## Summary
Add toolkit (Essentials) node tracking to execution telemetry, enabling
measurement of toolkit node adoption and popularity.
## Changes
- **What**: Add `has_toolkit_nodes`, `toolkit_node_names`, and
`toolkit_node_count` fields to `ExecutionContext` and
`RunButtonProperties`. Toolkit nodes are identified via a hardcoded set
of node type names (10 novel Essentials nodes) and by `python_module ===
'comfy_essentials'` for blueprint nodes. Detection runs inside the
existing `reduceAllNodes()` traversal — no additional graph walks.
## Review Focus
- Toolkit node identification is frontend-only (no backend flag) — uses
two mechanisms: hardcoded `TOOLKIT_NODE_NAMES` set and
`TOOLKIT_BLUEPRINT_MODULES` for blueprints
- API node overlap is intentional — a node can appear in both
`api_node_names` and `toolkit_node_names`
- Blueprint detection via `python_module` automatically picks up new
essentials blueprints without code changes
┆Issue is synchronized with this [Notion
page](https://www.notion.so/PR-9073-feat-add-toolkit-node-tracking-to-execution-telemetry-30f6d73d365081b3ac91e697889c58b6)
by [Unito](https://www.unito.io)
## Summary
Replace checkout attribution GA identity sourcing from
`window.__ga_identity__` with GA4 `gtag('get', ...)` calls keyed by
remote config measurement ID.
## Changes
- **What**:
- Add typed global `gtag` get definitions and shared GA field types.
- Fetch `client_id`, `session_id`, and `session_number` via `gtag('get',
measurementId, field, callback)` with timeout-based fallback.
- Normalize numeric GA values to strings before emitting checkout
attribution metadata.
- Update checkout attribution tests to mock `gtag` retrieval and verify
requested fields + numeric normalization.
- Add `ga_measurement_id` to remote config typings.
## Review Focus
Validate the `gtag('get', ...)` retrieval path and failure handling
(`undefined` fallback on timeout/errors) and confirm analytics field
names match GA4 expectations.
## Screenshots (if applicable)
N/A
┆Issue is synchronized with this [Notion
page](https://www.notion.so/PR-8930-fix-use-gtag-get-for-checkout-attribution-30a6d73d365081dcb773da945daceee6)
by [Unito](https://www.unito.io)
Implement Impact telemetry and checkout attribution through cloud
subscription checkout flows.
This PR adds Impact.com tracking support and carries attribution context
from landing-page visits into subscription checkout requests so
conversion attribution can be validated end-to-end.
- Register a new `ImpactTelemetryProvider` during cloud telemetry
initialization.
- Initialize the Impact queue/runtime (`ire`) and load the Universal
Tracking Tag script once.
- Invoke `ire('identify', ...)` on page views with dynamic `customerId`
and SHA-1 `customerEmail` (or empty strings when unknown).
- Expand checkout attribution capture to include `im_ref`, UTM fields,
and Google click IDs, with local persistence across navigation.
- Attempt `ire('generateClickId')` with a timeout and fall back to
URL/local attribution when unavailable.
- Include attribution payloads in checkout creation requests for both:
- `/customers/cloud-subscription-checkout`
- `/customers/cloud-subscription-checkout/{tier}`
- Extend begin-checkout telemetry metadata typing to include attribution
fields.
- Add focused unit coverage for provider behavior, attribution
persistence/fallback logic, and checkout request payloads.
Tradeoffs / constraints:
- Attribution collection is treated as best-effort in tiered checkout
flow to avoid blocking purchases.
- Backend checkout handlers must accept and process the additional JSON
attribution fields.
## Screenshots
<img width="908" height="208" alt="image"
src="https://github.com/user-attachments/assets/03c16d60-ffda-40c9-9bd6-8914d841be50"/>
<img width="1144" height="460" alt="image"
src="https://github.com/user-attachments/assets/74b97fde-ce0a-43e6-838e-9a4aba484488"/>
<img width="1432" height="320" alt="image"
src="https://github.com/user-attachments/assets/30c22a9f-7bd8-409f-b0ef-e4d02343780a"/>
<img width="341" height="135" alt="image"
src="https://github.com/user-attachments/assets/f6d918ae-5f80-45e0-855a-601abea61dec"/>
Wire checkout attribution into GTM events and checkout POST payloads.
This updates the cloud telemetry flow so the backend team can correlate checkout events without relying on frontend cookie parsing. We now surface GA4 identity via a GTM-provided global and include attribution on both `begin_checkout` telemetry and the checkout POST body. The backend should continue to derive the Firebase UID from the auth header; the checkout POST body does not include a user ID.
GTM events pushed (unchanged list, updated payloads):
- `page_view` (page title/location/referrer as before)
- `sign_up` / `login`
- `begin_checkout` now includes:
- `user_id`, `tier`, `cycle`, `checkout_type`, `previous_tier` (if change flow)
- `ga_client_id`, `ga_session_id`, `ga_session_number`
- `gclid`, `gbraid`, `wbraid`
Backend-facing change:
- `POST /customers/cloud-subscription-checkout/:tier` now includes a JSON body with attribution fields only:
- `ga_client_id`, `ga_session_id`, `ga_session_number`
- `gclid`, `gbraid`, `wbraid`
- Backend should continue to derive the Firebase UID from the auth header.
Required GTM setup:
- Provide `window.__ga_identity__` via a GTM Custom HTML tag (after GA4/Google tag) with `{ client_id, session_id, session_number }`. The frontend reads this to populate the GA fields.
<img width="1416" height="1230" alt="image" src="https://github.com/user-attachments/assets/b77cf0ed-be69-4497-a540-86e5beb7bfac" />
## Screenshots (if applicable)
<img width="991" height="385" alt="image" src="https://github.com/user-attachments/assets/8309cd9e-5ab5-4fba-addb-2d101aaae7e9"/>
Manual Testing:
<img width="3839" height="2020" alt="image" src="https://github.com/user-attachments/assets/36901dfd-08db-4c07-97b8-a71e6783c72f"/>
<img width="2141" height="851" alt="image" src="https://github.com/user-attachments/assets/2e9f7aa4-4716-40f7-b147-1c74b0ce8067"/>
<img width="2298" height="982" alt="image" src="https://github.com/user-attachments/assets/72cbaa53-9b92-458a-8539-c987cf753b02"/>
<img width="2125" height="999" alt="image" src="https://github.com/user-attachments/assets/4b22387e-8027-4f50-be49-a410282a1adc"/>
To manually test, you will need to override api/features in devtools to also return this:
```
"gtm_container_id": "GTM-NP9JM6K7"
```
┆Issue is synchronized with this [Notion page](https://www.notion.so/PR-8354-fix-route-gtm-through-telemetry-entrypoint-2f66d73d36508138afacdeffe835f28a) by [Unito](https://www.unito.io)
<!-- This is an auto-generated comment: release notes by coderabbit.ai -->
## Summary by CodeRabbit
* **New Features**
* Analytics expanded: page view tracking, richer auth telemetry (includes user IDs), and checkout begin events with attribution.
* Google Tag Manager support and persistent checkout attribution (GA/client/session IDs, gclid/gbraid/wbraid).
* **Chores**
* Telemetry reworked to support multiple providers via a registry with cloud-only initialization.
* Workflow module refactored for clearer exports.
* **Tests**
* Added/updated tests for attribution, telemetry, and subscription flows.
* **CI**
* New check prevents telemetry from leaking into distribution artifacts.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
## Summary
This PR removes `any` types from core source files and replaces them
with proper TypeScript types.
### Key Changes
#### Type Safety Improvements
- Replaced `any` with `unknown`, explicit types, or proper interfaces
across core files
- Introduced new type definitions: `SceneConfig`, `Load3DNode`,
`ElectronWindow`
- Used `Object.assign` instead of `as any` for dynamic property
assignment
- Replaced `as any` casts with proper type assertions
### Files Changed
Source files:
- src/extensions/core/widgetInputs.ts - Removed unnecessary `as any`
cast
- src/platform/cloud/onboarding/auth.ts - Used `Record<string, unknown>`
and Sentry types
- src/platform/telemetry/providers/cloud/MixpanelTelemetryProvider.ts -
Used `AuditLog[]` type
- src/platform/workflow/management/stores/workflowStore.ts - Used
`typeof ComfyWorkflow` constructor type
- src/scripts/app.ts - Used `ResultItem[]` for Clipspace images
- src/services/colorPaletteService.ts - Used `Object.assign` instead of
`as any`
- src/services/customerEventsService.ts - Used `unknown` instead of
`any`
- src/services/load3dService.ts - Added proper interface types for
Load3D nodes
- src/types/litegraph-augmentation.d.ts - Used `TWidgetValue[]` type
- src/utils/envUtil.ts - Added ElectronWindow interface
- src/workbench/extensions/manager/stores/comfyManagerStore.ts - Typed
event as `CustomEvent<{ ui_id?: string }>`
### Testing
- All TypeScript type checking passes (`pnpm typecheck`)
- Linting passes without errors (`pnpm lint`)
- Code formatting applied (`pnpm format`)
Part of the "Road to No Explicit Any" initiative.
### Previous PRs in this series:
- Part 2: #7401
- Part 3: #7935
- Part 4: #7970
- Part 5: #8064
- Part 6: #8083
- Part 7: #8092
- Part 8 Group 1: #8253
- Part 8 Group 2: #8258
- Part 8 Group 3: #8304
- Part 8 Group 4: #8314
- Part 8 Group 5: #8329
- Part 8 Group 6: #8344
- Part 8 Group 7: #8459
- Part 8 Group 8: #8496
- Part 9: #8498 (this PR)
## Summary
Removes all `as unknown as Type` double-cast patterns from group 4 files
as part of the ongoing TypeScript cleanup effort.
## Changes
### Type Safety Improvements
- Replaced `as unknown as Type` with `as Partial<Type> as Type` for
valid mock objects
- Added proper null/undefined validation in `Subgraph.addInput()` and
`Subgraph.addOutput()`
- Updated test expectations to match new validation behavior
### Files Modified (17 files)
**Core Implementation:**
- `src/lib/litegraph/src/LGraph.ts` - Added input validation for
subgraph add methods
- `src/lib/litegraph/src/interfaces.ts` - Cleaned up type definitions
- `src/lib/litegraph/src/subgraph/ExecutableNodeDTO.ts` - Improved type
safety
- `src/platform/telemetry/types.ts` - Better type definitions
- `src/platform/telemetry/utils/surveyNormalization.ts` - Type cleanup
**Test Files:**
- `src/lib/litegraph/src/subgraph/SubgraphEdgeCases.test.ts` - Updated
to expect validation errors
- `src/lib/litegraph/src/subgraph/SubgraphMemory.test.ts` - Proper mock
typing
- `src/lib/litegraph/src/subgraph/SubgraphNode.test.ts` - Type
improvements
- `src/lib/litegraph/src/subgraph/SubgraphNode.titleButton.test.ts` -
Mock type fixes
- `src/lib/litegraph/src/subgraph/SubgraphSlotVisualFeedback.test.ts` -
Proper typing
- `src/lib/litegraph/src/subgraph/SubgraphWidgetPromotion.test.ts` -
Type cleanup
- `src/lib/litegraph/src/utils/textUtils.test.ts` - Mock improvements
- `src/lib/litegraph/src/widgets/ComboWidget.test.ts` - Type safety
updates
- `src/platform/assets/services/assetService.test.ts` - Type
improvements
- `src/platform/settings/composables/useSettingSearch.test.ts` - Mock
type fixes
- `src/platform/settings/settingStore.test.ts` - Type cleanup
- `src/platform/telemetry/utils/__tests__/surveyNormalization.test.ts` -
Type improvements
## Testing
- ✅ All modified test files pass
- ✅ TypeScript compilation passes
- ✅ Linting passes
## Related
Part of the TypeScript cleanup effort. Follows patterns from groups 1-3.
Previous PRs:
- Group 1: (merged)
- Group 2: (merged)
- Group 3: #8304
┆Issue is synchronized with this [Notion
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by [Unito](https://www.unito.io)
## Summary
Enables the feedback button on nightly releases to collect user feedback
and distinguish it from stable releases in Zendesk.
## Changes
- Add distribution tracking to feedback URL (cloud/nightly/stable)
- Export `getDistribution()` and `ZENDESK_FIELDS` from support config
for reuse
- Enable feedback button for both cloud and nightly builds
- Track distribution in Zendesk as: `ccloud`, `oss-nightly`, or `oss`
- Fix type signatures for `normalizeIndustry`/`normalizeUseCase` to
accept `unknown`
## Requirements
- [ ] Support team needs to add `oss-nightly` as a valid value for the
distribution field in Zendesk
## Test plan
- [ ] Build and run nightly version, verify feedback button appears
- [ ] Click feedback button, verify Zendesk form opens with correct
distribution parameter
- [ ] Verify cloud builds still show feedback button as before
- [ ] Verify stable OSS builds don't show feedback button
┆Issue is synchronized with this [Notion
page](https://www.notion.so/PR-8220-feat-enable-feedback-button-on-nightly-releases-2ef6d73d3650816db81ef970919770a4)
by [Unito](https://www.unito.io)
## Summary
Implement the new design for template library
## Changes
- What
- New sort option: `Popular` and `Recommended`
- New category: `Popular`, leverage the `Popular` sorting
- Support add category stick to top of the side bar
- Support template customized visible in different platform by
`includeOnDistributions` field
### How to make `Popular` and `Recommended` work
Add usage-based ordering to workflow templates with position bias
correction, manual ranking (searchRank), and freshness boost.
New sort modes:
- "Recommended" (default): usage × 0.5 + searchRank × 0.3 + freshness ×
0.2
- "Popular": usage × 0.9 + freshness × 0.1
## Screenshots (if applicable)
New default ordering:
<img width="1812" height="1852" alt="Selection_2485"
src="https://github.com/user-attachments/assets/8f4ed6e9-9cf4-43a8-8796-022dcf4c277e"
/>
┆Issue is synchronized with this [Notion
page](https://www.notion.so/PR-7062-feat-usage-based-template-ordering-2bb6d73d365081f1ac65f8ad55fe8ce6)
by [Unito](https://www.unito.io)
Popular category:
<img width="281" height="283" alt="image"
src="https://github.com/user-attachments/assets/fd54fcb8-6caa-4982-a6b6-1f70ca4b31e3"
/>
---------
Co-authored-by: Yourz <crazilou@vip.qq.com>
Co-authored-by: GitHub Action <action@github.com>
## Summary
Migrates all unit tests from `tests-ui/` to colocate with their source
files in `src/`, improving discoverability and maintainability.
## Changes
- **What**: Relocated all unit tests to be adjacent to the code they
test, following the `<source>.test.ts` naming convention
- **Config**: Updated `vitest.config.ts` to remove `tests-ui` include
pattern and `@tests-ui` alias
- **Docs**: Moved testing documentation to `docs/testing/` with updated
paths and patterns
## Review Focus
- Migration patterns documented in
`temp/plans/migrate-tests-ui-to-src.md`
- Tests use `@/` path aliases instead of relative imports
- Shared fixtures placed in `__fixtures__/` directories
┆Issue is synchronized with this [Notion
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by [Unito](https://www.unito.io)
---------
Co-authored-by: Amp <amp@ampcode.com>
Co-authored-by: GitHub Action <action@github.com>
Prior to the release of subgraphs, there was a single graph accessed
through `app.graph`. Now that there's multiple graphs, there's a lot of
code that needs to be reviewed and potentially updated depending on if
it cares about nearby nodes, all nodes, or something else requiring
specific attention.
This was done by simply changing the type of `app.graph` to unknown so
the typechecker will complain about every place it's currently used.
References were then updated to `app.rootGraph` if the previous usage
was correct, or actually rewritten.
By not getting rid of `app.graph`, this change already ensures that
there's no loss of functionality for custom nodes, but the prior typing
of `app.graph` can always be restored if future dissuasion of
`app.graph` usage creates issues.
┆Issue is synchronized with this [Notion
page](https://www.notion.so/PR-7399-Cleanup-app-graph-usage-2c76d73d365081178743dfdcf07f44d0)
by [Unito](https://www.unito.io)
## Summary
Deduplicates workflow run telemetry and keeps a single source of truth
for execution while retaining click analytics and attributing initiator
source.
- Keep execution tracking in one place via `trackWorkflowExecution()`
- Keep click analytics via `trackRunButton(...)`
- Attribute initiator with `trigger_source` = 'button' | 'keybinding' |
'legacy_ui'
- Remove pre‑tracking from keybindings to avoid double/triple counting
- Update legacy UI buttons to emit both click + execution events (they
bypass commands)
## Problem
PR #6499 added tracking at multiple layers:
1) Keybindings tracked via a dedicated method and then executed a
command
2) Menu items tracked via a dedicated method and then executed a command
3) Commands also tracked execution
Because these ultimately trigger the same command path, this produced
duplicate (sometimes triplicate) events per user action and made it hard
to attribute initiator precisely.
## Solution
- Remove redundant tracking from keybindings (and previous legacy menu
handler)
- Commands now emit both:
- `trackRunButton(...)` (click analytics, includes `trigger_source` when
provided)
- `trackWorkflowExecution()` (single execution start; includes the last
`trigger_source`)
- Legacy UI buttons (which call `app.queuePrompt(...)` directly) now
also emit both events with `trigger_source = 'legacy_ui'`
- Add `ExecutionTriggerSource` type and wire `trigger_source` through
provider so `EXECUTION_START` matches the most recent click intent
### Telemetry behavior after this change
- `RUN_BUTTON_CLICKED` (click analytics)
- Emitted when a run is initiated via:
- Button: `trigger_source = 'button'`
- Keybinding: `trigger_source = 'keybinding'`
- Legacy UI: `trigger_source = 'legacy_ui'`
- `EXECUTION_START` (execution lifecycle)
- Emitted once per run at start; includes `trigger_source` matched to
the click intent above
- Paired with `EXECUTION_SUCCESS` / `EXECUTION_ERROR` from execution
handlers
## Benefits
- ✅ Accurate counts by removing duplicated run events
- ✅ Clear initiator attribution (button vs keybinding vs legacy UI)
- ✅ Separation of “intent” (click) vs. “lifecycle” (execution)
- ✅ Simpler implementation and maintenance
## Files Changed (high level)
- `src/services/keybindingService.ts`: Route run commands with
`trigger_source = 'keybinding'`
- `src/components/actionbar/ComfyRunButton/ComfyQueueButton.vue`: Send
`trigger_source = 'button'` to commands
- `src/scripts/ui.ts`: Legacy queue buttons emit `trackRunButton({
trigger_source: 'legacy_ui' })` and `trackWorkflowExecution()`
- `src/composables/useCoreCommands.ts`: Commands emit
`trackRunButton(...)` + `trackWorkflowExecution()`; accept telemetry
metadata
- `src/platform/telemetry/types.ts`: Add `ExecutionTriggerSource` and
optional `trigger_source` in click + execution payloads
- `src/platform/telemetry/providers/cloud/MixpanelTelemetryProvider.ts`:
Carry `trigger_source` from click → execution and reset after use
- `src/stores/commandStore.ts`: Allow commands to receive args (for
telemetry metadata)
- `src/extensions/core/groupNode.ts`: Adjust command function signatures
to new execute signature
## Related
- Reverts the multi‑event approach from #6499
- Keeps `trackWorkflowExecution()` as the canonical execution event
while preserving click analytics and initiator attribution with
`trackRunButton(...)`
┆Issue is synchronized with this Notion page by Unito
---------
Co-authored-by: Christian Byrne <c.byrne@comfy.org>
Co-authored-by: Alexander Brown <drjkl@comfy.org>
Co-authored-by: Benjamin Lu <benjaminlu1107@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
## Summary
Renamed the templates license filter to better reflect its actual
purpose - showing where a template executes (locally in ComfyUI vs
external/remote API).
The current "License" filter has been causing confusion with model
licensing terms (e.g., Apache vs flux-dev licensing). This PR clarifies
the filter's purpose by renaming it to "Runs On" and updating the
options to be more descriptive of inference location.
<img width="196" height="230" alt="image"
src="https://github.com/user-attachments/assets/8cbea263-f399-4945-82c1-357ec185f5a7"
/>
<img width="861" height="597" alt="image"
src="https://github.com/user-attachments/assets/af116876-d7a5-49c5-b791-1fda637ff3a3"
/>
## Changes
- **Filter name**: "License" → "Runs On"
- **Filter options**:
- "Open Source" → "ComfyUI"
- "Closed Source (API Nodes)" → "External or Remote API"
- **Icon**: Changed from `file-text` to `server` for better visual
representation
- **Variable naming**: Updated all related variables, types, and tests
to use `runsOn` naming convention
- **Telemetry**: Updated metadata to track `selected_runs_on` instead of
`selected_licenses`
## Why "Runs On"?
- **Clear intent**: Users want to know if a template runs locally or
requires an API call
- **Avoids confusion**: Separates the concept from model licensing terms
- **Inclusive wording**: "Remote" is included alongside "API" to help
users who may not be familiar with API terminology
- **Cloud-agnostic**: "Runs On" works whether the app itself is running
locally or in the cloud
┆Issue is synchronized with this [Notion
page](https://www.notion.so/PR-6543-feat-Rename-license-filter-to-Runs-On-filter-in-template-selector-29f6d73d3650811f935bc1f3fce7d7ad)
by [Unito](https://www.unito.io)
Summary
- Add telemetry event for settings changes when the global settings
dialog is open
- Clarify variable names in settings store (`settingParameter`,
`settingType`) for readability
- Introduce `SettingChangedMetadata` and
`TelemetryEvents.SETTING_CHANGED`
- Implement `trackSettingChanged` in Mixpanel provider
- Add focused unit test to verify telemetry triggers when settings
dialog is open vs closed
Quality
- Ran `pnpm lint:fix` and `pnpm typecheck`
- Unit tests pass locally
Notes
- Event fires only when the settings dialog is open (uses
`useDialogStore().isDialogOpen('global-settings')`)
- OSS builds are unaffected (`useTelemetry()` returns null)
┆Issue is synchronized with this [Notion
page](https://www.notion.so/PR-6504-feat-telemetry-track-settings-changes-clarify-names-add-unit-test-29e6d73d3650815ea919d832b310cc46)
by [Unito](https://www.unito.io)
Summary
- Add comprehensive telemetry for key UI interactions using existing
telemetry hooks (cloud-enabled, no-op in OSS):
Sidebar and top-level
- Node library button: `node_library`
- Model library button: `model_library`
- Workflows button: `workflows`
- Assets/Media button: `assets`
- Templates button: `templates`
- Keyboard Shortcuts: `keyboard_shortcuts`
- Console: `console`
- Help Center: `help_center`
- Settings (from Comfy logo menu): `settings_menu`
Floating canvas menu
- Minimap toggle: `minimap_toggle`
- Hide links toggle: `hide_links`
Run button and queue
- Run button handle (drag): `run_button_handle`
- Run mode selection: `run_instant`, `run_on_change`
- Queue multiple: `queue_multiple` fires on each run when batch count >
1 (moved from batch-count-change to run-time, per guidance)
Error dialogs
- Close (X/mask/ESC): `error_dialog_close` via dialog onClose
- Show report: `error_show_report`
- Help fix this: `error_help_fix_this`
- Find issues: `error_find_issues`
Nodes / Subgraphs
- Selection toolbox “Node info”: `node_info`
- Enter subgraph (node header enter): `open_subgraph`
- Subgraph breadcrumb navigation: `subgraph_breadcrumb_item` and
`subgraph_breadcrumb_root`
Settings / Credits / Search
- Settings menu button (under Comfy logo): `settings_menu`
- Purchase credits (Settings > Credits panel): tracked via existing
`trackAddApiCreditButtonClicked`
- Purchase credits (Avatar popover Top Up): tracked via existing
`trackAddApiCreditButtonClicked`
- Debounced search telemetry already present for node search and
template filters; left as-is
Notes and answers
- Error dialog onClose: only fires when the dialog actually closes (X,
mask, ESC, or programmatic close). “Show report” and “Help fix this” do
not close the dialog; they each emit their own events.
- Telemetry is behind the cloud provider; calls are optional
(`useTelemetry()?.…`). OSS builds send nothing.
Open questions / follow-ups
- Primary Run button click: today cloud-only `trackRunButton` exists; we
can also emit a UI-level `run` click (`UI_BUTTON_CLICKED` style)
alongside it if desired. Confirm preference and I can add it.
- Subgraph usage richness: if we want structured analytics (e.g.,
action, depth, subgraph id, node count), I can add a dedicated provider
method and include richer metadata at enter/breadcrumb.
- Optional parity: track the Comfy menu’s “Browse Templates” item in
addition to the sidebar Templates button.
Quality
- Ran `pnpm lint:fix` and `pnpm typecheck`; both pass locally.
Implementation details
- All handlers refactored to named functions where needed; used `void`
for intentionally unawaited async calls per lint rules.
- Event names kept consistent in `button_id` strings; happy to align to
a different naming scheme if you prefer.
┆Issue is synchronized with this [Notion
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by [Unito](https://www.unito.io)
---------
Co-authored-by: Christian Byrne <cbyrne@comfy.org>
Co-authored-by: Claude <noreply@anthropic.com>
Summary
- Add TelemetryEvents.API_CREDIT_TOPUP_SUCCEEDED and provider method
trackApiCreditTopupSucceeded
- Introduce topupTrackerStore to persist pending top-ups per user
(localStorage) and reconcile against recent audit logs
- Hook purchase flow to start tracking before opening Stripe checkout
- Reconcile after fetching audit events (UsageLogsTable) and after
fetchBalance, then emit telemetry, refresh balance, and clear pending
- Minor refactor in customerEventsService to return awaited result
Implementation details
- Matching strategy:
- Event type: credit_added
- Time window: createdAt between top-up start time and +24h
- Amount: if known, e.params.amount must equal expected cents
- Cross-tab/user changes: synchronize via storage event and userId
watcher
Limitations / Follow-up
- Reconciliation fetches only page 1 (limit 10) of events; in
high-volume cases, a recent credit_added could fall outside the first
page
- The window and pagination issue will be "resolved by a followup PR to
core and cloud"
Files touched
- src/stores/topupTrackerStore.ts (new)
- src/components/dialog/content/setting/UsageLogsTable.vue
- src/composables/auth/useFirebaseAuthActions.ts
- src/platform/telemetry/providers/cloud/MixpanelTelemetryProvider.ts
- src/platform/telemetry/types.ts
- src/services/customerEventsService.ts
┆Issue is synchronized with this [Notion
page](https://www.notion.so/PR-6500-feat-telemetry-track-API-credit-top-up-success-via-audit-events-29e6d73d365081169941efae70cf71fe)
by [Unito](https://www.unito.io)
---------
Co-authored-by: Christian Byrne <chrbyrne96@gmail.com>
Co-authored-by: Claude <noreply@anthropic.com>
Summary
- Add new telemetry event: `app:run_triggered` with `{ trigger_source:
'button' | 'keybinding' | 'menu' }`.
- Instrument all run initiation paths:
- UI Queue button emits `run_triggered` (source `button`) and keeps
emitting `run_button_click` for UI-only tracking.
- Keybindings (Ctrl+Enter / Ctrl+Shift+Enter) emit `run_triggered`
(source `keybinding`).
- Menus (menubar + legacy menu buttons) emit `run_triggered` (source
`menu`).
- Mixpanel provider now supports `trackRunTriggered` and forwards
`run_triggered`.
- `execution_start` tracking remains unchanged.
Motivation
GTM observed more `execution_start` events than `run_button_click`. This
change clarifies attribution by adding a unified event across all
triggers while preserving the UI-only `run_button_click` metric.
Files
- src/platform/telemetry/types.ts: Add `RunTriggeredMetadata`,
`RUN_TRIGGERED`, provider method signature.
- src/platform/telemetry/providers/cloud/MixpanelTelemetryProvider.ts:
Implement `trackRunTriggered`.
- src/components/actionbar/ComfyRunButton/ComfyQueueButton.vue: Emit
`run_triggered` on button path.
- src/services/keybindingService.ts: Emit `run_triggered` when queue
commands are invoked via keybindings.
- src/stores/menuItemStore.ts: Emit `run_triggered` for queue commands
invoked via menubar.
- src/scripts/ui.ts: Emit `run_triggered` for legacy menu queue buttons.
Notes
- `run_button_click` continues to represent UI button presses only.
- `run_triggered` now represents all user-initiated runs with clear
source attribution.
QA
- Cloud build: verify `app:run_triggered` appears with the correct
`trigger_source` for button, keybinding, and menu triggers.
- Verify `app:run_button_click` only fires for the button path.
- Confirm `execution_start` still tracks as before.
If preferred, we can extend `run_triggered` with additional fields
(e.g., queue mode, batchCount) in a follow-up.
┆Issue is synchronized with this [Notion
page](https://www.notion.so/PR-6499-feat-telemetry-add-unified-run_triggered-event-for-all-run-initiations-29e6d73d3650819fb481d3e0e925c50f)
by [Unito](https://www.unito.io)
---------
Co-authored-by: GitHub Action <action@github.com>
Summary
- Add custom_node_count to app:run_button_click telemetry payload,
aligning with execution_start context naming.
- Keeps event name as app:run_button_click (no rename).
Changes
- src/platform/telemetry/types.ts: add custom_node_count to
RunButtonProperties.
- src/platform/telemetry/providers/cloud/MixpanelTelemetryProvider.ts:
include custom_node_count from execution context in trackRunButton
payload.
Rationale
- execution_start already reports custom_node_count via
ExecutionContext.
- This adds visibility at the moment of run initiation, improving funnel
and pre-execution analysis.
Validation
- Ran pnpm lint:fix and pnpm typecheck locally; both passed.
Notes
- No runtime behavior changes outside telemetry payload.
- No user-facing strings changed.
Requested Reviewers
- Telemetry/analytics owners to confirm property naming and coverage.
┆Issue is synchronized with this [Notion
page](https://www.notion.so/PR-6493-feat-telemetry-include-custom_node_count-in-run-button-click-event-29d6d73d365081a5b23bd02e72e0bafd)
by [Unito](https://www.unito.io)
- Adds app:workflow_opened and plumbs open_source across drag/drop,
file-open button, workspace, and templates
- Tracks missing_node_count and missing_node_types for both
workflow_opened and workflow_imported
- Reuses WorkflowOpenSource type for consistency; no breaking changes to
loadGraphData callers (5th param remains options object; openSource
optional)
Validation
- pnpm lint:fix
- pnpm typecheck
Notes
- Telemetry only runs in cloud builds; OSS remains clean.
- loadGraphData telemetry is centralized where missing_node_types is
computed.
┆Issue is synchronized with this [Notion
page](https://www.notion.so/PR-6476-feat-telemetry-add-workflow_opened-with-open_source-and-missing-node-metrics-29d6d73d365081f385c0da29958309da)
by [Unito](https://www.unito.io)
---------
Co-authored-by: bymyself <cbyrne@comfy.org>
## Summary
Adds mixpanel telemetry with goal of: "We currently only know when a
user opens a template workflow. But we also want to know if they failed
to find what they want"
Example mixpanel query:
```
app:template_library_closed
WHERE template_selected = false AND time_spent_seconds >= 10
```
But can drill down further into what filters were selected etc to answer what they were looking for but couldn't find.
```
1. Event: app:template_filter_changed
2. Filter:
- Add formula: "Where user also triggered app:template_library_closed
with template_selected = false in same session"
3. Breakdown by: search_query
4. Sort by: Total Count (descending)
Search Query Failed Sessions
-----------------------------------
"flux video" 45 times
"sdxl controlnet" 32 times
"upscaler" 28 times
(empty/just filter) 20 times
```
```
Event: app:template_filter_changed
WHERE filtered_count = 0
AND user did app:template_library_closed
with template_selected = false
Breakdown by: search_query
```
etc.
https://www.notion.so/comfy-org/Number-of-users-who-open-the-template-library-and-where-do-they-click-29b6d73d36508044a595c0fb653ca6dc?source=copy_link
┆Issue is synchronized with this [Notion
page](https://www.notion.so/PR-6489-feat-add-telemetry-to-answer-for-user-failed-to-find-template-29d6d73d365081cdad72fd7c6ada5dc7)
by [Unito](https://www.unito.io)
Summary
- Add richer run-button telemetry: total node count, subgraph count,
whether API nodes are present, and unique API node names.
- Add provider method/event for “Add API credit” button clicks.
- Include a one-off script to normalize Mixpanel survey properties
(industry/useCase) for better analytics.
Changes
- Types: extend telemetry payloads
- RunButtonProperties adds total_node_count, subgraph_count,
has_api_nodes, api_node_names (src/platform/telemetry/types.ts:42)
- ExecutionContext adds same fields (src/platform/telemetry/types.ts:61)
- New event + provider API: ADD_API_CREDIT_BUTTON_CLICKED,
trackAddApiCreditButtonClicked() (src/platform/telemetry/types.ts:173,
src/platform/telemetry/types.ts:180)
- Mixpanel provider
- Compute node metrics in a single graph traversal and include them in
RUN_BUTTON_CLICKED
(src/platform/telemetry/providers/cloud/MixpanelTelemetryProvider.ts:169)
- Fields populated: total_node_count, subgraph_count, has_api_nodes,
api_node_names
(src/platform/telemetry/providers/cloud/MixpanelTelemetryProvider.ts:177)
- Add trackAddApiCreditButtonClicked() implementation
(src/platform/telemetry/providers/cloud/MixpanelTelemetryProvider.ts:152)
- Script
- Add scripts/survey-data-migration.ts to normalize industry/useCase
user properties using existing survey normalization utils; includes a
simulation and a production outline (scripts/survey-data-migration.ts:1)
Motivation
- Improves insight into workflow complexity and API-node adoption
directly at run time.
- Normalizes free-text survey fields to reduce category proliferation
and improve reporting quality.
Validation
- Run a workflow with/without API nodes and subgraphs; confirm telemetry
includes:
- total_node_count, subgraph_count, has_api_nodes, api_node_names
- Click “Add API credit” and confirm app:add_api_credit_button_clicked
is sent.
- No user-visible changes; telemetry only runs in cloud builds.
Impact
- Telemetry payload shape expands; backend ingestion should accept the
new properties.
- Metrics computed in a single pass over the graph for efficiency.
---------
Co-authored-by: bymyself <cbyrne@comfy.org>
## Summary
<!-- One sentence describing what changed and why. -->
## Changes
- **What**: <!-- Core functionality added/modified -->
- **Breaking**: <!-- Any breaking changes (if none, remove this line)
-->
- **Dependencies**: <!-- New dependencies (if none, remove this line)
-->
## Review Focus
<!-- Critical design decisions or edge cases that need attention -->
<!-- If this PR fixes an issue, uncomment and update the line below -->
<!-- Fixes #ISSUE_NUMBER -->
## Screenshots (if applicable)
<!-- Add screenshots or video recording to help explain your changes -->
┆Issue is synchronized with this [Notion
page](https://www.notion.so/PR-6400-Cloud-tracking-v2-29c6d73d365081a1ae32e9337f510a9e)
by [Unito](https://www.unito.io)
---------
Co-authored-by: Arjan Singh <arjan@comfy.org>
## Summary
Updates `SurveyResponses` interface to match actual survey fields 1-to-1
based on analytics requirements.
## Changes
- Remove `team_size` property (no corresponding survey question exists)
- Change `use_case` to `useCase` to match actual survey field name
- Remove `intended_use` property (doesn't exist in actual survey)
- Add `making` field array for content generation type tracking (video,
image, etc.)
This fixes a Mixpanel analytics issue where survey properties weren't
mapping 1-to-1 with actual survey questions, making statistical analysis
difficult.
┆Issue is synchronized with this [Notion
page](https://www.notion.so/PR-6314-bugfix-fix-survey-properties-mapping-to-match-actual-survey-data-2996d73d36508158a335e6b73e3e14ef)
by [Unito](https://www.unito.io)
## Summary
Track template metadata in English for analytics regardless of user's
locale to enable consistent statistical analysis.
## Changes
- **What**: Load English [template
index](https://github.com/Comfy-Org/ComfyUI_frontend/tree/main/public/templates)
alongside localized version (cloud builds only)
- **What**: Added `getEnglishMetadata()` method to
`workflowTemplatesStore` that returns English versions of template tags,
category, useCase, models, and license
- **What**: Updated `MixpanelTelemetryProvider` to prefer English
metadata for analytics events, falling back to localized values
## Review Focus
English template fetch only triggers in cloud builds via `isCloud` flag.
Non-cloud builds see no bundle size impact. Method returns null when
English templates unavailable, with fallback to localized data ensuring
analytics continue working in edge cases.
┆Issue is synchronized with this [Notion
page](https://www.notion.so/PR-6292-translate-all-analytics-to-English-for-template-metadata-2986d73d365081fdbc21f372aa9bb41e)
by [Unito](https://www.unito.io)
---------
Co-authored-by: github-actions <github-actions@github.com>
## Summary
Implements server-side remote configuration to decouple runtime behavior
from build artifacts, enabling dynamic configuration updates without
redeployment.
## Technical Changes
- **Replaced** build-time constants (`__MIXPANEL_TOKEN__`,
`__BUILD_FLAGS__`) with runtime configuration loaded from
`/api/features`
- Configuration now sourced from `window.__CONFIG__` (hydrated from
`/api/features` endpoint)
- **Added** `src/platform/remoteConfig/` service that polls server
configuration every 30 seconds
- **Modified** application bootstrap sequence in `main.ts` to load
remote config before module initialization (required for cloud builds)
- **Removed** global constants: `__BUILD_FLAGS__`, `__MIXPANEL_TOKEN__`.
Runtime subscription enforcement toggle via `subscription_required` flag
- Server health alerts with variant-based severity rendering
(info/warning/error) via topbar badges
## Rationale
- **Build-once-deploy-anywhere**: Single immutable artifact promoted
through environments (staging → production)
- **Zero-downtime configuration**: Update behavior without rebuilding or
redeploying the application
- **Incident response**: Disable features or display alerts dynamically
in response to outages or degraded service
- **Instant rollback**: Revert configuration changes server-side without
artifact redeployment
- **Progressive delivery**: Enable A/B testing, canary releases, and
user/region-based configuration
- **Environment parity**: Eliminate configuration drift between staging
and production builds
- Decouples deployment cadence from configuration changes
- Enables GitOps workflows for configuration management separate from
code deployments
- Supports real-time operational control of client behavior
- Reduces build matrix complexity (no per-environment builds)
┆Issue is synchronized with this [Notion
page](https://www.notion.so/PR-6246-change-cloud-feature-flags-to-be-loaded-dynamically-at-runtime-rather-than-set-in-build-2966d73d3650811cbb41c9093961037a)
by [Unito](https://www.unito.io)
## Summary
This code is entirely excluded from open-source, local, and desktop
builds. During minification and dead-code elimination, the Mixpanel
library is fully tree-shaken -- meaning no telemetry code is ever
included or downloaded in those builds. Even the inline callsites are
removed during the build (because `isCloud` becomes false and the entire
block becomes dead code and is removed). The code not only has no
effect, is not even distributed in the first place. We’ve gone to great
lengths to ensure this behavior.
Verification proof:
https://github.com/user-attachments/assets/b66c35f7-e233-447f-93da-4d70c433908d
Telemetry is *enabled only in the ComfyUI Cloud environment*. Its goal
is to help us understand and improve onboarding and new-user adoption.
ComfyUI aims to be accessible to everyone, but we know the learning
curve can be steep. Anonymous usage insights will help us identify where
users struggle and guide us toward making the experience more intuitive
and welcoming.
┆Issue is synchronized with this [Notion
page](https://www.notion.so/PR-6154-add-telemetry-provider-for-cloud-distribution-2926d73d3650813cb9ccfb3a2733848b)
by [Unito](https://www.unito.io)
---------
Co-authored-by: Claude <noreply@anthropic.com>
