0.8

Adjusted Signal

0.8

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

60.2K

Stars

TypeScript

Language

2.8M

Lines of Code

36.0K

Files

1.2K

Pattern Hits

2026-10-31

Scan Date

0.00

HC Hit Rate

Risk Review · Payload v1

Use each vector to guide manual verification of the underlying findings.

Payload schema: 1.0.0 · Engine: 2.0.0 · Scoring: heuristic-density-v1 · Scan date: 2026-10-31.

Cognitive Ownership Risk 0.9/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 408 finding(s).

Hallucinated Dependency & Supply Chain Risk 2.9/100 · LOW

Are imports declared and package/API names verified? 684 finding(s).

Agent Over-Engineering Ratio 0.7/100 · LOW

Are wrappers, guards, and repeated structures necessary? 272 finding(s).

PR Review Velocity Impact 4.0/100 · LOW

Which changes need focused human review? 1169 finding(s).

What These Metrics Mean

Adjusted Signal: Legacy pattern score normalized per 1,000 scanned lines and multiplied by the repository-level time factor. It is not an estimate of AI authorship.
Raw Pattern Score: Sum of severity- and context-weighted pattern findings before applying the time factor.
Time Factor: A coarse multiplier based on repository last-push metadata. It does not identify when individual code was written.
Pattern Hits: Count of configured pattern findings. Review each location and surrounding code before acting.
HC Hit Rate: High- and critical-severity findings per scanned file. Severity is a configured detector weight, not proof of a vulnerability or authorship.
Lines / Files: Scan coverage denominators used by the legacy normalized score.

Pattern-Signal History

This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.

Severity Breakdown

Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.

CRITICAL 84HIGH 52MEDIUM 54LOW 979

Directory Score Breakdown

This horizontal bar chart shows where configured pattern scores accumulate across directories. Treat the bars as locations to inspect, not as evidence of authorship or code quality. Use the file-level findings to decide whether a directory needs a focused ownership, dependency, complexity, or review check.

Pattern Findings

The scanner identified 1169 distinct pattern matches across 24 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Hallucination Indicators84 hits · 840 pts

Severity	File	Line	Snippet	Context
CRITICAL	…form/visuals/halftone-studio/engine/HalftoneCanvas.tsx	161	resources.imageMaterial.uniforms.imageSize.value.set(1, 1);	CODE
CRITICAL	…form/visuals/halftone-studio/engine/HalftoneCanvas.tsx	176	resources.imageMaterial.uniforms.imageSize.value.set(	CODE
CRITICAL	…google/calendar/channel-visibility.integration-spec.ts	51	return response.body.data.calendarEvents.edges.map(	CODE
CRITICAL	…google/calendar/channel-visibility.integration-spec.ts	72	return response.body.data.calendarEventParticipants.edges.map(	CODE
CRITICAL	…oogle/messaging/channel-visibility.integration-spec.ts	50	return response.body.data.messages.edges.map(	CODE
CRITICAL	…oogle/messaging/channel-visibility.integration-spec.ts	71	return response.body.data.messageParticipants.edges.map(	CODE
CRITICAL	…er/test/integration/utils/list-chat-thread-ids.util.ts	30	return response.body.data.agentChatThreads.edges.map(	CODE
CRITICAL	…on/application-variable-encryption.integration-spec.ts	174	findResponse.body.data.findOneApplication.applicationVariables.find(	CODE
CRITICAL	…on/application-variable-encryption.integration-spec.ts	241	findResponse.body.data.findOneApplication.applicationVariables.find(	CODE
CRITICAL	…l/suites/calendar-event-visibility.integration-spec.ts	206	calendarEvents: response.body.data.calendarEvents.edges.map(	CODE
CRITICAL	…l/suites/calendar-event-visibility.integration-spec.ts	241	calendarEvents: response.body.data.calendarEventParticipants.edges.map(	CODE
CRITICAL	…l/suites/calendar-event-visibility.integration-spec.ts	272	response.body.data.person.calendarEventParticipants.edges.map(	CODE
CRITICAL	…ql/suites/mutate-by-relation-field.integration-spec.ts	143	findResponse.body.data.people.edges.map(	CODE
CRITICAL	…ql/suites/mutate-by-relation-field.integration-spec.ts	202	const remainingIds = findResponse.body.data.people.edges.map(	CODE
CRITICAL	…hql/suites/chat-thread-participant.integration-spec.ts	262	return response.body.data.agentChatThreadParticipants.edges.map(	CODE
CRITICAL	…application-user-role-intersection.integration-spec.ts	123	return response.body.data.companies.edges.map(	CODE
CRITICAL	…hat-conversation-record-attachment.integration-spec.ts	109	return response.body.data.agentChatThreadTargets.edges.map(	CODE
CRITICAL	…/suites/composite-field-pagination.integration-spec.ts	80	const firstPagePeople = firstPageResponse.body.data.people.edges.map(	CODE
CRITICAL	…/suites/composite-field-pagination.integration-spec.ts	114	const secondPagePeople = secondPageResponse.body.data.people.edges.map(	CODE
CRITICAL	…/suites/composite-field-pagination.integration-spec.ts	153	const thirdPagePeople = thirdPageResponse.body.data.people.edges.map(	CODE
CRITICAL	…/suites/composite-field-pagination.integration-spec.ts	180	const firstPagePeople = firstPageResponse.body.data.people.edges.map(	CODE
CRITICAL	…/suites/composite-field-pagination.integration-spec.ts	208	const secondPagePeople = secondPageResponse.body.data.people.edges.map(	CODE
CRITICAL	…/suites/composite-field-pagination.integration-spec.ts	236	const allPeople = allPeopleResponse.body.data.people.edges.map(	CODE
CRITICAL	…/suites/composite-field-pagination.integration-spec.ts	260	const backwardPagePeople = backwardPageResponse.body.data.people.edges.map(	CODE
CRITICAL	…/suites/person-participant-rematch.integration-spec.ts	73	response.body.data.messageParticipants.edges.map(	CODE
CRITICAL	…n/graphql/suites/relation-join-rls.integration-spec.ts	71	const ids = response.body.data.people.edges.map(	CODE
CRITICAL	…n/graphql/suites/relation-join-rls.integration-spec.ts	94	response.body.data.people.edges.map(	CODE
CRITICAL	…ql/suites/filter-by-relation-field.integration-spec.ts	169	const ids = response.body.data.people.edges.map(	CODE
CRITICAL	…ql/suites/filter-by-relation-field.integration-spec.ts	205	const ids = response.body.data.people.edges.map(	CODE
CRITICAL	…ql/suites/filter-by-relation-field.integration-spec.ts	242	const ids = response.body.data.people.edges.map(	CODE
CRITICAL	…ql/suites/filter-by-relation-field.integration-spec.ts	303	const ids = response.body.data.people.edges.map(	CODE
CRITICAL	…ql/suites/filter-by-relation-field.integration-spec.ts	345	const companyNames = response.body.data.people.edges.map(	CODE
CRITICAL	…ql/suites/filter-by-relation-field.integration-spec.ts	387	const ids = response.body.data.people.edges.map(	CODE
CRITICAL	…ql/suites/filter-by-relation-field.integration-spec.ts	482	const ids = response.body.data.people.edges.map(	CODE
CRITICAL	…ql/suites/filter-by-relation-field.integration-spec.ts	516	const ids = response.body.data.pets.edges.map(	CODE
CRITICAL	…suites/timeline-from-object-record.integration-spec.ts	432	threadResponse.body.data.getTimelineThreadsFromObjectRecord.timelineThreads.map(	CODE
CRITICAL	…suites/timeline-from-object-record.integration-spec.ts	437	calendarResponse.body.data.getTimelineCalendarEventsFromObjectRecord.timelineCalendarEvents.map(	CODE
CRITICAL	…/suites/uncompilable-rls-predicate.integration-spec.ts	36	return response.body.data.companies.edges.map(	CODE
CRITICAL	…art-data-relation-traversal-filter.integration-spec.ts	58	}> = objectsResponse.body.data.objects.edges.map(	CODE
CRITICAL	…/suites/cursor-pagination-order-by.integration-spec.ts	645	response.body.data.opportunities.edges.map(	CODE
CRITICAL	…ites/event-logs/object-event-write.integration-spec.ts	51	personObjectMetadataId = response.body.data.objects.edges.find(	CODE
CRITICAL	…aphql/suites/event-logs/event-logs.integration-spec.ts	301	const errorRecord = response.body.data.eventLogs.records.find(	CODE
CRITICAL	…aphql/suites/event-logs/event-logs.integration-spec.ts	346	const firstPageTimestamps = firstPage.body.data.eventLogs.records.map(	CODE
CRITICAL	…aphql/suites/event-logs/event-logs.integration-spec.ts	349	const secondPageTimestamps = secondPage.body.data.eventLogs.records.map(	CODE
CRITICAL	…aphql/suites/event-logs/event-logs.integration-spec.ts	394	response.body.data.eventLogs.records.forEach(	CODE
CRITICAL	…aphql/suites/event-logs/event-logs.integration-spec.ts	437	response.body.data.eventLogs.records.forEach(	CODE
CRITICAL	…aphql/suites/event-logs/event-logs.integration-spec.ts	462	response.body.data.eventLogs.records.forEach(	CODE
CRITICAL	…aphql/suites/event-logs/event-logs.integration-spec.ts	489	response.body.data.eventLogs.records.forEach(	CODE
CRITICAL	…aphql/suites/event-logs/event-logs.integration-spec.ts	515	response.body.data.eventLogs.records.forEach(	CODE
CRITICAL	…aphql/suites/event-logs/event-logs.integration-spec.ts	535	response.body.data.eventLogs.records.forEach(	CODE
CRITICAL	…aphql/suites/event-logs/event-logs.integration-spec.ts	557	response.body.data.eventLogs.records.forEach(	CODE
CRITICAL	…aphql/suites/event-logs/event-logs.integration-spec.ts	594	upgradeResponse.body.data.eventLogs.records.filter(	CODE
CRITICAL	…aphql/suites/event-logs/event-logs.integration-spec.ts	620	response.body.data.eventLogs.records.forEach(	CODE
CRITICAL	…issions/record-sharing-beyond-role.integration-spec.ts	314	sharing.body.data.recordSharing.shares.map(	CODE
CRITICAL	…actions-object-records-permissions.integration-spec.ts	90	response.body.data.currentUser.currentUserWorkspace.objectsPermissions.find(	CODE
CRITICAL	…cord-level-permissions-on-relation.integration-spec.ts	68	return response.body.data.companies.edges.map(	CODE
CRITICAL	…ability-object-records-permissions.integration-spec.ts	417	response.body.data.people.edges.map(	CODE
CRITICAL	…ect-generated/companies-merge-many.integration-spec.ts	503	findCompaniesResponse.body.data.companies.edges.map(	CODE
CRITICAL	…eople-merge-many-field-permissions.integration-spec.ts	80	return response.body.data.people.edges.map(	CODE
CRITICAL	…object-generated/people-merge-many.integration-spec.ts	237	return response.body.data.messageThreadTargets.edges.map(	CODE
24 more matches not shown…

Fake / Example Data555 hits · 593 pts

Severity	File	Line	Snippet	Context
LOW	…ves/feedback/Skeleton/__stories__/Skeleton.stories.tsx	17	render: (args) => <Skeleton {...args} data-testid="placeholder" />,	CODE
LOW	…ves/feedback/Skeleton/__stories__/Skeleton.stories.tsx	52	const placeholder = canvas.getByTestId('placeholder');	CODE
LOW	…ves/feedback/Skeleton/__stories__/Skeleton.stories.tsx	175	const placeholder = canvas.getByTestId('placeholder');	CODE
LOW	…ves/feedback/Skeleton/__stories__/Skeleton.stories.tsx	199	canvas.getByTestId('placeholder'),	CODE
LOW	…ves/feedback/Skeleton/__stories__/Skeleton.stories.tsx	223	const placeholder = canvas.getByTestId('placeholder');	CODE
LOW	…ck/Skeleton/__tests__/Skeleton.reduced-motion.test.tsx	9	render(<Skeleton data-testid="placeholder" width={120} height={16} />);	CODE
LOW	…ck/Skeleton/__tests__/Skeleton.reduced-motion.test.tsx	11	const placeholder = screen.getByTestId('placeholder');	CODE
LOW⚡	…imitives/feedback/Skeleton/__tests__/Skeleton.test.tsx	14	render(<Skeleton data-testid="placeholder" />);	CODE
LOW⚡	…imitives/feedback/Skeleton/__tests__/Skeleton.test.tsx	16	expect(screen.getByTestId('placeholder')).toHaveAttribute(	CODE
LOW⚡	…imitives/feedback/Skeleton/__tests__/Skeleton.test.tsx	26	data-testid="placeholder"	CODE
LOW⚡	…imitives/feedback/Skeleton/__tests__/Skeleton.test.tsx	40	expect(screen.getByTestId('placeholder')).toHaveStyle(	CODE
LOW⚡	…imitives/feedback/Skeleton/__tests__/Skeleton.test.tsx	46	render(<Skeleton data-testid="placeholder" layout="inline" />);	CODE
LOW⚡	…imitives/feedback/Skeleton/__tests__/Skeleton.test.tsx	48	expect(screen.getByTestId('placeholder').textContent).toBe('‌');	CODE
LOW⚡	…imitives/feedback/Skeleton/__tests__/Skeleton.test.tsx	52	render(<Skeleton data-testid="placeholder" />);	CODE
LOW⚡	…imitives/feedback/Skeleton/__tests__/Skeleton.test.tsx	54	const placeholder = screen.getByTestId('placeholder');	CODE
LOW	…mitives/data-display/Chip/__stories__/Chip.stories.tsx	109	children: 'John Doe',	CODE
LOW	…mitives/data-display/Chip/__stories__/Chip.stories.tsx	111	<Avatar name="JD" colorSeed="John Doe" size="sm" shape="circle" />	CODE
LOW	…ves/data-display/Status/__stories__/Status.stories.tsx	37	children: 'Lorem ipsum dolor sit amet, consectetur adipiscing elit',	CODE
LOW	…ves/data-display/Status/__stories__/Status.stories.tsx	37	children: 'Lorem ipsum dolor sit amet, consectetur adipiscing elit',	CODE
LOW⚡	…ves/data-display/Avatar/__stories__/Avatar.stories.tsx	268	<Avatar.Root name="Jane Doe" shape="circle" size="xxl">	CODE
LOW⚡	…ves/data-display/Avatar/__stories__/Avatar.stories.tsx	269	<Avatar.Image src={VALID_IMAGE} alt="Jane Doe" decoding="async" />	CODE
LOW⚡	…ves/data-display/Avatar/__stories__/Avatar.stories.tsx	270	<Avatar.Fallback role="img" aria-label="Jane Doe">	CODE
LOW	…ves/data-display/Avatar/__stories__/Avatar.stories.tsx	281	const image = await canvas.findByAltText('Jane Doe');	CODE
LOW	…ves/data-display/Avatar/__stories__/Avatar.stories.tsx	544	<Avatar.Root name="Jane Doe" size="xxl">	CODE
LOW	…ves/data-display/Avatar/__stories__/Avatar.stories.tsx	549	aria-label="Jane Doe"	CODE
LOW	…ves/data-display/Avatar/__stories__/Avatar.stories.tsx	567	const fallback = await canvas.findByRole('img', { name: 'Jane Doe' });	CODE
LOW	…rimitives/data-display/Tag/__stories__/Tag.stories.tsx	38	children: 'Lorem ipsum dolor sit amet, consectetur adipiscing elit',	CODE
LOW	…rimitives/data-display/Tag/__stories__/Tag.stories.tsx	38	children: 'Lorem ipsum dolor sit amet, consectetur adipiscing elit',	CODE
LOW	…rimitives/data-display/Tag/__stories__/Tag.stories.tsx	50	children: 'Lorem ipsum dolor sit amet, consectetur adipiscing elit',	CODE
LOW	…rimitives/data-display/Tag/__stories__/Tag.stories.tsx	50	children: 'Lorem ipsum dolor sit amet, consectetur adipiscing elit',	CODE
LOW	…rimitives/data-display/Tag/__stories__/Tag.stories.tsx	63	children: 'Lorem ipsum dolor sit amet, consectetur adipiscing elit',	CODE
LOW	…rimitives/data-display/Tag/__stories__/Tag.stories.tsx	63	children: 'Lorem ipsum dolor sit amet, consectetur adipiscing elit',	CODE
LOW	…rimitives/data-display/Tag/__stories__/Tag.stories.tsx	77	'Lorem ipsum dolor sit amet, consectetur adipiscing elit',	CODE
LOW	…rimitives/data-display/Tag/__stories__/Tag.stories.tsx	77	'Lorem ipsum dolor sit amet, consectetur adipiscing elit',	CODE
LOW	…rimitives/data-display/Tag/__stories__/Tag.stories.tsx	90	'Lorem ipsum dolor sit amet, consectetur adipiscing elit',	CODE
LOW	…rimitives/data-display/Tag/__stories__/Tag.stories.tsx	90	'Lorem ipsum dolor sit amet, consectetur adipiscing elit',	CODE
LOW	…rimitives/data-display/Tag/__stories__/Tag.stories.tsx	104	'Lorem ipsum dolor sit amet, consectetur adipiscing elit',	CODE
LOW	…rimitives/data-display/Tag/__stories__/Tag.stories.tsx	104	'Lorem ipsum dolor sit amet, consectetur adipiscing elit',	CODE
LOW	…ooltip/__stories__/OverflowTextWithTooltip.stories.tsx	12	'Lorem ipsum dolor sit amet, consectetur adipiscing elit. Morbi tellus diam, rhoncus nec consequat quis, dapibus quis	CODE
LOW	…ooltip/__stories__/OverflowTextWithTooltip.stories.tsx	12	'Lorem ipsum dolor sit amet, consectetur adipiscing elit. Morbi tellus diam, rhoncus nec consequat quis, dapibus quis	CODE
LOW	…rimitives/typography/Text/__stories__/Text.stories.tsx	23	'Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore';	CODE
LOW	…rimitives/typography/Text/__stories__/Text.stories.tsx	23	'Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore';	CODE
LOW	…/utilities/utils/__tests__/normalizeSearchText.test.ts	241	{ text: 'user@example.com', expected: 'user@example.com' },	CODE
LOW	…er/__stories__/CurrencyPicker.interactions.stories.tsx	170	await expect(search).toHaveAttribute('placeholder', 'Find a currency');	CODE
LOW	…icker/__stories__/EmojiPicker.interactions.stories.tsx	86	await expect(search).toHaveAttribute('placeholder', 'Search by name');	CODE
LOW	…/src/components/__stories__/LabelOverrides.stories.tsx	117	).toHaveAttribute('placeholder', 'Search everything');	CODE
LOW	…/src/components/__stories__/LabelOverrides.stories.tsx	271	).toHaveAttribute('placeholder', 'Type a choice');	CODE
LOW	…components/navigation/MenuItem/types/MenuItemAccent.ts	1	export type MenuItemAccent = 'default' \| 'danger' \| 'placeholder';	CODE
LOW	…data-display/JsonTree/__stories__/JsonTree.stories.tsx	190	name: 'John Doe',	CODE
LOW	…data-display/JsonTree/__stories__/JsonTree.stories.tsx	212	name: 'John Doe',	CODE
LOW	…data-display/JsonTree/__stories__/JsonTree.stories.tsx	219	const name = await canvas.findByText('John Doe');	CODE
LOW	…data-display/JsonTree/__stories__/JsonTree.stories.tsx	246	name: 'John Doe',	CODE
LOW	…data-display/JsonTree/__stories__/JsonTree.stories.tsx	248	street: '123 Main St',	CODE
LOW	…data-display/JsonTree/__stories__/JsonTree.stories.tsx	314	name: 'John Doe',	CODE
LOW	…data-display/JsonTree/__stories__/JsonTree.stories.tsx	344	name: 'John Doe',	CODE
LOW	…data-display/JsonTree/__stories__/JsonTree.stories.tsx	346	street: '123 Main St',	CODE
LOW	…data-display/JsonTree/__stories__/JsonTree.stories.tsx	393	name: 'John Doe',	CODE
LOW	…data-display/JsonTree/__stories__/JsonTree.stories.tsx	395	street: '123 Main St',	CODE
LOW⚡	…data-display/JsonTree/__stories__/JsonTree.stories.tsx	549	'Lorem ipsum dolor sit amet, consectetur adipiscing elit. Vestibulum iaculis est tincidunt, sagittis neque vitae,	CODE
LOW⚡	…data-display/JsonTree/__stories__/JsonTree.stories.tsx	549	'Lorem ipsum dolor sit amet, consectetur adipiscing elit. Vestibulum iaculis est tincidunt, sagittis neque vitae,	CODE
495 more matches not shown…

Hyper-Verbose Identifiers195 hits · 200 pts

Severity	File	Line	Snippet	Context
LOW	packages/twenty-ui/scripts/generateBarrels.ts	366	function extractExportsFromSourceFile(sourceFile: ts.SourceFile) {	CODE
LOW	…mitives/feedback/Banner/__stories__/Banner.stories.tsx	233	render: function ControlledDismissalExample() {	CODE
LOW	…rflowingTextWithTooltip/OverflowingTextWithTooltip.tsx	18	function OverflowingTextWithTooltip({	CODE
LOW	…e/src/apps-marketplace/fetch-marketplace-app-detail.ts	40	export async function fetchMarketplaceAppDetailBySlug(	CODE
LOW	…te/src/sections/footer/LocaleSwitcherDismissEffect.tsx	12	export function LocaleSwitcherDismissEffect({	CODE
LOW	…ct-feature/PipelineVisual/components/CreatedByChip.tsx	9	function renderCreatedByLeftComponent(actor: DealActor): ReactNode {	CODE
LOW	…/sections/testimonials/PartnerTestimonialsCarousel.tsx	205	export function PartnerTestimonialsCarousel({	CODE
LOW	…ions/pricing-salesfarce/SalesfarceWrongChoicePopup.tsx	91	export function SalesfarceWrongChoicePopup({	CODE
LOW	…/menu/effect-components/CloseDrawerOnDesktopEffect.tsx	11	export function CloseDrawerOnDesktopEffect({	CODE
LOW	…oduct-stepper/components/ProductStepperVisualFrame.tsx	48	export function ProductStepperVisualFrame({	CODE
LOW	…ctions/case-study-detail/CustomersCaseStudySignoff.tsx	7	export function CustomersCaseStudySignoff() {	CODE
LOW	…used)/partners/apply/PartnerApplicationPageContent.tsx	34	export function PartnerApplicationPageContent() {	CODE
LOW	…le]/(site)/compare-pricing/microsoft-dynamics/page.tsx	13	export default async function CompareMicrosoftDynamicsPricingPage({	CODE
LOW	…app/[locale]/(site)/compare-pricing/pipedrive/page.tsx	13	export default async function ComparePipedrivePricingPage({	CODE
LOW	…c/app/[locale]/(site)/compare-pricing/hubspot/page.tsx	13	export default async function CompareHubspotPricingPage({	CODE
LOW	…pp/[locale]/(site)/compare-pricing/salesforce/page.tsx	13	export default async function CompareSalesforcePricingPage({	CODE
LOW	…artners-marketplace/fetch-live-marketplace-partners.ts	85	export async function fetchLiveMarketplacePartners(): Promise<	CODE
LOW	…iliate-application/build-affiliate-workflow-payload.ts	18	export function buildAffiliateWorkflowPayload(	CODE
LOW	…rc/platform/enterprise/is-searchable-metadata-value.ts	3	export function isSearchableMetadataValue(value: unknown): value is string {	CODE
LOW	…website/src/platform/enterprise/sign-validity-token.ts	18	function getValidityTokenDurationDays(): number {	CODE
LOW	…tform/enterprise/resolve-subscription-license-state.ts	43	export function resolveSubscriptionLicenseState({	CODE
LOW	…rprise/get-validity-token-emission-limit-per-window.ts	3	export function getValidityTokenEmissionLimitPerWindow(): number {	CODE
LOW	…erprise/evaluate-validity-token-emission-rate-limit.ts	12	export function evaluateValidityTokenEmissionRateLimit({	CODE
LOW	…atform/enterprise/has-prior-subscription-for-server.ts	11	export async function hasPriorSubscriptionForServer({	CODE
LOW	…platform/enterprise/subscription-current-period-end.ts	3	export function getSubscriptionCurrentPeriodEnd(	CODE
LOW	…atform/enterprise/get-licensee-from-stripe-customer.ts	9	export function getLicenseeFromStripeCustomer(	CODE
LOW	…form/visuals/halftone-studio/studio/HalftoneStudio.tsx	118	function normalizePresetAssetReference(reference: string \| null) {	CODE
LOW	…/halftone-studio/studio/CopyHalftoneShortcutEffect.tsx	29	export function CopyHalftoneShortcutEffect({	CODE
LOW	…c/platform/visuals/halftone-studio/export/exporters.ts	27	function toIllustrationRegistryKey(componentName: string) {	CODE
LOW	…c/platform/visuals/halftone-studio/export/exporters.ts	35	function normalizeReactExportSettings(	CODE
LOW	…c/platform/visuals/halftone-studio/export/exporters.ts	77	function getStandaloneThreeImports(	CODE
LOW	…c/platform/visuals/halftone-studio/export/exporters.ts	105	function getTwentyReactHeaderComment(	CODE
LOW	…orm/visuals/halftone-studio/export/exporter-parsing.ts	32	function isRoundedBandHalftoneSettings(value: unknown): value is Omit<	CODE
LOW	…orm/visuals/halftone-studio/export/exporter-parsing.ts	231	function deriveExportComponentName(	CODE
LOW	…als/halftone-studio/export/footprint-runtime-source.ts	107	function getFootprintScaleFromRects(currentRect, referenceRect) {	CODE
LOW	…latform/visuals/halftone-studio/export/export-names.ts	21	function normalizeExportComponentName(	CODE
LOW	…latform/visuals/halftone-studio/export/export-names.ts	41	function resolveExportArtifactNames(	CODE
LOW	…orm/visuals/halftone-studio/export/image-svg-export.ts	49	function getHorizontalAlphaSegments(	CODE
LOW	…form/visuals/halftone-studio/export/exporter-source.ts	442	function normalizeTextureCoordinates(geometry) {	CODE
LOW	…form/visuals/halftone-studio/export/exporter-source.ts	478	function normalizeImportedGeometry(geometry) {	CODE
LOW	…form/visuals/halftone-studio/export/exporter-source.ts	610	function createImportedRuntimeSource(loader: HalftoneGeometrySpec['loader']) {	CODE
LOW	…form/visuals/halftone-studio/export/exporter-source.ts	619	async function loadImportedGeometryFromUrl(modelUrl, label) {	CODE
LOW	…form/visuals/halftone-studio/export/exporter-source.ts	657	function createImportedGeometryRuntimeSource(shape: ExportedShapeDescriptor) {	CODE
LOW	…uals/halftone-studio/export/material-runtime-source.ts	29	function createGlassTransmissionScene(environmentTexture) {	CODE
LOW	…uals/halftone-studio/export/material-runtime-source.ts	85	async function createHalftoneMaterialAssets(renderer) {	CODE
LOW	…uals/halftone-studio/export/material-runtime-source.ts	100	function applyHalftoneMaterialSettings(material, materialSettings, materialAssets) {	CODE
LOW	…uals/halftone-studio/export/material-runtime-source.ts	162	function renderHalftoneMaterialScene({	CODE
LOW⚡	…uals/halftone-studio/export/material-runtime-source.ts	207	function disposeHalftoneMaterialAssets(materialAssets) {	CODE
LOW⚡	…uals/halftone-studio/export/material-runtime-source.ts	214	function createImageTextureLoadSource(url: string \| null) {	CODE
LOW⚡	…uals/halftone-studio/export/material-runtime-source.ts	220	export function createMaterialRuntimeSource({	CODE
LOW	…uals/halftone-studio/export/material-runtime-source.ts	239	function loadMaterialImageTextures(renderer) {	CODE
LOW	…rm/visuals/halftone-studio/engine/interaction-state.ts	33	function createHalftoneInteractionState(	CODE
LOW	…rm/visuals/halftone-studio/engine/interaction-state.ts	85	function resetHalftoneInteractionState(	CODE
LOW	…/halftone-studio/engine/create-initial-studio-state.ts	5	export function createInitialHalftoneStudioState(): HalftoneStudioState {	CODE
LOW	…c/platform/visuals/halftone-studio/engine/materials.ts	491	function createGlassTransmissionScene(environmentTexture: THREE.Texture) {	CODE
LOW	…c/platform/visuals/halftone-studio/engine/materials.ts	562	async function loadHalftoneMaterialTextures({	CODE
LOW	…c/platform/visuals/halftone-studio/engine/materials.ts	592	async function createHalftoneMaterialAssets({	CODE
LOW	…c/platform/visuals/halftone-studio/engine/materials.ts	621	function applyHalftoneMaterialSettings(	CODE
LOW	…c/platform/visuals/halftone-studio/engine/materials.ts	694	function renderHalftoneMaterialScene(options: {	CODE
LOW	…c/platform/visuals/halftone-studio/engine/materials.ts	755	function disposeHalftoneMaterialAssets(assets: HalftoneMaterialAssets) {	CODE
135 more matches not shown…

Cross-Language Confusion (JS/TS)25 hits · 142 pts

Severity	File	Line	Snippet	Context
HIGH	…ls/code-interpreter-tool/twenty-mcp-helper.constant.ts	184	return None	CODE
HIGH⚡	…l-metadata/create-standard-flat-skill-metadata.util.ts	775	print(f"{len(tools)} catalog tools available")	CODE
HIGH⚡	…l-metadata/create-standard-flat-skill-metadata.util.ts	777	print(f"- {tool['name']}")	CODE
HIGH⚡	…l-metadata/create-standard-flat-skill-metadata.util.ts	782	print(c['name'], c.get('employees'))	CODE
HIGH⚡	…l-metadata/create-standard-flat-skill-metadata.util.ts	791	print(f"Created company id={result['id']}")	CODE
HIGH⚡	…l-metadata/create-standard-flat-skill-metadata.util.ts	1049	print(row)	CODE
HIGH	…l-metadata/create-standard-flat-skill-metadata.util.ts	267	print(summary) # { 'created': 4000, 'updated': 380, 'upserted': 4380, 'failed': 0, 'errors': [] }	CODE
HIGH	…l-metadata/create-standard-flat-skill-metadata.util.ts	733	print('Chart saved!')	CODE
HIGH	…l-metadata/create-standard-flat-skill-metadata.util.ts	744	print(f"Loaded {len(df)} rows")	CODE
HIGH	…l-metadata/create-standard-flat-skill-metadata.util.ts	754	print('Analysis complete!')	CODE
HIGH	…l-metadata/create-standard-flat-skill-metadata.util.ts	1032	print(text)	CODE
HIGH	…l-metadata/create-standard-flat-skill-metadata.util.ts	1170	print(para.text)	CODE
HIGH	…l-metadata/create-standard-flat-skill-metadata.util.ts	1176	print(cell.text)	CODE
HIGH	…l-metadata/create-standard-flat-skill-metadata.util.ts	1473	print(shape.text)	CODE
HIGH⚡	…es/ai/components/__stories__/AiChatMessage.stories.tsx	85	print(f"Total sales: $" + str(df['sales'].sum()))	CODE
HIGH⚡	…es/ai/components/__stories__/AiChatMessage.stories.tsx	86	print("Chart saved successfully!")`,	CODE
HIGH	…es/ai/components/__stories__/AiChatMessage.stories.tsx	158	print("Processing data...")	CODE
HIGH	…es/ai/components/__stories__/AiChatMessage.stories.tsx	160	print("Done!")`,	CODE
HIGH	…es/ai/components/__stories__/AiChatMessage.stories.tsx	184	print(df.head())`,	CODE
HIGH	…omponents/__stories__/CodeExecutionDisplay.stories.tsx	23	print(f"Total Revenue: $" + f"{total:,.2f}")	CODE
HIGH	…omponents/__stories__/CodeExecutionDisplay.stories.tsx	24	print(f"Average Monthly: $" + f"{average:,.2f}")	CODE
HIGH	…omponents/__stories__/CodeExecutionDisplay.stories.tsx	56	print("Complete!")`,	CODE
HIGH	…omponents/__stories__/CodeExecutionDisplay.stories.tsx	86	print(df.head())`,	CODE
HIGH	…omponents/__stories__/CodeExecutionDisplay.stories.tsx	142	print("Files exported successfully!")`,	CODE
HIGH	…omponents/__stories__/CodeExecutionDisplay.stories.tsx	203	print(f"Processing item {i+1}...")`,	CODE

Over-Commented Block84 hits · 84 pts

Severity	File	Line	Snippet	Context
LOW	packages/twenty-ui/src/vite-env.d.ts	1	/// <reference types="vite/client" />	COMMENT
LOW	…i/src/components/code-editor/CodeEditor/CodeEditor.tsx	21	import { defineCodeEditorDefaultTheme } from './internal/utils/defineCodeEditorDefaultTheme';	COMMENT
LOW	packages/twenty-docker/docker-compose.yml	21	STORAGE_S3_NAME: ${STORAGE_S3_NAME}	COMMENT
LOW	packages/twenty-docker/docker-compose.yml	81	STORAGE_S3_ENDPOINT: ${STORAGE_S3_ENDPOINT}	COMMENT
LOW	packages/twenty-docker/helm/twenty/README.md	61	Local (default): Uses PVCs for persistence	COMMENT
LOW	…te/src/platform/routing/partner-directory-anchor-id.ts	1	// The lead page's directory zone is reached by anchor from the hero CTA	COMMENT
LOW	…bsite/src/platform/menu-style/menu-style-background.ts	1	// The Menu's background override channel: a page writes this custom	COMMENT
LOW	…e/src/app-preview/stage/traffic-lights-escape-event.ts	1	// The prompt egg (terminal subtree) launches the traffic-light escape	COMMENT
LOW	packages/twenty-website/src/tokens/hero-composition.ts	1	// The hero's internal vertical rhythm: the gap from the CTA row down to the	COMMENT
LOW	…ty-website/src/tokens/app-preview/app-preview-tones.ts	1	// The mockup's tone tables (single module). Every product-color group derives	COMMENT
LOW	…kages/twenty-docs/scripts/prune-orphan-translations.ts	1	import fs from 'fs';	COMMENT
LOW	…n-command/2-18/utils/does-physical-index-exist.util.ts	1	import { type QueryRunner } from 'typeorm';	COMMENT
LOW	…mmand/2-18/utils/get-physical-index-definition.util.ts	1	import { type QueryRunner } from 'typeorm';	COMMENT
LOW	…529458168-backfill-name-field-is-system-side-effect.ts	1	import { DataSource, QueryRunner } from 'typeorm';	COMMENT
LOW	…59040-make-billing-credit-grant-expires-at-nullable.ts	1	import { QueryRunner } from 'typeorm';	COMMENT
LOW	…-fast-1747234200000-add-sub-field-name-to-view-sort.ts	1	import { QueryRunner } from 'typeorm';	COMMENT
LOW	…1277453604-rename-is-ui-read-only-to-is-ui-editable.ts	1	// Grandfathered: this 2.13 command already shipped to cloud and is recorded	COMMENT
LOW	…nly-to-is-ui-editable-upgrade-command-name.constant.ts	1	// Step name of the 2.13 fast instance command that renames isUIReadOnly to	COMMENT
LOW	…compute-unique-field-metadata-ids-from-indexes.util.ts	21	// UNIQUE index — e.g. `defineIndex({ isUnique: true, fields: [oneField] })` —	COMMENT
LOW	…de-interpreter/drivers/local-driver-kernel.constant.ts	1	// Persistent Python "kernel" used by the LocalDriver to keep variables,	COMMENT
LOW	…les/code-interpreter/sandbox-scripts/pptx/thumbnail.py	21	Usage:	COMMENT
LOW	…event/constants/max-events-per-trigger-job.constant.ts	1	// Hard ceiling on how many database events a single logic function trigger job carries when the	COMMENT
LOW	…-modules/file/constants/twenty-mime-policy.constant.ts	1	// Extensions where Twenty intentionally deviates from the IANA-standard mime	COMMENT
LOW	…modules/usage-limit/utils/normalize-spender-id.util.ts	1	// The entity stores '' for a limit with no spenderId so the unique index can	COMMENT
LOW	…ules/pending-wake-up/types/owner-waiting-state.type.ts	1	// Whether the owner of a wake-up, or the caller of an agent run, still waits on it.	COMMENT
LOW	…/message-queue/message-queue-worker-config.constant.ts	1	import { type MessageQueueWorkerOptions } from 'src/engine/core-modules/message-queue/interfaces/message-queue-worker-op	COMMENT
LOW	…nstants/server-route-dispatch-job-priority.constant.ts	1	// A server route dispatch answers an inbound webhook someone is waiting on,	COMMENT
LOW	…ool-provider/interfaces/tool-retrieval-options.type.ts	1	import { type ToolCatalogOptions } from 'src/engine/core-modules/tool-provider/types/tool-catalog-options.type';	COMMENT
LOW	…ool/constants/max-inline-tool-output-bytes.constant.ts	1	// Shared budget for inlining a tool result. Above this, outputs are spilled to	COMMENT
LOW	…ty-server/src/engine/guards/custom-permission.guard.ts	1	import {	COMMENT
LOW	…twenty-server/src/engine/guards/no-permission.guard.ts	1	import {	COMMENT
LOW	packages/twenty-sdk/vite.config.node.ts	1	import path from 'path';	COMMENT
LOW	…ogic-function/connections/types/app-connection.type.ts	1	// One credential the running app owns. Returned from `listConnections` and	COMMENT
LOW	…enty-shared/src/constants/CsvInjectionPreventionZwj.ts	1	// Zero-Width Joiner character used to prevent CSV injection while preserving data.	COMMENT
LOW	…wenty-shared/src/application/connectionProviderType.ts	1	// Discriminator on `connectionProvider.type`. Each value pairs with a	COMMENT
LOW	…ges/twenty-shared/src/application/appConnectionType.ts	1	// Wire shape exchanged between an app's logic-function runtime and the	COMMENT
LOW	…ges/twenty-shared/src/application/appConnectionType.ts	21	// Upstream account id from identifyAccountLogicFunction; not unique, apps dedupe on it themselves.	COMMENT
LOW	…kages/twenty-front-component-renderer/vitest.config.ts	1	// Re-exported so @storybook/addon-vitest's in-UI "Run tests" button (which	COMMENT
LOW	…src/polyfills/image/utils/createImagePreloaderClass.ts	41	#state: ImagePreloaderState = 'idle';	COMMENT
LOW	packages/twenty-utils/setup-dev-env.sh	1	#!/bin/bash	COMMENT
LOW	…pp-template/example/files/github/workflows/publish.yml	1	# Publishes the app to npm with provenance (npm trusted publishing).	COMMENT
LOW	…enty-cli/src/app/add/entity-logic-function-template.ts	41	// },	COMMENT
LOW	…enty-cli/src/app/translations/locale-catalog-format.ts	1	import { isDefined } from 'twenty-shared/utils';	COMMENT
LOW	…es/twenty-client-sdk/src/generate/runtime-templates.ts	1	// The generated client ships its own copy of the genql runtime. We import the	COMMENT
LOW	packages/twenty-client-sdk/src/generate/genql/config.ts	1	// Path the generated client imports its runtime from.	COMMENT
LOW	…c/generate/genql/render/responseTypes/interfaceType.ts	21	)}) & { __isUnion?: true }`,	COMMENT
LOW	…c/generate/genql/render/responseTypes/interfaceType.ts	41	// const typeNames = ctx.schema.getPossibleTypes(type).map((t) => t.name)	COMMENT
LOW	…generate/genql/render/responseTypes/typeMappedAlias.ts	21	}	COMMENT
LOW	…k/src/generate/genql/render/responseTypes/unionType.ts	21	`${typeComment(type)}export type ${type.name} = (${typeNames.join(	COMMENT
LOW	…k/src/generate/genql/render/responseTypes/unionType.ts	41	// }`,	COMMENT
LOW	…erate/__tests__/upstream-3.0.5/execute-queries.test.ts	21	} from './fixture/generated';	COMMENT
LOW	…unctions/constants/recall-recovery-calls-per-minute.ts	1	// Recall caps GET /bot/{id} at 300/min for the whole account, shared by every	COMMENT
LOW	…nts/upcoming-calendar-event-scheduling-horizon-days.ts	1	// Recall recommends scheduling bots for a rolling near-term window rather than far in advance,	COMMENT
LOW	packages/twenty-front/src/vite-env.d.ts	1	/// <reference types="vite/client" />	COMMENT
LOW	packages/twenty-front/src/nx-react.d.ts	1	/// <reference types="@nx/react/typings/cssmodule.d.ts" />	COMMENT
LOW	…s/data-model/indexes/utils/indexableOptionSeparator.ts	1	// The Select component takes string values. We encode (fieldMetadataId,	COMMENT
LOW	…s/object-record/__stories__/RecordShowPage.stories.tsx	61	export default meta;	COMMENT
LOW	…s/twenty-e2e-testing/tests/workflow-visualizer.spec.ts	1	// import { expect } from '@playwright/test';	COMMENT
LOW	…s/twenty-e2e-testing/tests/workflow-visualizer.spec.ts	21	// await expect(draftWorkflowStatus).toBeVisible();	COMMENT
LOW	…s/twenty-e2e-testing/tests/workflow-visualizer.spec.ts	41	// await workflowVisualizer.createStep('create-record');	COMMENT
24 more matches not shown…

Magic Placeholder Names16 hits · 80 pts

Severity	File	Line	Snippet	Context
HIGH	packages/twenty-docs/scripts/__tests__/lint-mdx.spec.ts	8	'Set the header to <your-api-key> before calling.',	CODE
HIGH	packages/twenty-docs/scripts/__tests__/lint-mdx.spec.ts	12	{ line: 1, column: 19, text: '<your-api-key>', name: 'your-api-key' },	CODE
HIGH	…s/twenty-agent-skills/scripts/validate-distribution.js	174	if (/Bearer\s+(?!YOUR_API_KEY\b)[A-Za-z0-9._-]{20,}/.test(contents)) {	CODE
HIGH	…ges/twenty-agent-skills/scripts/validators/metadata.js	126	if (/Bearer\s+(?!YOUR_API_KEY\b)[A-Za-z0-9._-]{20,}/.test(contents)) {	CODE
HIGH	…y-front/src/modules/settings/mcp/constants/McpSetup.ts	10	value: 'Bearer <YOUR_API_KEY>',	CODE
HIGH	…y-front/src/modules/settings/mcp/constants/McpSetup.ts	10	value: 'Bearer <YOUR_API_KEY>',	CODE
HIGH	…/modules/settings/mcp/utils/__tests__/mcpSetup.test.ts	48	Authorization: 'Bearer <YOUR_API_KEY>',	CODE
HIGH	…/modules/settings/mcp/utils/__tests__/mcpSetup.test.ts	48	Authorization: 'Bearer <YOUR_API_KEY>',	CODE
HIGH	…/modules/settings/mcp/utils/__tests__/mcpSetup.test.ts	61	Authorization: 'Bearer <YOUR_API_KEY>',	CODE
HIGH	…/modules/settings/mcp/utils/__tests__/mcpSetup.test.ts	61	Authorization: 'Bearer <YOUR_API_KEY>',	CODE
HIGH	…/modules/settings/mcp/utils/__tests__/mcpSetup.test.ts	106	Authorization: 'Bearer <YOUR_API_KEY>',	CODE
HIGH	…/modules/settings/mcp/utils/__tests__/mcpSetup.test.ts	106	Authorization: 'Bearer <YOUR_API_KEY>',	CODE
HIGH	…/modules/settings/mcp/utils/__tests__/mcpSetup.test.ts	122	expect(params.get('header')).toBe('Authorization=Bearer <YOUR_API_KEY>');	CODE
HIGH	…/modules/settings/mcp/utils/__tests__/mcpSetup.test.ts	122	expect(params.get('header')).toBe('Authorization=Bearer <YOUR_API_KEY>');	CODE
HIGH	…/modules/settings/mcp/utils/__tests__/mcpSetup.test.ts	137	value: 'Bearer <YOUR_API_KEY>',	CODE
HIGH	…/modules/settings/mcp/utils/__tests__/mcpSetup.test.ts	137	value: 'Bearer <YOUR_API_KEY>',	CODE

Decorative Section Separators25 hits · 75 pts

Severity	File	Line	Snippet	Context
MEDIUM	…-docker/helm/twenty/tests/schema_permissions_test.yaml	9	# ================	COMMENT
MEDIUM	…-docker/helm/twenty/tests/schema_permissions_test.yaml	63	# ==================	COMMENT
MEDIUM	…ls/code-interpreter-tool/twenty-mcp-helper.constant.ts	212	# --------------------------------------------------------------------------	COMMENT
MEDIUM	…ls/code-interpreter-tool/twenty-mcp-helper.constant.ts	217	# --------------------------------------------------------------------------	COMMENT
MEDIUM	packages/twenty-utils/setup-dev-env.sh	2	# =============================================================================	COMMENT
MEDIUM	packages/twenty-utils/setup-dev-env.sh	4	# =============================================================================	COMMENT
MEDIUM	packages/twenty-utils/setup-dev-env.sh	18	# =============================================================================	COMMENT
MEDIUM	packages/twenty-utils/setup-dev-env.sh	160	# =============================================================================	COMMENT
MEDIUM	packages/twenty-utils/setup-dev-env.sh	162	# =============================================================================	COMMENT
MEDIUM	packages/twenty-utils/setup-dev-env.sh	217	# =============================================================================	COMMENT
MEDIUM	packages/twenty-utils/setup-dev-env.sh	219	# =============================================================================	COMMENT
MEDIUM	packages/twenty-utils/setup-dev-env.sh	235	# =============================================================================	COMMENT
MEDIUM	packages/twenty-utils/setup-dev-env.sh	237	# =============================================================================	COMMENT
MEDIUM	packages/twenty-utils/setup-dev-env.sh	255	# =============================================================================	COMMENT
MEDIUM	packages/twenty-utils/setup-dev-env.sh	257	# =============================================================================	COMMENT
MEDIUM	packages/twenty-utils/setup-dev-env.sh	274	# =============================================================================	COMMENT
MEDIUM	.github/workflows/ci-cross-version-upgrade.yaml	115	# ================================================================	COMMENT
MEDIUM	.github/workflows/ci-cross-version-upgrade.yaml	117	# ================================================================	COMMENT
MEDIUM	.github/workflows/ci-cross-version-upgrade.yaml	188	# ================================================================	COMMENT
MEDIUM	.github/workflows/ci-cross-version-upgrade.yaml	190	# ================================================================	COMMENT
MEDIUM	.github/workflows/ci-cross-version-upgrade.yaml	249	# ================================================================	COMMENT
MEDIUM	.github/workflows/ci-cross-version-upgrade.yaml	251	# ================================================================	COMMENT
MEDIUM	.github/workflows/ci-cross-version-upgrade.yaml	323	# ================================================================	COMMENT
MEDIUM	.github/workflows/ci-cross-version-upgrade.yaml	325	# ================================================================	COMMENT
MEDIUM	.github/workflows/ci-e2e-main.yaml	166	# ── QA Scout ─────────────────────────────────────────────────────────	COMMENT

Structural Annotation Overuse40 hits · 64 pts

Severity	File	Line	Snippet	Context
LOW	…skills/syncable-entity-builder-and-validation/SKILL.md	28	## Step 1: Create Validator Service	COMMENT
LOW	…skills/syncable-entity-builder-and-validation/SKILL.md	170	## Step 2: Create Builder Service	COMMENT
LOW	…skills/syncable-entity-builder-and-validation/SKILL.md	283	## Step 3: Wire into Orchestrator (CRITICAL)	COMMENT
LOW	.claude/skills/syncable-entity-testing/SKILL.md	25	## Step 1: Create Test Utilities	COMMENT
LOW	.claude/skills/syncable-entity-testing/SKILL.md	120	## Step 2: Failing Creation Tests	COMMENT
LOW	.claude/skills/syncable-entity-testing/SKILL.md	265	## Step 3: Successful Creation Tests	COMMENT
LOW	.claude/skills/syncable-entity-testing/SKILL.md	382	## Step 4: Update and Delete Tests	COMMENT
LOW	…de/skills/syncable-entity-types-and-constants/SKILL.md	25	## Step 1: Add Metadata Name	COMMENT
LOW	…de/skills/syncable-entity-types-and-constants/SKILL.md	38	## Step 2: Create TypeORM Entity	COMMENT
LOW	…de/skills/syncable-entity-types-and-constants/SKILL.md	78	## Step 3: Define Flat Entity Types	COMMENT
LOW	…de/skills/syncable-entity-types-and-constants/SKILL.md	102	## Step 4: Define Editable Properties	COMMENT
LOW	…de/skills/syncable-entity-types-and-constants/SKILL.md	120	## Step 5: Define Action Types	COMMENT
LOW	…de/skills/syncable-entity-types-and-constants/SKILL.md	171	## Step 6: Register in Central Constants	COMMENT
LOW	…de/skills/syncable-entity-cache-and-transform/SKILL.md	25	## Step 1: Create Cache Service	COMMENT
LOW	…de/skills/syncable-entity-cache-and-transform/SKILL.md	72	## Step 2: Entity-to-Flat Conversion	COMMENT
LOW	…de/skills/syncable-entity-cache-and-transform/SKILL.md	107	## Step 3: Input Transform Utils (DTO → Universal Flat Entity)	COMMENT
LOW	…de/skills/syncable-entity-cache-and-transform/SKILL.md	182	## Step 4: Create Flat Entity Module	COMMENT
LOW	.claude/skills/syncable-entity-integration/SKILL.md	26	## Step 1: Register in Builder Module	COMMENT
LOW	.claude/skills/syncable-entity-integration/SKILL.md	53	## Step 2: Register in Validators Module	COMMENT
LOW	.claude/skills/syncable-entity-integration/SKILL.md	78	## Step 3: Register Action Handlers	COMMENT
LOW	.claude/skills/syncable-entity-integration/SKILL.md	108	## Step 4: Create Service Layer	COMMENT
LOW	.claude/skills/syncable-entity-integration/SKILL.md	186	## Step 5: Create Resolver Layer	COMMENT
LOW	.claude/skills/syncable-entity-integration/SKILL.md	244	## Step 6: Flat-to-DTO Conversion	COMMENT
LOW	…ude/skills/syncable-entity-runner-and-actions/SKILL.md	28	## Step 1: Create Action Handler	COMMENT
LOW	…ude/skills/syncable-entity-runner-and-actions/SKILL.md	100	## Step 2: Update Action Handler	COMMENT
LOW	…ude/skills/syncable-entity-runner-and-actions/SKILL.md	173	## Step 3: Delete Action Handler	COMMENT
LOW	…ude/skills/syncable-entity-runner-and-actions/SKILL.md	230	## Step 4: Universal-to-Flat Conversion	COMMENT
LOW⚡	packages/twenty-docker/k8s/README.md	37	### Step 1: Clone the Repository	COMMENT
LOW⚡	packages/twenty-docker/k8s/README.md	46	### Step 2: Customize the Manifests and Terraform Files	COMMENT
LOW⚡	packages/twenty-docker/k8s/README.md	50	### Step 3: Deploy with Terraform	COMMENT
LOW	…les/code-interpreter/sandbox-scripts/pptx/rearrange.py	176	# Step 1: DUPLICATE repeated slides	COMMENT
LOW⚡	…les/code-interpreter/sandbox-scripts/pptx/rearrange.py	200	# Step 2: DELETE unwanted slides (work backwards)	COMMENT
LOW⚡	…les/code-interpreter/sandbox-scripts/pptx/rearrange.py	209	# Step 3: REORDER to final sequence	COMMENT
LOW⚡	…l-metadata/create-standard-flat-skill-metadata.util.ts	1054	### Step 1: Extract field information	COMMENT
LOW⚡	…l-metadata/create-standard-flat-skill-metadata.util.ts	1059	### Step 2: Create fill data JSON	COMMENT
LOW⚡	…l-metadata/create-standard-flat-skill-metadata.util.ts	1068	### Step 3: Fill the form	COMMENT
LOW⚡	…l-metadata/create-standard-flat-skill-metadata.util.ts	1073	### Step 4: Validate the output	COMMENT
LOW⚡	…l-metadata/create-standard-flat-skill-metadata.util.ts	1211	### Step 1: Unpack	COMMENT
LOW⚡	…l-metadata/create-standard-flat-skill-metadata.util.ts	1216	### Step 2: Edit XML directly	COMMENT
LOW	…l-metadata/create-standard-flat-skill-metadata.util.ts	1229	### Step 3: Validate & Repack	COMMENT

Excessive Try-Catch Wrapping41 hits · 57 pts

Severity	File	Line	Snippet	Context
LOW	…de-interpreter/drivers/local-driver-kernel.constant.ts	55	except Exception:	CODE
LOW	…de-interpreter/drivers/local-driver-kernel.constant.ts	60	except Exception:	CODE
LOW	…odules/code-interpreter/sandbox-scripts/xlsx/recalc.py	49	except Exception:	CODE
LOW	…odules/code-interpreter/sandbox-scripts/xlsx/recalc.py	154	except Exception as e:	CODE
MEDIUM	…les/code-interpreter/sandbox-scripts/pptx/thumbnail.py	100	print(f"Error: Invalid PowerPoint file: {args.input}")	CODE
MEDIUM	…les/code-interpreter/sandbox-scripts/pptx/thumbnail.py	124	print("Error: No slides found")	CODE
LOW⚡	…les/code-interpreter/sandbox-scripts/pptx/thumbnail.py	144	except Exception as e:	CODE
MEDIUM⚡	…les/code-interpreter/sandbox-scripts/pptx/thumbnail.py	145	print(f"Error: {e}")	CODE
LOW	…les/code-interpreter/sandbox-scripts/pptx/thumbnail.py	351	except Exception:	CODE
MEDIUM⚡	…les/code-interpreter/sandbox-scripts/pptx/rearrange.py	58	print(f"Error: Template file not found: {args.template}")	STRING
MEDIUM⚡	…les/code-interpreter/sandbox-scripts/pptx/rearrange.py	68	print(f"Error: {e}")	STRING
LOW⚡	…les/code-interpreter/sandbox-scripts/pptx/rearrange.py	70	except Exception as e:	STRING
MEDIUM⚡	…les/code-interpreter/sandbox-scripts/pptx/rearrange.py	71	print(f"Error processing presentation: {e}")	STRING
LOW	…les/code-interpreter/sandbox-scripts/pptx/rearrange.py	124	except Exception:	CODE
MEDIUM	…les/code-interpreter/sandbox-scripts/pptx/inventory.py	84	print(f"Error: Input file not found: {args.input}")	STRING
MEDIUM	…les/code-interpreter/sandbox-scripts/pptx/inventory.py	88	print("Error: Input must be a PowerPoint file (.pptx)")	STRING
LOW	…les/code-interpreter/sandbox-scripts/pptx/inventory.py	120	except Exception as e:	STRING
MEDIUM	…les/code-interpreter/sandbox-scripts/pptx/inventory.py	121	print(f"Error processing presentation: {e}")	STRING
LOW	…les/code-interpreter/sandbox-scripts/pptx/inventory.py	384	except Exception:	CODE
LOW	…les/code-interpreter/sandbox-scripts/pptx/inventory.py	504	except Exception:	CODE
LOW	…les/code-interpreter/sandbox-scripts/pptx/inventory.py	601	except Exception:	CODE
MEDIUM⚡	…dules/code-interpreter/sandbox-scripts/pptx/replace.py	367	print(f"Error: Input file '{input_pptx}' not found")	CODE
MEDIUM⚡	…dules/code-interpreter/sandbox-scripts/pptx/replace.py	371	print(f"Error: Replacements JSON file '{replacements_json}' not found")	CODE
LOW⚡	…dules/code-interpreter/sandbox-scripts/pptx/replace.py	376	except Exception as e:	CODE
MEDIUM⚡	…dules/code-interpreter/sandbox-scripts/pptx/replace.py	377	print(f"Error applying replacements: {e}")	CODE
LOW	…-modules/code-interpreter/sandbox-scripts/docx/pack.py	128	except Exception as e:	CODE
MEDIUM	…ules/code-interpreter/sandbox-scripts/docx/validate.py	52	print(f"Error: Validation not supported for file type {file_extension}")	CODE
LOW⚡	…de-interpreter/sandbox-scripts/docx/validation/docx.py	187	except Exception as e:	CODE
MEDIUM⚡	…de-interpreter/sandbox-scripts/docx/validation/docx.py	188	print(f"Error counting paragraphs in unpacked document: {e}")	CODE
LOW	…de-interpreter/sandbox-scripts/docx/validation/docx.py	211	except Exception as e:	CODE
MEDIUM	…de-interpreter/sandbox-scripts/docx/validation/docx.py	212	print(f"Error counting paragraphs in original document: {e}")	CODE
LOW	…terpreter/sandbox-scripts/docx/validation/redlining.py	59	except Exception:	CODE
LOW	…terpreter/sandbox-scripts/docx/validation/redlining.py	71	except Exception as e:	CODE
LOW	…de-interpreter/sandbox-scripts/docx/validation/pptx.py	228	except Exception as e:	CODE
LOW⚡	…de-interpreter/sandbox-scripts/docx/validation/base.py	471	except Exception as e:	CODE
LOW	…de-interpreter/sandbox-scripts/docx/validation/base.py	140	except Exception as e:	CODE
LOW	…de-interpreter/sandbox-scripts/docx/validation/base.py	359	except Exception as e:	CODE
LOW	…de-interpreter/sandbox-scripts/docx/validation/base.py	604	except Exception:	CODE
LOW	…de-interpreter/sandbox-scripts/docx/validation/base.py	626	except Exception as e:	CODE
LOW	…de-interpreter/sandbox-scripts/docx/validation/base.py	866	except Exception as e:	CODE
LOW	…ls/code-interpreter-tool/twenty-mcp-helper.constant.ts	124	except Exception as exc:	CODE

Redundant / Tautological Comments28 hits · 49 pts

Severity	File	Line	Snippet	Context
LOW⚡	packages/twenty-docker/scripts/install.sh	8	# Check if docker compose plugin is installed	COMMENT
LOW⚡	packages/twenty-docker/scripts/install.sh	13	# Check if docker is started	COMMENT
LOW⚡	packages/twenty-docker/scripts/install.sh	23	# Check if docker compose version is >= 2	COMMENT
LOW⚡	packages/twenty-docker/scripts/install.sh	28	# Check if docker-compose is installed, if so issue a warning if version is < 2	COMMENT
LOW	packages/twenty-docker/scripts/install.sh	127	# Check if command nc is available	COMMENT
LOW	packages/twenty-docker/scripts/install.sh	129	# Check if port 3000 is already in use, propose to change it	COMMENT
LOW	packages/twenty-docker/scripts/install.sh	155	# Check if port is listening	COMMENT
LOW	packages/twenty-server/scripts/ssl-generation/script.sh	3	# Check if OpenSSL is installed	COMMENT
LOW	…odules/code-interpreter/sandbox-scripts/xlsx/recalc.py	82	# Check if gtimeout is available on macOS	COMMENT
LOW	…les/code-interpreter/sandbox-scripts/pptx/inventory.py	873	# Check if there's meaningful overlap (more than tolerance)	COMMENT
LOW	…dules/code-interpreter/sandbox-scripts/pptx/replace.py	173	# Check if slide exists	COMMENT
LOW	…dules/code-interpreter/sandbox-scripts/pptx/replace.py	306	# Check if any text overflow got worse	COMMENT
LOW	…de-interpreter/sandbox-scripts/docx/validation/docx.py	90	# Check if text starts or ends with whitespace	COMMENT
LOW	…de-interpreter/sandbox-scripts/docx/validation/docx.py	92	# Check if xml:space="preserve" attribute exists	COMMENT
LOW	…de-interpreter/sandbox-scripts/docx/validation/pptx.py	94	# Check if this is an ID attribute	COMMENT
LOW	…de-interpreter/sandbox-scripts/docx/validation/pptx.py	97	# Check if value looks like a UUID (has the right length and pattern structure)	COMMENT
LOW	…de-interpreter/sandbox-scripts/docx/validation/pptx.py	125	# Check if it's 32 hex-like characters (could include invalid hex chars)	COMMENT
LOW⚡	…de-interpreter/sandbox-scripts/docx/validation/base.py	449	# Check if the ID exists	COMMENT
LOW⚡	…de-interpreter/sandbox-scripts/docx/validation/base.py	456	# Check if we have type expectations for this element	COMMENT
LOW⚡	…de-interpreter/sandbox-scripts/docx/validation/base.py	463	# Check if the actual type matches or contains the expected type	COMMENT
LOW⚡	…de-interpreter/sandbox-scripts/docx/validation/base.py	759	# Check if file is in a main content folder and use appropriate schema	COMMENT
LOW⚡	…de-interpreter/sandbox-scripts/docx/validation/base.py	776	# Check if attribute is from a namespace other than allowed ones	COMMENT
LOW	…de-interpreter/sandbox-scripts/docx/validation/base.py	212	# Check if this element type has ID uniqueness requirements	COMMENT
LOW	…de-interpreter/sandbox-scripts/docx/validation/base.py	503	# Check if this might be a compound like "sldMasterId"	COMMENT
LOW	…de-interpreter/sandbox-scripts/docx/validation/base.py	619	# Check if it's a known media extension that should be declared	COMMENT
LOW	.github/workflows/ci-breaking-changes.yaml	538	# Check if the output file was created and is valid JSON	COMMENT
LOW	.github/workflows/ci-breaking-changes.yaml	609	# Check if the output file was created and is valid JSON	COMMENT
LOW	.github/workflows/ci-emails.yaml	58	# Check if server is running	COMMENT

Self-Referential Comments12 hits · 40 pts

Severity	File	Line	Snippet	Context
MEDIUM	packages/twenty-docker/scripts/install.sh	96	# Create a directory named twenty	COMMENT
MEDIUM	packages/twenty-server/scripts/ssl-generation/script.sh	17	# Create a directory to store the certificates	COMMENT
MEDIUM	packages/twenty-server/scripts/ssl-generation/script.sh	36	# Create a Certificate Signing Request (CSR) for the provided domain	COMMENT
MEDIUM	packages/twenty-server/scripts/ssl-generation/script.sh	40	# Create a configuration file for certificate extensions	COMMENT
MEDIUM	…les/code-interpreter/sandbox-scripts/pptx/thumbnail.py	401	# Create a highlight overlay	COMMENT
MEDIUM	…les/code-interpreter/sandbox-scripts/pptx/rearrange.py	108	# Create a new relationship in the destination slide for this image	COMMENT
MEDIUM⚡	…de-interpreter/sandbox-scripts/docx/validation/base.py	767	# Create a clean copy	COMMENT
MEDIUM	…de-interpreter/sandbox-scripts/docx/validation/base.py	919	# Create a copy of the document to avoid modifying the original	COMMENT
MEDIUM	…de-interpreter/sandbox-scripts/docx/validation/base.py	298	): # This file is not referenced by .rels	CODE
MEDIUM⚡	…l-metadata/create-standard-flat-skill-metadata.util.ts	784	# Create a record — arguments match the tool's inputSchema directly,	COMMENT
MEDIUM⚡	…es/ai/components/__stories__/AiChatMessage.stories.tsx	78	# Create the chart	COMMENT
MEDIUM	.github/workflows/ci-breaking-changes.yaml	246	# Create a temp directory to store current branch files	COMMENT

Empty Error Handlers7 hits · 35 pts

Severity	File	Line	Snippet	Context
HIGH	…odules/code-interpreter/sandbox-scripts/xlsx/recalc.py	86	except (FileNotFoundError, subprocess.TimeoutExpired):	CODE
HIGH	…les/code-interpreter/sandbox-scripts/pptx/rearrange.py	124	except Exception:	CODE
HIGH	…les/code-interpreter/sandbox-scripts/pptx/inventory.py	384	except Exception:	CODE
HIGH	…les/code-interpreter/sandbox-scripts/pptx/inventory.py	504	except Exception:	CODE
HIGH	…les/code-interpreter/sandbox-scripts/pptx/inventory.py	219	except (AttributeError, TypeError):	CODE
HIGH	…terpreter/sandbox-scripts/docx/validation/redlining.py	59	except Exception:	CODE
HIGH	…terpreter/sandbox-scripts/docx/validation/redlining.py	211	except (subprocess.CalledProcessError, FileNotFoundError, Exception):	CODE

Deep Nesting31 hits · 28 pts

Severity	File	Line	Context
LOW	…odules/code-interpreter/sandbox-scripts/xlsx/recalc.py	53	CODE
LOW	…nterpreter/sandbox-scripts/pdf/fill_fillable_fields.py	12	CODE
LOW	…nterpreter/sandbox-scripts/pdf/fill_fillable_fields.py	59	CODE
LOW	…rpreter/sandbox-scripts/pdf/extract_form_field_info.py	22	CODE
LOW	…rpreter/sandbox-scripts/pdf/extract_form_field_info.py	62	CODE
LOW	…nterpreter/sandbox-scripts/pdf/check_bounding_boxes.py	18	CODE
LOW	…les/code-interpreter/sandbox-scripts/pptx/thumbnail.py	67	CODE
LOW	…les/code-interpreter/sandbox-scripts/pptx/thumbnail.py	321	CODE
LOW	…les/code-interpreter/sandbox-scripts/pptx/rearrange.py	149	CODE
LOW	…les/code-interpreter/sandbox-scripts/pptx/inventory.py	140	CODE
LOW	…les/code-interpreter/sandbox-scripts/pptx/inventory.py	280	CODE
LOW	…les/code-interpreter/sandbox-scripts/pptx/inventory.py	362	CODE
LOW	…les/code-interpreter/sandbox-scripts/pptx/inventory.py	480	CODE
LOW	…dules/code-interpreter/sandbox-scripts/pptx/replace.py	143	CODE
LOW	…dules/code-interpreter/sandbox-scripts/pptx/replace.py	162	CODE
LOW	…dules/code-interpreter/sandbox-scripts/pptx/replace.py	214	CODE
LOW	…-modules/code-interpreter/sandbox-scripts/docx/pack.py	45	CODE
LOW	…de-interpreter/sandbox-scripts/docx/validation/docx.py	72	CODE
LOW	…de-interpreter/sandbox-scripts/docx/validation/docx.py	124	CODE
LOW	…terpreter/sandbox-scripts/docx/validation/redlining.py	139	CODE
LOW	…terpreter/sandbox-scripts/docx/validation/redlining.py	217	CODE
LOW	…de-interpreter/sandbox-scripts/docx/validation/pptx.py	77	CODE
LOW	…de-interpreter/sandbox-scripts/docx/validation/pptx.py	128	CODE
LOW	…de-interpreter/sandbox-scripts/docx/validation/pptx.py	243	CODE
LOW	…de-interpreter/sandbox-scripts/docx/validation/base.py	186	CODE
LOW	…de-interpreter/sandbox-scripts/docx/validation/base.py	277	CODE
LOW	…de-interpreter/sandbox-scripts/docx/validation/base.py	388	CODE
LOW	…de-interpreter/sandbox-scripts/docx/validation/base.py	486	CODE
LOW	…de-interpreter/sandbox-scripts/docx/validation/base.py	522	CODE
LOW	…de-interpreter/sandbox-scripts/docx/validation/base.py	688	CODE
LOW	…de-interpreter/sandbox-scripts/docx/validation/base.py	765	CODE

Verbosity Indicators11 hits · 18 pts

Severity	File	Line	Snippet	Context
LOW	…les/code-interpreter/sandbox-scripts/pptx/rearrange.py	176	# Step 1: DUPLICATE repeated slides	COMMENT
LOW⚡	…les/code-interpreter/sandbox-scripts/pptx/rearrange.py	200	# Step 2: DELETE unwanted slides (work backwards)	COMMENT
LOW⚡	…les/code-interpreter/sandbox-scripts/pptx/rearrange.py	209	# Step 3: REORDER to final sequence	COMMENT
LOW	…es/cloudflare/controllers/dns-cloudflare.controller.ts	37	// since notification are not scoped to a zone, we need to check if the zone is in the list of zones	COMMENT
LOW⚡	…l-metadata/create-standard-flat-skill-metadata.util.ts	1054	### Step 1: Extract field information	COMMENT
LOW⚡	…l-metadata/create-standard-flat-skill-metadata.util.ts	1059	### Step 2: Create fill data JSON	COMMENT
LOW⚡	…l-metadata/create-standard-flat-skill-metadata.util.ts	1068	### Step 3: Fill the form	COMMENT
LOW⚡	…l-metadata/create-standard-flat-skill-metadata.util.ts	1073	### Step 4: Validate the output	COMMENT
LOW⚡	…l-metadata/create-standard-flat-skill-metadata.util.ts	1211	### Step 1: Unpack	COMMENT
LOW⚡	…l-metadata/create-standard-flat-skill-metadata.util.ts	1216	### Step 2: Edit XML directly	COMMENT
LOW	…l-metadata/create-standard-flat-skill-metadata.util.ts	1229	### Step 3: Validate & Repack	COMMENT

Cross-File Repetition3 hits · 15 pts

Severity	File	Snippet	Context
HIGH	…de-interpreter/sandbox-scripts/docx/validation/docx.py	run all validation checks and return true if all pass.	STRING
HIGH	…de-interpreter/sandbox-scripts/docx/validation/pptx.py	run all validation checks and return true if all pass.	STRING
HIGH	…de-interpreter/sandbox-scripts/docx/validation/base.py	run all validation checks and return true if all pass.	STRING

Synthetic Comment Markers1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	packages/twenty-apps/public/slack/README.md	11	> Answers are generated by AI and can be inaccurate. Check important details in Twenty before acting on them.	CODE

Unused Imports4 hits · 4 pts

Severity	File	Line	Context
LOW	…nterpreter/sandbox-scripts/docx/validation/__init__.py	5	CODE
LOW	…nterpreter/sandbox-scripts/docx/validation/__init__.py	6	CODE
LOW	…nterpreter/sandbox-scripts/docx/validation/__init__.py	7	CODE
LOW	…nterpreter/sandbox-scripts/docx/validation/__init__.py	8	CODE

AI Slop Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	…site/src/sections/testimonials/PartnerTestimonials.tsx	10	// its notch reveals the white surface behind it (seamless with the white	COMMENT

Modern AI Meta-Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	packages/twenty-cli/src/app/add/README.md	1	# App definition scaffolding	COMMENT

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	packages/twenty-docker/docker-compose.dev.yml	4	# Usage:	COMMENT

TODO Padding1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	…tabase/commands/instance-command-generation.service.ts	155	// TODO: implement data backfill before the DDL migration	COMMENT

Modern Structural Boilerplate1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	…nterpreter/sandbox-scripts/docx/validation/__init__.py	10	__all__ = [	CODE

Slop Phrases1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	…yout-widget/compute-my-first-dashboard-widgets.util.ts	122	text: "Don't forget to replace the sample data with your own.",	CODE

Overly Generic Function Names1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	packages/twenty-front/public/mockServiceWorker.js	124	async function handleRequest(event, requestId, requestInterceptedAt) {	CODE

twentyhq/twenty

Open-Source Code Quality, Security and Technical Debt Review