TestIds.builder.widgetActionsMenu)
-  }
-
-  /**
-   * Get the actions menu trigger for a widget in the builder preview/arrange
-   * sidebar (AppModeWidgetList with builderMode).
-   * @param ariaLabel The aria-label on the widget row, e.g. "seed — KSampler".
-   */
-  getBuilderPreviewWidgetMenu(ariaLabel: string): Locator {
-    return this.page
-      .locator(`[aria-label="${ariaLabel}"]`)
-      .getByTestId(TestIds.builder.widgetActionsMenu)
-  }
-
-  /**
-   * Rename a widget by clicking its popover trigger, selecting "Rename",
-   * and filling in the dialog.
-   * @param popoverTrigger The button that opens the widget's actions popover.
-   * @param newName The new name to assign.
-   */
-  async renameWidget(popoverTrigger: Locator, newName: string) {
-    await popoverTrigger.click()
-    await this.page.getByText('Rename', { exact: true }).click()
-
-    const dialogInput = this.page.locator(
-      '.p-dialog-content input[type="text"]'
-    )
-    await dialogInput.fill(newName)
-    await this.page.keyboard.press('Enter')
-    await dialogInput.waitFor({ state: 'hidden' })
-    await this.comfyPage.nextFrame()
-  }
-
-  /**
-   * Rename a builder IoItem via the popover menu "Rename" action.
-   * @param title The current widget title shown in the IoItem.
-   * @param newName The new name to assign.
-   */
-  async renameBuilderInputViaMenu(title: string, newName: string) {
-    const menu = this.getBuilderInputItemMenu(title)
-    await menu.click()
-    await this.page.getByText('Rename', { exact: true }).click()
-
-    const input = this.page
-      .getByTestId(TestIds.builder.ioItemTitle)
-      .getByRole('textbox')
-    await input.fill(newName)
-    await this.page.keyboard.press('Enter')
-    await this.comfyPage.nextFrame()
-  }
-
-  /**
-   * Rename a builder IoItem by double-clicking its title to trigger
-   * inline editing.
-   * @param title The current widget title shown in the IoItem.
-   * @param newName The new name to assign.
-   */
-  async renameBuilderInput(title: string, newName: string) {
-    const titleEl = this.page
-      .getByTestId(TestIds.builder.ioItemTitle)
-      .filter({ hasText: title })
-    await titleEl.dblclick()
-
-    const input = this.page
-      .getByTestId(TestIds.builder.ioItemTitle)
-      .getByRole('textbox')
-    await input.fill(newName)
-    await this.page.keyboard.press('Enter')
-    await this.comfyPage.nextFrame()
-  }
 }

browser_tests/fixtures/helpers/AssetsHelper.ts

@@ -0,0 +1,147 @@
+import type { Page, Route } from '@playwright/test'
+
+import type { RawJobListItem } from '../../../src/platform/remote/comfyui/jobs/jobTypes'
+
+const jobsListRoutePattern = /\/api\/jobs(?:\?.*)?$/
+const inputFilesRoutePattern = /\/internal\/files\/input(?:\?.*)?$/
+
+function parseLimit(url: URL, total: number): number {
+  const value = Number(url.searchParams.get('limit'))
+  if (!Number.isInteger(value) || value <= 0) {
+    return total
+  }
+  return value
+}
+
+function parseOffset(url: URL): number {
+  const value = Number(url.searchParams.get('offset'))
+  if (!Number.isInteger(value) || value < 0) {
+    return 0
+  }
+  return value
+}
+
+function getExecutionDuration(job: RawJobListItem): number {
+  const start = job.execution_start_time ?? 0
+  const end = job.execution_end_time ?? 0
+  return end - start
+}
+
+export class AssetsHelper {
+  private jobsRouteHandler: ((route: Route) => Promise<void>) | null = null
+  private inputFilesRouteHandler: ((route: Route) => Promise<void>) | null =
+    null
+  private generatedJobs: RawJobListItem[] = []
+  private importedFiles: string[] = []
+
+  constructor(private readonly page: Page) {}
+
+  async mockOutputHistory(jobs: RawJobListItem[]): Promise<void> {
+    this.generatedJobs = [...jobs]
+
+    if (this.jobsRouteHandler) {
+      return
+    }
+
+    this.jobsRouteHandler = async (route: Route) => {
+      const url = new URL(route.request().url())
+      const statuses = url.searchParams
+        .get('status')
+        ?.split(',')
+        .map((status) => status.trim())
+        .filter(Boolean)
+      const workflowId = url.searchParams.get('workflow_id')
+      const sortBy = url.searchParams.get('sort_by')
+      const sortOrder = url.searchParams.get('sort_order') === 'asc' ? 1 : -1
+
+      let filteredJobs = [...this.generatedJobs]
+
+      if (statuses?.length) {
+        filteredJobs = filteredJobs.filter((job) =>
+          statuses.includes(job.status)
+        )
+      }
+
+      if (workflowId) {
+        filteredJobs = filteredJobs.filter(
+          (job) => job.workflow_id === workflowId
+        )
+      }
+
+      filteredJobs.sort((left, right) => {
+        const leftValue =
+          sortBy === 'execution_duration'
+            ? getExecutionDuration(left)
+            : left.create_time
+        const rightValue =
+          sortBy === 'execution_duration'
+            ? getExecutionDuration(right)
+            : right.create_time
+
+        return (leftValue - rightValue) * sortOrder
+      })
+
+      const offset = parseOffset(url)
+      const total = filteredJobs.length
+      const limit = parseLimit(url, total)
+      const visibleJobs = filteredJobs.slice(offset, offset + limit)
+
+      await route.fulfill({
+        status: 200,
+        contentType: 'application/json',
+        body: JSON.stringify({
+          jobs: visibleJobs,
+          pagination: {
+            offset,
+            limit,
+            total,
+            has_more: offset + visibleJobs.length < total
+          }
+        })
+      })
+    }
+
+    await this.page.route(jobsListRoutePattern, this.jobsRouteHandler)
+  }
+
+  async mockInputFiles(files: string[]): Promise<void> {
+    this.importedFiles = [...files]
+
+    if (this.inputFilesRouteHandler) {
+      return
+    }
+
+    this.inputFilesRouteHandler = async (route: Route) => {
+      await route.fulfill({
+        status: 200,
+        contentType: 'application/json',
+        body: JSON.stringify(this.importedFiles)
+      })
+    }
+
+    await this.page.route(inputFilesRoutePattern, this.inputFilesRouteHandler)
+  }
+
+  async mockEmptyState(): Promise<void> {
+    await this.mockOutputHistory([])
+    await this.mockInputFiles([])
+  }
+
+  async clearMocks(): Promise<void> {
+    this.generatedJobs = []
+    this.importedFiles = []
+
+    if (this.jobsRouteHandler) {
+      await this.page.unroute(jobsListRoutePattern, this.jobsRouteHandler)
+      this.jobsRouteHandler = null
+    }
+
+    if (this.inputFilesRouteHandler) {
+      await this.page.unroute(
+        inputFilesRoutePattern,
+        this.inputFilesRouteHandler
+      )
+      this.inputFilesRouteHandler = null
+    }
+  }
+}

browser_tests/fixtures/helpers/BuilderFooterHelper.ts

@@ -0,0 +1,69 @@
+import type { Locator, Page } from '@playwright/test'
+
+import type { ComfyPage } from '../ComfyPage'
+import { TestIds } from '../selectors'
+
+export class BuilderFooterHelper {
+  constructor(private readonly comfyPage: ComfyPage) {}
+
+  private get page(): Page {
+    return this.comfyPage.page
+  }
+
+  get nav(): Locator {
+    return this.page.getByTestId(TestIds.builder.footerNav)
+  }
+
+  get exitButton(): Locator {
+    return this.buttonByName('Exit app builder')
+  }
+
+  get nextButton(): Locator {
+    return this.buttonByName('Next')
+  }
+
+  get backButton(): Locator {
+    return this.buttonByName('Back')
+  }
+
+  get saveButton(): Locator {
+    return this.page.getByTestId(TestIds.builder.saveButton)
+  }
+
+  get saveAsButton(): Locator {
+    return this.page.getByTestId(TestIds.builder.saveAsButton)
+  }
+
+  get saveAsChevron(): Locator {
+    return this.page.getByTestId(TestIds.builder.saveAsChevron)
+  }
+
+  get opensAsPopover(): Locator {
+    return this.page.getByTestId(TestIds.builder.opensAs)
+  }
+
+  private buttonByName(name: string): Locator {
+    return this.nav.getByRole('button', { name })
+  }
+
+  async next() {
+    await this.nextButton.click()
+    await this.comfyPage.nextFrame()
+  }
+
+  async back() {
+    await this.backButton.click()
+    await this.comfyPage.nextFrame()
+  }
+
+  async exitBuilder() {
+    await this.exitButton.click()
+    await this.comfyPage.nextFrame()
+  }
+
+  async openSaveAsFromChevron() {
+    await this.saveAsChevron.click()
+    await this.page.getByRole('menuitem', { name: 'Save as' }).click()
+    await this.comfyPage.nextFrame()
+  }
+}

browser_tests/fixtures/helpers/BuilderSaveAsHelper.ts

@@ -0,0 +1,78 @@
+import type { Locator, Page } from '@playwright/test'
+
+import type { ComfyPage } from '../ComfyPage'
+
+export class BuilderSaveAsHelper {
+  constructor(private readonly comfyPage: ComfyPage) {}
+
+  private get page(): Page {
+    return this.comfyPage.page
+  }
+
+  /** The save-as dialog (scoped by aria-labelledby). */
+  get dialog(): Locator {
+    return this.page.locator('[aria-labelledby="builder-save"]')
+  }
+
+  /** The post-save success dialog (scoped by aria-labelledby). */
+  get successDialog(): Locator {
+    return this.page.locator('[aria-labelledby="builder-save-success"]')
+  }
+
+  get title(): Locator {
+    return this.dialog.getByText('Save as')
+  }
+
+  get radioGroup(): Locator {
+    return this.dialog.getByRole('radiogroup')
+  }
+
+  get nameInput(): Locator {
+    return this.dialog.getByRole('textbox')
+  }
+
+  viewTypeRadio(viewType: 'App' | 'Node graph'): Locator {
+    return this.dialog.getByRole('radio', { name: viewType })
+  }
+
+  get saveButton(): Locator {
+    return this.dialog.getByRole('button', { name: 'Save' })
+  }
+
+  get successMessage(): Locator {
+    return this.successDialog.getByText('Successfully saved')
+  }
+
+  get viewAppButton(): Locator {
+    return this.successDialog.getByRole('button', { name: 'View app' })
+  }
+
+  get closeButton(): Locator {
+    return this.successDialog
+      .getByRole('button', { name: 'Close', exact: true })
+      .filter({ hasText: 'Close' })
+  }
+
+  /** The X button to dismiss the success dialog without any action. */
+  get dismissButton(): Locator {
+    return this.successDialog.locator('button.p-dialog-close-button')
+  }
+
+  get exitBuilderButton(): Locator {
+    return this.successDialog.getByRole('button', { name: 'Exit builder' })
+  }
+
+  get overwriteDialog(): Locator {
+    return this.page.getByRole('dialog', { name: 'Overwrite existing file?' })
+  }
+
+  get overwriteButton(): Locator {
+    return this.overwriteDialog.getByRole('button', { name: 'Overwrite' })
+  }
+
+  async fillAndSave(workflowName: string, viewType: 'App' | 'Node graph') {
+    await this.nameInput.fill(workflowName)
+    await this.viewTypeRadio(viewType).click()
+    await this.saveButton.click()
+  }
+}

browser_tests/fixtures/helpers/BuilderSelectHelper.ts

@@ -0,0 +1,139 @@
+import type { Locator, Page } from '@playwright/test'
+
+import type { ComfyPage } from '../ComfyPage'
+import type { NodeReference } from '../utils/litegraphUtils'
+import { TestIds } from '../selectors'
+
+export class BuilderSelectHelper {
+  constructor(private readonly comfyPage: ComfyPage) {}
+
+  private get page(): Page {
+    return this.comfyPage.page
+  }
+
+  /**
+   * Get the actions menu trigger for a builder IoItem (input-select sidebar).
+   * @param title The widget title shown in the IoItem.
+   */
+  getInputItemMenu(title: string): Locator {
+    return this.page
+      .getByTestId(TestIds.builder.ioItem)
+      .filter({
+        has: this.page
+          .getByTestId(TestIds.builder.ioItemTitle)
+          .getByText(title, { exact: true })
+      })
+      .getByTestId(TestIds.builder.widgetActionsMenu)
+  }
+
+  /**
+   * Get the actions menu trigger for a widget in the preview/arrange sidebar.
+   * @param ariaLabel The aria-label on the widget row, e.g. "seed — KSampler".
+   */
+  getPreviewWidgetMenu(ariaLabel: string): Locator {
+    return this.page
+      .getByLabel(ariaLabel, { exact: true })
+      .getByTestId(TestIds.builder.widgetActionsMenu)
+  }
+
+  /** Delete a builder input via its actions menu. */
+  async deleteInput(title: string) {
+    const menu = this.getInputItemMenu(title)
+    await menu.click()
+    await this.page.getByText('Delete', { exact: true }).click()
+    await this.comfyPage.nextFrame()
+  }
+
+  /**
+   * Rename a builder IoItem via the popover menu "Rename" action.
+   * @param title The current widget title shown in the IoItem.
+   * @param newName The new name to assign.
+   */
+  async renameInputViaMenu(title: string, newName: string) {
+    const menu = this.getInputItemMenu(title)
+    await menu.click()
+    await this.page.getByText('Rename', { exact: true }).click()
+
+    const input = this.page
+      .getByTestId(TestIds.builder.ioItemTitle)
+      .getByRole('textbox')
+    await input.fill(newName)
+    await this.page.keyboard.press('Enter')
+    await this.comfyPage.nextFrame()
+  }
+
+  /**
+   * Rename a builder IoItem by double-clicking its title for inline editing.
+   * @param title The current widget title shown in the IoItem.
+   * @param newName The new name to assign.
+   */
+  async renameInput(title: string, newName: string) {
+    const titleEl = this.page
+      .getByTestId(TestIds.builder.ioItemTitle)
+      .getByText(title, { exact: true })
+    await titleEl.dblclick()
+
+    const input = this.page
+      .getByTestId(TestIds.builder.ioItemTitle)
+      .getByRole('textbox')
+    await input.fill(newName)
+    await this.page.keyboard.press('Enter')
+    await this.comfyPage.nextFrame()
+  }
+
+  /**
+   * Rename a widget via its actions popover (works in preview and app mode).
+   * @param popoverTrigger The button that opens the widget's actions popover.
+   * @param newName The new name to assign.
+   */
+  async renameWidget(popoverTrigger: Locator, newName: string) {
+    await popoverTrigger.click()
+    await this.page.getByText('Rename', { exact: true }).click()
+
+    const dialogInput = this.page.locator(
+      '.p-dialog-content input[type="text"]'
+    )
+    await dialogInput.fill(newName)
+    await this.page.keyboard.press('Enter')
+    await dialogInput.waitFor({ state: 'hidden' })
+    await this.comfyPage.nextFrame()
+  }
+
+  /** Center on a node and click its first widget to select it as input. */
+  async selectInputWidget(node: NodeReference) {
+    await this.comfyPage.canvasOps.setScale(1)
+    await node.centerOnNode()
+
+    const widgetRef = await node.getWidget(0)
+    const widgetPos = await widgetRef.getPosition()
+    const titleHeight = await this.page.evaluate(
+      () => window.LiteGraph!['NODE_TITLE_HEIGHT'] as number
+    )
+    await this.page.mouse.click(widgetPos.x, widgetPos.y + titleHeight)
+    await this.comfyPage.nextFrame()
+  }
+
+  /** Click the first SaveImage/PreviewImage node on the canvas. */
+  async selectOutputNode() {
+    const saveImageNodeId = await this.page.evaluate(() => {
+      const node = window.app!.rootGraph.nodes.find(
+        (n: { type?: string }) =>
+          n.type === 'SaveImage' || n.type === 'PreviewImage'
+      )
+      return node ? String(node.id) : null
+    })
+    if (!saveImageNodeId)
+      throw new Error('SaveImage/PreviewImage node not found')
+    const saveImageRef =
+      await this.comfyPage.nodeOps.getNodeRefById(saveImageNodeId)
+    await saveImageRef.centerOnNode()
+
+    const canvasBox = await this.page.locator('#graph-canvas').boundingBox()
+    if (!canvasBox) throw new Error('Canvas not found')
+    await this.page.mouse.click(
+      canvasBox.x + canvasBox.width / 2,
+      canvasBox.y + canvasBox.height / 2
+    )
+    await this.comfyPage.nextFrame()
+  }
+}

browser_tests/fixtures/helpers/BuilderStepsHelper.ts

@@ -0,0 +1,30 @@
+import type { Locator, Page } from '@playwright/test'
+
+import type { ComfyPage } from '../ComfyPage'
+
+export class BuilderStepsHelper {
+  constructor(private readonly comfyPage: ComfyPage) {}
+
+  private get page(): Page {
+    return this.comfyPage.page
+  }
+
+  get toolbar(): Locator {
+    return this.page.getByRole('navigation', { name: 'App Builder' })
+  }
+
+  async goToInputs() {
+    await this.toolbar.getByRole('button', { name: 'Inputs' }).click()
+    await this.comfyPage.nextFrame()
+  }
+
+  async goToOutputs() {
+    await this.toolbar.getByRole('button', { name: 'Outputs' }).click()
+    await this.comfyPage.nextFrame()
+  }
+
+  async goToPreview() {
+    await this.toolbar.getByRole('button', { name: 'Preview' }).click()
+    await this.comfyPage.nextFrame()
+  }
+}

browser_tests/fixtures/helpers/CanvasHelper.ts

@@ -91,6 +91,12 @@ export class CanvasHelper {
     await this.page.mouse.move(10, 10)
   }
 
+  async isReadOnly(): Promise<boolean> {
+    return this.page.evaluate(() => {
+      return window.app!.canvas.state.readOnly
+    })
+  }
+
   async getScale(): Promise<number> {
     return this.page.evaluate(() => {
       return window.app!.canvas.ds.scale
@@ -163,6 +169,39 @@ export class CanvasHelper {
     })
   }
 
+  /**
+   * Pan the canvas back and forth in a sweep pattern using middle-mouse drag.
+   * Each step advances one animation frame, giving per-frame measurement
+   * granularity for performance tests.
+   */
+  async panSweep(options?: {
+    steps?: number
+    dx?: number
+    dy?: number
+  }): Promise<void> {
+    const { steps = 120, dx = 8, dy = 3 } = options ?? {}
+    const box = await this.canvas.boundingBox()
+    if (!box) throw new Error('Canvas bounding box not available')
+
+    const centerX = box.x + box.width / 2
+    const centerY = box.y + box.height / 2
+    await this.page.mouse.move(centerX, centerY)
+    await this.page.mouse.down({ button: 'middle' })
+
+    // Sweep forward
+    for (let i = 0; i < steps; i++) {
+      await this.page.mouse.move(centerX + i * dx, centerY + i * dy)
+      await this.nextFrame()
+    }
+    // Sweep back
+    for (let i = steps; i > 0; i--) {
+      await this.page.mouse.move(centerX + i * dx, centerY + i * dy)
+      await this.nextFrame()
+    }
+
+    await this.page.mouse.up({ button: 'middle' })
+  }
+
   async disconnectEdge(): Promise<void> {
     await this.dragAndDrop(
       DefaultGraphPositions.clipTextEncodeNode1InputSlot,

browser_tests/fixtures/helpers/DragDropHelper.ts

@@ -4,12 +4,10 @@ import type { Page } from '@playwright/test'
 
 import type { Position } from '../types'
 import { getMimeType } from './mimeTypeUtil'
+import { assetPath } from '../utils/paths'
 
 export class DragDropHelper {
-  constructor(
-    private readonly page: Page,
-    private readonly assetPath: (fileName: string) => string
-  ) {}
+  constructor(private readonly page: Page) {}
 
   private async nextFrame(): Promise<void> {
     await this.page.evaluate(() => {
@@ -25,13 +23,15 @@ export class DragDropHelper {
       url?: string
       dropPosition?: Position
       waitForUpload?: boolean
+      preserveNativePropagation?: boolean
     } = {}
   ): Promise<void> {
     const {
       dropPosition = { x: 100, y: 100 },
       fileName,
       url,
-      waitForUpload = false
+      waitForUpload = false,
+      preserveNativePropagation = false
     } = options
 
     if (!fileName && !url)
@@ -43,10 +43,11 @@ export class DragDropHelper {
       fileType?: string
       buffer?: Uint8Array | number[]
       url?: string
-    } = { dropPosition }
+      preserveNativePropagation: boolean
+    } = { dropPosition, preserveNativePropagation }
 
     if (fileName) {
-      const filePath = this.assetPath(fileName)
+      const filePath = assetPath(fileName)
       const buffer = readFileSync(filePath)
 
       evaluateParams.fileName = fileName
@@ -115,15 +116,17 @@ export class DragDropHelper {
         )
       }
 
-      Object.defineProperty(dropEvent, 'preventDefault', {
-        value: () => {},
-        writable: false
-      })
+      if (!params.preserveNativePropagation) {
+        Object.defineProperty(dropEvent, 'preventDefault', {
+          value: () => {},
+          writable: false
+        })
 
-      Object.defineProperty(dropEvent, 'stopPropagation', {
-        value: () => {},
-        writable: false
-      })
+        Object.defineProperty(dropEvent, 'stopPropagation', {
+          value: () => {},
+          writable: false
+        })
+      }
 
       targetElement.dispatchEvent(dragOverEvent)
       targetElement.dispatchEvent(dropEvent)
@@ -154,7 +157,10 @@ export class DragDropHelper {
 
   async dragAndDropURL(
     url: string,
-    options: { dropPosition?: Position } = {}
+    options: {
+      dropPosition?: Position
+      preserveNativePropagation?: boolean
+    } = {}
   ): Promise<void> {
     return this.dragAndDropExternalResource({ url, ...options })
   }

browser_tests/fixtures/helpers/PerformanceHelper.ts

@@ -23,12 +23,15 @@ export interface PerfMeasurement {
   layoutDurationMs: number
   taskDurationMs: number
   heapDeltaBytes: number
+  heapUsedBytes: number
   domNodes: number
   jsHeapTotalBytes: number
   scriptDurationMs: number
   eventListeners: number
   totalBlockingTimeMs: number
   frameDurationMs: number
+  p95FrameDurationMs: number
+  allFrameDurationsMs: number[]
 }
 
 export class PerformanceHelper {
@@ -100,13 +103,13 @@ export class PerformanceHelper {
   }
 
   /**
-   * Measure average frame duration via rAF timing over a sample window.
-   * Returns average ms per frame (lower = better, 16.67 = 60fps).
+   * Measure individual frame durations via rAF timing over a sample window.
+   * Returns all per-frame durations so callers can compute avg, p95, etc.
    */
-  private async measureFrameDuration(sampleFrames = 10): Promise<number> {
+  private async measureFrameDurations(sampleFrames = 30): Promise<number[]> {
     return this.page.evaluate((frames) => {
-      return new Promise<number>((resolve) => {
-        const timeout = setTimeout(() => resolve(0), 5000)
+      return new Promise<number[]>((resolve) => {
+        const timeout = setTimeout(() => resolve([]), 5000)
         const timestamps: number[] = []
         let count = 0
         function tick(ts: number) {
@@ -117,11 +120,14 @@ export class PerformanceHelper {
           } else {
             clearTimeout(timeout)
             if (timestamps.length < 2) {
-              resolve(0)
+              resolve([])
               return
             }
-            const total = timestamps[timestamps.length - 1] - timestamps[0]
-            resolve(total / (timestamps.length - 1))
+            const durations: number[] = []
+            for (let i = 1; i < timestamps.length; i++) {
+              durations.push(timestamps[i] - timestamps[i - 1])
+            }
+            resolve(durations)
           }
         }
         requestAnimationFrame(tick)
@@ -176,11 +182,21 @@ export class PerformanceHelper {
       return after[key] - before[key]
     }
 
-    const [totalBlockingTimeMs, frameDurationMs] = await Promise.all([
+    const [totalBlockingTimeMs, allFrameDurationsMs] = await Promise.all([
       this.collectTBT(),
-      this.measureFrameDuration()
+      this.measureFrameDurations()
     ])
 
+    const frameDurationMs =
+      allFrameDurationsMs.length > 0
+        ? allFrameDurationsMs.reduce((a, b) => a + b, 0) /
+          allFrameDurationsMs.length
+        : 0
+
+    const sorted = [...allFrameDurationsMs].sort((a, b) => a - b)
+    const p95FrameDurationMs =
+      sorted.length > 0 ? sorted[Math.ceil(sorted.length * 0.95) - 1] : 0
+
     return {
       name,
       durationMs: delta('Timestamp') * 1000,
@@ -190,12 +206,15 @@ export class PerformanceHelper {
       layoutDurationMs: delta('LayoutDuration') * 1000,
       taskDurationMs: delta('TaskDuration') * 1000,
       heapDeltaBytes: delta('JSHeapUsedSize'),
+      heapUsedBytes: after.JSHeapUsedSize,
       domNodes: delta('Nodes'),
       jsHeapTotalBytes: delta('JSHeapTotalSize'),
       scriptDurationMs: delta('ScriptDuration') * 1000,
       eventListeners: delta('JSEventListeners'),
       totalBlockingTimeMs,
-      frameDurationMs
+      frameDurationMs,
+      p95FrameDurationMs,
+      allFrameDurationsMs
     }
   }
 }

browser_tests/fixtures/helpers/SubgraphHelper.ts

@@ -1,10 +1,11 @@
 import { expect } from '@playwright/test'
-import type { Page } from '@playwright/test'
+import type { ConsoleMessage, Locator, Page } from '@playwright/test'
 
 import type {
   CanvasPointerEvent,
   Subgraph
 } from '@/lib/litegraph/src/litegraph'
+import type { ComfyWorkflowJSON } from '@/platform/workflow/validation/schemas/workflowSchema'
 
 import type { ComfyPage } from '../ComfyPage'
 import { TestIds } from '../selectors'
@@ -413,4 +414,138 @@ export class SubgraphHelper {
       return window.app!.canvas.graph!.nodes?.length || 0
     })
   }
+
+  async getSlotCount(type: 'input' | 'output'): Promise<number> {
+    return this.page.evaluate((slotType: 'input' | 'output') => {
+      const graph = window.app!.canvas.graph
+      if (!graph || !('inputNode' in graph)) return 0
+      return graph[`${slotType}s`]?.length ?? 0
+    }, type)
+  }
+
+  async getSlotLabel(
+    type: 'input' | 'output',
+    index = 0
+  ): Promise<string | null> {
+    return this.page.evaluate(
+      ([slotType, idx]) => {
+        const graph = window.app!.canvas.graph
+        if (!graph || !('inputNode' in graph)) return null
+        const slot = graph[`${slotType}s`]?.[idx]
+        return slot?.label ?? slot?.name ?? null
+      },
+      [type, index] as const
+    )
+  }
+
+  async removeSlot(type: 'input' | 'output', slotName?: string): Promise<void> {
+    if (type === 'input') {
+      await this.rightClickInputSlot(slotName)
+    } else {
+      await this.rightClickOutputSlot(slotName)
+    }
+    await this.comfyPage.contextMenu.clickLitegraphMenuItem('Remove Slot')
+    await this.comfyPage.nextFrame()
+  }
+
+  async findSubgraphNodeId(): Promise<string> {
+    const id = await this.page.evaluate(() => {
+      const graph = window.app!.canvas.graph!
+      const node = graph.nodes.find(
+        (n) => typeof n.isSubgraphNode === 'function' && n.isSubgraphNode()
+      )
+      return node ? String(node.id) : null
+    })
+    if (!id) throw new Error('No subgraph node found in current graph')
+    return id
+  }
+
+  async serializeAndReload(): Promise<void> {
+    const serialized = await this.page.evaluate(() =>
+      window.app!.graph!.serialize()
+    )
+    await this.page.evaluate(
+      (workflow: ComfyWorkflowJSON) => window.app!.loadGraphData(workflow),
+      serialized as ComfyWorkflowJSON
+    )
+    await this.comfyPage.nextFrame()
+  }
+
+  async convertDefaultKSamplerToSubgraph(): Promise<NodeReference> {
+    await this.comfyPage.workflow.loadWorkflow('default')
+    const ksampler = await this.comfyPage.nodeOps.getNodeRefById('3')
+    await ksampler.click('title')
+    const subgraphNode = await ksampler.convertToSubgraph()
+    await this.comfyPage.nextFrame()
+    return subgraphNode
+  }
+
+  async packAllInteriorNodes(hostNodeId: string): Promise<void> {
+    await this.comfyPage.vueNodes.enterSubgraph(hostNodeId)
+    await this.comfyPage.settings.setSetting('Comfy.VueNodes.Enabled', false)
+    await this.comfyPage.nextFrame()
+    await this.comfyPage.canvas.click()
+    await this.comfyPage.canvas.press('Control+a')
+    await this.comfyPage.nextFrame()
+    await this.page.evaluate(() => {
+      const canvas = window.app!.canvas
+      canvas.graph!.convertToSubgraph(canvas.selectedItems)
+    })
+    await this.comfyPage.nextFrame()
+    await this.exitViaBreadcrumb()
+    await this.comfyPage.canvas.click()
+    await this.comfyPage.nextFrame()
+  }
+
+  static getTextSlotPosition(page: Page, nodeId: string) {
+    return page.evaluate((id) => {
+      const node = window.app!.canvas.graph!.getNodeById(id)
+      if (!node) return null
+
+      const titleHeight = window.LiteGraph!.NODE_TITLE_HEIGHT
+
+      for (const input of node.inputs) {
+        if (!input.widget || input.type !== 'STRING') continue
+        return {
+          hasPos: !!input.pos,
+          posY: input.pos?.[1] ?? null,
+          widgetName: input.widget.name,
+          titleHeight
+        }
+      }
+      return null
+    }, nodeId)
+  }
+
+  static async expectWidgetBelowHeader(
+    nodeLocator: Locator,
+    widgetLocator: Locator
+  ): Promise<void> {
+    const headerBox = await nodeLocator
+      .locator('[data-testid^="node-header-"]')
+      .boundingBox()
+    const widgetBox = await widgetLocator.boundingBox()
+    if (!headerBox || !widgetBox)
+      throw new Error('Header or widget bounding box not found')
+    expect(widgetBox.y).toBeGreaterThan(headerBox.y + headerBox.height)
+  }
+
+  static collectConsoleWarnings(
+    page: Page,
+    patterns: string[] = [
+      'No link found',
+      'Failed to resolve legacy -1',
+      'No inner link found'
+    ]
+  ): { warnings: string[]; dispose: () => void } {
+    const warnings: string[] = []
+    const handler = (msg: ConsoleMessage) => {
+      const text = msg.text()
+      if (patterns.some((p) => text.includes(p))) {
+        warnings.push(text)
+      }
+    }
+    page.on('console', handler)
+    return { warnings, dispose: () => page.off('console', handler) }
+  }
 }

browser_tests/fixtures/helpers/WorkflowHelper.ts

@@ -1,11 +1,13 @@
 import { readFileSync } from 'fs'
 
+import type { AppMode } from '../../../src/composables/useAppMode'
 import type {
   ComfyApiWorkflow,
   ComfyWorkflowJSON
 } from '../../../src/platform/workflow/validation/schemas/workflowSchema'
 import type { WorkspaceStore } from '../../types/globals'
 import type { ComfyPage } from '../ComfyPage'
+import { assetPath } from '../utils/paths'
 
 type FolderStructure = {
   [key: string]: FolderStructure | string
@@ -19,7 +21,7 @@ export class WorkflowHelper {
 
     for (const [key, value] of Object.entries(structure)) {
       if (typeof value === 'string') {
-        const filePath = this.comfyPage.assetPath(value)
+        const filePath = assetPath(value)
         result[key] = readFileSync(filePath, 'utf-8')
       } else {
         result[key] = this.convertLeafToContent(value)
@@ -58,7 +60,7 @@ export class WorkflowHelper {
 
   async loadWorkflow(workflowName: string) {
     await this.comfyPage.workflowUploadInput.setInputFiles(
-      this.comfyPage.assetPath(`${workflowName}.json`)
+      assetPath(`${workflowName}.json`)
     )
     await this.comfyPage.nextFrame()
   }
@@ -104,6 +106,40 @@ export class WorkflowHelper {
     })
   }
 
+  async getActiveWorkflowPath(): Promise<string | undefined> {
+    return this.comfyPage.page.evaluate(() => {
+      return (window.app!.extensionManager as WorkspaceStore).workflow
+        .activeWorkflow?.path
+    })
+  }
+
+  async getActiveWorkflowActiveAppMode(): Promise<AppMode | null | undefined> {
+    return this.comfyPage.page.evaluate(() => {
+      return (window.app!.extensionManager as WorkspaceStore).workflow
+        .activeWorkflow?.activeMode
+    })
+  }
+
+  async getActiveWorkflowInitialMode(): Promise<AppMode | null | undefined> {
+    return this.comfyPage.page.evaluate(() => {
+      return (window.app!.extensionManager as WorkspaceStore).workflow
+        .activeWorkflow?.initialMode
+    })
+  }
+
+  async getLinearModeFromGraph(): Promise<boolean | undefined> {
+    return this.comfyPage.page.evaluate(() => {
+      return window.app!.rootGraph.extra?.linearMode as boolean | undefined
+    })
+  }
+
+  async getOpenWorkflowCount(): Promise<number> {
+    return this.comfyPage.page.evaluate(() => {
+      return (window.app!.extensionManager as WorkspaceStore).workflow.workflows
+        .length
+    })
+  }
+
   async isCurrentWorkflowModified(): Promise<boolean | undefined> {
     return this.comfyPage.page.evaluate(() => {
       return (window.app!.extensionManager as WorkspaceStore).workflow
@@ -111,6 +147,16 @@ export class WorkflowHelper {
     })
   }
 
+  async waitForWorkflowIdle(timeout = 5000): Promise<void> {
+    await this.comfyPage.page.waitForFunction(
+      () =>
+        !(window.app?.extensionManager as WorkspaceStore | undefined)?.workflow
+          ?.isBusy,
+      undefined,
+      { timeout }
+    )
+  }
+
   async getExportedWorkflow(options: { api: true }): Promise<ComfyApiWorkflow>
   async getExportedWorkflow(options?: {
     api?: false

browser_tests/fixtures/selectors.ts

@@ -20,7 +20,13 @@ export const TestIds = {
     main: 'graph-canvas',
     contextMenu: 'canvas-context-menu',
     toggleMinimapButton: 'toggle-minimap-button',
-    toggleLinkVisibilityButton: 'toggle-link-visibility-button'
+    closeMinimapButton: 'close-minimap-button',
+    toggleLinkVisibilityButton: 'toggle-link-visibility-button',
+    zoomControlsButton: 'zoom-controls-button',
+    zoomInAction: 'zoom-in-action',
+    zoomOutAction: 'zoom-out-action',
+    zoomToFitAction: 'zoom-to-fit-action',
+    zoomPercentageInput: 'zoom-percentage-input'
   },
   dialogs: {
     settings: 'settings-dialog',
@@ -28,10 +34,17 @@ export const TestIds = {
     settingsTabAbout: 'settings-tab-about',
     confirm: 'confirm-dialog',
     errorOverlay: 'error-overlay',
+    errorOverlaySeeErrors: 'error-overlay-see-errors',
+    errorOverlayDismiss: 'error-overlay-dismiss',
+    errorOverlayMessages: 'error-overlay-messages',
     runtimeErrorPanel: 'runtime-error-panel',
     missingNodeCard: 'missing-node-card',
+    errorCardFindOnGithub: 'error-card-find-on-github',
+    errorCardCopy: 'error-card-copy',
     about: 'about-panel',
-    whatsNewSection: 'whats-new-section'
+    whatsNewSection: 'whats-new-section',
+    missingNodePacksGroup: 'error-group-missing-node',
+    missingModelsGroup: 'error-group-missing-model'
   },
   keybindings: {
     presetMenu: 'keybinding-preset-menu'
@@ -39,7 +52,8 @@ export const TestIds = {
   topbar: {
     queueButton: 'queue-button',
     queueModeMenuTrigger: 'queue-mode-menu-trigger',
-    saveButton: 'save-workflow-button'
+    saveButton: 'save-workflow-button',
+    subscribeButton: 'topbar-subscribe-button'
   },
   nodeLibrary: {
     bookmarksSection: 'node-library-bookmarks-section'
@@ -57,15 +71,22 @@ export const TestIds = {
     colorRed: 'red'
   },
   widgets: {
+    container: 'node-widgets',
+    widget: 'node-widget',
     decrement: 'decrement',
     increment: 'increment',
     domWidgetTextarea: 'dom-widget-textarea',
     subgraphEnterButton: 'subgraph-enter-button'
   },
   builder: {
+    footerNav: 'builder-footer-nav',
+    saveButton: 'builder-save-button',
+    saveAsButton: 'builder-save-as-button',
+    saveAsChevron: 'builder-save-as-chevron',
     ioItem: 'builder-io-item',
     ioItemTitle: 'builder-io-item-title',
-    widgetActionsMenu: 'widget-actions-menu'
+    widgetActionsMenu: 'widget-actions-menu',
+    opensAs: 'builder-opens-as'
   },
   breadcrumb: {
     subgraph: 'subgraph-breadcrumb'
@@ -76,6 +97,14 @@ export const TestIds = {
   },
   user: {
     currentUserIndicator: 'current-user-indicator'
+  },
+  queue: {
+    overlayToggle: 'queue-overlay-toggle',
+    clearHistoryAction: 'clear-history-action'
+  },
+  errors: {
+    imageLoadError: 'error-loading-image',
+    videoLoadError: 'error-loading-video'
   }
 } as const
 
@@ -101,3 +130,5 @@ export type TestIdValue =
       (id: string) => string
     >
   | (typeof TestIds.user)[keyof typeof TestIds.user]
+  | (typeof TestIds.queue)[keyof typeof TestIds.queue]
+  | (typeof TestIds.errors)[keyof typeof TestIds.errors]

browser_tests/fixtures/utils/customMatchers.ts

@@ -0,0 +1,49 @@
+import type { ExpectMatcherState, Locator } from '@playwright/test'
+import { expect } from '@playwright/test'
+
+import type { NodeReference } from './litegraphUtils'
+
+function makeMatcher<T>(
+  getValue: (node: NodeReference) => Promise<T> | T,
+  type: string
+) {
+  return async function (
+    this: ExpectMatcherState,
+    node: NodeReference,
+    options?: { timeout?: number; intervals?: number[] }
+  ) {
+    await expect(async () => {
+      const value = await getValue(node)
+      const assertion = this.isNot
+        ? expect(value, 'Node is ' + type).not
+        : expect(value, 'Node is not ' + type)
+      assertion.toBeTruthy()
+    }).toPass({ timeout: 250, ...options })
+    return {
+      pass: !this.isNot,
+      message: () => 'Node is ' + (this.isNot ? 'not ' : '') + type
+    }
+  }
+}
+
+export const comfyExpect = expect.extend({
+  toBePinned: makeMatcher((n) => n.isPinned(), 'pinned'),
+  toBeBypassed: makeMatcher((n) => n.isBypassed(), 'bypassed'),
+  toBeCollapsed: makeMatcher((n) => n.isCollapsed(), 'collapsed'),
+  async toHaveFocus(locator: Locator, options = { timeout: 256 }) {
+    await expect
+      .poll(
+        () => locator.evaluate((el) => el === document.activeElement),
+        options
+      )
+      .toBe(!this.isNot)
+
+    const isFocused = await locator.evaluate(
+      (el) => el === document.activeElement
+    )
+    return {
+      pass: isFocused,
+      message: () => `Expected element to ${isFocused ? 'not ' : ''}be focused.`
+    }
+  }
+})

browser_tests/fixtures/utils/litegraphUtils.ts

@@ -281,6 +281,14 @@ export class NodeReference {
   getType(): Promise<string> {
     return this.getProperty('type')
   }
+  async centerOnNode(): Promise<void> {
+    await this.comfyPage.page.evaluate((id) => {
+      const node = window.app!.canvas.graph!.getNodeById(id)
+      if (!node) throw new Error(`Node ${id} not found`)
+      window.app!.canvas.centerOnNode(node)
+    }, this.id)
+    await this.comfyPage.nextFrame()
+  }
   async getPosition(): Promise<Position> {
     const pos = await this.comfyPage.canvasOps.convertOffsetToCanvas(
       await this.getProperty<[number, number]>('pos')
@@ -384,6 +392,11 @@ export class NodeReference {
     await this.comfyPage.clipboard.copy()
     await this.comfyPage.nextFrame()
   }
+  async delete(): Promise<void> {
+    await this.click('title')
+    await this.comfyPage.page.keyboard.press('Delete')
+    await this.comfyPage.nextFrame()
+  }
   async connectWidget(
     originSlotIndex: number,
     targetNode: NodeReference,

browser_tests/fixtures/utils/paths.ts

@@ -0,0 +1,3 @@
+export function assetPath(fileName: string): string {
+  return `./browser_tests/assets/${fileName}`
+}

browser_tests/fixtures/utils/timing.ts

@@ -0,0 +1,3 @@
+export function sleep(ms: number): Promise<void> {
+  return new Promise((resolve) => setTimeout(resolve, ms))
+}

browser_tests/globalSetup.ts

@@ -1,11 +1,10 @@
-import type { FullConfig } from '@playwright/test'
-import dotenv from 'dotenv'
+import { config as dotenvConfig } from 'dotenv'
 
 import { backupPath } from './utils/backupUtils'
 
-dotenv.config()
+dotenvConfig()
 
-export default function globalSetup(_config: FullConfig) {
+export default function globalSetup() {
   if (!process.env.CI) {
     if (process.env.TEST_COMFYUI_DIR) {
       backupPath([process.env.TEST_COMFYUI_DIR, 'user'])

browser_tests/globalTeardown.ts

@@ -1,12 +1,11 @@
-import type { FullConfig } from '@playwright/test'
-import dotenv from 'dotenv'
+import { config as dotenvConfig } from 'dotenv'
 
 import { writePerfReport } from './helpers/perfReporter'
 import { restorePath } from './utils/backupUtils'
 
-dotenv.config()
+dotenvConfig()
 
-export default function globalTeardown(_config: FullConfig) {
+export default function globalTeardown() {
   writePerfReport()
 
   if (!process.env.CI && process.env.TEST_COMFYUI_DIR) {

browser_tests/helpers/builderTestUtils.ts

@@ -0,0 +1,78 @@
+import { expect } from '@playwright/test'
+
+import type { ComfyPage } from '../fixtures/ComfyPage'
+import type { NodeReference } from '../fixtures/utils/litegraphUtils'
+
+import { fitToViewInstant } from './fitToView'
+import { getPromotedWidgetNames } from './promotedWidgets'
+
+/**
+ * Enter builder on the default workflow and select I/O.
+ *
+ * Loads the default workflow, optionally transforms it (e.g. convert a node
+ * to subgraph), then enters builder mode and selects inputs + outputs.
+ *
+ * @param comfyPage - The page fixture.
+ * @param getInputNode - Returns the node to click for input selection.
+ *   Receives the KSampler node ref and can transform the graph before
+ *   returning the target node. Defaults to using KSampler directly.
+ * @returns The node used for input selection.
+ */
+export async function setupBuilder(
+  comfyPage: ComfyPage,
+  getInputNode?: (ksampler: NodeReference) => Promise<NodeReference>
+): Promise<NodeReference> {
+  const { appMode } = comfyPage
+  await comfyPage.workflow.loadWorkflow('default')
+
+  const ksampler = await comfyPage.nodeOps.getNodeRefById('3')
+  const inputNode = getInputNode ? await getInputNode(ksampler) : ksampler
+
+  await fitToViewInstant(comfyPage)
+  await appMode.enterBuilder()
+  await appMode.steps.goToInputs()
+  await appMode.select.selectInputWidget(inputNode)
+
+  await appMode.steps.goToOutputs()
+  await appMode.select.selectOutputNode()
+
+  return inputNode
+}
+
+/**
+ * Convert the KSampler to a subgraph, then enter builder with I/O selected.
+ *
+ * Returns the subgraph node reference for further interaction.
+ */
+export async function setupSubgraphBuilder(
+  comfyPage: ComfyPage
+): Promise<NodeReference> {
+  return setupBuilder(comfyPage, async (ksampler) => {
+    await ksampler.click('title')
+    const subgraphNode = await ksampler.convertToSubgraph()
+    await comfyPage.nextFrame()
+
+    const promotedNames = await getPromotedWidgetNames(
+      comfyPage,
+      String(subgraphNode.id)
+    )
+    expect(promotedNames).toContain('seed')
+
+    return subgraphNode
+  })
+}
+
+/** Save the workflow, reopen it, and enter app mode. */
+export async function saveAndReopenInAppMode(
+  comfyPage: ComfyPage,
+  workflowName: string
+) {
+  await comfyPage.menu.topbar.saveWorkflow(workflowName)
+
+  const { workflowsTab } = comfyPage.menu
+  await workflowsTab.open()
+  await workflowsTab.getPersistedItem(workflowName).dblclick()
+  await comfyPage.nextFrame()
+
+  await comfyPage.appMode.toggleAppMode()
+}

browser_tests/helpers/perfReporter.ts

@@ -12,10 +12,43 @@ export interface PerfReport {
 
 const TEMP_DIR = join('test-results', 'perf-temp')
 
+type MeasurementField = keyof PerfMeasurement
+
+const FIELD_FORMATTERS: Record<string, (m: PerfMeasurement) => string> = {
+  styleRecalcs: (m) => `${m.styleRecalcs} recalcs`,
+  layouts: (m) => `${m.layouts} layouts`,
+  taskDurationMs: (m) => `${m.taskDurationMs.toFixed(1)}ms task`,
+  layoutDurationMs: (m) => `${m.layoutDurationMs.toFixed(1)}ms layout`,
+  frameDurationMs: (m) => `${m.frameDurationMs.toFixed(1)}ms/frame`,
+  totalBlockingTimeMs: (m) => `TBT=${m.totalBlockingTimeMs.toFixed(0)}ms`,
+  durationMs: (m) => `${m.durationMs.toFixed(0)}ms total`,
+  heapDeltaBytes: (m) => `heap Δ${(m.heapDeltaBytes / 1024).toFixed(0)}KB`,
+  domNodes: (m) => `DOM Δ${m.domNodes}`,
+  heapUsedBytes: (m) => `heap ${(m.heapUsedBytes / 1024 / 1024).toFixed(1)}MB`
+}
+
+/**
+ * Log a perf measurement to the console in a consistent format.
+ * Fields are formatted automatically based on their type.
+ */
+export function logMeasurement(
+  label: string,
+  m: PerfMeasurement,
+  fields: MeasurementField[]
+) {
+  const parts = fields.map((f) => {
+    const formatter = FIELD_FORMATTERS[f]
+    if (formatter) return formatter(m)
+    return `${f}=${m[f]}`
+  })
+  console.log(`${label}: ${parts.join(', ')}`)
+}
+
 export function recordMeasurement(m: PerfMeasurement) {
   mkdirSync(TEMP_DIR, { recursive: true })
   const filename = `${m.name}-${Date.now()}.json`
-  writeFileSync(join(TEMP_DIR, filename), JSON.stringify(m))
+  const { allFrameDurationsMs: _, ...serializable } = m
+  writeFileSync(join(TEMP_DIR, filename), JSON.stringify(serializable))
 }
 
 export function writePerfReport(